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I\u2019ve played soccer twice before in physical education class and I liked it. Well, mostly because I have really strong muscles in my legs from running, so I have a lot of advantages in soccer. If I was a parent, {I would} I would agree for my kid to play soccer. Mostly because playing a sport helps you stay healthy and fit and that\u2019s what ??? society thinks you should do. Stay fit and healthy. | The people in the picture are playing soccer. I've\ufffdve played soccer twice before in physical education class, I liked it, Well, mostly because I have really strong muscles in my legs from running, so I have a lot of advantages in soccer. If I was a parent, I I would agree for would agree for my kid to play soccer, Mostly because playing a sport helps you stay healthy and fit, that's\ufffds what societysoci thinks you should do: Stay fit and healthy. |\n| 1 | And it\u2019s also good for your health too. You can have {lower} a lower risk of getting any diseases from body fat. Also, the people in this picture mostly are wearing jerseys and shorts. Some of them are wearing knee-high socks. And all of them are wearing sneakers. And the details in here. There are a lot of trees, which I really like. And really beautiful grass. And there are also two buildings in the background. | And it's\ufffds also good for your health,. You can have aa risk of lower risk of getting any diseases from body fat. Also, the people in this picture mostly are wearing jerseys and shorts. Some of them are wearing knee-high socks, And all of them are wearing sneakers. And the details in here: There are a lot of trees which which I really like. And the beautiful grass. And there are also two buildings in the background. |\n| 2 | Also a bridge. There is a silver car and there are multiple soccer balls which (um) means that they are probably practicing and not playing against each other. The [people] (um) Also there are benches in the background which also indicates that they ??? might be in a park instead of a soccer field. And there are | alsoso, bridge. There is a silversilver car andand, and car, there are multiple soccer balls, meansme means means that they are probablyprobably practicinging practicing and not playing against each other. The people\ufffd also Alsoum also Also, are benches in the background which also indicates that they might mightmight be might might be in the park instead of a soccer field. And there are |\n| 3 | some\u2026 | some...some |\n| 4 | (um) I think people in the picture is playing soccer, if I\u2019m not wrong. Yes, (eN) they are playing soccer. And (um) did I? I did. When I was in elementary school, we had a PE class and (um) the teacher taught us how to play soccer before. But, honestly, I\u2019m very poor (um) at sports, so I\u2019m not really enjoy it. But I did see some people, like {my} some of my classmate, really do know how to play soccer. | II,I think people in the picture is playing soccer, if I'm\ufffdm not wrong. They, they,,d They are playing soccer, And dide, Did I? I did. When I was in elementary school, we we hadedwe a,we toedweall,we toedwe,awe,a do a class class and thee,t teacher taught us how to play soccer before. But honestly honestly, I'm\ufffdm very poor at,,, so, soa so so sports, so I'm\ufffdm not really enjoy it. But I did see some people, like some,,, of my classmatesmate really really do know how to play soccer. |\n| 5 | I was like, oh my god, this is a very good, very, very (um) phenomenal cause (um) {it's like} {it\u2019s a} it\u2019s very hard for some the students in Taiwan to play soccer, so as I think it\u2019s quite cool. And if I am parents, well, (um) (um) because I\u2019m not really interested in this, so, (um) if they want to, of course, I would encourage them, but (um) if they doesn\u2019t like that, I won\u2019t force them to do it cause I think it\u2019s not really (um), it\u2019s alright. {It doesn\u2019t like} it\u2019s not | andand wasent was like, oh my god, this is very very good, very, very phenomenalinaleral because because itum, It it's like, toit's\ufffd It like lot to's\ufffds a hard to because seetoit someto so itto some the students in Taiwan to play soccer so so I I think it's\ufffds quite,l,, cool. And if I'm parents, well, because,, becauseum, because I'm\ufffdm not really interested in this, so if ifum if if they want to, of course, I encourage encourage them but but if if if but they doesn't\ufffdt like that, I I won to won't\ufffdt force them to do it because I think it's\ufffds not really, it it it's\ufffds all, It it's't\ufffdt it it it's\ufffds it, |\n| 6 | necessary and just like if they want, I will. And (um) if I have time, (um) so people and it\u2019s (um) only boys. Why? [ish] In the picture, they should have girls, but (um) in the picture, (um) the only boys in the pictures and (uN) they {separate} divided into two groups, is it? And all they\u2019re wearing this long socks is quite cool and (um) it\u2019s quite a beautiful place. It\u2019s a really beautiful place and (um) I think they enjoyed very | necessary, just like if they want I I will and And if if, If I have time. soum, So people and only's\ufffds onlyum, only boys in But? InIn? In the picture, the only have girls, but inum, the the picture, theum, and only boys in the pictures and theyum,ame they're into it into into to into two groups, is it? And oh,'re\ufffdre wearing this long socks, quite cool and itum it it's\ufffds quite a beautiful place. It's\ufffds a really beautiful place and Ium I I think they enjoyed very |\n| 7 | much. It's quite\u2026 | much. It's quite |\n| 8 | (Um) I think the picture is taken (um) at a park* and it\u2019s a very bright sunny day. And (um) there are some people are in the park and they are painting. and there is a woman (uh) on the right of the picture. She\u2019s sitting on the chair and {she is} she has short hair and {wearing*} some, wearing dress. And she | II,I think the picture is taken,at,at a park, and it's\ufffds a very bright sunny day and And there there, There are some people are in the park and they are pant. And And um there there is a woman onum on on the right of the picture. She's\ufffds sitting on the chair and she she has she and has short hair and wearing some some some some and wearing wearing dress and And she |\n| 9 | is painting some trees and I really like the picture. It\u2019s beautiful. And there are a bags beside the woman. I think there\u2019s (uh) {the wore} the pants or some color in the bags that she wants to draw. And there are also (um) lots of people {near} nearby the {the girl} the woman | She pant some trees, I really like the picture. It's\ufffds beautiful. And there are the backs beside the woman. I think there's\ufffds the the, The the pants the the girl or some color in the bags that she wants to to toto draw. And there are also lotsuh, lots of people nearby thear by the the girl, girl,, woman. |\n| 10 | are painting and there are two people which has a bags and others are besides her and they are discussing* (um) how to draw the picture. And I think (uh) the advantage to join a park is that you can really near the picture you want to draw and it\u2019s in | are pantpantingting,ing, there are two people which has a bag and others are besides her and they are disgusting how howhow how how to draw the picture and And I think thea thethe advantage to drawing the park is that you can't near thethe picture the picture you want to draw and it's\ufffds in |\n| 11 | nature scenery\u2026 | Nature scenery, |\n| 12 | Well, I see at least nine people in the picture, and I can see that {all} they are all young men, and they are probably professional soccer players, or a soccer team at school, since they are all wearing sports wears that look quite professional. And, the man at the back of the picture {is} has a funky look, while he has spiky haircut. | Well, I see at least nine people in the picture, and I can see that they they, and're all young men, and they are probably professional soccer players or or a soccer team at school, since they're all wearing sportswear that look quite professional. And the the man at the back of the picture has has has has a funky look, while he has spiky hair, |\n| 13 | And he\u2019s wearing a white short sleeved t-shirt and like he\u2019s wearing blue shirts and long socks which soccer players usually wear, and he\u2019s also wearing blue sneakers. He\u2019s trying to chase the yellow soccer ball. (um) I see many people wearing long soccer socks, which really impressed me, and they\u2019re all wearing like (um) red | and he's\ufffds wearing a white,-ved t-shirt and like he\u2019s wearing blue shirts and long socks which soccer players usually wear. and he\u2019s also wearing blue sneakers. He\u2019s trying to chase the yellow soccer balls. I I, I see many people wearing long soccer socks which which really impressed me, and they're\ufffdre all wearing like redum, red |\n| 14 | shorts or (eh) like green shirts with numbers on it. So they might be quite professional. And the weather looks good. At the back of the picture, I could see many trees too. And I could even see the MRT. (eh) Also, I see two buildings. And I\u2019m not really good at soccer, but I like watching soccer games. So I hope maybe | shirts or likeaiveI green shirts with numbers on it, So they might be quite professional. And the weather looks good. At the back of the picture, I could see many trees too. And I could even see the MRT. Alsoa also Also, I see two buildings. And I'm\ufffdm not really good at soccer, but I like watching soccer games. So I hope maybe |\n| 15 | I can\u2026 | I can't |\n| 16 | I think this might be a room {up a} {up in a} up in the top building in the city because {the windows} [out] outside the windows there\u2019s a lot of colorful [buil] buildings and it\u2019s also really high up on the ground. The woman in the middle is playing her violin to the guests and lots of people are taking pictures of her. I think this is a good place to have a celebration because [really] {it is really} | I think this might be a room upa in-athe in the top in in the top building in the city because theupir,the, oft the windows,'s\ufffds a lot of colorful buildingsbuildildings buildings and it's\ufffds also really high up the the ground. The woman in the middle is playing her violin to to thetoto toto the guests andand lots lots lots of people are taking pictures of her. I think this is a good place to have a celebration because it it is itit it itit it it it is it it it |\n| 17 | (um) it looks very comfortable and the food must taste really good. I think (um) the woman on the left is wearing a {red skirt} red dress and is wearing black heels. She\u2019s looking happily at the woman playing the violin while filming her on the phone. And then there is a waiter on the top right corner serving food to the guest that lives beside him. There is also a man | ItIt,It looks really comfortable,and the thethe foodestthemest the food tastes taste really good. I think the the, thethe womanthethe thethethe thethethe ising woman on the bed is wearing a rede dress and and dress and is wearing black shoes. She's\ufffds, happily at the woman playing the violin while filming her on the phone. And then there is a waiter on on the on on on on the top right corner, food to the guests that that that that leads it him. Bes is also a man |\n| 18 | {with a} {with a white} [T sh] with a white shirt smiling happily. And behind the man, there is one guy on his iPad while another guy looks at him. {There is four} [pers] There's four people in total that\u2019s {looking at the violin} looking at the woman playing the violin, and they seem very satisfied with it. (Um) On the table, there are wines and different drinks for them. I don\u2019t see any | withand a white shirt and a white shirt.iit a white shirt, happily, And behind the men, there, is,there oneis is one guy on his iPad,while another looksthereother guy looks another guy looks at him. Therethere is four people,,, There's four people in total that's\ufffds looking looking at the women,, at the woman, the violin and and they seem very satisfied with it. On on, On the table, there are wines and different drinks for them. I don't\ufffdt see any |\n| 19 | food yet, so maybe\u2026 | ifies, so maybe |\n", "eval_runtime": 3.2175, "eval_samples_per_second": 6.216, "eval_steps_per_second": 0.932, "eval_wer": 37.251356238698015, "step": 18 }, { "epoch": 1.0555555555555556, "grad_norm": 0.9581320881843567, "learning_rate": 0.0004736111111111111, "loss": 0.112, "step": 19 }, { "epoch": 1.1111111111111112, "grad_norm": 1.2052240371704102, "learning_rate": 0.00047222222222222224, "loss": 0.059, "step": 20 }, { "epoch": 1.1666666666666667, "grad_norm": 0.831144392490387, "learning_rate": 0.00047083333333333336, "loss": 0.041, "step": 21 }, { "epoch": 1.2222222222222223, "grad_norm": 0.43356481194496155, "learning_rate": 0.0004694444444444445, "loss": 0.0376, "step": 22 }, { "epoch": 1.2777777777777777, "grad_norm": 0.08270875364542007, "learning_rate": 0.00046805555555555554, "loss": 0.0048, "step": 23 }, { "epoch": 1.3333333333333333, "grad_norm": 0.541437566280365, "learning_rate": 0.00046666666666666666, "loss": 0.0388, "step": 24 }, { "epoch": 1.3888888888888888, "grad_norm": 0.14969545602798462, "learning_rate": 0.0004652777777777778, "loss": 0.0094, "step": 25 }, { "epoch": 1.4444444444444444, "grad_norm": 1.1790162324905396, "learning_rate": 0.0004638888888888889, "loss": 0.0315, "step": 26 }, { "epoch": 1.5, "grad_norm": 0.4708932936191559, "learning_rate": 0.0004625, "loss": 0.0185, "step": 27 }, { "epoch": 1.5555555555555556, "grad_norm": 0.27532759308815, "learning_rate": 0.00046111111111111114, "loss": 0.009, "step": 28 }, { "epoch": 1.6111111111111112, "grad_norm": 0.2233133167028427, "learning_rate": 0.0004597222222222222, "loss": 0.0062, "step": 29 }, { "epoch": 1.6666666666666665, "grad_norm": 0.6033416390419006, "learning_rate": 0.0004583333333333333, "loss": 0.0299, "step": 30 }, { "epoch": 1.7222222222222223, "grad_norm": 0.4176469147205353, "learning_rate": 0.00045694444444444444, "loss": 0.0154, "step": 31 }, { "epoch": 1.7777777777777777, "grad_norm": 0.8307903409004211, "learning_rate": 0.00045555555555555556, "loss": 0.0254, "step": 32 }, { "epoch": 1.8333333333333335, "grad_norm": 0.48097264766693115, "learning_rate": 0.0004541666666666667, "loss": 0.0256, "step": 33 }, { "epoch": 1.8888888888888888, "grad_norm": 0.14783018827438354, "learning_rate": 0.0004527777777777778, "loss": 0.0039, "step": 34 }, { "epoch": 1.9444444444444444, "grad_norm": 0.840906023979187, "learning_rate": 0.0004513888888888889, "loss": 0.0201, "step": 35 }, { "epoch": 2.0, "grad_norm": 2.4764249324798584, "learning_rate": 0.00045000000000000004, "loss": 0.1246, "step": 36 }, { "epoch": 2.0, "eval_cer": 23.570936639118457, "eval_loss": 3.674372911453247, "eval_pred": "| i | Label | Prediction |\n| --- | --- | --- |\n| 0 | The people in the picture are playing soccer. I\u2019ve played soccer twice before in physical education class and I liked it. Well, mostly because I have really strong muscles in my legs from running, so I have a lot of advantages in soccer. If I was a parent, {I would} I would agree for my kid to play soccer. Mostly because playing a sport helps you stay healthy and fit and that\u2019s what ??? society thinks you should do. Stay fit and healthy. | The people in the picture are playing soccer. I've\ufffdve played soccer twice before in physical education class, I liked it, Well, mostly because I have really strong muscles in my legs from running, so I have a lot of advantages in soccer. If I was a parent, I I would agree for would agree for my kid to play soccer, Mostly because playing a sport helps you stay healthy and fit, that's\ufffds what societysoci thinks you should do, Stay fit and healthy. |\n| 1 | And it\u2019s also good for your health too. You can have {lower} a lower risk of getting any diseases from body fat. Also, the people in this picture mostly are wearing jerseys and shorts. Some of them are wearing knee-high socks. And all of them are wearing sneakers. And the details in here. There are a lot of trees, which I really like. And really beautiful grass. And there are also two buildings in the background. | and it's\ufffds also good for your health,. You could have a risk risk of lower risk of getting any diseases from body fat. Also, the people in this picture mostly are wearing jerseys and shorts. Some of them are wearing sneakers-high socks, And all of them are wearing sneakers. And the details in here, There are a lot of trees, which I really like, And they beautiful grass. And there are also two buildings in the background, |\n| 2 | Also a bridge. There is a silver car and there are multiple soccer balls which (um) means that they are probably practicing and not playing against each other. The [people] (um) Also there are benches in the background which also indicates that they ??? might be in a park instead of a soccer field. And there are | alsoso, bridge. There is a silver carver car,,,,car, there are multiple soccer balls, means means means means that they might probablypractably practicinging practicing and not playing against each other. Also peoplene also Also,, Also, are benches in the background which also indicates that they mightmmight be bebe be in the park instead of a soccer field. And there are |\n| 3 | some\u2026 | some... |\n| 4 | (um) I think people in the picture is playing soccer, if I\u2019m not wrong. Yes, (eN) they are playing soccer. And (um) did I? I did. When I was in elementary school, we had a PE class and (um) the teacher taught us how to play soccer before. But, honestly, I\u2019m very poor (um) at sports, so I\u2019m not really enjoy it. But I did see some people, like {my} some of my classmate, really do know how to play soccer. | II, I think people in the picture is playing soccer, if I'm\ufffdm not wrong. They, they,,, They are playing soccer, And dide, I.? I did. When I was in elementary school, we, had,meather,we toneweathernewe tonewe hownewe,ne are a class class, theme,e teacher taught us how to play soccer.. But honestly honestly, I'm\ufffdm very poor at, sports,,,,it,, sports, so I'm\ufffdm not really enjoy it. But I did see some people, like some,,, of my classmatesmate, really do know how to play soccer, |\n| 5 | I was like, oh my god, this is a very good, very, very (um) phenomenal cause (um) {it's like} {it\u2019s a} it\u2019s very hard for some the students in Taiwan to play soccer, so as I think it\u2019s quite cool. And if I am parents, well, (um) (um) because I\u2019m not really interested in this, so, (um) if they want to, of course, I would encourage them, but (um) if they doesn\u2019t like that, I won\u2019t force them to do it cause I think it\u2019s not really (um), it\u2019s alright. {It doesn\u2019t like} it\u2019s not | I, was, was like, oh my god, this is very very good, very, very phenomenalinal, because because itun, it to, very,,but's\ufffds like lot,'s\ufffds a, tobecause seeitit some,it,, some of students in Taiwan to play soccer, so I I think it's\ufffds,,ll,, cool. And if I'm parents, well, because,, becauseum, I I'm\ufffds not really interested in this, so if if,,, they want to, of course, I would encourage them, but if,, but they don't\ufffdl like that, I, won, won't\ufffdt force them to do it because, think it's\ufffds not really,,, to's\ufffds because, It,'s't\ufffds,,,'s\ufffds because, |\n| 6 | necessary and just like if they want, I will. And (um) if I have time, (um) so people and it\u2019s (um) only boys. Why? [ish] In the picture, they should have girls, but (um) in the picture, (um) the only boys in the pictures and (uN) they {separate} divided into two groups, is it? And all they\u2019re wearing this long socks is quite cool and (um) it\u2019s quite a beautiful place. It\u2019s a really beautiful place and (um) I think they enjoyed very | necessary, just like, they want, I will, And if,, If I have time. soum, so people in it's\ufffds likeum, in boys in In? InIn, In the picture, the only have girls, but inum,, the pictures, andum, and only boys in the pictures and theyum,te divided divide into it into into into into two groups, is it? And all,'re\ufffdrere this long socks, quite cool, itum, it's\ufffds quite a beautiful place. It's\ufffds a really beautiful place. Ium, and think they enjoyed very |\n| 7 | much. It's quite\u2026 | much. It's quite |\n| 8 | (Um) I think the picture is taken (um) at a park* and it\u2019s a very bright sunny day. And (um) there are some people are in the park and they are painting. and there is a woman (uh) on the right of the picture. She\u2019s sitting on the chair and {she is} she has short hair and {wearing*} some, wearing dress. And she | II, I think the picture is taken at,,at a park, and it's\ufffds a very bright, day and And thereum, There are some people are in the park and they are pant. And and there is she is a woman onum on on the right of the picture. She's\ufffds sitting on the chair and she she is she and is short hair and wearing somearing some some., wearing dress. And she |\n| 9 | is painting some trees and I really like the picture. It\u2019s beautiful. And there are a bags beside the woman. I think there\u2019s (uh) {the wore} the pants or some color in the bags that she wants to draw. And there are also (um) lots of people {near} nearby the {the girl} the woman | is painting some trees, I really like the picture. It's\ufffds beautiful. And there are bags bag beside a woman. I think there's\ufffds the,,the, girl some, girl or some color in the bags that she wants to to toto draw. And there are also lotsuh,ne of people near nearby nearby by,, girl, girl,, woman, |\n| 10 | are painting and there are two people which has a bags and others are besides her and they are discussing* (um) how to draw the picture. And I think (uh) the advantage to join a park is that you can really near the picture you want to draw and it\u2019s in | are pant.antingting,ing, there are two people which has a bag and others are besides her and I are disgusting how howing how how to draw the picture. And I think theum,the advantage to draw the park is that you can really near the the pictureure picture you want to draw and it's\ufffds in |\n| 11 | nature scenery\u2026 | nature scenery. |\n| 12 | Well, I see at least nine people in the picture, and I can see that {all} they are all young men, and they are probably professional soccer players, or a soccer team at school, since they are all wearing sports wears that look quite professional. And, the man at the back of the picture {is} has a funky look, while he has spiky haircut. | Well, I see at least nine people in the picture, and I can see that they,, playersre probably professional men, and they are probably professional soccer players or or a soccer team at school, since they're all wearing sportswear that look quite professional. And the the man at the back of the picture hasall,, a funky look, while he has spiky haircut, |\n| 13 | And he\u2019s wearing a white short sleeved t-shirt and like he\u2019s wearing blue shirts and long socks which soccer players usually wear, and he\u2019s also wearing blue sneakers. He\u2019s trying to chase the yellow soccer ball. (um) I see many people wearing long soccer socks, which really impressed me, and they\u2019re all wearing like (um) red | and he's\ufffds wearing a white,-ved t-shirt and like he\u2019s wearing blue shirts and long socks, soccer players usually wear. and he's\ufffds also wearing blue sneakers. He\u2019s trying to chase the yellow soccer ball. I I, I see many people wearing long soccer socks which which really impressed me, and they\u2019re all wearing like redum, red |\n| 14 | shorts or (eh) like green shirts with numbers on it. So they might be quite professional. And the weather looks good. At the back of the picture, I could see many trees too. And I could even see the MRT. (eh) Also, I see two buildings. And I\u2019m not really good at soccer, but I like watching soccer games. So I hope maybe | shirtsorts or like,,ing green shirts with numbers on it, So they might be quite professional, And the weather looks good. At the back of the picture, I could see many trees,, And I could even see the MRT. Also,,also, I see two buildings. And I'm\ufffdm not really good at soccer, but I like watching soccer games. So I hope maybe |\n| 15 | I can\u2026 | I can't |\n| 16 | I think this might be a room {up a} {up in a} up in the top building in the city because {the windows} [out] outside the windows there\u2019s a lot of colorful [buil] buildings and it\u2019s also really high up on the ground. The woman in the middle is playing her violin to the guests and lots of people are taking pictures of her. I think this is a good place to have a celebration because [really] {it is really} | I think this might be a room up, in top buildingbuilding in the top building in the city building in the city because theupir,,, of the windows,'s\ufffds a lot of colorful buildingsbuildldingsde, it's\ufffds also really high up the the ground. The woman in the middle is playing her violin to to the toto guests, the guests,and lotsand lots of people are taking pictures of her. I think this is a good place to have a celebration because itit is becauseit it becauseit because because because because it |\n| 17 | (um) it looks very comfortable and the food must taste really good. I think (um) the woman on the left is wearing a {red skirt} red dress and is wearing black heels. She\u2019s looking happily at the woman playing the violin while filming her on the phone. And then there is a waiter on the top right corner serving food to the guest that lives beside him. There is also a man | itit,it looks really comfortable, and the andthe foodestthemeing the food must taste really good. I think theme, theand woman isthetheingthe theingwellires woman on the back is wearing a red,,,.d and is wearing black.. She's\ufffds looking happily at the woman playing the violin while filming her on the phone. And then there is a waiter on on on onser,ne the top right corner serving to to the guests that that that. leads. him. There is also a man |\n| 18 | {with a} {with a white} [T sh] with a white shirt smiling happily. And behind the man, there is one guy on his iPad while another guy looks at him. {There is four} [pers] There's four people in total that\u2019s {looking at the violin} looking at the woman playing the violin, and they seem very satisfied with it. (Um) On the table, there are wines and different drinks for them. I don\u2019t see any | with, a white shirt,, lot shirt,\ufffdirre a white shirt, happily, And behind the men, there there is,,,, is one guy on his iPad,, another looks there., there another guy looks at him. There,'s four people,,,'s four people in total that's\ufffds looking looking at the woman,, at the woman playing the violin, and they seem very satisfied with it. On,,,, table, there are wines and different drinks for them. I don't\ufffds see any |\n| 19 | food yet, so maybe\u2026 | foodies, so maybe |\n", "eval_runtime": 3.4599, "eval_samples_per_second": 5.781, "eval_steps_per_second": 0.867, "eval_wer": 35.62386980108499, "step": 36 }, { "epoch": 2.0555555555555554, "grad_norm": 0.07509994506835938, "learning_rate": 0.00044861111111111116, "loss": 0.0025, "step": 37 }, { "epoch": 2.111111111111111, "grad_norm": 0.8746897578239441, "learning_rate": 0.0004472222222222222, "loss": 0.0735, "step": 38 }, { "epoch": 2.1666666666666665, "grad_norm": 0.11242078244686127, "learning_rate": 0.00044583333333333335, "loss": 0.0031, "step": 39 }, { "epoch": 2.2222222222222223, "grad_norm": 0.33606892824172974, "learning_rate": 0.0004444444444444444, "loss": 0.0367, "step": 40 }, { "epoch": 2.2777777777777777, "grad_norm": 0.26984450221061707, "learning_rate": 0.00044305555555555553, "loss": 0.0073, "step": 41 }, { "epoch": 2.3333333333333335, "grad_norm": 0.23909863829612732, "learning_rate": 0.00044166666666666665, "loss": 0.0082, "step": 42 }, { "epoch": 2.388888888888889, "grad_norm": 0.07065010070800781, "learning_rate": 0.00044027777777777777, "loss": 0.0018, "step": 43 }, { "epoch": 2.4444444444444446, "grad_norm": 1.2291682958602905, "learning_rate": 0.0004388888888888889, "loss": 0.0145, "step": 44 }, { "epoch": 2.5, "grad_norm": 0.3785300552845001, "learning_rate": 0.0004375, "loss": 0.0191, "step": 45 }, { "epoch": 2.5555555555555554, "grad_norm": 0.15866008400917053, "learning_rate": 0.00043611111111111113, "loss": 0.0024, "step": 46 }, { "epoch": 2.611111111111111, "grad_norm": 0.16301892697811127, "learning_rate": 0.00043472222222222225, "loss": 0.0075, "step": 47 }, { "epoch": 2.6666666666666665, "grad_norm": 0.30958569049835205, "learning_rate": 0.00043333333333333337, "loss": 0.0141, "step": 48 }, { "epoch": 2.7222222222222223, "grad_norm": 0.7620958685874939, "learning_rate": 0.0004319444444444445, "loss": 0.0297, "step": 49 }, { "epoch": 2.7777777777777777, "grad_norm": 0.21813704073429108, "learning_rate": 0.0004305555555555556, "loss": 0.008, "step": 50 }, { "epoch": 2.8333333333333335, "grad_norm": 0.1883874386548996, "learning_rate": 0.00042916666666666667, "loss": 0.0064, "step": 51 }, { "epoch": 2.888888888888889, "grad_norm": 0.11832011491060257, "learning_rate": 0.0004277777777777778, "loss": 0.0048, "step": 52 }, { "epoch": 2.9444444444444446, "grad_norm": 2.0611302852630615, "learning_rate": 0.00042638888888888886, "loss": 0.0853, "step": 53 }, { "epoch": 3.0, "grad_norm": 0.030815519392490387, "learning_rate": 0.000425, "loss": 0.0011, "step": 54 }, { "epoch": 3.0, "eval_cer": 22.985537190082646, "eval_loss": 3.6182355880737305, "eval_pred": "| i | Label | Prediction |\n| --- | --- | --- |\n| 0 | The people in the picture are playing soccer. I\u2019ve played soccer twice before in physical education class and I liked it. Well, mostly because I have really strong muscles in my legs from running, so I have a lot of advantages in soccer. If I was a parent, {I would} I would agree for my kid to play soccer. Mostly because playing a sport helps you stay healthy and fit and that\u2019s what ??? society thinks you should do. Stay fit and healthy. | The people in the picture are playing soccer. I've\ufffdve played soccer twice before in physical education class, I liked it. Well, mostly because I have really strong muscles in my legs from running, so I have a lot of advantages in soccer. If I was a parent, I I would agree for would agree for my kid to play soccer, Mostly because playing a sport helps you stay healthy and fit, that\u2019s what society society thinks you should do, Stay fit and healthy. |\n| 1 | And it\u2019s also good for your health too. You can have {lower} a lower risk of getting any diseases from body fat. Also, the people in this picture mostly are wearing jerseys and shorts. Some of them are wearing knee-high socks. And all of them are wearing sneakers. And the details in here. There are a lot of trees, which I really like. And really beautiful grass. And there are also two buildings in the background. | and it's\ufffds also good for your health,. You could have aa risk of lower risk of getting any diseases from body fat. Also, the people in this picture mostly are wearing jerseys and shorts. Some of them are wearing sneakers-high socks, And all of them are wearing sneakers. And the details in here, There\ufffd a lot of trees, which I really like, And they beautiful grass. And there\ufffd also two buildings in the background, |\n| 2 | Also a bridge. There is a silver car and there are multiple soccer balls which (um) means that they are probably practicing and not playing against each other. The [people] (um) Also there are benches in the background which also indicates that they ??? might be in a park instead of a soccer field. And there are | alsoso, bridge. There is a silver carver car,,,, car, there are multiple soccer balls, means means means means that they're probablypractably practicing practicing practicing and not playing against each other. Also people, Also,, Also, are benches in the background which also indicates that they mightmmight bemm be in a park instead of a soccer field. And there are |\n| 3 | some\u2026 | some. |\n| 4 | (um) I think people in the picture is playing soccer, if I\u2019m not wrong. Yes, (eN) they are playing soccer. And (um) did I? I did. When I was in elementary school, we had a PE class and (um) the teacher taught us how to play soccer before. But, honestly, I\u2019m very poor (um) at sports, so I\u2019m not really enjoy it. But I did see some people, like {my} some of my classmate, really do know how to play soccer. | II,, think people in the picture is playing soccer, if I'm\ufffdm not wrong. They, they,,, They\ufffd playing soccer, And did,, Did.? I did. When I was in elementary school, we we had,, have,, to todo toewe toewe,we,e\ufffd a class class, thet,t teacher taught us how to play soccer before, But honestly honestly, I\u2019m very poor at,,,,,,t,, sports, so I\u2019m not really enjoy it, But I did see some people, like some,,, of my classmatesmate really really do know how to play soccer, |\n| 5 | I was like, oh my god, this is a very good, very, very (um) phenomenal cause (um) {it's like} {it\u2019s a} it\u2019s very hard for some the students in Taiwan to play soccer, so as I think it\u2019s quite cool. And if I am parents, well, (um) (um) because I\u2019m not really interested in this, so, (um) if they want to, of course, I would encourage them, but (um) if they doesn\u2019t like that, I won\u2019t force them to do it cause I think it\u2019s not really (um), it\u2019s alright. {It doesn\u2019t like} it\u2019s not | I I was, was like, oh my god, this is very very good, very, very,nal, because, it,, It,'s very,,,'s\ufffdt, very,'s\ufffds a good to,,,,,,,,, some, students in Taiwan to play soccer, so I I think it\u2019s quite,l,, cool. And if I'm parents, well, because,,,t,, I'm\ufffdm not really interested in this, so if ifa,;t\ufffd to, of course, Iw encourage them, but ift,tt\ufffd't\ufffdtt that, I,w,w't\ufffdt, them to do it,,\ufffd it\u2019t not really,ttt\u2019t,, It,'s't\ufffdt,,,\u2019t,, |\n| 6 | necessary and just like if they want, I will. And (um) if I have time, (um) so people and it\u2019s (um) only boys. Why? [ish] In the picture, they should have girls, but (um) in the picture, (um) the only boys in the pictures and (uN) they {separate} divided into two groups, is it? And all they\u2019re wearing this long socks is quite cool and (um) it\u2019s quite a beautiful place. It\u2019s a really beautiful place and (um) I think they enjoyed very | necessary, just like, they want, I will, And if,, If I have time. so,, So people and it's\ufffds,,,, boys, They? InS,t the picture, the\ufffd have girls, but ina,, the pictures, anda, and only boys in the pictures and theya,,,\ufffde, and into to into two groups, is it? And oh,\u2019re wearing this long socks, quite cool and it,,,'s\ufffds quite a beautiful place. It\u2019s a really beautiful place and I,, and think they enjoyed very |\n| 7 | much. It's quite\u2026 | much, It's a |\n| 8 | (Um) I think the picture is taken (um) at a park* and it\u2019s a very bright sunny day. And (um) there are some people are in the park and they are painting. and there is a woman (uh) on the right of the picture. She\u2019s sitting on the chair and {she is} she has short hair and {wearing*} some, wearing dress. And she | UmI,, think the picture is taken outt, And a park,, it's\ufffds a very bright, day and And therem, There are some people are in the park and they are pant. And And there, there is a woman ona on on the right of the picture. She\u2019s sitting on the chair and shes has she, has short hair and wearings're some andand wearing wearing dress. And she |\n| 9 | is painting some trees and I really like the picture. It\u2019s beautiful. And there are a bags beside the woman. I think there\u2019s (uh) {the wore} the pants or some color in the bags that she wants to draw. And there are also (um) lots of people {near} nearby the {the girl} the woman | it pant some trees, I really like the picture. It's\ufffds beautiful. And there are backs backs beside a woman. I think there\u2019s the,, The the pants, or girl or some color in the bags that she wants tototo. draw. And there\ufffd also lotsa, lots of people nearnear,, the girl girl girl,, girl, |\n| 10 | are painting and there are two people which has a bags and others are besides her and they are discussing* (um) how to draw the picture. And I think (uh) the advantage to join a park is that you can really near the picture you want to draw and it\u2019s in | are pant areanting,,,, there are two people, has a bag and others are besides her and they are disgusting how howm how how to draw the picture and And I think thea,the advantage to join the park is that you can really near thethe picture you picture you want to draw, it's\ufffds in |\n| 11 | nature scenery\u2026 | nature scenery? |\n| 12 | Well, I see at least nine people in the picture, and I can see that {all} they are all young men, and they are probably professional soccer players, or a soccer team at school, since they are all wearing sports wears that look quite professional. And, the man at the back of the picture {is} has a funky look, while he has spiky haircut. | Well, I see at least nine people in the picture, and I can see that theye,all're probably young men, and they are probably professional soccer players or or a soccer team at school, since they're all wearing sportswa that look quite professional. And the the man at the back of the picture is has,, a funky look, while he has spiky haircut, |\n| 13 | And he\u2019s wearing a white short sleeved t-shirt and like he\u2019s wearing blue shirts and long socks which soccer players usually wear, and he\u2019s also wearing blue sneakers. He\u2019s trying to chase the yellow soccer ball. (um) I see many people wearing long soccer socks, which really impressed me, and they\u2019re all wearing like (um) red | and he's\ufffds wearing a white,-ved t-shirt and like he\u2019s wearing blue shirts and long socks, soccer players usually wear. and he\u2019s also wearing blue sneakers. He\u2019s trying to chase the yellow soccer ball. I I, I see many people wearing long soccer socks, which really impressed me, and they\u2019re all wearing like red,, |\n| 14 | shorts or (eh) like green shirts with numbers on it. So they might be quite professional. And the weather looks good. At the back of the picture, I could see many trees too. And I could even see the MRT. (eh) Also, I see two buildings. And I\u2019m not really good at soccer, but I like watching soccer games. So I hope maybe | shirtsorts or like,, or green shirts with numbers on it, So they might be quite professional. And the weather looks good. At the back of the picture, I could see many trees,, And I could even see the MRT. Also,. Also, I see two buildings. And I'm\ufffdm not really good at soccer, but I like watching soccer games, So I hope maybe |\n| 15 | I can\u2026 | I can't |\n| 16 | I think this might be a room {up a} {up in a} up in the top building in the city because {the windows} [out] outside the windows there\u2019s a lot of colorful [buil] buildings and it\u2019s also really high up on the ground. The woman in the middle is playing her violin to the guests and lots of people are taking pictures of her. I think this is a good place to have a celebration because [really] {it is really} | I think this might be a room up up in top top, in the top building and a top building in a city because the, windows,,,,, the windows,'s\ufffds a lot of colorful buildings buildings buildingss, it\u2019s also really high up the the ground. The woman in the middle is playing her violin to to the to to,, the guests,and,, lots of people are taking pictures of her. I think this is a good place to have a celebration because it it is because because it because,t, is really |\n| 17 | (um) it looks very comfortable and the food must taste really good. I think (um) the woman on the left is wearing a {red skirt} red dress and is wearing black heels. She\u2019s looking happily at the woman playing the violin while filming her on the phone. And then there is a waiter on the top right corner serving food to the guest that lives beside him. There is also a man | itit,, looks really comfortable, and the,, food must,,, the food must taste really good. I think the,, The, woman isthe is ise,,a,, woman is the left is wearing a rede, and andd and is wearing black.. She's\ufffds looking happily at the woman playing the violin while filming her on the phone. And then there is a waiter onon on onon,, the top right corner, to to the guest that that that. leads. him. Bes's also a man |\n| 18 | {with a} {with a white} [T sh] with a white shirt smiling happily. And behind the man, there is one guy on his iPad while another guy looks at him. {There is four} [pers] There's four people in total that\u2019s {looking at the violin} looking at the woman playing the violin, and they seem very satisfied with it. (Um) On the table, there are wines and different drinks for them. I don\u2019t see any | with with a white shirt,, white shirt,,t a white shirt, happily, And behind the men, there, is,,,, is one guy on his iPad,, another looks,,, looks another guy looks at him. There, is four people,,'s four people in total that's\ufffds looking looking at the woman,, at thewoman playing the violin, and they seem very satisfied with it. Ons,.,t, there ares and differents for them. I don't\ufffdtt any |\n| 19 | food yet, so maybe\u2026 | f,, so maybe |\n", "eval_runtime": 3.3369, "eval_samples_per_second": 5.994, "eval_steps_per_second": 0.899, "eval_wer": 36.708860759493675, "step": 54 }, { "epoch": 3.0555555555555554, "grad_norm": 0.05038021504878998, "learning_rate": 0.0004236111111111111, "loss": 0.0015, "step": 55 }, { "epoch": 3.111111111111111, "grad_norm": 0.12733161449432373, "learning_rate": 0.0004222222222222222, "loss": 0.0022, "step": 56 }, { "epoch": 3.1666666666666665, "grad_norm": 0.06785215437412262, "learning_rate": 0.00042083333333333333, "loss": 0.0018, "step": 57 }, { "epoch": 3.2222222222222223, "grad_norm": 0.21386469900608063, "learning_rate": 0.00041944444444444445, "loss": 0.0133, "step": 58 }, { "epoch": 3.2777777777777777, "grad_norm": 0.13166221976280212, "learning_rate": 0.0004180555555555556, "loss": 0.0046, "step": 59 }, { "epoch": 3.3333333333333335, "grad_norm": 0.04251060634851456, "learning_rate": 0.0004166666666666667, "loss": 0.0018, "step": 60 }, { "epoch": 3.388888888888889, "grad_norm": 0.12412368506193161, "learning_rate": 0.0004152777777777778, "loss": 0.0057, "step": 61 }, { "epoch": 3.4444444444444446, "grad_norm": 0.35977527499198914, "learning_rate": 0.0004138888888888889, "loss": 0.0178, "step": 62 }, { "epoch": 3.5, "grad_norm": 0.11651673167943954, "learning_rate": 0.0004125, "loss": 0.0027, "step": 63 }, { "epoch": 3.5555555555555554, "grad_norm": 0.5052365064620972, "learning_rate": 0.0004111111111111111, "loss": 0.0212, "step": 64 }, { "epoch": 3.611111111111111, "grad_norm": 0.03156950697302818, "learning_rate": 0.00040972222222222224, "loss": 0.0012, "step": 65 }, { "epoch": 3.6666666666666665, "grad_norm": 0.011763998307287693, "learning_rate": 0.00040833333333333336, "loss": 0.0007, "step": 66 }, { "epoch": 3.7222222222222223, "grad_norm": 0.02397063747048378, "learning_rate": 0.0004069444444444445, "loss": 0.0009, "step": 67 }, { "epoch": 3.7777777777777777, "grad_norm": 0.40207186341285706, "learning_rate": 0.00040555555555555554, "loss": 0.0221, "step": 68 }, { "epoch": 3.8333333333333335, "grad_norm": 0.110993392765522, "learning_rate": 0.00040416666666666666, "loss": 0.0044, "step": 69 }, { "epoch": 3.888888888888889, "grad_norm": 0.032382234930992126, "learning_rate": 0.0004027777777777778, "loss": 0.0008, "step": 70 }, { "epoch": 3.9444444444444446, "grad_norm": 0.27648651599884033, "learning_rate": 0.0004013888888888889, "loss": 0.002, "step": 71 }, { "epoch": 4.0, "grad_norm": 0.6025595664978027, "learning_rate": 0.0004, "loss": 0.0075, "step": 72 }, { "epoch": 4.0, "eval_cer": 22.62396694214876, "eval_loss": 3.7182018756866455, "eval_pred": "| i | Label | Prediction |\n| --- | --- | --- |\n| 0 | The people in the picture are playing soccer. I\u2019ve played soccer twice before in physical education class and I liked it. Well, mostly because I have really strong muscles in my legs from running, so I have a lot of advantages in soccer. If I was a parent, {I would} I would agree for my kid to play soccer. Mostly because playing a sport helps you stay healthy and fit and that\u2019s what ??? society thinks you should do. Stay fit and healthy. | The people in the picture are playing soccer. I've\ufffdve played soccer twice before in physical education class, I liked it, Well, mostly because I have really strong muscles in my legs from running, so I have a lot of advantages in soccer. If I was a parent, I\ufffd would agree agree would agree for my kid to play soccer, Mostly because playing a sport helps you stay healthy and fit, that's\ufffds what society society thinks you should do: Stay fit and healthy. |\n| 1 | And it\u2019s also good for your health too. You can have {lower} a lower risk of getting any diseases from body fat. Also, the people in this picture mostly are wearing jerseys and shorts. Some of them are wearing knee-high socks. And all of them are wearing sneakers. And the details in here. There are a lot of trees, which I really like. And really beautiful grass. And there are also two buildings in the background. | and it's\ufffds also good for your health,. You could have a\ufffd risk of lower risk of getting any diseases from body fat. Also, the people in this picture mostly are wearing jerseys and shorts. Some of them are wearing knee-high socks, And all of them are wearing sneakers. And the details in here, There\ufffd a lot of trees, which I really like, And they beautiful grass. And there are also two buildings in the background, |\n| 2 | Also a bridge. There is a silver car and there are multiple soccer balls which (um) means that they are probably practicing and not playing against each other. The [people] (um) Also there are benches in the background which also indicates that they ??? might be in a park instead of a soccer field. And there are | alsoso, bridge, There is a silver\ufffdver car car car,, car, there are multiple soccer balls, means\ufffd means means that they are probablyprobably practicing practicing practicing and not playing against each other. Also people\ufffd also Also also also Also, are benches in the background which also indicates that they mightmmight be bebe be in the park instead of a soccer field. And there are |\n| 3 | some\u2026 | some. |\n| 4 | (um) I think people in the picture is playing soccer, if I\u2019m not wrong. Yes, (eN) they are playing soccer. And (um) did I? I did. When I was in elementary school, we had a PE class and (um) the teacher taught us how to play soccer before. But, honestly, I\u2019m very poor (um) at sports, so I\u2019m not really enjoy it. But I did see some people, like {my} some of my classmate, really do know how to play soccer. | II, I think people in the picture is playing soccer, if I'm\ufffdm not wrong. They, they\ufffd, they they are playing soccer, And did\ufffd, Did.? I did. When I was in elementary school, we we had had we had hadwe a awe have to\ufffd to to\ufffd to to\ufffd, to\ufffd a class class, the\ufffd thet teacher taught us how to play soccer before. But honestly honestly, I\u2019m very poor at at,,,,,\ufffd, so sports, so I\u2019m not really enjoy it. But I did see some people like like my,,, of my classmatesmate really really do know how to play soccer, |\n| 5 | I was like, oh my god, this is a very good, very, very (um) phenomenal cause (um) {it's like} {it\u2019s a} it\u2019s very hard for some the students in Taiwan to play soccer, so as I think it\u2019s quite cool. And if I am parents, well, (um) (um) because I\u2019m not really interested in this, so, (um) if they want to, of course, I would encourage them, but (um) if they doesn\u2019t like that, I won\u2019t force them to do it cause I think it\u2019s not really (um), it\u2019s alright. {It doesn\u2019t like} it\u2019s not | and\ufffd was, was like, oh my god, this is very very good, very, very phenomenal\ufffd, because, it\ufffd,itit's like,,\ufffd's\ufffds like very,'s\ufffds a hard to to see to, some to\ufffd,, some, students in Taiwan to play soccer, so I I think it's\ufffds quite itit,, cool. And if I'm parents, well, because because, because\ufffd, because I'm\ufffdm not really interested in this, so if if\ufffd, so they want to, of course, I would encourage them, but if\ufffd, but they don't\ufffdt like that, I I won to won't\ufffdt force them to do it because, think it's\ufffds not really,, to to's\ufffds all, It,'s't\ufffds to,,'s\ufffds all like |\n| 6 | necessary and just like if they want, I will. And (um) if I have time, (um) so people and it\u2019s (um) only boys. Why? [ish] In the picture, they should have girls, but (um) in the picture, (um) the only boys in the pictures and (uN) they {separate} divided into two groups, is it? And all they\u2019re wearing this long socks is quite cool and (um) it\u2019s quite a beautiful place. It\u2019s a really beautiful place and (um) I think they enjoyed very | necessary, just like if they want I I will, And if\ufffd, If I have time. um\ufffd, so people and it's\ufffds only\ufffd, only boys, They? In\ufffd? In the picture, they should have girls, but inum, the the pictures, andum, and only boys in the pictures and theyum to they they separate\ufffd to divided divided into into two groups, is it? And oh they\u2019re wearing this long socks is quite cool and itum, and's\ufffds quite a beautiful place. It's\ufffds a really beautiful place. I., and think they enjoyed very |\n| 7 | much. It's quite\u2026 | much. It's a |\n| 8 | (Um) I think the picture is taken (um) at a park* and it\u2019s a very bright sunny day. And (um) there are some people are in the park and they are painting. and there is a woman (uh) on the right of the picture. She\u2019s sitting on the chair and {she is} she has short hair and {wearing*} some, wearing dress. And she | II, I think the picture is taken out\ufffd at at a park,, it's\ufffds a very bright, day, And there\ufffd, There are some people are in the park and they are pant. And And um there there is a woman on\ufffd on on the right of the picture. She is\ufffds sitting on the chair and she she has she she has short hair and wearing some are some some some wearing wearing dress. And she |\n| 9 | is painting some trees and I really like the picture. It\u2019s beautiful. And there are a bags beside the woman. I think there\u2019s (uh) {the wore} the pants or some color in the bags that she wants to draw. And there are also (um) lots of people {near} nearby the {the girl} the woman | it painting some trees, I really like the picture. It's\ufffds beautiful. And there are bags bags beside a woman. I think there\u2019s the\ufffd,s the work, or pants or some color in the bags that she wants toto to to draw. And there\ufffd also lots\ufffd, lots of people near nearar,, the girl girl girl,, girl, |\n| 10 | are painting and there are two people which has a bags and others are besides her and they are discussing* (um) how to draw the picture. And I think (uh) the advantage to join a park is that you can really near the picture you want to draw and it\u2019s in | are pant pantanting,,,, there are two people which has a bag and others are besides her, they are discussing how how\ufffd how how to draw the picture and And I think the\ufffd, the advantage to draw the park is that you can really near the the picture picture picture you want to draw, it's\ufffds in |\n| 11 | nature scenery\u2026 | nature scenery? |\n| 12 | Well, I see at least nine people in the picture, and I can see that {all} they are all young men, and they are probably professional soccer players, or a soccer team at school, since they are all wearing sports wears that look quite professional. And, the man at the back of the picture {is} has a funky look, while he has spiky haircut. | Well, I see at least nine people in the picture, and I can see that they\ufffd,rere all young men, and they are probably professional soccer players or or a soccer team at school, since they are all wearing sportswa that look quite professional. And the the man at the back of the picture is\ufffd, has a funky look, while he has spiky haircut, |\n| 13 | And he\u2019s wearing a white short sleeved t-shirt and like he\u2019s wearing blue shirts and long socks which soccer players usually wear, and he\u2019s also wearing blue sneakers. He\u2019s trying to chase the yellow soccer ball. (um) I see many people wearing long soccer socks, which really impressed me, and they\u2019re all wearing like (um) red | and he's\ufffds wearing a white,-ved t-shirt, like he\u2019s wearing blue shirts and long socks, soccer players usually wear. and he's\ufffds also wearing blue sneakers. He\u2019s trying to chase the yellow soccer ball. I\ufffd, I see many people wearing long soccer socks, which really impressed me, and they\u2019re all wearing like red\ufffd, red, |\n| 14 | shorts or (eh) like green shirts with numbers on it. So they might be quite professional. And the weather looks good. At the back of the picture, I could see many trees too. And I could even see the MRT. (eh) Also, I see two buildings. And I\u2019m not really good at soccer, but I like watching soccer games. So I hope maybe | shirtsirts or like\ufffd, like green shirts with numbers on it, So they might be quite professional. And the weather looks good. At the back of the picture, I could see many trees,, And I could even see the MRT. Also\ufffd. Also, I see two buildings. And I'm\ufffdm not really good at soccer, but I like watching soccer games, So I hope maybe |\n| 15 | I can\u2026 | I can't |\n| 16 | I think this might be a room {up a} {up in a} up in the top building in the city because {the windows} [out] outside the windows there\u2019s a lot of colorful [buil] buildings and it\u2019s also really high up on the ground. The woman in the middle is playing her violin to the guests and lots of people are taking pictures of her. I think this is a good place to have a celebration because [really] {it is really} | I think this might be a room up\ufffd in top building in in the city building in a city building in a city because the, windows,,\ufffd,\ufffd the windows,'s\ufffds a lot of colorful buildings\ufffdild buildings\ufffd, it's\ufffds also really high up to the ground. The woman in the middle is playing her violin to to the to to guests to the guests, and lots and lots of people are taking pictures of her. I think this is a good place to have a celebration because it it is is it it because\ufffd it\ufffd it is really it, |\n| 17 | (um) it looks very comfortable and the food must taste really good. I think (um) the woman on the left is wearing a {red skirt} red dress and is wearing black heels. She\u2019s looking happily at the woman playing the violin while filming her on the phone. And then there is a waiter on the top right corner serving food to the guest that lives beside him. There is also a man | itit, it looks really comfortable, and the the, food must, must must the food must taste really good. I think the\ufffd, the the woman womanwoman on onon the on\ufffd woman is woman on the back is wearing a red\ufffd dress and and dress and is wearing black.. She's\ufffds looking happily at the woman playing the violin while filming her on the phone. And then there is a waiter on\ufffd on on\ufffd on on the top right corner serving to to the guest that that that that leads. him. There is also a man, |\n| 18 | {with a} {with a white} [T sh] with a white shirt smiling happily. And behind the man, there is one guy on his iPad while another guy looks at him. {There is four} [pers] There's four people in total that\u2019s {looking at the violin} looking at the woman playing the violin, and they seem very satisfied with it. (Um) On the table, there are wines and different drinks for them. I don\u2019t see any | with\ufffd a white shirt,, white shirt,\ufffd\ufffdir\ufffd a white shirt smelling happily, And behind the men, there there is, there,, is one guy on his iPad,, another,\ufffd other guy looks another guy looks at him. There there is four people,\ufffd there\ufffd is four people in total that's\ufffds looking looking at the woman,, at the woman playing the violin, and we seem to satisfied with it. On\ufffd the table, there are a and different and for them. I don't\ufffds\ufffd any |\n| 19 | food yet, so maybe\u2026 | f,, so maybe |\n", "eval_runtime": 3.4056, "eval_samples_per_second": 5.873, "eval_steps_per_second": 0.881, "eval_wer": 37.160940325497286, "step": 72 }, { "epoch": 4.055555555555555, "grad_norm": 0.030582448467612267, "learning_rate": 0.00039861111111111114, "loss": 0.0012, "step": 73 }, { "epoch": 4.111111111111111, "grad_norm": 0.09531622380018234, "learning_rate": 0.0003972222222222222, "loss": 0.0026, "step": 74 }, { "epoch": 4.166666666666667, "grad_norm": 0.009267039597034454, "learning_rate": 0.0003958333333333333, "loss": 0.0005, "step": 75 }, { "epoch": 4.222222222222222, "grad_norm": 0.014972011558711529, "learning_rate": 0.00039444444444444444, "loss": 0.0006, "step": 76 }, { "epoch": 4.277777777777778, "grad_norm": 0.16067148745059967, "learning_rate": 0.00039305555555555556, "loss": 0.0047, "step": 77 }, { "epoch": 4.333333333333333, "grad_norm": 0.19701412320137024, "learning_rate": 0.0003916666666666667, "loss": 0.0028, "step": 78 }, { "epoch": 4.388888888888889, "grad_norm": 0.11739750951528549, "learning_rate": 0.0003902777777777778, "loss": 0.0027, "step": 79 }, { "epoch": 4.444444444444445, "grad_norm": 0.14502155780792236, "learning_rate": 0.0003888888888888889, "loss": 0.0095, "step": 80 }, { "epoch": 4.5, "grad_norm": 0.0708218440413475, "learning_rate": 0.00038750000000000004, "loss": 0.0019, "step": 81 }, { "epoch": 4.555555555555555, "grad_norm": 0.014804954640567303, "learning_rate": 0.00038611111111111116, "loss": 0.0005, "step": 82 }, { "epoch": 4.611111111111111, "grad_norm": 0.07730747014284134, "learning_rate": 0.0003847222222222222, "loss": 0.001, "step": 83 }, { "epoch": 4.666666666666667, "grad_norm": 0.6450597643852234, "learning_rate": 0.00038333333333333334, "loss": 0.0235, "step": 84 }, { "epoch": 4.722222222222222, "grad_norm": 0.3524231016635895, "learning_rate": 0.0003819444444444444, "loss": 0.0406, "step": 85 }, { "epoch": 4.777777777777778, "grad_norm": 0.02816462703049183, "learning_rate": 0.00038055555555555553, "loss": 0.0008, "step": 86 }, { "epoch": 4.833333333333333, "grad_norm": 0.5278534293174744, "learning_rate": 0.00037916666666666665, "loss": 0.0203, "step": 87 }, { "epoch": 4.888888888888889, "grad_norm": 0.20142392814159393, "learning_rate": 0.00037777777777777777, "loss": 0.0041, "step": 88 }, { "epoch": 4.944444444444445, "grad_norm": 0.5681599378585815, "learning_rate": 0.0003763888888888889, "loss": 0.05, "step": 89 }, { "epoch": 5.0, "grad_norm": 0.005321883130818605, "learning_rate": 0.000375, "loss": 0.0002, "step": 90 }, { "epoch": 5.0, "eval_cer": 23.639807162534435, "eval_loss": 3.7642619609832764, "eval_pred": "| i | Label | Prediction |\n| --- | --- | --- |\n| 0 | The people in the picture are playing soccer. I\u2019ve played soccer twice before in physical education class and I liked it. Well, mostly because I have really strong muscles in my legs from running, so I have a lot of advantages in soccer. If I was a parent, {I would} I would agree for my kid to play soccer. Mostly because playing a sport helps you stay healthy and fit and that\u2019s what ??? society thinks you should do. Stay fit and healthy. | The people in the picture are playing soccer. I've\ufffdve played soccer twice before in physical education class, I liked it, Well, mostly because I have really strong muscles in my legs from running, so I have a lot of advantages in soccer. If I was a parent, I\ufffd would agree agree would agree for my kid to play soccer, Mostly because playing a sport helps you stay healthy and fit, that\u2019s what society society thinks you should do, Stay fit and healthy. |\n| 1 | And it\u2019s also good for your health too. You can have {lower} a lower risk of getting any diseases from body fat. Also, the people in this picture mostly are wearing jerseys and shorts. Some of them are wearing knee-high socks. And all of them are wearing sneakers. And the details in here. There are a lot of trees, which I really like. And really beautiful grass. And there are also two buildings in the background. | and it's\ufffds also good for your health,. You can have a\ufffd risk of lower risk of getting any diseases from body fat. Also, the people in this picture mostly are wearing jerseys and shorts. Some of them are wearing knee-high socks, And all of them are wearing sneakers. And the details in here, There are a lot of trees, which I really like, And the beautiful grass. And there are also two buildings in the background, |\n| 2 | Also a bridge. There is a silver car and there are multiple soccer balls which (um) means that they are probably practicing and not playing against each other. The [people] (um) Also there are benches in the background which also indicates that they ??? might be in a park instead of a soccer field. And there are | alsoso, bridge. There is a silver\ufffdver car carcar,, car, there are multiple soccer balls, means\ufffd means means that they are probablyprobably practicing practicing practicing and not playing against each other. Also people\ufffd um Um also also Also, are benches in the background which also indicates that they mightmmight be mightbe be in a park instead of a soccer field. And there are |\n| 3 | some\u2026 | some |\n| 4 | (um) I think people in the picture is playing soccer, if I\u2019m not wrong. Yes, (eN) they are playing soccer. And (um) did I? I did. When I was in elementary school, we had a PE class and (um) the teacher taught us how to play soccer before. But, honestly, I\u2019m very poor (um) at sports, so I\u2019m not really enjoy it. But I did see some people, like {my} some of my classmate, really do know how to play soccer. | II, I think people in the picture is playing soccer, if I'm\ufffdm not wrong. They, they\ufffd they they they are playing soccer, And did\ufffd, Did I? I did. And I was in elementary school, we we had had we had hada aaa have toa to tohow playsha, but\ufffd a class class, the\ufffdtt teacher taught us how to play soccer before. But honestly honestly, I\u2019m very poor at at a,,s,\ufffd so so sports, so I\u2019m not really enjoy it, But I did see some people like like some my classmates of my classmatesmatess really do know how to play soccer, |\n| 5 | I was like, oh my god, this is a very good, very, very (um) phenomenal cause (um) {it's like} {it\u2019s a} it\u2019s very hard for some the students in Taiwan to play soccer, so as I think it\u2019s quite cool. And if I am parents, well, (um) (um) because I\u2019m not really interested in this, so, (um) if they want to, of course, I would encourage them, but (um) if they doesn\u2019t like that, I won\u2019t force them to do it cause I think it\u2019s not really (um), it\u2019s alright. {It doesn\u2019t like} it\u2019s not | I\ufffd was like was like, oh my god, this is very very good, very, very,\ufffd. because, it\ufffd,it\ufffd's very,,\ufffd's\ufffds like very\ufffd's\ufffds a good to to see to to a to\ufffd a to some, students in Taiwan to play soccer, so I I think it's\ufffds quite quite\ufffd, quite cool. And if I'm parents, well, because because, because\ufffd because because I'm\ufffds not really interested in this, so if so\ufffd,s they want to, of course, I would encourage them but but if\ufffd,\ufffd they\u2019\ufffds like that, I I won to won't\ufffds force them to do it because I t it's\ufffds not really,\ufffd to to\u2019s all, It its't\ufffds like,,'s\ufffds all like |\n| 6 | necessary and just like if they want, I will. And (um) if I have time, (um) so people and it\u2019s (um) only boys. Why? [ish] In the picture, they should have girls, but (um) in the picture, (um) the only boys in the pictures and (uN) they {separate} divided into two groups, is it? And all they\u2019re wearing this long socks is quite cool and (um) it\u2019s quite a beautiful place. It\u2019s a really beautiful place and (um) I think they enjoyed very | necessary, just like if they want I I will, And if\ufffd, If I have time. um\ufffd. so people and it's\ufffds only\ufffd, only boys, Why? In\ufffd. In the picture, they should have girls, but inum, the the pictures, and\ufffd, and only boys in the pictures and theyum tog and separate\ufffdperate divided into into two groups, is it? And oh they\u2019s wearing this long socks. quite cool and it\ufffd; and's\ufffds quite cool beautiful place. It's\ufffds a really beautiful place and I and and and think they enjoyed very |\n| 7 | much. It's quite\u2026 | march. It's quite |\n| 8 | (Um) I think the picture is taken (um) at a park* and it\u2019s a very bright sunny day. And (um) there are some people are in the park and they are painting. and there is a woman (uh) on the right of the picture. She\u2019s sitting on the chair and {she is} she has short hair and {wearing*} some, wearing dress. And she | II, I think the picture is taken at\ufffd at at a park,, it's\ufffds a very bright, day, And there\ufffd, there are some people are in the park and they are pant. And And um there there is a woman on\ufffd on on the right of the picture. She is\ufffds sitting on the chair and she she has she she has short hair and wearing somearing some some and wearing wearing dress. And she |\n| 9 | is painting some trees and I really like the picture. It\u2019s beautiful. And there are a bags beside the woman. I think there\u2019s (uh) {the wore} the pants or some color in the bags that she wants to draw. And there are also (um) lots of people {near} nearby the {the girl} the woman | is pant some trees, I really like the picture. It's\ufffds beautiful. And there are bags backs beside a woman. I think there\u2019s the\ufffd the the\ufffd pants, or pants or some color in the bags that she wants to to draw. draw. And there are also lots\ufffd lots lots of people near nearbyar nearby by the girl girl girl,, woman, |\n| 10 | are painting and there are two people which has a bags and others are besides her and they are discussing* (um) how to draw the picture. And I think (uh) the advantage to join a park is that you can really near the picture you want to draw and it\u2019s in | are pantpantingting, and, there are two people which has a bag and others are besides her, I are disgusting how how\ufffd how how to draw the picture and And I think the\ufffd, the advantage to draw the park is that you can really near the the picture picture picture you want to draw and it's\ufffds in |\n| 11 | nature scenery\u2026 | nature scenery, |\n| 12 | Well, I see at least nine people in the picture, and I can see that {all} they are all young men, and they are probably professional soccer players, or a soccer team at school, since they are all wearing sports wears that look quite professional. And, the man at the back of the picture {is} has a funky look, while he has spiky haircut. | Well, I see at least nine people in the picture, and I can see that they\ufffd,\ufffd\ufffd all young men, and they are probably professional soccer players or or a soccer team at school, since they are all wearing sportswa that look quite professional. And the the man at the back of the picture has\ufffd has has a funky look, while he has spiky haircut, |\n| 13 | And he\u2019s wearing a white short sleeved t-shirt and like he\u2019s wearing blue shirts and long socks which soccer players usually wear, and he\u2019s also wearing blue sneakers. He\u2019s trying to chase the yellow soccer ball. (um) I see many people wearing long soccer socks, which really impressed me, and they\u2019re all wearing like (um) red | and he's\ufffds wearing a white,-ved t-shirt, like he\u2019s wearing blue shirts and long socks, soccer players usually wear. and he\u2019s also wearing blue sneakers. He\u2019s trying to chase the yellow soccer ball. I\ufffd I I see many people wearing long soccer socks, which really impressed me, and they\u2019s all wearing like red\ufffd red like |\n| 14 | shorts or (eh) like green shirts with numbers on it. So they might be quite professional. And the weather looks good. At the back of the picture, I could see many trees too. And I could even see the MRT. (eh) Also, I see two buildings. And I\u2019m not really good at soccer, but I like watching soccer games. So I hope maybe | shirtsorts or like\ufffd like like green shirts with numbers on it, So they might be quite professional. And the weather looks good. At the back of the picture, I could see many trees,, And I could even see the MRT. Also\ufffd. Also, I see two buildings. And I'm\ufffdm not really good at soccer, but I like watching soccer games. So I hope maybe |\n| 15 | I can\u2026 | I can't |\n| 16 | I think this might be a room {up a} {up in a} up in the top building in the city because {the windows} [out] outside the windows there\u2019s a lot of colorful [buil] buildings and it\u2019s also really high up on the ground. The woman in the middle is playing her violin to the guests and lots of people are taking pictures of her. I think this is a good place to have a celebration because [really] {it is really} | I think this might be a room up\ufffd in top building\ufffd in the top building in a top building in a city because the\ufffd windows,,\ufffds\ufffd the windows,'s\ufffds a lot of colorful buildings\ufffdild buildings\ufffd, it's\ufffds also really high up the the ground. The woman in the middle is playing her violin to to the to to guests guests the guests, and lots and lots of people are taking pictures of her. I think this is a good place to have a celebration because it it is because it really because\ufffd it\ufffd it is really |\n| 17 | (um) it looks very comfortable and the food must taste really good. I think (um) the woman on the left is wearing a {red skirt} red dress and is wearing black heels. She\u2019s looking happily at the woman playing the violin while filming her on the phone. And then there is a waiter on the top right corner serving food to the guest that lives beside him. There is also a man | itit, it looks really comfortable, and the the and food and and must must the food must taste really good. I think the\ufffd the the the woman womanwoman on ona the is\ufffd woman is woman on the left is wearing a red\ufffd dress and and dress and is wearing black heel. She's\ufffds looking happily at the woman playing the violin while filming her on the phone. And then there is a waiter on\ufffd the on\ufffd\ufffd on the top right corner servings to the guest that\ufffd that that leads. him. There is also a man |\n| 18 | {with a} {with a white} [T sh] with a white shirt smiling happily. And behind the man, there is one guy on his iPad while another guy looks at him. {There is four} [pers] There's four people in total that\u2019s {looking at the violin} looking at the woman playing the violin, and they seem very satisfied with it. (Um) On the table, there are wines and different drinks for them. I don\u2019t see any | with\ufffd a white shirt\ufffd a white shirt\ufffd\ufffdir\ufffd a white shirt smelling happily, And behind the men, there there is, there one, is one guy on his iPad,, another while\ufffd other guy guy another guy looks at him. There There is four people,\ufffd\ufffd is four people in total that's\ufffds looking looking looking the violin, looking at the woman playing the violin, and we seemss with a. Looking\ufffd\ufffd the woman, and are four and differents for them. I don't\ufffds\ufffd a |\n| 19 | food yet, so maybe\u2026 | food,, so maybe |\n", "eval_runtime": 3.2934, "eval_samples_per_second": 6.073, "eval_steps_per_second": 0.911, "eval_wer": 37.79385171790235, "step": 90 }, { "epoch": 5.055555555555555, "grad_norm": 0.2083294838666916, "learning_rate": 0.00037361111111111113, "loss": 0.0034, "step": 91 }, { "epoch": 5.111111111111111, "grad_norm": 0.014852491207420826, "learning_rate": 0.00037222222222222225, "loss": 0.0006, "step": 92 }, { "epoch": 5.166666666666667, "grad_norm": 0.01412002183496952, "learning_rate": 0.00037083333333333337, "loss": 0.0007, "step": 93 }, { "epoch": 5.222222222222222, "grad_norm": 0.062421511858701706, "learning_rate": 0.0003694444444444445, "loss": 0.0017, "step": 94 }, { "epoch": 5.277777777777778, "grad_norm": 0.02725629135966301, "learning_rate": 0.0003680555555555556, "loss": 0.0011, "step": 95 }, { "epoch": 5.333333333333333, "grad_norm": 0.1375083327293396, "learning_rate": 0.00036666666666666667, "loss": 0.003, "step": 96 }, { "epoch": 5.388888888888889, "grad_norm": 0.2710868716239929, "learning_rate": 0.0003652777777777778, "loss": 0.0189, "step": 97 }, { "epoch": 5.444444444444445, "grad_norm": 0.1973697692155838, "learning_rate": 0.00036388888888888886, "loss": 0.0064, "step": 98 }, { "epoch": 5.5, "grad_norm": 0.008654274977743626, "learning_rate": 0.0003625, "loss": 0.0005, "step": 99 }, { "epoch": 5.555555555555555, "grad_norm": 0.020690593868494034, "learning_rate": 0.0003611111111111111, "loss": 0.0007, "step": 100 }, { "epoch": 5.611111111111111, "grad_norm": 0.038608282804489136, "learning_rate": 0.0003597222222222222, "loss": 0.0017, "step": 101 }, { "epoch": 5.666666666666667, "grad_norm": 0.0970405712723732, "learning_rate": 0.00035833333333333333, "loss": 0.003, "step": 102 }, { "epoch": 5.722222222222222, "grad_norm": 0.36489927768707275, "learning_rate": 0.00035694444444444445, "loss": 0.0104, "step": 103 }, { "epoch": 5.777777777777778, "grad_norm": 0.3383013904094696, "learning_rate": 0.00035555555555555557, "loss": 0.0137, "step": 104 }, { "epoch": 5.833333333333333, "grad_norm": 0.014441924169659615, "learning_rate": 0.0003541666666666667, "loss": 0.0006, "step": 105 }, { "epoch": 5.888888888888889, "grad_norm": 0.028672177344560623, "learning_rate": 0.0003527777777777778, "loss": 0.0009, "step": 106 }, { "epoch": 5.944444444444445, "grad_norm": 0.030764585360884666, "learning_rate": 0.0003513888888888889, "loss": 0.001, "step": 107 }, { "epoch": 6.0, "grad_norm": 0.1490170955657959, "learning_rate": 0.00035, "loss": 0.0028, "step": 108 }, { "epoch": 6.0, "eval_cer": 23.88085399449036, "eval_loss": 3.6116809844970703, "eval_pred": "| i | Label | Prediction |\n| --- | --- | --- |\n| 0 | The people in the picture are playing soccer. I\u2019ve played soccer twice before in physical education class and I liked it. Well, mostly because I have really strong muscles in my legs from running, so I have a lot of advantages in soccer. If I was a parent, {I would} I would agree for my kid to play soccer. Mostly because playing a sport helps you stay healthy and fit and that\u2019s what ??? society thinks you should do. Stay fit and healthy. | The people in the picture are playing soccer. I've\ufffdve played soccer twice before in physical education class, I liked it, Well, mostly because I have really strong muscles in my legs from running, so I have a lot of advantages in soccer. If I was a parent, I\ufffd would agree agree would agree for my kid to play soccer, Mostly because playing a sport helps you stay healthy and fit, that's\ufffds what societysoci thinks you should do, Stay fit and healthy. |\n| 1 | And it\u2019s also good for your health too. You can have {lower} a lower risk of getting any diseases from body fat. Also, the people in this picture mostly are wearing jerseys and shorts. Some of them are wearing knee-high socks. And all of them are wearing sneakers. And the details in here. There are a lot of trees, which I really like. And really beautiful grass. And there are also two buildings in the background. | And it's\ufffds also good for your health,. You can have aa risk of lower risk of getting any diseases from body fat. Also, the people in this picture mostly are wearing jerseys and shorts. Some of them are wearing knee-high socks, And all of them are wearing sneakers. And the details in here, There are a lot of trees, which I really like, And they beautiful grass. And there are also two buildings in the background, |\n| 2 | Also a bridge. There is a silver car and there are multiple soccer balls which (um) means that they are probably practicing and not playing against each other. The [people] (um) Also there are benches in the background which also indicates that they ??? might be in a park instead of a soccer field. And there are | alsoso, bridge. There is a silver carver car anda, and car, there are multiple soccer balls, meansme meansme that they are probablyprobably practicing practicing practicing and not playing against each other. Also people\ufffd alsomalso also Also, are benches in the background which also indicates that they mightmmight bebebe be in a park instead of a soccer field. And there are |\n| 3 | some\u2026 | some |\n| 4 | (um) I think people in the picture is playing soccer, if I\u2019m not wrong. Yes, (eN) they are playing soccer. And (um) did I? I did. When I was in elementary school, we had a PE class and (um) the teacher taught us how to play soccer before. But, honestly, I\u2019m very poor (um) at sports, so I\u2019m not really enjoy it. But I did see some people, like {my} some of my classmate, really do know how to play soccer. | II, I think people in the picture is playing soccer, if I'm\ufffdm not wrong. Yes, they they are theythey are playing soccer, And didi, Did.? I did. When I was in elementary school, we we had hada hadaa toaaaaa toaataa anda have a class class, the\ufffdtt teacher taught us how to play soccer before. But honestly honestly, I\u2019m very poor atatsaasasts sports, so I'm\ufffdm not really enjoy it. But I did see some people, like somess of my classmatesmates really do know how to play soccer. |\n| 5 | I was like, oh my god, this is a very good, very, very (um) phenomenal cause (um) {it's like} {it\u2019s a} it\u2019s very hard for some the students in Taiwan to play soccer, so as I think it\u2019s quite cool. And if I am parents, well, (um) (um) because I\u2019m not really interested in this, so, (um) if they want to, of course, I would encourage them, but (um) if they doesn\u2019t like that, I won\u2019t force them to do it cause I think it\u2019s not really (um), it\u2019s alright. {It doesn\u2019t like} it\u2019s not | I\ufffd was, was like, oh my god, this is very very good, very, very phenomenal\ufffd, because because it\ufffd,itits very,,as\ufffds very veryt's\ufffds a hard to to see toas toata some, students in Taiwan to play sucker, so I I think it's\ufffds quite quitets quite cool. And if I'm parents, well, because because, because\ufffd because because I'm\ufffds not really interested in this, so if if,s they want to, of course, I would encourage them but but iftt theyd't\ufffdsl that, I Iw I won't\ufffdsl them to do it because want it's\ufffds not really,t tos\ufffds all, Its't\ufffdsl,,s\ufffds all really |\n| 6 | necessary and just like if they want, I will. And (um) if I have time, (um) so people and it\u2019s (um) only boys. Why? [ish] In the picture, they should have girls, but (um) in the picture, (um) the only boys in the pictures and (uN) they {separate} divided into two groups, is it? And all they\u2019re wearing this long socks is quite cool and (um) it\u2019s quite a beautiful place. It\u2019s a really beautiful place and (um) I think they enjoyed very | necessary, just like if they want I I will. And if\ufffd, If I have time. um\ufffd. so people and it's\ufffds onlya only only boys, They? In\ufffd? In the picture, they should have girls, but inum, The the pictures, thea, and only boys in the pictures and theyasss separatee andt divided into into two groups, is it? And oh,\u2019s wearing this long socks, quite cool and itatts\ufffds quite cool beautiful place. It's\ufffds quite really beautiful place and It and think they enjoyed very |\n| 7 | much. It's quite\u2026 | aarch. It's quite |\n| 8 | (Um) I think the picture is taken (um) at a park* and it\u2019s a very bright sunny day. And (um) there are some people are in the park and they are painting. and there is a woman (uh) on the right of the picture. She\u2019s sitting on the chair and {she is} she has short hair and {wearing*} some, wearing dress. And she | UmI, I think the picture is taken at\ufffd at and a park,and it's\ufffds a very bright, day, And therem, There are some people are in the park and they are pant. And And um there there is a woman ona on on the right of the picture. She's\ufffds sitting on the chair and she she has she she has short hair and wearing somearing somess wearing wearing some. And she |\n| 9 | is painting some trees and I really like the picture. It\u2019s beautiful. And there are a bags beside the woman. I think there\u2019s (uh) {the wore} the pants or some color in the bags that she wants to draw. And there are also (um) lots of people {near} nearby the {the girl} the woman | is pant some trees, I really like the picture. It's\ufffds beautiful. And there are bags bags beside a woman. I think there's\ufffds the the thes the pants, or pants or some color in the bags that she wants toto draw. draw. And there are also lotsa lots lots of people nearnear nearby nearby the girl girl girl, girlgirlgirlgirlgirl |\n| 10 | are painting and there are two people which has a bags and others are besides her and they are discussing* (um) how to draw the picture. And I think (uh) the advantage to join a park is that you can really near the picture you want to draw and it\u2019s in | are pant pantantingting, and. there are two people, has a bag and others are besides her and I are discussing howhowing howhow to draw the picture and And I think thea,the advantage to draw the park is that you can really near thethe picture picture picture you want to draw and it's\ufffds in |\n| 11 | nature scenery\u2026 | Nature scenery, |\n| 12 | Well, I see at least nine people in the picture, and I can see that {all} they are all young men, and they are probably professional soccer players, or a soccer team at school, since they are all wearing sports wears that look quite professional. And, the man at the back of the picture {is} has a funky look, while he has spiky haircut. | Well, I see at least nine people in the picture, and I can see that they\ufffd,allre probably young men, and they are probably professional soccer players or or a soccer team at school, since they\ufffd all wearing sportswa that look quite professional. And the the man at the back of the picture hasas,as a funky look, while he has spiky hair, |\n| 13 | And he\u2019s wearing a white short sleeved t-shirt and like he\u2019s wearing blue shirts and long socks which soccer players usually wear, and he\u2019s also wearing blue sneakers. He\u2019s trying to chase the yellow soccer ball. (um) I see many people wearing long soccer socks, which really impressed me, and they\u2019re all wearing like (um) red | and he's\ufffds wearing a white,-ved t-shirt, like he\u2019s wearing blue shirts and long socks, soccer players usually wear. and he's\ufffds also wearing blue sneakers. He\u2019s trying to chase the yellow soccer ball. I I I I see many people wearing long soccer socks which which really impressed me, and they\u2019re all wearing like red red red like |\n| 14 | shorts or (eh) like green shirts with numbers on it. So they might be quite professional. And the weather looks good. At the back of the picture, I could see many trees too. And I could even see the MRT. (eh) Also, I see two buildings. And I\u2019m not really good at soccer, but I like watching soccer games. So I hope maybe | shirtsorts or like\ufffd like like green shirts with numbers on it, So, might be quite professional. And the weather looks good. At the back of the picture, I could see many trees,. And I could even see the MRT. Alsoa.Al, I see two buildings. And I'm\ufffdm not really good at soccer, but I like watching soccer games. So I hope maybe |\n| 15 | I can\u2026 | I can't |\n| 16 | I think this might be a room {up a} {up in a} up in the top building in the city because {the windows} [out] outside the windows there\u2019s a lot of colorful [buil] buildings and it\u2019s also really high up on the ground. The woman in the middle is playing her violin to the guests and lots of people are taking pictures of her. I think this is a good place to have a celebration because [really] {it is really} | I think this might be a room up\ufffd in top buildingaup the city building in a top building in a city because thea windows,,\ufffdout\ufffd the windows,'s\ufffds a lot of colorful buildings\ufffdld buildings\ufffd and it's\ufffds also really up up the the ground. The woman in the middle is playing her violin to to the to to guests guests the guests andand lots and lots of people are taking pictures of her. I think this is a good place to have a celebration because itits becauseit really because\ufffds\ufffds really |\n| 17 | (um) it looks very comfortable and the food must taste really good. I think (um) the woman on the left is wearing a {red skirt} red dress and is wearing black heels. She\u2019s looking happily at the woman playing the violin while filming her on the phone. And then there is a waiter on the top right corner serving food to the guest that lives beside him. There is also a man | itit,, looks really comfortable, and the the and food mustit must and the food must taste really good. I think the\ufffd thethethe woman womanthe onaa theaa womanest woman on the left is wearing a red\ufffd dress and andd and is wearing black heel. She's\ufffds looking happily at the woman playing the violin while filming her on the phone. And then there is a waiter ona theonon topon the top right corner servings to the guest thatsss leadss him. There is also a man |\n| 18 | {with a} {with a white} [T sh] with a white shirt smiling happily. And behind the man, there is one guy on his iPad while another guy looks at him. {There is four} [pers] There's four people in total that\u2019s {looking at the violin} looking at the woman playing the violin, and they seem very satisfied with it. (Um) On the table, there are wines and different drinks for them. I don\u2019t see any | with\ufffd a white shirt,\ufffd white shirt,\ufffd\ufffd,\ufffd a white shirt smelling happily, And behind the men, therethere is,a one, is one guy on his iPad,all another looksaother guy looks another guy looks at him. There Theres four people,\ufffds\ufffds four people in total thats\ufffds looking looking the woman. looking at the woman playing the violin, looking we seemm satisfied with it.\ufffdss, there aress differentss them. I don't\ufffdst any |\n| 19 | food yet, so maybe\u2026 | food,, so maybe |\n", "eval_runtime": 3.42, "eval_samples_per_second": 5.848, "eval_steps_per_second": 0.877, "eval_wer": 36.708860759493675, "step": 108 }, { "epoch": 6.055555555555555, "grad_norm": 0.009328005835413933, "learning_rate": 0.0003486111111111111, "loss": 0.0005, "step": 109 }, { "epoch": 6.111111111111111, "grad_norm": 0.015002883039414883, "learning_rate": 0.00034722222222222224, "loss": 0.0008, "step": 110 }, { "epoch": 6.166666666666667, "grad_norm": 0.013342920690774918, "learning_rate": 0.00034583333333333335, "loss": 0.0008, "step": 111 }, { "epoch": 6.222222222222222, "grad_norm": 0.007024576421827078, "learning_rate": 0.0003444444444444445, "loss": 0.0003, "step": 112 }, { "epoch": 6.277777777777778, "grad_norm": 0.03129073604941368, "learning_rate": 0.00034305555555555554, "loss": 0.0011, "step": 113 }, { "epoch": 6.333333333333333, "grad_norm": 0.006335992366075516, "learning_rate": 0.00034166666666666666, "loss": 0.0003, "step": 114 }, { "epoch": 6.388888888888889, "grad_norm": 0.017195988446474075, "learning_rate": 0.0003402777777777778, "loss": 0.0006, "step": 115 }, { "epoch": 6.444444444444445, "grad_norm": 0.010880278423428535, "learning_rate": 0.0003388888888888889, "loss": 0.0005, "step": 116 }, { "epoch": 6.5, "grad_norm": 0.27434948086738586, "learning_rate": 0.0003375, "loss": 0.0238, "step": 117 }, { "epoch": 6.555555555555555, "grad_norm": 0.005318185314536095, "learning_rate": 0.00033611111111111114, "loss": 0.0003, "step": 118 }, { "epoch": 6.611111111111111, "grad_norm": 0.00578909320756793, "learning_rate": 0.0003347222222222222, "loss": 0.0002, "step": 119 }, { "epoch": 6.666666666666667, "grad_norm": 0.006352448370307684, "learning_rate": 0.0003333333333333333, "loss": 0.0003, "step": 120 }, { "epoch": 6.722222222222222, "grad_norm": 0.004829132463783026, "learning_rate": 0.00033194444444444444, "loss": 0.0003, "step": 121 }, { "epoch": 6.777777777777778, "grad_norm": 0.010852123610675335, "learning_rate": 0.00033055555555555556, "loss": 0.0005, "step": 122 }, { "epoch": 6.833333333333333, "grad_norm": 0.0026999430265277624, "learning_rate": 0.0003291666666666667, "loss": 0.0002, "step": 123 }, { "epoch": 6.888888888888889, "grad_norm": 0.01798478327691555, "learning_rate": 0.0003277777777777778, "loss": 0.0009, "step": 124 }, { "epoch": 6.944444444444445, "grad_norm": 0.04392784833908081, "learning_rate": 0.0003263888888888889, "loss": 0.0017, "step": 125 }, { "epoch": 7.0, "grad_norm": 0.004539837595075369, "learning_rate": 0.00032500000000000004, "loss": 0.0003, "step": 126 }, { "epoch": 7.0, "eval_cer": 24.655647382920108, "eval_loss": 3.5534629821777344, "eval_pred": "| i | Label | Prediction |\n| --- | --- | --- |\n| 0 | The people in the picture are playing soccer. I\u2019ve played soccer twice before in physical education class and I liked it. Well, mostly because I have really strong muscles in my legs from running, so I have a lot of advantages in soccer. If I was a parent, {I would} I would agree for my kid to play soccer. Mostly because playing a sport helps you stay healthy and fit and that\u2019s what ??? society thinks you should do. Stay fit and healthy. | The people in the picture are playing soccer. I\u2019ve played soccer twice before in physical education class, I liked it, Well, mostly because I have really strong muscles in my legs from running, so I have a lot of advantages in soccer. If I was a parent, I I would agree for would agree for my kid to play soccer, Mostly because playing a sport helps you stay healthy and fit, that\u2019s what societysoci thinks you should do, Stay fit and healthy. |\n| 1 | And it\u2019s also good for your health too. You can have {lower} a lower risk of getting any diseases from body fat. Also, the people in this picture mostly are wearing jerseys and shorts. Some of them are wearing knee-high socks. And all of them are wearing sneakers. And the details in here. There are a lot of trees, which I really like. And really beautiful grass. And there are also two buildings in the background. | And it's\ufffds also good for your health,. You could have a a risk of lower risk of getting any diseases from body fat. Also, the people in this picture mostly are wearing jerseys and shorts. Some of them are wearing knee-high socks, And all of them are wearing sneakers. And the details in here, There are a lot of trees, which I really like, And they beautiful grass. And there are also two buildings in the background, |\n| 2 | Also a bridge. There is a silver car and there are multiple soccer balls which (um) means that they are probably practicing and not playing against each other. The [people] (um) Also there are benches in the background which also indicates that they ??? might be in a park instead of a soccer field. And there are | alsoso, bridge, There is a silver carver car and and,, car, there are multiple soccer balls, means\ufffd means means that they are probablyprobably practicing practicing practicing and not playing against each other. Also people\ufffd also Alsoalso also Also, are benches in the background which also indicates that they mightmmight bebebe be in a park instead of a soccer field. And there are |\n| 3 | some\u2026 | some... |\n| 4 | (um) I think people in the picture is playing soccer, if I\u2019m not wrong. Yes, (eN) they are playing soccer. And (um) did I? I did. When I was in elementary school, we had a PE class and (um) the teacher taught us how to play soccer before. But, honestly, I\u2019m very poor (um) at sports, so I\u2019m not really enjoy it. But I did see some people, like {my} some of my classmate, really do know how to play soccer. | II, I think people in the picture is playing soccer, if I'm\ufffdm not wrong. Yes, they they are theythey are playing soccer, And didi, Did.? I did. And I was in elementary school, we we had hada hadaa aaaallaa toaa class classa,a\ufffd a class class, thea thet teacher taught us how to play soccer before. But honestly honestly, I\u2019m very poor atat sports,so sports,a so so sports, so I\u2019m not really enjoy it. But I\ufffd see some people, like some,st, of my classmatesmates really do know how to play soccer, |\n| 5 | I was like, oh my god, this is a very good, very, very (um) phenomenal cause (um) {it's like} {it\u2019s a} it\u2019s very hard for some the students in Taiwan to play soccer, so as I think it\u2019s quite cool. And if I am parents, well, (um) (um) because I\u2019m not really interested in this, so, (um) if they want to, of course, I would encourage them, but (um) if they doesn\u2019t like that, I won\u2019t force them to do it cause I think it\u2019s not really (um), it\u2019s alright. {It doesn\u2019t like} it\u2019s not | I I was, was like, oh my god, this is very very good, very, very phenomenalinal because because because it\ufffd,it it's very, toit's\ufffds very very,'s\ufffds a hard to to see toit some toit it, some, students in Taiwan to play soccer, so I I think it's\ufffds quite quitell,, cool. And if I'm parents, well, because because, because\ufffd because because I\u2019s not really interested in this, so if if,,if they\ufffd to, of course, I\ufffd encourage them, but ifit, but they\ufffd\u2019sl that, I Iw I won't\ufffds force them to do it because,\ufffd it\u2019s not really, itt to\u2019s all, It,'s\u2019sl,,\u2019s all really |\n| 6 | necessary and just like if they want, I will. And (um) if I have time, (um) so people and it\u2019s (um) only boys. Why? [ish] In the picture, they should have girls, but (um) in the picture, (um) the only boys in the pictures and (uN) they {separate} divided into two groups, is it? And all they\u2019re wearing this long socks is quite cool and (um) it\u2019s quite a beautiful place. It\u2019s a really beautiful place and (um) I think they enjoyed very | necessary, just like if they want, I will. And if\ufffd, If I have time. soum. so people and it's\ufffds onlyum, only boys, They? InIn? In the picture, they should have girls, but inum, the the pictures, theum, and only boys in the pictures and theyum ands divided separate into and into into into into two groups, is it? And all,\u2019s wearing this long socks, quite cool and itum itit's\ufffds quite a beautiful place. It\u2019s a really beautiful place and Ia I and think they\ufffd very |\n| 7 | much. It's quite\u2026 | much. It's quite |\n| 8 | (Um) I think the picture is taken (um) at a park* and it\u2019s a very bright sunny day. And (um) there are some people are in the park and they are painting. and there is a woman (uh) on the right of the picture. She\u2019s sitting on the chair and {she is} she has short hair and {wearing*} some, wearing dress. And she | UmI, I think the picture is taken at\ufffd at and a park, and it's\ufffds a very bright, day, And there there, There are some people are in the park and they are pant. And and there there there is a woman on\ufffd on on the right of the picture. She\u2019s sitting on the chair and she she has she she has short hair and wearing somearing some someand wearing wearing some and And she\ufffd |\n| 9 | is painting some trees and I really like the picture. It\u2019s beautiful. And there are a bags beside the woman. I think there\u2019s (uh) {the wore} the pants or some color in the bags that she wants to draw. And there are also (um) lots of people {near} nearby the {the girl} the woman | is painting some trees, I really like the picture. It's\ufffds beautiful. And there are bags bag beside a woman. I think there\u2019s the the the the the pants, or pants or some color in the bags that she wants toto draw. draw. And there\ufffd also lots\ufffd lots lots of people near nearby nearby nearby the the girl girlgirl,, woman, the thewomanwomanwoman |\n| 10 | are painting and there are two people which has a bags and others are besides her and they are discussing* (um) how to draw the picture. And I think (uh) the advantage to join a park is that you can really near the picture you want to draw and it\u2019s in | are pantpantingting,., there are two people which has a bag and others are besides her, I are disgusting how howing how how to draw the picture and And I think thea thethe advantage to draw the park is that you can really near thethe picture picture picture you want to draw and it's\ufffds in |\n| 11 | nature scenery\u2026 | nature,. |\n| 12 | Well, I see at least nine people in the picture, and I can see that {all} they are all young men, and they are probably professional soccer players, or a soccer team at school, since they are all wearing sports wears that look quite professional. And, the man at the back of the picture {is} has a funky look, while he has spiky haircut. | Well, I see at least nine people in the picture, and I can see that they\ufffd,and\ufffd all young men, and they are probably professional soccer players or or a soccer team at school, since they\ufffd all wearing sportswear that look quite professional. And the the man at the back of the picture hasas,, a funky look, while he has spiky hair, |\n| 13 | And he\u2019s wearing a white short sleeved t-shirt and like he\u2019s wearing blue shirts and long socks which soccer players usually wear, and he\u2019s also wearing blue sneakers. He\u2019s trying to chase the yellow soccer ball. (um) I see many people wearing long soccer socks, which really impressed me, and they\u2019re all wearing like (um) red | and he's\ufffds wearing a white,-ved t-shirt and like he\u2019s wearing blue shirts and long socks, soccer players usually wear. and he\u2019s also wearing blue sneakers. He\u2019s trying to chase the yellow soccer ball. I I I I see many people wearing long soccer socks, which really impressed me, and they\u2019re all wearing like red red red red |\n| 14 | shorts or (eh) like green shirts with numbers on it. So they might be quite professional. And the weather looks good. At the back of the picture, I could see many trees too. And I could even see the MRT. (eh) Also, I see two buildings. And I\u2019m not really good at soccer, but I like watching soccer games. So I hope maybe | shirtsorts or like\ufffd like like green shirts with numbers on it, So, might be quite professional. And the weather looks good. At the back of the picture, I could see many trees,, And I could even see the MRT. Alsoa.Al, I see two buildings. And I\u2019m not really good at soccer, but I like watching soccer games. So I hope maybe |\n| 15 | I can\u2026 | I can't |\n| 16 | I think this might be a room {up a} {up in a} up in the top building in the city because {the windows} [out] outside the windows there\u2019s a lot of colorful [buil] buildings and it\u2019s also really high up on the ground. The woman in the middle is playing her violin to the guests and lots of people are taking pictures of her. I think this is a good place to have a celebration because [really] {it is really} | I think this might be a room up\ufffd in top building inup the city building in a top building in a city because theout windows,,\ufffdside\ufffd the windows,\u2019s a lot of colorful buildings\ufffdld buildingss and it\u2019s also really high up the the ground. The woman in the middle is playing her violin to to the toto guests guests the guests,and lots lots lots of people are taking pictures of her. I think this is a good place to have a celebration because itit is becauseit it because\ufffd it\ufffd it is really |\n| 17 | (um) it looks very comfortable and the food must taste really good. I think (um) the woman on the left is wearing a {red skirt} red dress and is wearing black heels. She\u2019s looking happily at the woman playing the violin while filming her on the phone. And then there is a waiter on the top right corner serving food to the guest that lives beside him. There is also a man | itit,, looks really comfortable, and the andand food mustit must is the food must taste really good. I think the\ufffd,thethe woman isis onisis theisis woman is woman on the left is wearing a red\ufffd dress and andd and is wearing black heel. She's\ufffds looking happily at the woman playing the violin while filming her on the phone. And then there is a waiter onon the onon top on the top right corner servings to the guest thatthat that that leads. him. Bes is also a man |\n| 18 | {with a} {with a white} [T sh] with a white shirt smiling happily. And behind the man, there is one guy on his iPad while another guy looks at him. {There is four} [pers] There's four people in total that\u2019s {looking at the violin} looking at the woman playing the violin, and they seem very satisfied with it. (Um) On the table, there are wines and different drinks for them. I don\u2019t see any | with\ufffd a white shirt,with white shirt,\ufffd\ufffd,\ufffd a white shirt smelling happily, And behind the men, therethere is,while one, is one guy on his iPad,while another looksanother guy looks another guy looks at him. There There is four people,\ufffd there\ufffd's four people in total that's\ufffds looking looking at the woman,, at the woman playing the violin,looking we\ufffd very satisfied with it. On\ufffds the table, there ares and differents for them. I don't\ufffds see any |\n| 19 | food yet, so maybe\u2026 | food,, so maybe |\n", "eval_runtime": 3.2576, "eval_samples_per_second": 6.139, "eval_steps_per_second": 0.921, "eval_wer": 36.88969258589512, "step": 126 }, { "epoch": 7.055555555555555, "grad_norm": 0.02638920582830906, "learning_rate": 0.00032361111111111116, "loss": 0.0015, "step": 127 }, { "epoch": 7.111111111111111, "grad_norm": 0.043055951595306396, "learning_rate": 0.0003222222222222222, "loss": 0.001, "step": 128 }, { "epoch": 7.166666666666667, "grad_norm": 0.058139264583587646, "learning_rate": 0.00032083333333333334, "loss": 0.0006, "step": 129 }, { "epoch": 7.222222222222222, "grad_norm": 0.04523536562919617, "learning_rate": 0.0003194444444444444, "loss": 0.0015, "step": 130 }, { "epoch": 7.277777777777778, "grad_norm": 0.008935160003602505, "learning_rate": 0.00031805555555555553, "loss": 0.0004, "step": 131 }, { "epoch": 7.333333333333333, "grad_norm": 0.006005972623825073, "learning_rate": 0.00031666666666666665, "loss": 0.0003, "step": 132 }, { "epoch": 7.388888888888889, "grad_norm": 0.09472727030515671, "learning_rate": 0.00031527777777777777, "loss": 0.0015, "step": 133 }, { "epoch": 7.444444444444445, "grad_norm": 0.002689516404643655, "learning_rate": 0.0003138888888888889, "loss": 0.0002, "step": 134 }, { "epoch": 7.5, "grad_norm": 0.016723377630114555, "learning_rate": 0.0003125, "loss": 0.0005, "step": 135 }, { "epoch": 7.555555555555555, "grad_norm": 0.0025040300097316504, "learning_rate": 0.0003111111111111111, "loss": 0.0002, "step": 136 }, { "epoch": 7.611111111111111, "grad_norm": 0.002270560245960951, "learning_rate": 0.00030972222222222225, "loss": 0.0002, "step": 137 }, { "epoch": 7.666666666666667, "grad_norm": 0.05028042197227478, "learning_rate": 0.00030833333333333337, "loss": 0.0016, "step": 138 }, { "epoch": 7.722222222222222, "grad_norm": 0.005194720812141895, "learning_rate": 0.0003069444444444445, "loss": 0.0002, "step": 139 }, { "epoch": 7.777777777777778, "grad_norm": 0.003619401017203927, "learning_rate": 0.0003055555555555556, "loss": 0.0003, "step": 140 }, { "epoch": 7.833333333333333, "grad_norm": 0.00833632331341505, "learning_rate": 0.00030416666666666667, "loss": 0.0003, "step": 141 }, { "epoch": 7.888888888888889, "grad_norm": 0.12683957815170288, "learning_rate": 0.0003027777777777778, "loss": 0.0024, "step": 142 }, { "epoch": 7.944444444444445, "grad_norm": 0.006988246459513903, "learning_rate": 0.00030138888888888885, "loss": 0.0004, "step": 143 }, { "epoch": 8.0, "grad_norm": 0.002580424537882209, "learning_rate": 0.0003, "loss": 0.0001, "step": 144 }, { "epoch": 8.0, "eval_cer": 25.10330578512397, "eval_loss": 3.6586246490478516, "eval_pred": "| i | Label | Prediction |\n| --- | --- | --- |\n| 0 | The people in the picture are playing soccer. I\u2019ve played soccer twice before in physical education class and I liked it. Well, mostly because I have really strong muscles in my legs from running, so I have a lot of advantages in soccer. If I was a parent, {I would} I would agree for my kid to play soccer. Mostly because playing a sport helps you stay healthy and fit and that\u2019s what ??? society thinks you should do. Stay fit and healthy. | The people in the picture are playing soccer. I've\ufffdve played soccer twice before in physical education class, I liked it. Well, mostly because I have really strong muscles in my legs from running, so I have a lot of advantages in soccer. If I was a parent, I I would agree for would agree for my kid to play soccer, Mostly because playing a sport helps you stay healthy and fit, that\u2019s what societysoci thinks you should do, Stay fit and healthy. |\n| 1 | And it\u2019s also good for your health too. You can have {lower} a lower risk of getting any diseases from body fat. Also, the people in this picture mostly are wearing jerseys and shorts. Some of them are wearing knee-high socks. And all of them are wearing sneakers. And the details in here. There are a lot of trees, which I really like. And really beautiful grass. And there are also two buildings in the background. | And it's\ufffds also good for your health,. You could have a a risk of lower risk of getting any diseases from body fat. Also, the people in this picture mostly are wearing jerseys and shorts. Some of them are wearing knee-high socks, And all of them are wearing sneakers. And the details in here, There are a lot of trees, which I really like, And they beautiful grass. And there are also two buildings in the background, |\n| 2 | Also a bridge. There is a silver car and there are multiple soccer balls which (um) means that they are probably practicing and not playing against each other. The [people] (um) Also there are benches in the background which also indicates that they ??? might be in a park instead of a soccer field. And there are | alsoso, bridge, There is a silver carver car andcar,, car, there are multiple soccer balls, means\ufffd means means that they are probablypractably practicing practicing practicing and not playing against each other. Also people\ufffd also Also also also Also, are benches in the background which also indicates that they mightmmight bebebe be in a park instead of a soccer field. And there are |\n| 3 | some\u2026 | some... |\n| 4 | (um) I think people in the picture is playing soccer, if I\u2019m not wrong. Yes, (eN) they are playing soccer. And (um) did I? I did. When I was in elementary school, we had a PE class and (um) the teacher taught us how to play soccer before. But, honestly, I\u2019m very poor (um) at sports, so I\u2019m not really enjoy it. But I did see some people, like {my} some of my classmate, really do know how to play soccer. | II, I think people in the picture is playing soccer, if I'm\ufffdm not wrong. Yes, they they are theythey are playing soccer, And did\ufffd, Did.? I did. And I was in elementary school, we we had hada had hada aaa haveawe toaa classaa,and\ufffd a class class, the\ufffd thet teacher taught us how to play soccer before. But honestly honestly, I\u2019m very poor atat sports,so sports,\ufffd so so sports, so I\u2019m not really enjoy it. But I did see some people, like some,st, of my classmatesmates really do know how to play soccer, |\n| 5 | I was like, oh my god, this is a very good, very, very (um) phenomenal cause (um) {it's like} {it\u2019s a} it\u2019s very hard for some the students in Taiwan to play soccer, so as I think it\u2019s quite cool. And if I am parents, well, (um) (um) because I\u2019m not really interested in this, so, (um) if they want to, of course, I would encourage them, but (um) if they doesn\u2019t like that, I won\u2019t force them to do it cause I think it\u2019s not really (um), it\u2019s alright. {It doesn\u2019t like} it\u2019s not | I I was, was like, oh my god, this is very very good, very, very phenomenalinal because because because it\ufffd,it to's very, to to's\ufffds like very to's\ufffds a hard to to see toit some toit so so some, students in Taiwan to play soccer, so I I think it's\ufffds quite quiteite cool, cool. And if I'm parents, well, because,, because\ufffd because because I'm\ufffds not really interested in this, so if if, if if they\ufffd to, of course, I would encourage them, but ifit but but they\ufffd't\ufffdsl that, I Iw I won't\ufffds force them to do it because,\ufffd it's\ufffds not really, itt to\u2019s all, It,'s't\ufffds like it,\u2019s all like |\n| 6 | necessary and just like if they want, I will. And (um) if I have time, (um) so people and it\u2019s (um) only boys. Why? [ish] In the picture, they should have girls, but (um) in the picture, (um) the only boys in the pictures and (uN) they {separate} divided into two groups, is it? And all they\u2019re wearing this long socks is quite cool and (um) it\u2019s quite a beautiful place. It\u2019s a really beautiful place and (um) I think they enjoyed very | necessary, just like if they want I I will and And if\ufffd, If I have time. so\ufffd. so people and it's\ufffds onlyum, only boys, But? InIn? In the picture, they should have girls, but inum, the the pictures, theun, and only boys in the pictures and theyum ands divided separate into and into into into into two groups, is it? And all,\u2019s wearing this long socks, quite cool and it and and and's\ufffds quite a beautiful place. It's\ufffds a really beautiful place and I and I and think they enjoy very |\n| 7 | much. It's quite\u2026 | much. It's quite |\n| 8 | (Um) I think the picture is taken (um) at a park* and it\u2019s a very bright sunny day. And (um) there are some people are in the park and they are painting. and there is a woman (uh) on the right of the picture. She\u2019s sitting on the chair and {she is} she has short hair and {wearing*} some, wearing dress. And she | II, I think the picture is taken at\ufffd at and a park, and it's\ufffds a very bright, day and And there there, there are some people are in the park and they are pant. And and there there there is a woman on\ufffd on on the right of the picture. She's\ufffds sitting on the chair and she she has she and has short hair and she andaring some andand wearing wearing some and And she |\n| 9 | is painting some trees and I really like the picture. It\u2019s beautiful. And there are a bags beside the woman. I think there\u2019s (uh) {the wore} the pants or some color in the bags that she wants to draw. And there are also (um) lots of people {near} nearby the {the girl} the woman | is painting some trees, I really like the picture. It's\ufffds beautiful. And there are bags bag beside a woman. I think there\u2019s the the the the or pants, or pants or some color in the bags that she wants toto draw. draw. And there are also lots\ufffd lots lots of people near nearby nearby nearby the the girl girl girl,, woman |\n| 10 | are painting and there are two people which has a bags and others are besides her and they are discussing* (um) how to draw the picture. And I think (uh) the advantage to join a park is that you can really near the picture you want to draw and it\u2019s in | are pant areantingting, and, there are two people which has a bag and others are besides her, I are disgusting how howing how how to draw the picture and And I think thea thethe advantage to draw a park is that you can really near thethe picture picture picture you want to draw and it's\ufffds in |\n| 11 | nature scenery\u2026 | nature scenery? |\n| 12 | Well, I see at least nine people in the picture, and I can see that {all} they are all young men, and they are probably professional soccer players, or a soccer team at school, since they are all wearing sports wears that look quite professional. And, the man at the back of the picture {is} has a funky look, while he has spiky haircut. | Well, I see at least nine people in the picture, and I can see that they\ufffd,and\ufffd all young men, and they are probably professional soccer players or or a soccer team at school, since they\ufffd all wearing sportswa that look quite professional. And the the man at the back of the picture hasas,, a funky look, while he has spiky haircut, |\n| 13 | And he\u2019s wearing a white short sleeved t-shirt and like he\u2019s wearing blue shirts and long socks which soccer players usually wear, and he\u2019s also wearing blue sneakers. He\u2019s trying to chase the yellow soccer ball. (um) I see many people wearing long soccer socks, which really impressed me, and they\u2019re all wearing like (um) red | and he's\ufffds wearing a white,-ved t-shirt and like he\u2019s wearing blue shirts and long socks, soccer players usually wear. and he\u2019s also wearing blue sneakers. He\u2019s trying to chase the yellow soccer ball. I I I I see many people wearing long soccer socks, which really impressed me, and they\u2019s all wearing like red red red red |\n| 14 | shorts or (eh) like green shirts with numbers on it. So they might be quite professional. And the weather looks good. At the back of the picture, I could see many trees too. And I could even see the MRT. (eh) Also, I see two buildings. And I\u2019m not really good at soccer, but I like watching soccer games. So I hope maybe | shirtsorts or like\ufffd like like green shirts with numbers on it, So, might be quite professional. And the weather looks good. At the back of the picture, I could see many trees,, And I could even see the MRT. Also\ufffd.Al, I see two buildings. And I'm\ufffdm not really good at soccer, but I like watching soccer games, So I hope maybe |\n| 15 | I can\u2026 | I can't |\n| 16 | I think this might be a room {up a} {up in a} up in the top building in the city because {the windows} [out] outside the windows there\u2019s a lot of colorful [buil] buildings and it\u2019s also really high up on the ground. The woman in the middle is playing her violin to the guests and lots of people are taking pictures of her. I think this is a good place to have a celebration because [really] {it is really} | I think this might be a room up\ufffd in top building inup the top building in a top building in a city because the, windows,,\ufffdof\ufffd the windows,'s\ufffds a lot of colorful buildings\ufffdild buildings buildings and it's\ufffds also really high up the the ground. The woman in the middle is playing her violin to to the toto guests guests the guests,and lots lots lots of people are taking pictures of her. I think this is a good place to have a celebration because itit is becausebecause it because\ufffd it\ufffd because is really because |\n| 17 | (um) it looks very comfortable and the food must taste really good. I think (um) the woman on the left is wearing a {red skirt} red dress and is wearing black heels. She\u2019s looking happily at the woman playing the violin while filming her on the phone. And then there is a waiter on the top right corner serving food to the guest that lives beside him. There is also a man | itit,, looks really comfortable, and the and and food mustthe must is the food must taste really good. I think the\ufffd thethethe woman isis onisis theisis woman is woman on the left is wearing a red\ufffd dress and and dress and is wearing black heel. She's\ufffds looking happily at the woman playing the violin while filming her on the phone. And then there is a waiter onon the onon top on the top right corner servings to the guest that that that that leads. him. Bes is also a man |\n| 18 | {with a} {with a white} [T sh] with a white shirt smiling happily. And behind the man, there is one guy on his iPad while another guy looks at him. {There is four} [pers] There's four people in total that\u2019s {looking at the violin} looking at the woman playing the violin, and they seem very satisfied with it. (Um) On the table, there are wines and different drinks for them. I don\u2019t see any | with\ufffd a white shirt,with white shirt,\ufffd\ufffd,\ufffd a white shirt smelling happily, And behind the men, therethere is,one one, is one guy on his iPad,while another looksanother guy looks another guy looks at him. There There's four people,\ufffd\ufffd's four people in total that's\ufffds looking looking at the woman,, at the woman playing the violin, and we seem very satisfied with it. On\ufffds the table, there aress differentss them. There don't\ufffds\ufffd any |\n| 19 | food yet, so maybe\u2026 | food,, so maybe |\n", "eval_runtime": 3.4788, "eval_samples_per_second": 5.749, "eval_steps_per_second": 0.862, "eval_wer": 37.79385171790235, "step": 144 }, { "epoch": 8.055555555555555, "grad_norm": 0.004986688494682312, "learning_rate": 0.0002986111111111111, "loss": 0.0002, "step": 145 }, { "epoch": 8.11111111111111, "grad_norm": 0.04594706371426582, "learning_rate": 0.0002972222222222222, "loss": 0.0011, "step": 146 }, { "epoch": 8.166666666666666, "grad_norm": 0.002981101628392935, "learning_rate": 0.00029583333333333333, "loss": 0.0001, "step": 147 }, { "epoch": 8.222222222222221, "grad_norm": 0.004042197950184345, "learning_rate": 0.00029444444444444445, "loss": 0.0002, "step": 148 }, { "epoch": 8.277777777777779, "grad_norm": 0.010857579298317432, "learning_rate": 0.00029305555555555557, "loss": 0.0003, "step": 149 }, { "epoch": 8.333333333333334, "grad_norm": 0.0019001623149961233, "learning_rate": 0.0002916666666666667, "loss": 0.0001, "step": 150 }, { "epoch": 8.38888888888889, "grad_norm": 0.03260870277881622, "learning_rate": 0.0002902777777777778, "loss": 0.0007, "step": 151 }, { "epoch": 8.444444444444445, "grad_norm": 0.0020378006156533957, "learning_rate": 0.0002888888888888889, "loss": 0.0002, "step": 152 }, { "epoch": 8.5, "grad_norm": 0.008182085119187832, "learning_rate": 0.0002875, "loss": 0.0004, "step": 153 }, { "epoch": 8.555555555555555, "grad_norm": 0.0018795765936374664, "learning_rate": 0.0002861111111111111, "loss": 0.0001, "step": 154 }, { "epoch": 8.61111111111111, "grad_norm": 0.003007446648553014, "learning_rate": 0.00028472222222222223, "loss": 0.0002, "step": 155 }, { "epoch": 8.666666666666666, "grad_norm": 0.08243125677108765, "learning_rate": 0.00028333333333333335, "loss": 0.0014, "step": 156 }, { "epoch": 8.722222222222221, "grad_norm": 0.01244806032627821, "learning_rate": 0.0002819444444444445, "loss": 0.0004, "step": 157 }, { "epoch": 8.777777777777779, "grad_norm": 0.004713309463113546, "learning_rate": 0.00028055555555555554, "loss": 0.0002, "step": 158 }, { "epoch": 8.833333333333334, "grad_norm": 0.025822892785072327, "learning_rate": 0.00027916666666666666, "loss": 0.0007, "step": 159 }, { "epoch": 8.88888888888889, "grad_norm": 0.004090809728950262, "learning_rate": 0.0002777777777777778, "loss": 0.0002, "step": 160 }, { "epoch": 8.944444444444445, "grad_norm": 0.030052749440073967, "learning_rate": 0.0002763888888888889, "loss": 0.0007, "step": 161 }, { "epoch": 9.0, "grad_norm": 0.00633395928889513, "learning_rate": 0.000275, "loss": 0.0003, "step": 162 }, { "epoch": 9.0, "eval_cer": 24.793388429752067, "eval_loss": 3.6168363094329834, "eval_pred": "| i | Label | Prediction |\n| --- | --- | --- |\n| 0 | The people in the picture are playing soccer. I\u2019ve played soccer twice before in physical education class and I liked it. Well, mostly because I have really strong muscles in my legs from running, so I have a lot of advantages in soccer. If I was a parent, {I would} I would agree for my kid to play soccer. Mostly because playing a sport helps you stay healthy and fit and that\u2019s what ??? society thinks you should do. Stay fit and healthy. | The people in the picture are playing soccer. I've\ufffdve played soccer twice before in physical education class, I liked it. Well, mostly because I have really strong muscles in my legs from running, so I have a lot of advantages in soccer. If I was a parent, I I would agree for would agree for my kid to play soccer, Mostly because playing a sport helps you stay healthy and fit, that\u2019s what societysoci thinks you should do, Stay fit and healthy. |\n| 1 | And it\u2019s also good for your health too. You can have {lower} a lower risk of getting any diseases from body fat. Also, the people in this picture mostly are wearing jerseys and shorts. Some of them are wearing knee-high socks. And all of them are wearing sneakers. And the details in here. There are a lot of trees, which I really like. And really beautiful grass. And there are also two buildings in the background. | And it's\ufffds also good for your health,. You could have a a risk of lower risk of getting any diseases from body fat. Also, the people in this picture mostly are wearing jerseys and shorts. Some of them are wearing knee-high socks, And all of them are wearing sneakers. And the details in here, There are a lot of trees, which I really like, And they beautiful grass. And there are also two buildings in the background, |\n| 2 | Also a bridge. There is a silver car and there are multiple soccer balls which (um) means that they are probably practicing and not playing against each other. The [people] (um) Also there are benches in the background which also indicates that they ??? might be in a park instead of a soccer field. And there are | alsoso, bridge, There is a silver carver car andcar,, car, there are multiple soccer balls, means\ufffd means means that they are probablypractably practicing practicing practicing and not playing against each other. Also people\ufffd also Also also also Also, are benches in the background which also indicates that they mightmmight bebebe be in a park instead of a soccer field. And there are |\n| 3 | some\u2026 | some... |\n| 4 | (um) I think people in the picture is playing soccer, if I\u2019m not wrong. Yes, (eN) they are playing soccer. And (um) did I? I did. When I was in elementary school, we had a PE class and (um) the teacher taught us how to play soccer before. But, honestly, I\u2019m very poor (um) at sports, so I\u2019m not really enjoy it. But I did see some people, like {my} some of my classmate, really do know how to play soccer. | II, I think people in the picture is playing soccer, if I'm\ufffdm not wrong. Yes, they they are theythey are playing soccer, And did\ufffd, Did.? I did. And I was in elementary school, we we had hada had hada aaa haveawe toahow classaa,a\ufffd a class class, thea thet teacher taught us how to play soccer before. But honestly honestly, I\u2019m very poor atat sports,a sports,\ufffd so so sports, so I\u2019m not really enjoy it. But I did see some people, like some,st, of my classmatesmates really do know how to play soccer, |\n| 5 | I was like, oh my god, this is a very good, very, very (um) phenomenal cause (um) {it's like} {it\u2019s a} it\u2019s very hard for some the students in Taiwan to play soccer, so as I think it\u2019s quite cool. And if I am parents, well, (um) (um) because I\u2019m not really interested in this, so, (um) if they want to, of course, I would encourage them, but (um) if they doesn\u2019t like that, I won\u2019t force them to do it cause I think it\u2019s not really (um), it\u2019s alright. {It doesn\u2019t like} it\u2019s not | I I was, was like, oh my god, this is very very good, very, very phenomenalinal because because because it\ufffd,it to's very, toit's\ufffds like very to's\ufffds a hard to to see toit some toit so so some, students in Taiwan to play soccer, so I I think it's\ufffds quite quitell cool, cool. And if I'm parents, well, because because, because\ufffd because because I'm\ufffds not really interested in this, so if if, if if they\ufffd to, of course, I would encourage them, but ifit but but they\ufffd't\ufffdsl that, I Iw I won't\ufffds force them to do it because, wouldn it\u2019s not really, itt to\u2019s all, It,'s't\ufffds like it,\u2019s all like |\n| 6 | necessary and just like if they want, I will. And (um) if I have time, (um) so people and it\u2019s (um) only boys. Why? [ish] In the picture, they should have girls, but (um) in the picture, (um) the only boys in the pictures and (uN) they {separate} divided into two groups, is it? And all they\u2019re wearing this long socks is quite cool and (um) it\u2019s quite a beautiful place. It\u2019s a really beautiful place and (um) I think they enjoyed very | necessary, just like if they want I I will and And if\ufffd, If I have time. soum. so people and it's\ufffds onlyum, only boys, But? InIn? In the picture, they should have girls, but inum, the the pictures, theum, and only boys in the pictures and theyum ands divided separate into and into into into into two groups, is it? And all,\u2019s wearing this long socks, quite cool and itum and and's\ufffds quite cool beautiful place. It\u2019s a really beautiful place and Ia I and think they enjoyed very |\n| 7 | much. It's quite\u2026 | much. It's a |\n| 8 | (Um) I think the picture is taken (um) at a park* and it\u2019s a very bright sunny day. And (um) there are some people are in the park and they are painting. and there is a woman (uh) on the right of the picture. She\u2019s sitting on the chair and {she is} she has short hair and {wearing*} some, wearing dress. And she | II, I think the picture is taken at\ufffd at and a park, and it's\ufffds a very bright, day and And there there, there are some people are in the park and they are pant. And and there there there is a woman on\ufffd on on the right of the picture. She's\ufffds sitting on the chair and she she has she and has short hair and wearing somearing some andand wearing wearing some and And she |\n| 9 | is painting some trees and I really like the picture. It\u2019s beautiful. And there are a bags beside the woman. I think there\u2019s (uh) {the wore} the pants or some color in the bags that she wants to draw. And there are also (um) lots of people {near} nearby the {the girl} the woman | is painting some trees, I really like the picture. It's\ufffds beautiful. And there are bags bag beside a woman. I think there\u2019s the the the the or pants, or girl or some color in the bags that she wants toto draw. draw. And there are also lots\ufffd lots lots of people near nearby nearby nearby the the girl girl girl,, womanwoman |\n| 10 | are painting and there are two people which has a bags and others are besides her and they are discussing* (um) how to draw the picture. And I think (uh) the advantage to join a park is that you can really near the picture you want to draw and it\u2019s in | are pant areantingting, and, there are two people which has a bag and others are besides her and I are disgusting how howing how how to draw the picture and And I think thethe thethe advantage to drawing a park is that you can really near thethe picture picture picture you want to draw and it's\ufffds in |\n| 11 | nature scenery\u2026 | nature scenery? |\n| 12 | Well, I see at least nine people in the picture, and I can see that {all} they are all young men, and they are probably professional soccer players, or a soccer team at school, since they are all wearing sports wears that look quite professional. And, the man at the back of the picture {is} has a funky look, while he has spiky haircut. | Well, I see at least nine people in the picture, and I can see that they\ufffd,and are all young men, and they are probably professional soccer players or or a soccer team at school, since they are all wearing sportswa that look quite professional. And the the man at the back of the picture hasas,as a funky look, while he has spiky haircut, |\n| 13 | And he\u2019s wearing a white short sleeved t-shirt and like he\u2019s wearing blue shirts and long socks which soccer players usually wear, and he\u2019s also wearing blue sneakers. He\u2019s trying to chase the yellow soccer ball. (um) I see many people wearing long soccer socks, which really impressed me, and they\u2019re all wearing like (um) red | and he's\ufffds wearing a white,-ved t-shirt and like he\u2019s wearing blue shirts and long socks, soccer players usually wear. and he\u2019s also wearing blue sneakers. He\u2019s trying to chase the yellow soccer ball. I I I I see many people wearing long soccer socks, which really impressed me, and they\u2019s all wearing like red red red red |\n| 14 | shorts or (eh) like green shirts with numbers on it. So they might be quite professional. And the weather looks good. At the back of the picture, I could see many trees too. And I could even see the MRT. (eh) Also, I see two buildings. And I\u2019m not really good at soccer, but I like watching soccer games. So I hope maybe | shirtsorts or like\ufffd like like green shirts with numbers on it, So, might be quite professional. And the weather looks good. At the back of the picture, I could see many trees,, And I could even see the MRT. Also\ufffd.Al, I see two buildings. And I'm\ufffdm not really good at soccer, but I like watching soccer games, So I hope maybe |\n| 15 | I can\u2026 | I can't |\n| 16 | I think this might be a room {up a} {up in a} up in the top building in the city because {the windows} [out] outside the windows there\u2019s a lot of colorful [buil] buildings and it\u2019s also really high up on the ground. The woman in the middle is playing her violin to the guests and lots of people are taking pictures of her. I think this is a good place to have a celebration because [really] {it is really} | I think this might be a room up\ufffd in top building inup the city building in a top building in a city because theup windows,,\ufffdof\ufffd the windows,'s\ufffds a lot of colorful buildings\ufffdild buildings buildings and it\u2019s also really high up the the ground. The woman in the middle is playing her violin to to the toto guests guests the guests,and lots lots lots of people are taking pictures of her. I think this is a good place to have a celebration because itit is becauseit it because\ufffd it\ufffd because is really because |\n| 17 | (um) it looks very comfortable and the food must taste really good. I think (um) the woman on the left is wearing a {red skirt} red dress and is wearing black heels. She\u2019s looking happily at the woman playing the violin while filming her on the phone. And then there is a waiter on the top right corner serving food to the guest that lives beside him. There is also a man | itit,, looks really comfortable, and the andand food mustit must is the food must taste really good. I think the\ufffd,thethe woman isis onisis theisis woman is woman on the left is wearing a red\ufffd dress and and dress and is wearing black heel. She's\ufffds looking happily at the woman playing the violin while filming her on the phone. And then there is a waiter onon the onon top on the top right corner servings to the guest that that that that leads. him. Bes is also a man |\n| 18 | {with a} {with a white} [T sh] with a white shirt smiling happily. And behind the man, there is one guy on his iPad while another guy looks at him. {There is four} [pers] There's four people in total that\u2019s {looking at the violin} looking at the woman playing the violin, and they seem very satisfied with it. (Um) On the table, there are wines and different drinks for them. I don\u2019t see any | with\ufffd a white shirt,with white shirt,\ufffd\ufffd,\ufffd a white shirt smelling happily, And behind the men, therethere is,one one, is one guy on his iPad,while another looksanother guy looks another guy looks at him. There There is four people,\ufffd there\ufffd's four people in total that's\ufffds looking looking at the woman,, at the woman playing the violin, and we seem very satisfied with it. On\ufffds the table, there aress differentss them. I don't\ufffds\ufffd any |\n| 19 | food yet, so maybe\u2026 | food,, so maybe |\n", "eval_runtime": 3.363, "eval_samples_per_second": 5.947, "eval_steps_per_second": 0.892, "eval_wer": 36.88969258589512, "step": 162 }, { "epoch": 9.055555555555555, "grad_norm": 0.001457069767639041, "learning_rate": 0.00027361111111111114, "loss": 0.0001, "step": 163 }, { "epoch": 9.11111111111111, "grad_norm": 0.004049751907587051, "learning_rate": 0.0002722222222222222, "loss": 0.0002, "step": 164 }, { "epoch": 9.166666666666666, "grad_norm": 0.0020278848242014647, "learning_rate": 0.0002708333333333333, "loss": 0.0001, "step": 165 }, { "epoch": 9.222222222222221, "grad_norm": 0.006809662561863661, "learning_rate": 0.00026944444444444444, "loss": 0.0003, "step": 166 }, { "epoch": 9.277777777777779, "grad_norm": 0.003095029853284359, "learning_rate": 0.00026805555555555556, "loss": 0.0002, "step": 167 }, { "epoch": 9.333333333333334, "grad_norm": 0.008843805640935898, "learning_rate": 0.0002666666666666667, "loss": 0.0003, "step": 168 }, { "epoch": 9.38888888888889, "grad_norm": 0.004579394124448299, "learning_rate": 0.0002652777777777778, "loss": 0.0003, "step": 169 }, { "epoch": 9.444444444444445, "grad_norm": 0.005956860259175301, "learning_rate": 0.0002638888888888889, "loss": 0.0002, "step": 170 }, { "epoch": 9.5, "grad_norm": 0.002416389063000679, "learning_rate": 0.00026250000000000004, "loss": 0.0002, "step": 171 }, { "epoch": 9.555555555555555, "grad_norm": 0.07306338846683502, "learning_rate": 0.00026111111111111116, "loss": 0.0015, "step": 172 }, { "epoch": 9.61111111111111, "grad_norm": 0.00477885827422142, "learning_rate": 0.0002597222222222222, "loss": 0.0002, "step": 173 }, { "epoch": 9.666666666666666, "grad_norm": 0.0026759325992316008, "learning_rate": 0.00025833333333333334, "loss": 0.0002, "step": 174 }, { "epoch": 9.722222222222221, "grad_norm": 0.041784174740314484, "learning_rate": 0.0002569444444444444, "loss": 0.0009, "step": 175 }, { "epoch": 9.777777777777779, "grad_norm": 0.0016605700366199017, "learning_rate": 0.00025555555555555553, "loss": 0.0001, "step": 176 }, { "epoch": 9.833333333333334, "grad_norm": 0.0033649199176579714, "learning_rate": 0.00025416666666666665, "loss": 0.0002, "step": 177 }, { "epoch": 9.88888888888889, "grad_norm": 0.0020926413126289845, "learning_rate": 0.00025277777777777777, "loss": 0.0002, "step": 178 }, { "epoch": 9.944444444444445, "grad_norm": 0.005175219848752022, "learning_rate": 0.0002513888888888889, "loss": 0.0002, "step": 179 }, { "epoch": 10.0, "grad_norm": 0.0022724203299731016, "learning_rate": 0.00025, "loss": 0.0001, "step": 180 }, { "epoch": 10.0, "eval_cer": 25.10330578512397, "eval_loss": 3.649991273880005, "eval_pred": "| i | Label | Prediction |\n| --- | --- | --- |\n| 0 | The people in the picture are playing soccer. I\u2019ve played soccer twice before in physical education class and I liked it. Well, mostly because I have really strong muscles in my legs from running, so I have a lot of advantages in soccer. If I was a parent, {I would} I would agree for my kid to play soccer. Mostly because playing a sport helps you stay healthy and fit and that\u2019s what ??? society thinks you should do. Stay fit and healthy. | The people in the picture are playing soccer. I've\ufffdve played soccer twice before in physical education class, I liked it. Well, mostly because I have really strong muscles in my legs from running, so I have a lot of advantages in soccer. If I was a parent, I I would agree for would agree for my kid to play soccer, Mostly because playing a sport helps you stay healthy and fit, that\u2019s what societysoci thinks you should do, Stay fit and healthy. |\n| 1 | And it\u2019s also good for your health too. You can have {lower} a lower risk of getting any diseases from body fat. Also, the people in this picture mostly are wearing jerseys and shorts. Some of them are wearing knee-high socks. And all of them are wearing sneakers. And the details in here. There are a lot of trees, which I really like. And really beautiful grass. And there are also two buildings in the background. | And it's\ufffds also good for your health,. You could have a a risk of lower risk of getting any diseases from body fat. Also, the people in this picture mostly are wearing jerseys and shorts. Some of them are wearing knee-high socks, And all of them are wearing sneakers. And the details in here, There are a lot of trees, which I really like, And they beautiful grass. And there are also two buildings in the background, |\n| 2 | Also a bridge. There is a silver car and there are multiple soccer balls which (um) means that they are probably practicing and not playing against each other. The [people] (um) Also there are benches in the background which also indicates that they ??? might be in a park instead of a soccer field. And there are | alsoso, bridge, There is a silver carver car andcar,, car, there are multiple soccer balls, meansme means means that they are probablypractably practicing practicing practicing and not playing against each other. Also people\ufffd also Also also also Also, are benches in the background which also indicates that they mightmmight bebebe be in a park instead of a soccer field. And there are |\n| 3 | some\u2026 | some... |\n| 4 | (um) I think people in the picture is playing soccer, if I\u2019m not wrong. Yes, (eN) they are playing soccer. And (um) did I? I did. When I was in elementary school, we had a PE class and (um) the teacher taught us how to play soccer before. But, honestly, I\u2019m very poor (um) at sports, so I\u2019m not really enjoy it. But I did see some people, like {my} some of my classmate, really do know how to play soccer. | II, I think people in the picture is playing soccer, if I'm\ufffdm not wrong. Yes, they they are theythey are playing soccer, And did\ufffd, Did.? I did. And I was in elementary school, we we had hada hadathe aaaallawe toahow classaa,a\ufffd a class class, thea thet teacher taught us how to play soccer before. But honestly honestly, I\u2019m very poor atat sports,so sports,\ufffd so so sports, so I\u2019m not really enjoy it. But I did see some people, like some,st, of my classmatesmates really do know how to play soccer, |\n| 5 | I was like, oh my god, this is a very good, very, very (um) phenomenal cause (um) {it's like} {it\u2019s a} it\u2019s very hard for some the students in Taiwan to play soccer, so as I think it\u2019s quite cool. And if I am parents, well, (um) (um) because I\u2019m not really interested in this, so, (um) if they want to, of course, I would encourage them, but (um) if they doesn\u2019t like that, I won\u2019t force them to do it cause I think it\u2019s not really (um), it\u2019s alright. {It doesn\u2019t like} it\u2019s not | I I was, was like, oh my god, this is very very good, very, very phenomenalinal because because because it\ufffd,it to's very, toit's\ufffds like very to's\ufffds a hard to to see toit some toit so so some, students in Taiwan to play soccer, so I I think it's\ufffds quite quiteit cool, cool. And if I'm parents, well, because,, because\ufffd because because I'm\ufffds not really interested in this, so if if, if if they\ufffd to, of course, I would encourage them, but ifit but but they\ufffd't\ufffdsl that, I Iw I won't\ufffds force them to do it because, won it\u2019s not really,,t to\u2019s all, It,'s't\ufffds like it,\u2019s all really |\n| 6 | necessary and just like if they want, I will. And (um) if I have time, (um) so people and it\u2019s (um) only boys. Why? [ish] In the picture, they should have girls, but (um) in the picture, (um) the only boys in the pictures and (uN) they {separate} divided into two groups, is it? And all they\u2019re wearing this long socks is quite cool and (um) it\u2019s quite a beautiful place. It\u2019s a really beautiful place and (um) I think they enjoyed very | necessary, just like if they want I I will. And if if, If I have time. soum, so people and it's\ufffds onlyum, only boys, They? InIn? In the picture, they should have girls, but inum, the the pictures, theum, and only boys in the pictures and theyum ands divided separate into and into into into into two groups, is it? And all,\u2019s wearing this long socks, quite cool and itum and and's\ufffds quite cool beautiful place. It\u2019s quite really beautiful place and Ia I and think they enjoyed very |\n| 7 | much. It's quite\u2026 | much. It's quite |\n| 8 | (Um) I think the picture is taken (um) at a park* and it\u2019s a very bright sunny day. And (um) there are some people are in the park and they are painting. and there is a woman (uh) on the right of the picture. She\u2019s sitting on the chair and {she is} she has short hair and {wearing*} some, wearing dress. And she | II, I think the picture is taken at\ufffd at and a park, and it's\ufffds a very bright, day, And there there, there are some people are in the park and they are pant. And and there there there is a woman on\ufffd on on the right of the picture. She's\ufffds sitting on the chair and she she has she and has short hair and wearing somearing some andand wearing wearing some and And she |\n| 9 | is painting some trees and I really like the picture. It\u2019s beautiful. And there are a bags beside the woman. I think there\u2019s (uh) {the wore} the pants or some color in the bags that she wants to draw. And there are also (um) lots of people {near} nearby the {the girl} the woman | is painting some trees, I really like the picture. It's\ufffds beautiful. And there are bags bag beside a woman. I think there\u2019s the the the the or pants, or girl or some color in the bags that she wants toto draw. draw. And there are also lots\ufffd lots lots of people near nearby nearby nearby the the girl girl girl,, woman,womanwoman |\n| 10 | are painting and there are two people which has a bags and others are besides her and they are discussing* (um) how to draw the picture. And I think (uh) the advantage to join a park is that you can really near the picture you want to draw and it\u2019s in | are pantpantingting, and, there are two people which has a bag and others are besides her, I are disgusting how howing how how to draw the picture and And I think thethe thethe advantage to drawing a park is that you can really near thethe picture picture picture you want to draw and it's\ufffds in |\n| 11 | nature scenery\u2026 | nature,? |\n| 12 | Well, I see at least nine people in the picture, and I can see that {all} they are all young men, and they are probably professional soccer players, or a soccer team at school, since they are all wearing sports wears that look quite professional. And, the man at the back of the picture {is} has a funky look, while he has spiky haircut. | Well, I see at least nine people in the picture, and I can see that they\ufffd,and are all young men, and they are probably professional soccer players or or a soccer team at school, since they are all wearing sportswa that look quite professional. And the the man at the back of the picture hasas,as a funky look, while he has spiky haircut, |\n| 13 | And he\u2019s wearing a white short sleeved t-shirt and like he\u2019s wearing blue shirts and long socks which soccer players usually wear, and he\u2019s also wearing blue sneakers. He\u2019s trying to chase the yellow soccer ball. (um) I see many people wearing long soccer socks, which really impressed me, and they\u2019re all wearing like (um) red | and he's\ufffds wearing a white,-ved t-shirt and like he\u2019s wearing blue shirts and long socks, soccer players usually wear. and he\u2019s also wearing blue sneakers. He\u2019s trying to chase the yellow soccer ball. I I I I see many people wearing long soccer socks, which really impressed me, and they\u2019s all wearing like red red red red |\n| 14 | shorts or (eh) like green shirts with numbers on it. So they might be quite professional. And the weather looks good. At the back of the picture, I could see many trees too. And I could even see the MRT. (eh) Also, I see two buildings. And I\u2019m not really good at soccer, but I like watching soccer games. So I hope maybe | shirtsorts or like\ufffd like like green shirts with numbers on it, So, might be quite professional. And the weather looks good. At the back of the picture, I could see many trees,, And I could even see the MRT. Alsoa.Al, I see two buildings. And I'm\ufffdm not really good at soccer, but I like watching soccer games, So I hope maybe |\n| 15 | I can\u2026 | I can't |\n| 16 | I think this might be a room {up a} {up in a} up in the top building in the city because {the windows} [out] outside the windows there\u2019s a lot of colorful [buil] buildings and it\u2019s also really high up on the ground. The woman in the middle is playing her violin to the guests and lots of people are taking pictures of her. I think this is a good place to have a celebration because [really] {it is really} | I think this might be a room up up in top building inup the top building in a top building in a city because theup windows,,\ufffdof\ufffd the windows,'s\ufffds a lot of colorful buildings\ufffdild buildings buildings and it\u2019s also really high up the the ground. The woman in the middle is playing her violin to to the toto guests guests the guests,and lots lots lots of people are taking pictures of her. I think this is a good place to have a celebration because it because is becausebecause it because\ufffd it\ufffd because is really because |\n| 17 | (um) it looks very comfortable and the food must taste really good. I think (um) the woman on the left is wearing a {red skirt} red dress and is wearing black heels. She\u2019s looking happily at the woman playing the violin while filming her on the phone. And then there is a waiter on the top right corner serving food to the guest that lives beside him. There is also a man | itit,, looks really comfortable, and the andthe food mustit and is the food must taste really good. I think the\ufffd,theis woman isis onisis theisis woman is woman on the left is wearing a red dress dress and and dress and is wearing black heel. She's\ufffds looking happily at the woman playing the violin while filming her on the phone. And then there is a waiter onon the onon top on the top right corner servings to the guest that that that that leads. him. Bes is also a man |\n| 18 | {with a} {with a white} [T sh] with a white shirt smiling happily. And behind the man, there is one guy on his iPad while another guy looks at him. {There is four} [pers] There's four people in total that\u2019s {looking at the violin} looking at the woman playing the violin, and they seem very satisfied with it. (Um) On the table, there are wines and different drinks for them. I don\u2019t see any | with with a white shirt,with white shirt,\ufffd\ufffd,\ufffd a white shirt smelling happily, And behind the men, therethere is,one one, is one guy on his iPad,while another looksanother guy looks another guy looks at him. There There is four people,\ufffd there\ufffd's four people in total that's\ufffds looking looking at the woman,, at the woman playing the violin, and we seem very satisfied with it. On\ufffds the table, there aress differentss them. I don't\ufffds\ufffd any |\n| 19 | food yet, so maybe\u2026 | food,, so maybe |\n", "eval_runtime": 3.5206, "eval_samples_per_second": 5.681, "eval_steps_per_second": 0.852, "eval_wer": 37.160940325497286, "step": 180 }, { "epoch": 10.055555555555555, "grad_norm": 0.0014970359625294805, "learning_rate": 0.0002486111111111111, "loss": 0.0001, "step": 181 }, { "epoch": 10.11111111111111, "grad_norm": 0.0014732779236510396, "learning_rate": 0.00024722222222222224, "loss": 0.0001, "step": 182 }, { "epoch": 10.166666666666666, "grad_norm": 0.008961484767496586, "learning_rate": 0.0002458333333333333, "loss": 0.0003, "step": 183 }, { "epoch": 10.222222222222221, "grad_norm": 0.002248810138553381, "learning_rate": 0.00024444444444444443, "loss": 0.0001, "step": 184 }, { "epoch": 10.277777777777779, "grad_norm": 0.0010631824843585491, "learning_rate": 0.00024305555555555555, "loss": 0.0001, "step": 185 }, { "epoch": 10.333333333333334, "grad_norm": 0.0031319386325776577, "learning_rate": 0.00024166666666666667, "loss": 0.0002, "step": 186 }, { "epoch": 10.38888888888889, "grad_norm": 0.001693967031314969, "learning_rate": 0.0002402777777777778, "loss": 0.0001, "step": 187 }, { "epoch": 10.444444444444445, "grad_norm": 0.002274471800774336, "learning_rate": 0.0002388888888888889, "loss": 0.0002, "step": 188 }, { "epoch": 10.5, "grad_norm": 0.0038024322129786015, "learning_rate": 0.0002375, "loss": 0.0002, "step": 189 }, { "epoch": 10.555555555555555, "grad_norm": 0.006611395161598921, "learning_rate": 0.00023611111111111112, "loss": 0.0003, "step": 190 }, { "epoch": 10.61111111111111, "grad_norm": 0.00223925756290555, "learning_rate": 0.00023472222222222224, "loss": 0.0001, "step": 191 }, { "epoch": 10.666666666666666, "grad_norm": 0.0029156638775020838, "learning_rate": 0.00023333333333333333, "loss": 0.0002, "step": 192 }, { "epoch": 10.722222222222221, "grad_norm": 0.0012294260086491704, "learning_rate": 0.00023194444444444445, "loss": 0.0001, "step": 193 }, { "epoch": 10.777777777777779, "grad_norm": 0.017344752326607704, "learning_rate": 0.00023055555555555557, "loss": 0.0004, "step": 194 }, { "epoch": 10.833333333333334, "grad_norm": 0.001825201790779829, "learning_rate": 0.00022916666666666666, "loss": 0.0002, "step": 195 }, { "epoch": 10.88888888888889, "grad_norm": 0.0014712889678776264, "learning_rate": 0.00022777777777777778, "loss": 0.0001, "step": 196 }, { "epoch": 10.944444444444445, "grad_norm": 0.00166862434707582, "learning_rate": 0.0002263888888888889, "loss": 0.0001, "step": 197 }, { "epoch": 11.0, "grad_norm": 0.004706021398305893, "learning_rate": 0.00022500000000000002, "loss": 0.0002, "step": 198 }, { "epoch": 11.0, "eval_cer": 25.396005509641874, "eval_loss": 3.693368673324585, "eval_pred": "| i | Label | Prediction |\n| --- | --- | --- |\n| 0 | The people in the picture are playing soccer. I\u2019ve played soccer twice before in physical education class and I liked it. Well, mostly because I have really strong muscles in my legs from running, so I have a lot of advantages in soccer. If I was a parent, {I would} I would agree for my kid to play soccer. Mostly because playing a sport helps you stay healthy and fit and that\u2019s what ??? society thinks you should do. Stay fit and healthy. | The people in the picture are playing soccer. I've\ufffdve played soccer twice before in physical education class, I liked it. Well, mostly because I have really strong muscles in my legs from running, so I have a lot of advantages in soccer. If I was a parent, I I would agree for would agree for my kid to play soccer, Mostly because playing a sport helps you stay healthy and fit, that\u2019s what societysoci thinks you should do, Stay fit and healthy. |\n| 1 | And it\u2019s also good for your health too. You can have {lower} a lower risk of getting any diseases from body fat. Also, the people in this picture mostly are wearing jerseys and shorts. Some of them are wearing knee-high socks. And all of them are wearing sneakers. And the details in here. There are a lot of trees, which I really like. And really beautiful grass. And there are also two buildings in the background. | And it's\ufffds also good for your health,. You could have a a risk of lower risk of getting any diseases from body fat. Also, the people in this picture mostly are wearing jerseys and shorts. Some of them are wearing knee-high socks, And all of them are wearing sneakers. And the details in here, There are a lot of trees, which I really like, And they beautiful grass. And there are also two buildings in the background, |\n| 2 | Also a bridge. There is a silver car and there are multiple soccer balls which (um) means that they are probably practicing and not playing against each other. The [people] (um) Also there are benches in the background which also indicates that they ??? might be in a park instead of a soccer field. And there are | alsoso, bridge, There is a silver carver car andcar,, car, there are multiple soccer balls, means\ufffd means means that they are probablypractably practicing practicing practicing and not playing against each other. Also people\ufffd also Also also also Also, are benches in the background which also indicates that they mightmmight bebebe be in a park instead of a soccer field. And there are |\n| 3 | some\u2026 | some... |\n| 4 | (um) I think people in the picture is playing soccer, if I\u2019m not wrong. Yes, (eN) they are playing soccer. And (um) did I? I did. When I was in elementary school, we had a PE class and (um) the teacher taught us how to play soccer before. But, honestly, I\u2019m very poor (um) at sports, so I\u2019m not really enjoy it. But I did see some people, like {my} some of my classmate, really do know how to play soccer. | II, I think people in the picture is playing soccer, if I'm\ufffdm not wrong. Yes, they they are theythey are playing soccer, And did\ufffd, Did.? I did. And I was in elementary school, we we had hada hadathe toatheallawe toahow classahow,a\ufffd a class class, thea thet teacher taught us how to play soccer before. But honestly honestly, I\u2019m very poor atat sports,so sports,a so so sports, so I\u2019m not really enjoy it. But I did see some people, like some,st, of my classmatesmates really do know how to play soccer, |\n| 5 | I was like, oh my god, this is a very good, very, very (um) phenomenal cause (um) {it's like} {it\u2019s a} it\u2019s very hard for some the students in Taiwan to play soccer, so as I think it\u2019s quite cool. And if I am parents, well, (um) (um) because I\u2019m not really interested in this, so, (um) if they want to, of course, I would encourage them, but (um) if they doesn\u2019t like that, I won\u2019t force them to do it cause I think it\u2019s not really (um), it\u2019s alright. {It doesn\u2019t like} it\u2019s not | I I was, was like, oh my god, this is very very good, very, very phenomenalinal because because because it\ufffd,it to's very, toit's\ufffds like very to's\ufffds a hard to because see toit some toit so so some, students in Taiwan to play soccer, so I I think it's\ufffds quite quiteit cool, cool. And if I'm parents, well, because,, because\ufffd because because I'm\ufffds not really interested in this, so if if, if if they\ufffd to, of course, I would encourage them, but ifit but but they\ufffd't\ufffdsl that, I I won I won't\ufffds force them to do it because, wouldn it\u2019s not really, itt to\u2019s all, It,'s't\ufffds like,,\u2019s all like |\n| 6 | necessary and just like if they want, I will. And (um) if I have time, (um) so people and it\u2019s (um) only boys. Why? [ish] In the picture, they should have girls, but (um) in the picture, (um) the only boys in the pictures and (uN) they {separate} divided into two groups, is it? And all they\u2019re wearing this long socks is quite cool and (um) it\u2019s quite a beautiful place. It\u2019s a really beautiful place and (um) I think they enjoyed very | necessary, just like if they want, I will. And if if, If I have time. soum, so people and it's\ufffds onlyum, only boys, They? InIn? In the picture, they should have girls, but inum, the the pictures, theum, and only boys in the pictures and theyum ands divided separate into and into into into into two groups, is it? And all,\u2019s wearing this long socks, quite cool and itumum and's\ufffds quite cool beautiful place. It\u2019s quite really beautiful place and I and I and think they enjoyed very |\n| 7 | much. It's quite\u2026 | much. It's quite |\n| 8 | (Um) I think the picture is taken (um) at a park* and it\u2019s a very bright sunny day. And (um) there are some people are in the park and they are painting. and there is a woman (uh) on the right of the picture. She\u2019s sitting on the chair and {she is} she has short hair and {wearing*} some, wearing dress. And she | II, I think the picture is taken at\ufffd at and a park, and it's\ufffds a very bright, day, And there there, there are some people are in the park and they are pant. And and there there there is a woman on\ufffd on on the right of the picture. She's\ufffds sitting on the chair and she she has she and has short hair and wearing somearing some andand wearing wearing some and And she |\n| 9 | is painting some trees and I really like the picture. It\u2019s beautiful. And there are a bags beside the woman. I think there\u2019s (uh) {the wore} the pants or some color in the bags that she wants to draw. And there are also (um) lots of people {near} nearby the {the girl} the woman | is painting some trees, I really like the picture. It's\ufffds beautiful. And there are bags bag beside a woman. I think there's\ufffds the the the the or pants, or girl or some color in the bags that she wants toto draw. draw. And there are also lots\ufffd lots lots of people near nearby nearby nearby the the girl girl girl,, woman,womanwoman |\n| 10 | are painting and there are two people which has a bags and others are besides her and they are discussing* (um) how to draw the picture. And I think (uh) the advantage to join a park is that you can really near the picture you want to draw and it\u2019s in | are pantpantingting, and, there are two people which has a bag and others are besides her, I are disgusting how howing how how to draw the picture and And I think thethe thethe advantage to drawing the park is that you can really near thethe picture picture picture you want to draw and it's\ufffds in |\n| 11 | nature scenery\u2026 | nature scenery, |\n| 12 | Well, I see at least nine people in the picture, and I can see that {all} they are all young men, and they are probably professional soccer players, or a soccer team at school, since they are all wearing sports wears that look quite professional. And, the man at the back of the picture {is} has a funky look, while he has spiky haircut. | Well, I see at least nine people in the picture, and I can see that they\ufffd,and are all young men, and they are probably professional soccer players or or a soccer team at school, since they are all wearing sportswear that look quite professional. And the the man at the back of the picture hasas,, a funky look, while he has spiky haircut, |\n| 13 | And he\u2019s wearing a white short sleeved t-shirt and like he\u2019s wearing blue shirts and long socks which soccer players usually wear, and he\u2019s also wearing blue sneakers. He\u2019s trying to chase the yellow soccer ball. (um) I see many people wearing long soccer socks, which really impressed me, and they\u2019re all wearing like (um) red | and he's\ufffds wearing a white,-ved t-shirt and like he\u2019s wearing blue shirts and long socks, soccer players usually wear. and he\u2019s also wearing blue sneakers. He\u2019s trying to chase the yellow soccer ball. I I I I see many people wearing long soccer socks, which really impressed me, and they\u2019s all wearing like red red red red |\n| 14 | shorts or (eh) like green shirts with numbers on it. So they might be quite professional. And the weather looks good. At the back of the picture, I could see many trees too. And I could even see the MRT. (eh) Also, I see two buildings. And I\u2019m not really good at soccer, but I like watching soccer games. So I hope maybe | shirtsorts or like\ufffd like like green shirts with numbers on it, So, might be quite professional. And the weather looks good. At the back of the picture, I could see many trees,, And I could even see the MRT. Alsoa.Al, I see two buildings. And I'm\ufffdm not really good at soccer, but I like watching soccer games, So I hope maybe |\n| 15 | I can\u2026 | I can't |\n| 16 | I think this might be a room {up a} {up in a} up in the top building in the city because {the windows} [out] outside the windows there\u2019s a lot of colorful [buil] buildings and it\u2019s also really high up on the ground. The woman in the middle is playing her violin to the guests and lots of people are taking pictures of her. I think this is a good place to have a celebration because [really] {it is really} | I think this might be a room up up in top building inup the city building in a top building in a city because theup windows,,\ufffdof\ufffd the windows,'s\ufffds a lot of colorful buildings\ufffdild buildings buildings and it's\ufffds also really high up the the ground. The woman in the middle is playing her violin to to the toto guests guests the guests,and lots lots lots of people are taking pictures of her. I think this is a good place to have a celebration because itit is becausebecause it because\ufffd it\ufffd because is really because |\n| 17 | (um) it looks very comfortable and the food must taste really good. I think (um) the woman on the left is wearing a {red skirt} red dress and is wearing black heels. She\u2019s looking happily at the woman playing the violin while filming her on the phone. And then there is a waiter on the top right corner serving food to the guest that lives beside him. There is also a man | itit,, looks really comfortable, and the andand food mustthe must is the food must taste really good. I think the\ufffd,theis woman isis onisis theisis woman is woman on the left is wearing a red dress dress and and dress and is wearing black heel. She's\ufffds looking happily at the woman playing the violin while filming her on the phone. And then there is a waiter onon the onon top on the top right corner servings to the guest that that that that leads. him. Bes is also a man |\n| 18 | {with a} {with a white} [T sh] with a white shirt smiling happily. And behind the man, there is one guy on his iPad while another guy looks at him. {There is four} [pers] There's four people in total that\u2019s {looking at the violin} looking at the woman playing the violin, and they seem very satisfied with it. (Um) On the table, there are wines and different drinks for them. I don\u2019t see any | with with a white shirt,with white shirt,\ufffd\ufffd,\ufffd a white shirt smelling happily, And behind the men, therethere is,one one, is one guy on his iPad,while another looksanother guy looks another guy looks at him. There There is four people,\ufffd there\ufffd's four people in total that's\ufffds looking looking at the woman,, at the woman playing the violin,looking we seem very satisfied with it. On\ufffds the table, there aress differentss them. I don't\ufffds\ufffd any |\n| 19 | food yet, so maybe\u2026 | food,, so maybe |\n", "eval_runtime": 3.4425, "eval_samples_per_second": 5.81, "eval_steps_per_second": 0.871, "eval_wer": 37.43218806509946, "step": 198 }, { "epoch": 11.055555555555555, "grad_norm": 0.004418273456394672, "learning_rate": 0.0002236111111111111, "loss": 0.0002, "step": 199 }, { "epoch": 11.11111111111111, "grad_norm": 0.001117974054068327, "learning_rate": 0.0002222222222222222, "loss": 0.0001, "step": 200 }, { "epoch": 11.166666666666666, "grad_norm": 0.0018133592093363404, "learning_rate": 0.00022083333333333333, "loss": 0.0001, "step": 201 }, { "epoch": 11.222222222222221, "grad_norm": 0.013846522197127342, "learning_rate": 0.00021944444444444444, "loss": 0.0003, "step": 202 }, { "epoch": 11.277777777777779, "grad_norm": 0.0010803233599290252, "learning_rate": 0.00021805555555555556, "loss": 0.0001, "step": 203 }, { "epoch": 11.333333333333334, "grad_norm": 0.002325925976037979, "learning_rate": 0.00021666666666666668, "loss": 0.0001, "step": 204 }, { "epoch": 11.38888888888889, "grad_norm": 0.0025283198338001966, "learning_rate": 0.0002152777777777778, "loss": 0.0002, "step": 205 }, { "epoch": 11.444444444444445, "grad_norm": 0.0018618369940668344, "learning_rate": 0.0002138888888888889, "loss": 0.0002, "step": 206 }, { "epoch": 11.5, "grad_norm": 0.0010183696867898107, "learning_rate": 0.0002125, "loss": 0.0001, "step": 207 }, { "epoch": 11.555555555555555, "grad_norm": 0.0033934013918042183, "learning_rate": 0.0002111111111111111, "loss": 0.0002, "step": 208 }, { "epoch": 11.61111111111111, "grad_norm": 0.0010606335708871484, "learning_rate": 0.00020972222222222223, "loss": 0.0001, "step": 209 }, { "epoch": 11.666666666666666, "grad_norm": 0.0022904002107679844, "learning_rate": 0.00020833333333333335, "loss": 0.0002, "step": 210 }, { "epoch": 11.722222222222221, "grad_norm": 0.001880959956906736, "learning_rate": 0.00020694444444444444, "loss": 0.0001, "step": 211 }, { "epoch": 11.777777777777779, "grad_norm": 0.0032767965458333492, "learning_rate": 0.00020555555555555556, "loss": 0.0001, "step": 212 }, { "epoch": 11.833333333333334, "grad_norm": 0.0020903395488858223, "learning_rate": 0.00020416666666666668, "loss": 0.0001, "step": 213 }, { "epoch": 11.88888888888889, "grad_norm": 0.0017644554609432817, "learning_rate": 0.00020277777777777777, "loss": 0.0001, "step": 214 }, { "epoch": 11.944444444444445, "grad_norm": 0.0019319537095725536, "learning_rate": 0.0002013888888888889, "loss": 0.0001, "step": 215 }, { "epoch": 12.0, "grad_norm": 0.0032090959139168262, "learning_rate": 0.0002, "loss": 0.0001, "step": 216 }, { "epoch": 12.0, "eval_cer": 25.24104683195592, "eval_loss": 3.690070390701294, "eval_pred": "| i | Label | Prediction |\n| --- | --- | --- |\n| 0 | The people in the picture are playing soccer. I\u2019ve played soccer twice before in physical education class and I liked it. Well, mostly because I have really strong muscles in my legs from running, so I have a lot of advantages in soccer. If I was a parent, {I would} I would agree for my kid to play soccer. Mostly because playing a sport helps you stay healthy and fit and that\u2019s what ??? society thinks you should do. Stay fit and healthy. | The people in the picture are playing soccer. I've\ufffdve played soccer twice before in physical education class, I liked it. Well, mostly because I have really strong muscles in my legs from running, so I have a lot of advantages in soccer. If I was a parent, I I would agree for would agree for my kid to play soccer, Mostly because playing a sport helps you stay healthy and fit, that\u2019s what societysoci thinks you should do, Stay fit and healthy. |\n| 1 | And it\u2019s also good for your health too. You can have {lower} a lower risk of getting any diseases from body fat. Also, the people in this picture mostly are wearing jerseys and shorts. Some of them are wearing knee-high socks. And all of them are wearing sneakers. And the details in here. There are a lot of trees, which I really like. And really beautiful grass. And there are also two buildings in the background. | And it's\ufffds also good for your health,. You could have a a risk of lower risk of getting any diseases from body fat. Also, the people in this picture mostly are wearing jerseys and shorts. Some of them are wearing knee-high socks, And all of them are wearing sneakers. And the details in here, There are a lot of trees, which I really like, And they beautiful grass. And there are also two buildings in the background, |\n| 2 | Also a bridge. There is a silver car and there are multiple soccer balls which (um) means that they are probably practicing and not playing against each other. The [people] (um) Also there are benches in the background which also indicates that they ??? might be in a park instead of a soccer field. And there are | alsoso, bridge, There is a silver carver car andcar,, car, there are multiple soccer balls, means\ufffd means means that they are probablypractably practicing practicing practicing and not playing against each other. Also people\ufffd also Also also also Also, are benches in the background which also indicates that they mightmmight bebebe be in a park instead of a soccer field. And there are |\n| 3 | some\u2026 | some... |\n| 4 | (um) I think people in the picture is playing soccer, if I\u2019m not wrong. Yes, (eN) they are playing soccer. And (um) did I? I did. When I was in elementary school, we had a PE class and (um) the teacher taught us how to play soccer before. But, honestly, I\u2019m very poor (um) at sports, so I\u2019m not really enjoy it. But I did see some people, like {my} some of my classmate, really do know how to play soccer. | II, I think people in the picture is playing soccer, if I'm\ufffdm not wrong. Yes, they they are theythey are playing soccer, And did\ufffd, Did.? I did. And I was in elementary school, we we had hada had athe toatheallawe toahow classahow,a\ufffd a class class, thea thet teacher taught us how to play soccer before. But honestly honestly, I\u2019m very poor atat sports,so sports,\ufffd so so sports, so I\u2019m not really enjoy it. But I did see some people, like some,st, of my classmatesmates really do know how to play soccer, |\n| 5 | I was like, oh my god, this is a very good, very, very (um) phenomenal cause (um) {it's like} {it\u2019s a} it\u2019s very hard for some the students in Taiwan to play soccer, so as I think it\u2019s quite cool. And if I am parents, well, (um) (um) because I\u2019m not really interested in this, so, (um) if they want to, of course, I would encourage them, but (um) if they doesn\u2019t like that, I won\u2019t force them to do it cause I think it\u2019s not really (um), it\u2019s alright. {It doesn\u2019t like} it\u2019s not | I I was, was like, oh my god, this is very very good, very, very phenomenalinal because because because it\ufffd,it to's very, toit's\ufffds like very to's\ufffds a hard to because see toit some toit so so some, students in Taiwan to play soccer, so I I think it's\ufffds quite quitell cool, cool. And if I'm parents, well, because,, because\ufffd because because I'm\ufffds not really interested in this, so if if,, if they\ufffd to, of course, I would encourage them, but ifit but but they\ufffd't\ufffdsl that, I I won I won't\ufffds force them to do it because, won it\u2019s not really,,t to\u2019s all, It,'s't\ufffds like,,\u2019s all like |\n| 6 | necessary and just like if they want, I will. And (um) if I have time, (um) so people and it\u2019s (um) only boys. Why? [ish] In the picture, they should have girls, but (um) in the picture, (um) the only boys in the pictures and (uN) they {separate} divided into two groups, is it? And all they\u2019re wearing this long socks is quite cool and (um) it\u2019s quite a beautiful place. It\u2019s a really beautiful place and (um) I think they enjoyed very | necessary, just like if they want, I will. And if if, If I have time. soum, so people and it's\ufffds onlyum, only boys, They? InIn? In the picture, they should have girls, but inum, the the pictures, theum, and only boys in the pictures and theyum ands divided separate into and into into into into two groups, is it? And all,\u2019s wearing this long socks, quite cool and itumum and's\ufffds quite cool beautiful place. It\u2019s quite really beautiful place and Ia I and think they enjoyed very |\n| 7 | much. It's quite\u2026 | much. It's quite |\n| 8 | (Um) I think the picture is taken (um) at a park* and it\u2019s a very bright sunny day. And (um) there are some people are in the park and they are painting. and there is a woman (uh) on the right of the picture. She\u2019s sitting on the chair and {she is} she has short hair and {wearing*} some, wearing dress. And she | II, I think the picture is taken at\ufffd at and a park, and it's\ufffds a very bright, day, And there there, there are some people are in the park and they are pant. And and there there there is a woman on\ufffd on on the right of the picture. She's\ufffds sitting on the chair and she she has she and has short hair and wearing somearing some andand wearing wearing some and And she |\n| 9 | is painting some trees and I really like the picture. It\u2019s beautiful. And there are a bags beside the woman. I think there\u2019s (uh) {the wore} the pants or some color in the bags that she wants to draw. And there are also (um) lots of people {near} nearby the {the girl} the woman | is painting some trees, I really like the picture. It's\ufffds beautiful. And there are bags bag beside a woman. I think there's\ufffds the the the the or pants, or girl or some color in the bags that she wants toto draw. draw. And there are also lots\ufffd lots lots of people near nearby nearby nearby the the girl girl girl,, woman,womanwomanwomanwoman |\n| 10 | are painting and there are two people which has a bags and others are besides her and they are discussing* (um) how to draw the picture. And I think (uh) the advantage to join a park is that you can really near the picture you want to draw and it\u2019s in | are pantpantingting, and, there are two people which has a bag and others are besides her, I are disgusting how howing how how to draw the picture and And I think thethe thethe advantage to drawing the park is that you can really near thethe picture picture picture you want to draw and it's\ufffds in |\n| 11 | nature scenery\u2026 | nature scenery? |\n| 12 | Well, I see at least nine people in the picture, and I can see that {all} they are all young men, and they are probably professional soccer players, or a soccer team at school, since they are all wearing sports wears that look quite professional. And, the man at the back of the picture {is} has a funky look, while he has spiky haircut. | Well, I see at least nine people in the picture, and I can see that they\ufffd,and are all young men, and they are probably professional soccer players or or a soccer team at school, since they are all wearing sportswa that look quite professional. And the the man at the back of the picture hasas,, a funky look, while he has spiky haircut, |\n| 13 | And he\u2019s wearing a white short sleeved t-shirt and like he\u2019s wearing blue shirts and long socks which soccer players usually wear, and he\u2019s also wearing blue sneakers. He\u2019s trying to chase the yellow soccer ball. (um) I see many people wearing long soccer socks, which really impressed me, and they\u2019re all wearing like (um) red | and he's\ufffds wearing a white,-ved t-shirt and like he\u2019s wearing blue shirts and long socks, soccer players usually wear. and he\u2019s also wearing blue sneakers. He\u2019s trying to chase the yellow soccer ball. I I I I see many people wearing long soccer socks, which really impressed me, and they\u2019s all wearing like red red red red |\n| 14 | shorts or (eh) like green shirts with numbers on it. So they might be quite professional. And the weather looks good. At the back of the picture, I could see many trees too. And I could even see the MRT. (eh) Also, I see two buildings. And I\u2019m not really good at soccer, but I like watching soccer games. So I hope maybe | shirtsorts or like\ufffd like like green shirts with numbers on it, So, might be quite professional. And the weather looks good. At the back of the picture, I could see many trees,, And I could even see the MRT. Alsoa.Al, I see two buildings. And I'm\ufffdm not really good at soccer, but I like watching soccer games, So I hope maybe |\n| 15 | I can\u2026 | I can't |\n| 16 | I think this might be a room {up a} {up in a} up in the top building in the city because {the windows} [out] outside the windows there\u2019s a lot of colorful [buil] buildings and it\u2019s also really high up on the ground. The woman in the middle is playing her violin to the guests and lots of people are taking pictures of her. I think this is a good place to have a celebration because [really] {it is really} | I think this might be a room up up in top building inup the city building in a top building in a city because theup windows,,\ufffdof\ufffd the windows,'s\ufffds a lot of colorful buildings\ufffdild buildings buildings and it\u2019s also really high up the the ground. The woman in the middle is playing her violin to to the toto guests guests the guests,and lots lots lots of people are taking pictures of her. I think this is a good place to have a celebration because itit is becausebecause it because\ufffd it\ufffd because is really because |\n| 17 | (um) it looks very comfortable and the food must taste really good. I think (um) the woman on the left is wearing a {red skirt} red dress and is wearing black heels. She\u2019s looking happily at the woman playing the violin while filming her on the phone. And then there is a waiter on the top right corner serving food to the guest that lives beside him. There is also a man | itit,, looks really comfortable, and the and and food mustthe and is the food must taste really good. I think the\ufffd,theis woman isis onisis theisis woman is woman on the left is wearing a red dress dress and and dress and is wearing black heel. She's\ufffds looking happily at the woman playing the violin while filming her on the phone. And then there is a waiter onon the onon top on the top right corner servings to the guest that that that that leads. him. Bes is also a man |\n| 18 | {with a} {with a white} [T sh] with a white shirt smiling happily. And behind the man, there is one guy on his iPad while another guy looks at him. {There is four} [pers] There's four people in total that\u2019s {looking at the violin} looking at the woman playing the violin, and they seem very satisfied with it. (Um) On the table, there are wines and different drinks for them. I don\u2019t see any | with with a white shirt,with white shirt,\ufffd\ufffd,\ufffd a white shirt smelling happily, And behind the men, therethere is,one one, is one guy on his iPad,while another looksanother guy looks another guy looks at him. There, is four people,\ufffd there\ufffd's four people in total that's\ufffds looking looking at the woman,, at the woman playing the violin, and we seem very satisfied with it. On\ufffds the table, there aress differentss them. I don't\ufffds\ufffd any |\n| 19 | food yet, so maybe\u2026 | food,, so maybe |\n", "eval_runtime": 3.2741, "eval_samples_per_second": 6.109, "eval_steps_per_second": 0.916, "eval_wer": 36.98010849909584, "step": 216 }, { "epoch": 12.055555555555555, "grad_norm": 0.0016898091416805983, "learning_rate": 0.0001986111111111111, "loss": 0.0001, "step": 217 }, { "epoch": 12.11111111111111, "grad_norm": 0.001931839855387807, "learning_rate": 0.00019722222222222222, "loss": 0.0001, "step": 218 }, { "epoch": 12.166666666666666, "grad_norm": 0.004972982686012983, "learning_rate": 0.00019583333333333334, "loss": 0.0002, "step": 219 }, { "epoch": 12.222222222222221, "grad_norm": 0.0007976025226525962, "learning_rate": 0.00019444444444444446, "loss": 0.0001, "step": 220 }, { "epoch": 12.277777777777779, "grad_norm": 0.0008538993424735963, "learning_rate": 0.00019305555555555558, "loss": 0.0001, "step": 221 }, { "epoch": 12.333333333333334, "grad_norm": 0.0030773060861974955, "learning_rate": 0.00019166666666666667, "loss": 0.0001, "step": 222 }, { "epoch": 12.38888888888889, "grad_norm": 0.0044769407249987125, "learning_rate": 0.00019027777777777776, "loss": 0.0002, "step": 223 }, { "epoch": 12.444444444444445, "grad_norm": 0.0019763780292123556, "learning_rate": 0.00018888888888888888, "loss": 0.0002, "step": 224 }, { "epoch": 12.5, "grad_norm": 0.0024463790468871593, "learning_rate": 0.0001875, "loss": 0.0001, "step": 225 }, { "epoch": 12.555555555555555, "grad_norm": 0.0018277009949088097, "learning_rate": 0.00018611111111111112, "loss": 0.0001, "step": 226 }, { "epoch": 12.61111111111111, "grad_norm": 0.001613877946510911, "learning_rate": 0.00018472222222222224, "loss": 0.0001, "step": 227 }, { "epoch": 12.666666666666666, "grad_norm": 0.003747416427358985, "learning_rate": 0.00018333333333333334, "loss": 0.0002, "step": 228 }, { "epoch": 12.722222222222221, "grad_norm": 0.0029143381398171186, "learning_rate": 0.00018194444444444443, "loss": 0.0001, "step": 229 }, { "epoch": 12.777777777777779, "grad_norm": 0.0015308726578950882, "learning_rate": 0.00018055555555555555, "loss": 0.0001, "step": 230 }, { "epoch": 12.833333333333334, "grad_norm": 0.0008252743864431977, "learning_rate": 0.00017916666666666667, "loss": 0.0001, "step": 231 }, { "epoch": 12.88888888888889, "grad_norm": 0.0024643708020448685, "learning_rate": 0.00017777777777777779, "loss": 0.0001, "step": 232 }, { "epoch": 12.944444444444445, "grad_norm": 0.0014844912802800536, "learning_rate": 0.0001763888888888889, "loss": 0.0001, "step": 233 }, { "epoch": 13.0, "grad_norm": 0.0010569235309958458, "learning_rate": 0.000175, "loss": 0.0001, "step": 234 }, { "epoch": 13.0, "eval_cer": 25.22382920110193, "eval_loss": 3.697988271713257, "eval_pred": "| i | Label | Prediction |\n| --- | --- | --- |\n| 0 | The people in the picture are playing soccer. I\u2019ve played soccer twice before in physical education class and I liked it. Well, mostly because I have really strong muscles in my legs from running, so I have a lot of advantages in soccer. If I was a parent, {I would} I would agree for my kid to play soccer. Mostly because playing a sport helps you stay healthy and fit and that\u2019s what ??? society thinks you should do. Stay fit and healthy. | The people in the picture are playing soccer. I've\ufffdve played soccer twice before in physical education class, I liked it. Well, mostly because I have really strong muscles in my legs from running, so I have a lot of advantages in soccer. If I was a parent, I I would agree for would agree for my kid to play soccer, Mostly because playing a sport helps you stay healthy and fit, that\u2019s what societysoci thinks you should do, Stay fit and healthy. |\n| 1 | And it\u2019s also good for your health too. You can have {lower} a lower risk of getting any diseases from body fat. Also, the people in this picture mostly are wearing jerseys and shorts. Some of them are wearing knee-high socks. And all of them are wearing sneakers. And the details in here. There are a lot of trees, which I really like. And really beautiful grass. And there are also two buildings in the background. | And it's\ufffds also good for your health,. You could have a a risk of lower risk of getting any diseases from body fat. Also, the people in this picture mostly are wearing jerseys and shorts. Some of them are wearing knee-high socks, And all of them are wearing sneakers. And the details in here, There are a lot of trees, which I really like, And they beautiful grass. And there are also two buildings in the background, |\n| 2 | Also a bridge. There is a silver car and there are multiple soccer balls which (um) means that they are probably practicing and not playing against each other. The [people] (um) Also there are benches in the background which also indicates that they ??? might be in a park instead of a soccer field. And there are | alsoso, bridge, There is a silver carver car andcar,, car, there are multiple soccer balls, meansme means means that they are probablypractably practicing practicing practicing and not playing against each other. Also people\ufffd also Also also also Also, are benches in the background which also indicates that they mightmmight bebebe be in a park instead of a soccer field. And there are |\n| 3 | some\u2026 | some... |\n| 4 | (um) I think people in the picture is playing soccer, if I\u2019m not wrong. Yes, (eN) they are playing soccer. And (um) did I? I did. When I was in elementary school, we had a PE class and (um) the teacher taught us how to play soccer before. But, honestly, I\u2019m very poor (um) at sports, so I\u2019m not really enjoy it. But I did see some people, like {my} some of my classmate, really do know how to play soccer. | II, I think people in the picture is playing soccer, if I'm\ufffdm not wrong. Yes, they they are theythey are playing soccer, And did\ufffd, Did.? I did. And I was in elementary school, we we had hada had athe aatheallawe toahow classahow,a\ufffd a class class, thea thet teacher taught us how to play soccer before. But honestly honestly, I\u2019m very poor atat sports,so sports,a so so sports, so I\u2019m not really enjoy it. But I did see some people, like some,st, of my classmatesmates really do know how to play soccer, |\n| 5 | I was like, oh my god, this is a very good, very, very (um) phenomenal cause (um) {it's like} {it\u2019s a} it\u2019s very hard for some the students in Taiwan to play soccer, so as I think it\u2019s quite cool. And if I am parents, well, (um) (um) because I\u2019m not really interested in this, so, (um) if they want to, of course, I would encourage them, but (um) if they doesn\u2019t like that, I won\u2019t force them to do it cause I think it\u2019s not really (um), it\u2019s alright. {It doesn\u2019t like} it\u2019s not | I I was, was like, oh my god, this is very very good, very, very phenomenalinal because because because it\ufffd,it to's very, toit's\ufffds like very to's\ufffds a hard to because see toit some toit so so some, students in Taiwan to play soccer, so I I think it's\ufffds quite quitell cool, cool. And if I'm parents, well, because,, because\ufffd because because I'm\ufffds not really interested in this, so if if,, if they\ufffd to, of course, I would encourage them, but ifit, but they\ufffd't\ufffdsl that, I I won I won't\ufffds force them to do it because,\ufffd it\u2019s not really,,t to\u2019s all, It,'s't\ufffds like,,\u2019s all really |\n| 6 | necessary and just like if they want, I will. And (um) if I have time, (um) so people and it\u2019s (um) only boys. Why? [ish] In the picture, they should have girls, but (um) in the picture, (um) the only boys in the pictures and (uN) they {separate} divided into two groups, is it? And all they\u2019re wearing this long socks is quite cool and (um) it\u2019s quite a beautiful place. It\u2019s a really beautiful place and (um) I think they enjoyed very | necessary, just like if they want, I will. And if if, If I have time. soum, so people and it's\ufffds onlyum, only boys, They? InIn? In the picture, they should have girls, but inum, the the pictures, theum, and only boys in the pictures and theyum ands divided separate into and into into into into two groups, is it? And all,\u2019s wearing this long socks, quite cool and itum and and's\ufffds quite cool beautiful place. It\u2019s a really beautiful place and Ia I and think they enjoyed very |\n| 7 | much. It's quite\u2026 | much. It's quite |\n| 8 | (Um) I think the picture is taken (um) at a park* and it\u2019s a very bright sunny day. And (um) there are some people are in the park and they are painting. and there is a woman (uh) on the right of the picture. She\u2019s sitting on the chair and {she is} she has short hair and {wearing*} some, wearing dress. And she | II, I think the picture is taken at\ufffd at and a park, and it's\ufffds a very bright, day, And there there, there are some people are in the park and they are pant. And and there there there is a woman ona on on the right of the picture. She's\ufffds sitting on the chair and she she has she and has short hair and wearing somearing some andand wearing wearing some. And she |\n| 9 | is painting some trees and I really like the picture. It\u2019s beautiful. And there are a bags beside the woman. I think there\u2019s (uh) {the wore} the pants or some color in the bags that she wants to draw. And there are also (um) lots of people {near} nearby the {the girl} the woman | is painting some trees, I really like the picture. It's\ufffds beautiful. And there are bags bag beside a woman. I think there's\ufffds the the the the or pants, or girl or some color in the bags that she wants toto draw. draw. And there are also lots\ufffd lots lots of people near nearby nearby by the the girl girl girl,, woman, the thewomanwomanwoman |\n| 10 | are painting and there are two people which has a bags and others are besides her and they are discussing* (um) how to draw the picture. And I think (uh) the advantage to join a park is that you can really near the picture you want to draw and it\u2019s in | are pantpantingting,,, there are two people which has a bag and others are besides her, they are disgusting how howing how how to draw the picture and And I think thethe thethe advantage to drawing a park is that you can really near thethe picture picture picture you want to draw and it's\ufffds in |\n| 11 | nature scenery\u2026 | nature,, |\n| 12 | Well, I see at least nine people in the picture, and I can see that {all} they are all young men, and they are probably professional soccer players, or a soccer team at school, since they are all wearing sports wears that look quite professional. And, the man at the back of the picture {is} has a funky look, while he has spiky haircut. | Well, I see at least nine people in the picture, and I can see that they\ufffd,and are all young men, and they are probably professional soccer players or or a soccer team at school, since they are all wearing sportswa that look quite professional. And the the man at the back of the picture hasas,, a funky look, while he has spiky haircut, |\n| 13 | And he\u2019s wearing a white short sleeved t-shirt and like he\u2019s wearing blue shirts and long socks which soccer players usually wear, and he\u2019s also wearing blue sneakers. He\u2019s trying to chase the yellow soccer ball. (um) I see many people wearing long soccer socks, which really impressed me, and they\u2019re all wearing like (um) red | and he's\ufffds wearing a white,-ved t-shirt and like he\u2019s wearing blue shirts and long socks, soccer players usually wear. and he\u2019s also wearing blue sneakers. He\u2019s trying to chase the yellow soccer ball. I I I I see many people wearing long soccer socks, which really impressed me, and they\u2019s all wearing like red red red red |\n| 14 | shorts or (eh) like green shirts with numbers on it. So they might be quite professional. And the weather looks good. At the back of the picture, I could see many trees too. And I could even see the MRT. (eh) Also, I see two buildings. And I\u2019m not really good at soccer, but I like watching soccer games. So I hope maybe | shirtsorts or like\ufffd like like green shirts with numbers on it, So, might be quite professional. And the weather looks good. At the back of the picture, I could see many trees,, And I could even see the MRT. Alsoa.Al, I see two buildings. And I'm\ufffdm not really good at soccer, but I like watching soccer games, So I hope maybe |\n| 15 | I can\u2026 | I can't |\n| 16 | I think this might be a room {up a} {up in a} up in the top building in the city because {the windows} [out] outside the windows there\u2019s a lot of colorful [buil] buildings and it\u2019s also really high up on the ground. The woman in the middle is playing her violin to the guests and lots of people are taking pictures of her. I think this is a good place to have a celebration because [really] {it is really} | I think this might be a room up up in top building inup the city building in a top building in a city because theup windows,,\ufffdof\ufffd the windows,'s\ufffds a lot of colorful buildings\ufffdild buildings buildings and it\u2019s also really high up the the ground. The woman in the middle is playing her violin to to the toto guests guests the guests,and lots lots lots of people are taking pictures of her. I think this is a good place to have a celebration because itit is becausebecause it because\ufffd it\ufffd because is really because |\n| 17 | (um) it looks very comfortable and the food must taste really good. I think (um) the woman on the left is wearing a {red skirt} red dress and is wearing black heels. She\u2019s looking happily at the woman playing the violin while filming her on the phone. And then there is a waiter on the top right corner serving food to the guest that lives beside him. There is also a man | itit,, looks really comfortable, and the and, food mustthe and is the food must taste really good. I think the\ufffd,theis woman isis onisis theisis woman is woman on the left is wearing a red dress dress and and dress and is wearing black heel. She's\ufffds looking happily at the woman playing the violin while filming her on the phone. And then there is a waiter onon the onon top on the top right corner servings to the guest that that that that leads. him. Bes is also a man |\n| 18 | {with a} {with a white} [T sh] with a white shirt smiling happily. And behind the man, there is one guy on his iPad while another guy looks at him. {There is four} [pers] There's four people in total that\u2019s {looking at the violin} looking at the woman playing the violin, and they seem very satisfied with it. (Um) On the table, there are wines and different drinks for them. I don\u2019t see any | with with a white shirt,with white shirt,\ufffd\ufffd,\ufffd a white shirt smelling happily, And behind the men, therethere is,while one, is one guy on his iPad,while another looksanother guy looks another guy looks at him. There, is four people,\ufffd there\ufffd's four people in total that's\ufffds looking looking at the woman,, at the woman playing the violin, looking we seem very satisfied with it. On\ufffds the table, there aress differentss them. I don't\ufffds\ufffd any |\n| 19 | food yet, so maybe\u2026 | food,, so maybe |\n", "eval_runtime": 3.2912, "eval_samples_per_second": 6.077, "eval_steps_per_second": 0.912, "eval_wer": 36.79927667269439, "step": 234 }, { "epoch": 13.055555555555555, "grad_norm": 0.002670049900189042, "learning_rate": 0.00017361111111111112, "loss": 0.0002, "step": 235 }, { "epoch": 13.11111111111111, "grad_norm": 0.0028607395943254232, "learning_rate": 0.00017222222222222224, "loss": 0.0001, "step": 236 }, { "epoch": 13.166666666666666, "grad_norm": 0.0014605986652895808, "learning_rate": 0.00017083333333333333, "loss": 0.0001, "step": 237 }, { "epoch": 13.222222222222221, "grad_norm": 0.0018999763997271657, "learning_rate": 0.00016944444444444445, "loss": 0.0001, "step": 238 }, { "epoch": 13.277777777777779, "grad_norm": 0.001235063187777996, "learning_rate": 0.00016805555555555557, "loss": 0.0001, "step": 239 }, { "epoch": 13.333333333333334, "grad_norm": 0.0009503451292403042, "learning_rate": 0.00016666666666666666, "loss": 0.0001, "step": 240 }, { "epoch": 13.38888888888889, "grad_norm": 0.0016706992173567414, "learning_rate": 0.00016527777777777778, "loss": 0.0001, "step": 241 }, { "epoch": 13.444444444444445, "grad_norm": 0.0012573233107104897, "learning_rate": 0.0001638888888888889, "loss": 0.0001, "step": 242 }, { "epoch": 13.5, "grad_norm": 0.0011130396742373705, "learning_rate": 0.00016250000000000002, "loss": 0.0001, "step": 243 }, { "epoch": 13.555555555555555, "grad_norm": 0.0025992058217525482, "learning_rate": 0.0001611111111111111, "loss": 0.0002, "step": 244 }, { "epoch": 13.61111111111111, "grad_norm": 0.0010009772377088666, "learning_rate": 0.0001597222222222222, "loss": 0.0001, "step": 245 }, { "epoch": 13.666666666666666, "grad_norm": 0.0028250510804355145, "learning_rate": 0.00015833333333333332, "loss": 0.0001, "step": 246 }, { "epoch": 13.722222222222221, "grad_norm": 0.002076938282698393, "learning_rate": 0.00015694444444444444, "loss": 0.0001, "step": 247 }, { "epoch": 13.777777777777779, "grad_norm": 0.0016762109007686377, "learning_rate": 0.00015555555555555556, "loss": 0.0001, "step": 248 }, { "epoch": 13.833333333333334, "grad_norm": 0.002014977391809225, "learning_rate": 0.00015416666666666668, "loss": 0.0001, "step": 249 }, { "epoch": 13.88888888888889, "grad_norm": 0.0014114901423454285, "learning_rate": 0.0001527777777777778, "loss": 0.0001, "step": 250 }, { "epoch": 13.944444444444445, "grad_norm": 0.0014300527982413769, "learning_rate": 0.0001513888888888889, "loss": 0.0001, "step": 251 }, { "epoch": 14.0, "grad_norm": 0.0022878835443407297, "learning_rate": 0.00015, "loss": 0.0001, "step": 252 }, { "epoch": 14.0, "eval_cer": 25.13774104683196, "eval_loss": 3.6989734172821045, "eval_pred": "| i | Label | Prediction |\n| --- | --- | --- |\n| 0 | The people in the picture are playing soccer. I\u2019ve played soccer twice before in physical education class and I liked it. Well, mostly because I have really strong muscles in my legs from running, so I have a lot of advantages in soccer. If I was a parent, {I would} I would agree for my kid to play soccer. Mostly because playing a sport helps you stay healthy and fit and that\u2019s what ??? society thinks you should do. Stay fit and healthy. | The people in the picture are playing soccer. I've\ufffdve played soccer twice before in physical education class, I liked it. Well, mostly because I have really strong muscles in my legs from running, so I have a lot of advantages in soccer. If I was a parent, I I would agree for would agree for my kid to play soccer, Mostly because playing a sport helps you stay healthy and fit, that\u2019s what societysoci thinks you should do, Stay fit and healthy. |\n| 1 | And it\u2019s also good for your health too. You can have {lower} a lower risk of getting any diseases from body fat. Also, the people in this picture mostly are wearing jerseys and shorts. Some of them are wearing knee-high socks. And all of them are wearing sneakers. And the details in here. There are a lot of trees, which I really like. And really beautiful grass. And there are also two buildings in the background. | And it's\ufffds also good for your health,. You could have a a risk of lower risk of getting any diseases from body fat. Also, the people in this picture mostly are wearing jerseys and shorts. Some of them are wearing knee-high socks, And all of them are wearing sneakers. And the details in here, There are a lot of trees, which I really like, And they beautiful grass. And there are also two buildings in the background, |\n| 2 | Also a bridge. There is a silver car and there are multiple soccer balls which (um) means that they are probably practicing and not playing against each other. The [people] (um) Also there are benches in the background which also indicates that they ??? might be in a park instead of a soccer field. And there are | alsoso, bridge, There is a silver carver car andcar,, car, there are multiple soccer balls, means\ufffd means means that they are probablypractably practicing practicing practicing and not playing against each other. Also people\ufffd also Also also also Also, are benches in the background which also indicates that they mightmmight bebebe be in a park instead of a soccer field. And there are |\n| 3 | some\u2026 | some... |\n| 4 | (um) I think people in the picture is playing soccer, if I\u2019m not wrong. Yes, (eN) they are playing soccer. And (um) did I? I did. When I was in elementary school, we had a PE class and (um) the teacher taught us how to play soccer before. But, honestly, I\u2019m very poor (um) at sports, so I\u2019m not really enjoy it. But I did see some people, like {my} some of my classmate, really do know how to play soccer. | II, I think people in the picture is playing soccer, if I'm\ufffdm not wrong. Yes, they, are theythey are playing soccer, And did I, Did.? I did. And I was in elementary school, we we had hada had athe aatheallawe toahow classahow,a\ufffd a class class, thea thet teacher taught us how to play soccer before. But honestly honestly, I\u2019m very poor atat sports,so sports,a so so sports, so I\u2019m not really enjoy it. But I did see some people, like some,st, of my classmatesmates really do know how to play soccer, |\n| 5 | I was like, oh my god, this is a very good, very, very (um) phenomenal cause (um) {it's like} {it\u2019s a} it\u2019s very hard for some the students in Taiwan to play soccer, so as I think it\u2019s quite cool. And if I am parents, well, (um) (um) because I\u2019m not really interested in this, so, (um) if they want to, of course, I would encourage them, but (um) if they doesn\u2019t like that, I won\u2019t force them to do it cause I think it\u2019s not really (um), it\u2019s alright. {It doesn\u2019t like} it\u2019s not | I I was, was like, oh my god, this is very very good, very, very phenomenalinal because because because it\ufffd,it to's very, toit's\ufffds like very to's\ufffds a hard to because see toit some toit so so some, students in Taiwan to play soccer, so I I think it's\ufffds quite quiteit,, cool. And if I'm parents, well, because,, because\ufffd because because I'm\ufffds not really interested in this, so if if,, if they\ufffd to, of course, I would encourage them, but ifit, but they\ufffd't\ufffdsl that, I I won I won't\ufffds force them to do it because,\ufffd it\u2019s not really,,t to\u2019s all, It,'s't\ufffds like,,\u2019s all really |\n| 6 | necessary and just like if they want, I will. And (um) if I have time, (um) so people and it\u2019s (um) only boys. Why? [ish] In the picture, they should have girls, but (um) in the picture, (um) the only boys in the pictures and (uN) they {separate} divided into two groups, is it? And all they\u2019re wearing this long socks is quite cool and (um) it\u2019s quite a beautiful place. It\u2019s a really beautiful place and (um) I think they enjoyed very | necessary, just like if they want, I will. And if if, If I have time. soum, so people and it's\ufffds onlyum, only boys in In? InIn? In the picture, they should have girls, but inum, the the pictures, theum, and only boys in the pictures and theyum ands divided separate into and into into into into two groups, is it? And all,\u2019s wearing this long socks. quite cool and itumum and's\ufffds quite cool beautiful place. It\u2019s a really beautiful place and Ia I and think they enjoyed very |\n| 7 | much. It's quite\u2026 | much. It's quite |\n| 8 | (Um) I think the picture is taken (um) at a park* and it\u2019s a very bright sunny day. And (um) there are some people are in the park and they are painting. and there is a woman (uh) on the right of the picture. She\u2019s sitting on the chair and {she is} she has short hair and {wearing*} some, wearing dress. And she | II, I think the picture is taken at\ufffd at and a park, and it's\ufffds a very bright, day, And there there, there are some people are in the park and they are pant. And and there there there is a woman ona on on the right of the picture. She's\ufffds sitting on the chair and she she has she and has short hair and wearing somearing some someand wearing wearing some. And she |\n| 9 | is painting some trees and I really like the picture. It\u2019s beautiful. And there are a bags beside the woman. I think there\u2019s (uh) {the wore} the pants or some color in the bags that she wants to draw. And there are also (um) lots of people {near} nearby the {the girl} the woman | is painting some trees, I really like the picture. It's\ufffds beautiful. And there are bags bag beside a woman. I think there's\ufffds the the the the or pants, or girl or some color in the bags that she wants toto draw. draw. And there are also lots\ufffd lots lots of people near nearby nearby by the the girl girl girl,, woman, thewomanwomanwoman |\n| 10 | are painting and there are two people which has a bags and others are besides her and they are discussing* (um) how to draw the picture. And I think (uh) the advantage to join a park is that you can really near the picture you want to draw and it\u2019s in | are pant areantingting,,, there are two people which has a bag and others are besides her, I are disgusting how howing how how to draw the picture and And I think thethe thethe advantage to drawing the park is that you can really near thethe picture picture picture you want to draw and it's\ufffds in |\n| 11 | nature scenery\u2026 | nature,, |\n| 12 | Well, I see at least nine people in the picture, and I can see that {all} they are all young men, and they are probably professional soccer players, or a soccer team at school, since they are all wearing sports wears that look quite professional. And, the man at the back of the picture {is} has a funky look, while he has spiky haircut. | Well, I see at least nine people in the picture, and I can see that they\ufffd,and are all young men, and they are probably professional soccer players or or a soccer team at school, since they are all wearing sportswa that look quite professional. And the the man at the back of the picture hasas,, a funky look, while he has spiky haircut, |\n| 13 | And he\u2019s wearing a white short sleeved t-shirt and like he\u2019s wearing blue shirts and long socks which soccer players usually wear, and he\u2019s also wearing blue sneakers. He\u2019s trying to chase the yellow soccer ball. (um) I see many people wearing long soccer socks, which really impressed me, and they\u2019re all wearing like (um) red | and he's\ufffds wearing a white,-ved t-shirt and like he\u2019s wearing blue shirts and long socks, soccer players usually wear. and he\u2019s also wearing blue sneakers. He\u2019s trying to chase the yellow soccer ball. I I I I see many people wearing long soccer socks, which really impressed me, and they\u2019s all wearing like red red red red |\n| 14 | shorts or (eh) like green shirts with numbers on it. So they might be quite professional. And the weather looks good. At the back of the picture, I could see many trees too. And I could even see the MRT. (eh) Also, I see two buildings. And I\u2019m not really good at soccer, but I like watching soccer games. So I hope maybe | shirtsorts or like\ufffd like like green shirts with numbers on it, So, might be quite professional. And the weather looks good. At the back of the picture, I could see many trees,, And I could even see the MRT. Alsoa.Al, I see two buildings. And I'm\ufffdm not really good at soccer, but I like watching soccer games, So I hope maybe |\n| 15 | I can\u2026 | I can't |\n| 16 | I think this might be a room {up a} {up in a} up in the top building in the city because {the windows} [out] outside the windows there\u2019s a lot of colorful [buil] buildings and it\u2019s also really high up on the ground. The woman in the middle is playing her violin to the guests and lots of people are taking pictures of her. I think this is a good place to have a celebration because [really] {it is really} | I think this might be a room up up in top building inup the city building in a top building in a city because theup windows,,\ufffdof\ufffd the windows,'s\ufffds a lot of colorful buildings\ufffdild buildings buildings and it\u2019s also really high up the the ground. The woman in the middle is playing her violin to to the toto guests guests the guests,and lots lots lots of people are taking pictures of her. I think this is a good place to have a celebration because itit is becauseit it because\ufffd it\ufffd because is really because |\n| 17 | (um) it looks very comfortable and the food must taste really good. I think (um) the woman on the left is wearing a {red skirt} red dress and is wearing black heels. She\u2019s looking happily at the woman playing the violin while filming her on the phone. And then there is a waiter on the top right corner serving food to the guest that lives beside him. There is also a man | itit,, looks really comfortable, and the and, food mustthe and, the food must taste really good. I think the\ufffd,theis woman isis onisis theisis woman is woman on the left is wearing a red dress dress and and dress and is wearing black heel. She's\ufffds looking happily at the woman playing the violin while filming her on the phone. And then there is a waiter onon the onon top on the top right corner servings to the guest that that that that leads. him. Bes is also a man |\n| 18 | {with a} {with a white} [T sh] with a white shirt smiling happily. And behind the man, there is one guy on his iPad while another guy looks at him. {There is four} [pers] There's four people in total that\u2019s {looking at the violin} looking at the woman playing the violin, and they seem very satisfied with it. (Um) On the table, there are wines and different drinks for them. I don\u2019t see any | with with a white shirt,with white shirt,\ufffd\ufffd,\ufffd a white shirt smelling happily, And behind the men, therethere is,while one, is one guy on his iPad,while another looksanother guy looks another guy looks at him. There There is four people,\ufffd there\ufffd's four people in total that's\ufffds looking looking at the woman,, at the woman playing the violin, looking we seem very satisfied with it. On.s the table, there aress differentss them. I don't\ufffds\ufffd any |\n| 19 | food yet, so maybe\u2026 | food,, so maybe |\n", "eval_runtime": 3.3475, "eval_samples_per_second": 5.975, "eval_steps_per_second": 0.896, "eval_wer": 36.98010849909584, "step": 252 }, { "epoch": 14.055555555555555, "grad_norm": 0.0016355004627257586, "learning_rate": 0.0001486111111111111, "loss": 0.0001, "step": 253 }, { "epoch": 14.11111111111111, "grad_norm": 0.003660575021058321, "learning_rate": 0.00014722222222222223, "loss": 0.0001, "step": 254 }, { "epoch": 14.166666666666666, "grad_norm": 0.0013660533586516976, "learning_rate": 0.00014583333333333335, "loss": 0.0001, "step": 255 }, { "epoch": 14.222222222222221, "grad_norm": 0.0006397748365998268, "learning_rate": 0.00014444444444444444, "loss": 0.0001, "step": 256 }, { "epoch": 14.277777777777779, "grad_norm": 0.00293548172339797, "learning_rate": 0.00014305555555555556, "loss": 0.0001, "step": 257 }, { "epoch": 14.333333333333334, "grad_norm": 0.0010669679613783956, "learning_rate": 0.00014166666666666668, "loss": 0.0001, "step": 258 }, { "epoch": 14.38888888888889, "grad_norm": 0.0020673717372119427, "learning_rate": 0.00014027777777777777, "loss": 0.0002, "step": 259 }, { "epoch": 14.444444444444445, "grad_norm": 0.002342752180993557, "learning_rate": 0.0001388888888888889, "loss": 0.0001, "step": 260 }, { "epoch": 14.5, "grad_norm": 0.0009659805800765753, "learning_rate": 0.0001375, "loss": 0.0001, "step": 261 }, { "epoch": 14.555555555555555, "grad_norm": 0.0031546654645353556, "learning_rate": 0.0001361111111111111, "loss": 0.0001, "step": 262 }, { "epoch": 14.61111111111111, "grad_norm": 0.001042460324242711, "learning_rate": 0.00013472222222222222, "loss": 0.0001, "step": 263 }, { "epoch": 14.666666666666666, "grad_norm": 0.002184805693104863, "learning_rate": 0.00013333333333333334, "loss": 0.0001, "step": 264 }, { "epoch": 14.722222222222221, "grad_norm": 0.001413684687577188, "learning_rate": 0.00013194444444444446, "loss": 0.0001, "step": 265 }, { "epoch": 14.777777777777779, "grad_norm": 0.0019240842666476965, "learning_rate": 0.00013055555555555558, "loss": 0.0001, "step": 266 }, { "epoch": 14.833333333333334, "grad_norm": 0.0006438529235310853, "learning_rate": 0.00012916666666666667, "loss": 0.0001, "step": 267 }, { "epoch": 14.88888888888889, "grad_norm": 0.002543775364756584, "learning_rate": 0.00012777777777777776, "loss": 0.0001, "step": 268 }, { "epoch": 14.944444444444445, "grad_norm": 0.002093686256557703, "learning_rate": 0.00012638888888888888, "loss": 0.0001, "step": 269 }, { "epoch": 15.0, "grad_norm": 0.005425586365163326, "learning_rate": 0.000125, "loss": 0.0002, "step": 270 }, { "epoch": 15.0, "eval_cer": 25.27548209366391, "eval_loss": 3.7109744548797607, "eval_pred": "| i | Label | Prediction |\n| --- | --- | --- |\n| 0 | The people in the picture are playing soccer. I\u2019ve played soccer twice before in physical education class and I liked it. Well, mostly because I have really strong muscles in my legs from running, so I have a lot of advantages in soccer. If I was a parent, {I would} I would agree for my kid to play soccer. Mostly because playing a sport helps you stay healthy and fit and that\u2019s what ??? society thinks you should do. Stay fit and healthy. | The people in the picture are playing soccer. I've\ufffdve played soccer twice before in physical education class, I liked it. Well, mostly because I have really strong muscles in my legs from running, so I have a lot of advantages in soccer. If I was a parent, I I would agree for would agree for my kid to play soccer, Mostly because playing a sport helps you stay healthy and fit, that\u2019s what societysoci thinks you should do, Stay fit and healthy. |\n| 1 | And it\u2019s also good for your health too. You can have {lower} a lower risk of getting any diseases from body fat. Also, the people in this picture mostly are wearing jerseys and shorts. Some of them are wearing knee-high socks. And all of them are wearing sneakers. And the details in here. There are a lot of trees, which I really like. And really beautiful grass. And there are also two buildings in the background. | And it's\ufffds also good for your health,. You could have a a risk of lower risk of getting any diseases from body fat. Also, the people in this picture mostly are wearing jerseys and shorts. Some of them are wearing knee-high socks, And all of them are wearing sneakers. And the details in here, There are a lot of trees, which I really like, And they beautiful grass. And there are also two buildings in the background, |\n| 2 | Also a bridge. There is a silver car and there are multiple soccer balls which (um) means that they are probably practicing and not playing against each other. The [people] (um) Also there are benches in the background which also indicates that they ??? might be in a park instead of a soccer field. And there are | alsoso, bridge, There is a silver carver car andcar,, car, there are multiple soccer balls, meansme means means that they are probablypractably practicing practicing practicing and not playing against each other. Also people\ufffd also Also also also Also, are benches in the background which also indicates that they mightmmight bebebe be in a park instead of a soccer field. And there are |\n| 3 | some\u2026 | some... |\n| 4 | (um) I think people in the picture is playing soccer, if I\u2019m not wrong. Yes, (eN) they are playing soccer. And (um) did I? I did. When I was in elementary school, we had a PE class and (um) the teacher taught us how to play soccer before. But, honestly, I\u2019m very poor (um) at sports, so I\u2019m not really enjoy it. But I did see some people, like {my} some of my classmate, really do know how to play soccer. | II, I think people in the picture is playing soccer, if I'm\ufffdm not wrong. Yes, they, are theythey are playing soccer, And did\ufffd, Did.? I did. And I was in elementary school, we we had hada had athe aatheallawe toahow classahow,a\ufffd a class class, thea thet teacher taught us how to play soccer before. But honestly honestly, I\u2019m very poor atat sports,so sports,a so so sports, so I\u2019m not really enjoy it. But I did see some people, like some,st, of my classmatesmates really do know how to play soccer, |\n| 5 | I was like, oh my god, this is a very good, very, very (um) phenomenal cause (um) {it's like} {it\u2019s a} it\u2019s very hard for some the students in Taiwan to play soccer, so as I think it\u2019s quite cool. And if I am parents, well, (um) (um) because I\u2019m not really interested in this, so, (um) if they want to, of course, I would encourage them, but (um) if they doesn\u2019t like that, I won\u2019t force them to do it cause I think it\u2019s not really (um), it\u2019s alright. {It doesn\u2019t like} it\u2019s not | I I was, was like, oh my god, this is very very good, very, very phenomenalinal because because because it\ufffd,it to's very, toit's\ufffds like very to's\ufffds a hard to because see toit some toit so so some, students in Taiwan to play soccer, so I I think it's\ufffds quite quitell cool, cool. And if I'm parents, well, because,, because because because because I'm\ufffds not really interested in this, so if if,, if they\ufffd to, of course, I would encourage them, but ifit, but they\ufffd\u2019sl that, I I won I won't\ufffds force them to do it because,\ufffd it\u2019s not really,,t to\u2019s all, It,'s't\ufffds like,,\u2019s all really |\n| 6 | necessary and just like if they want, I will. And (um) if I have time, (um) so people and it\u2019s (um) only boys. Why? [ish] In the picture, they should have girls, but (um) in the picture, (um) the only boys in the pictures and (uN) they {separate} divided into two groups, is it? And all they\u2019re wearing this long socks is quite cool and (um) it\u2019s quite a beautiful place. It\u2019s a really beautiful place and (um) I think they enjoyed very | necessary, just like if they want, I will. And if if, If I have time. soum, so people and it's\ufffds onlyum, only boys, But? InIn? In the picture, they should have girls, but inum, the the pictures, theum, and only boys in the pictures and theyum ands divided separate into and into into into into two groups, is it? And all,\u2019s wearing this long socks, quite cool and itum and and's\ufffds quite cool beautiful place. It\u2019s quite really beautiful place and Ia and and think they enjoyed very |\n| 7 | much. It's quite\u2026 | much. It's quite |\n| 8 | (Um) I think the picture is taken (um) at a park* and it\u2019s a very bright sunny day. And (um) there are some people are in the park and they are painting. and there is a woman (uh) on the right of the picture. She\u2019s sitting on the chair and {she is} she has short hair and {wearing*} some, wearing dress. And she | II, I think the picture is taken at\ufffd at and a park, and it's\ufffds a very bright, day, And there there, there are some people are in the park and they are pant. And and there there there is a woman ona on on the right of the picture. She's\ufffds sitting on the chair and she she has she and has short hair and wearing somearing some andand wearing wearing some. And she |\n| 9 | is painting some trees and I really like the picture. It\u2019s beautiful. And there are a bags beside the woman. I think there\u2019s (uh) {the wore} the pants or some color in the bags that she wants to draw. And there are also (um) lots of people {near} nearby the {the girl} the woman | is painting some trees, I really like the picture. It's\ufffds beautiful. And there are bags bag beside a woman. I think there's\ufffds the the the the or pants, or girl or some color in the bags that she wants toto draw. draw. And there are also lots\ufffd lots lots of people near nearby nearby by the the girl girl girl,, woman,womanwomanwomanwoman |\n| 10 | are painting and there are two people which has a bags and others are besides her and they are discussing* (um) how to draw the picture. And I think (uh) the advantage to join a park is that you can really near the picture you want to draw and it\u2019s in | are pant areantingting,,, there are two people which has a bag and others are besides her, I are disgusting how howing how how to draw the picture and And I think thethe thethe advantage to drawing the park is that you can really near thethe picture picture picture you want to draw and it's\ufffds in |\n| 11 | nature scenery\u2026 | nature scenery? |\n| 12 | Well, I see at least nine people in the picture, and I can see that {all} they are all young men, and they are probably professional soccer players, or a soccer team at school, since they are all wearing sports wears that look quite professional. And, the man at the back of the picture {is} has a funky look, while he has spiky haircut. | Well, I see at least nine people in the picture, and I can see that they\ufffd,and are all young men, and they are probably professional soccer players or or a soccer team at school, since they are all wearing sportswa that look quite professional. And the the man at the back of the picture hasas,, a funky look, while he has spiky haircut, |\n| 13 | And he\u2019s wearing a white short sleeved t-shirt and like he\u2019s wearing blue shirts and long socks which soccer players usually wear, and he\u2019s also wearing blue sneakers. He\u2019s trying to chase the yellow soccer ball. (um) I see many people wearing long soccer socks, which really impressed me, and they\u2019re all wearing like (um) red | and he's\ufffds wearing a white,-ved t-shirt and like he\u2019s wearing blue shirts and long socks, soccer players usually wear. and he\u2019s also wearing blue sneakers. He\u2019s trying to chase the yellow soccer ball. I I I I see many people wearing long soccer socks, which really impressed me, and they\u2019s all wearing like red red red red |\n| 14 | shorts or (eh) like green shirts with numbers on it. So they might be quite professional. And the weather looks good. At the back of the picture, I could see many trees too. And I could even see the MRT. (eh) Also, I see two buildings. And I\u2019m not really good at soccer, but I like watching soccer games. So I hope maybe | shirtsorts or like\ufffd like like green shirts with numbers on it, So, might be quite professional. And the weather looks good. At the back of the picture, I could see many trees,, And I could even see the MRT. Alsoa.Al, I see two buildings. And I'm\ufffdm not really good at soccer, but I like watching soccer games, So I hope maybe |\n| 15 | I can\u2026 | I can't |\n| 16 | I think this might be a room {up a} {up in a} up in the top building in the city because {the windows} [out] outside the windows there\u2019s a lot of colorful [buil] buildings and it\u2019s also really high up on the ground. The woman in the middle is playing her violin to the guests and lots of people are taking pictures of her. I think this is a good place to have a celebration because [really] {it is really} | I think this might be a room up up in top building inup the city building in a top building in a city because theup windows,,\ufffdof\ufffd the windows,'s\ufffds a lot of colorful buildings\ufffdild buildings buildings and it\u2019s also really high up the the ground. The woman in the middle is playing her violin to to the toto guests guests the guests,and lots and lots of people are taking pictures of her. I think this is a good place to have a celebration because itit is becausebecause it because\ufffd it\ufffd because is really because |\n| 17 | (um) it looks very comfortable and the food must taste really good. I think (um) the woman on the left is wearing a {red skirt} red dress and is wearing black heels. She\u2019s looking happily at the woman playing the violin while filming her on the phone. And then there is a waiter on the top right corner serving food to the guest that lives beside him. There is also a man | itit,, looks really comfortable, and the and and food mustthe and, the food must taste really good. I think the\ufffd,theis woman isis on isis theisis woman is woman on the left is wearing a red dress dress and and dress and is wearing black heel. She's\ufffds looking happily at the woman playing the violin while filming her on the phone. And then there is a waiter onon the onon top on the top right corner servings to the guest that that that that leads. him. Bes is also a man |\n| 18 | {with a} {with a white} [T sh] with a white shirt smiling happily. And behind the man, there is one guy on his iPad while another guy looks at him. {There is four} [pers] There's four people in total that\u2019s {looking at the violin} looking at the woman playing the violin, and they seem very satisfied with it. (Um) On the table, there are wines and different drinks for them. I don\u2019t see any | with with a white shirt,with white shirt,\ufffd\ufffd,\ufffd a white shirt smelling happily, And behind the men, therethere is,while one, is one guy on his iPad,while another looksanother guy looks another guy looks at him. There, is four people,\ufffd there\ufffd's four people in total that's\ufffds looking looking at the woman,, at the woman playing the violin, looking we seem very satisfied with it. On.s the table, there aress differents for them. I don't\ufffds\ufffd any |\n| 19 | food yet, so maybe\u2026 | food,, so maybe |\n", "eval_runtime": 3.5532, "eval_samples_per_second": 5.629, "eval_steps_per_second": 0.844, "eval_wer": 36.98010849909584, "step": 270 }, { "epoch": 15.055555555555555, "grad_norm": 0.0021962993778288364, "learning_rate": 0.00012361111111111112, "loss": 0.0002, "step": 271 }, { "epoch": 15.11111111111111, "grad_norm": 0.0008123615989461541, "learning_rate": 0.00012222222222222221, "loss": 0.0001, "step": 272 }, { "epoch": 15.166666666666666, "grad_norm": 0.0015260269865393639, "learning_rate": 0.00012083333333333333, "loss": 0.0001, "step": 273 }, { "epoch": 15.222222222222221, "grad_norm": 0.000792554288636893, "learning_rate": 0.00011944444444444445, "loss": 0.0001, "step": 274 }, { "epoch": 15.277777777777779, "grad_norm": 0.002196741523221135, "learning_rate": 0.00011805555555555556, "loss": 0.0001, "step": 275 }, { "epoch": 15.333333333333334, "grad_norm": 0.001963300397619605, "learning_rate": 0.00011666666666666667, "loss": 0.0001, "step": 276 }, { "epoch": 15.38888888888889, "grad_norm": 0.001842370256781578, "learning_rate": 0.00011527777777777778, "loss": 0.0001, "step": 277 }, { "epoch": 15.444444444444445, "grad_norm": 0.0010109529830515385, "learning_rate": 0.00011388888888888889, "loss": 0.0001, "step": 278 }, { "epoch": 15.5, "grad_norm": 0.010159474797546864, "learning_rate": 0.00011250000000000001, "loss": 0.0001, "step": 279 }, { "epoch": 15.555555555555555, "grad_norm": 0.00229603867046535, "learning_rate": 0.0001111111111111111, "loss": 0.0001, "step": 280 }, { "epoch": 15.61111111111111, "grad_norm": 0.0009014702518470585, "learning_rate": 0.00010972222222222222, "loss": 0.0001, "step": 281 }, { "epoch": 15.666666666666666, "grad_norm": 0.0015098701696842909, "learning_rate": 0.00010833333333333334, "loss": 0.0001, "step": 282 }, { "epoch": 15.722222222222221, "grad_norm": 0.0009789912728592753, "learning_rate": 0.00010694444444444445, "loss": 0.0001, "step": 283 }, { "epoch": 15.777777777777779, "grad_norm": 0.0015233498997986317, "learning_rate": 0.00010555555555555555, "loss": 0.0001, "step": 284 }, { "epoch": 15.833333333333334, "grad_norm": 0.0010588961886242032, "learning_rate": 0.00010416666666666667, "loss": 0.0001, "step": 285 }, { "epoch": 15.88888888888889, "grad_norm": 0.001615082030184567, "learning_rate": 0.00010277777777777778, "loss": 0.0001, "step": 286 }, { "epoch": 15.944444444444445, "grad_norm": 0.0015758987283334136, "learning_rate": 0.00010138888888888889, "loss": 0.0001, "step": 287 }, { "epoch": 16.0, "grad_norm": 0.0013334049144759774, "learning_rate": 0.0001, "loss": 0.0001, "step": 288 }, { "epoch": 16.0, "eval_cer": 25.189393939393938, "eval_loss": 3.7138679027557373, "eval_pred": "| i | Label | Prediction |\n| --- | --- | --- |\n| 0 | The people in the picture are playing soccer. I\u2019ve played soccer twice before in physical education class and I liked it. Well, mostly because I have really strong muscles in my legs from running, so I have a lot of advantages in soccer. If I was a parent, {I would} I would agree for my kid to play soccer. Mostly because playing a sport helps you stay healthy and fit and that\u2019s what ??? society thinks you should do. Stay fit and healthy. | The people in the picture are playing soccer. I've\ufffdve played soccer twice before in physical education class, I liked it. Well, mostly because I have really strong muscles in my legs from running, so I have a lot of advantages in soccer. If I was a parent, I I would agree for would agree for my kid to play soccer, Mostly because playing a sport helps you stay healthy and fit, that\u2019s what societysoci thinks you should do, Stay fit and healthy. |\n| 1 | And it\u2019s also good for your health too. You can have {lower} a lower risk of getting any diseases from body fat. Also, the people in this picture mostly are wearing jerseys and shorts. Some of them are wearing knee-high socks. And all of them are wearing sneakers. And the details in here. There are a lot of trees, which I really like. And really beautiful grass. And there are also two buildings in the background. | And it's\ufffds also good for your health,. You could have a a risk of lower risk of getting any diseases from body fat. Also, the people in this picture mostly are wearing jerseys and shorts. Some of them are wearing knee-high socks, And all of them are wearing sneakers. And the details in here, There are a lot of trees, which I really like, And they beautiful grass. And there are also two buildings in the background, |\n| 2 | Also a bridge. There is a silver car and there are multiple soccer balls which (um) means that they are probably practicing and not playing against each other. The [people] (um) Also there are benches in the background which also indicates that they ??? might be in a park instead of a soccer field. And there are | alsoso, bridge, There is a silver carver car andcar,, car, there are multiple soccer balls, means\ufffd means means that they are probablypractably practicing practicing practicing and not playing against each other. Also people\ufffd also Also also also Also, are benches in the background which also indicates that they mightmmight bebebe be in a park instead of a soccer field. And there are |\n| 3 | some\u2026 | some... |\n| 4 | (um) I think people in the picture is playing soccer, if I\u2019m not wrong. Yes, (eN) they are playing soccer. And (um) did I? I did. When I was in elementary school, we had a PE class and (um) the teacher taught us how to play soccer before. But, honestly, I\u2019m very poor (um) at sports, so I\u2019m not really enjoy it. But I did see some people, like {my} some of my classmate, really do know how to play soccer. | II, I think people in the picture is playing soccer, if I'm\ufffdm not wrong. Yes, they, are theythey are playing soccer, And did I, Did.? I did. And I was in elementary school, we we had hada had athe aatheallawe toahow classawe,a\ufffd a class class, thea thet teacher taught us how to play soccer before. But honestly honestly, I\u2019m very poor atat sports,so sports,a so so sports, so I\u2019m not really enjoy it. But I did see some people, like some,,, of my classmatesmates really do know how to play soccer, |\n| 5 | I was like, oh my god, this is a very good, very, very (um) phenomenal cause (um) {it's like} {it\u2019s a} it\u2019s very hard for some the students in Taiwan to play soccer, so as I think it\u2019s quite cool. And if I am parents, well, (um) (um) because I\u2019m not really interested in this, so, (um) if they want to, of course, I would encourage them, but (um) if they doesn\u2019t like that, I won\u2019t force them to do it cause I think it\u2019s not really (um), it\u2019s alright. {It doesn\u2019t like} it\u2019s not | I I was, was like, oh my god, this is very very good, very, very phenomenalinal because because because it\ufffd,it to's very, toit's\ufffds like very to's\ufffds a hard to because see toit some toit so so some, students in Taiwan to play soccer, so I I think it's\ufffds quite quitell,, cool. And if I'm parents, well, because,, because because because because I'm\ufffds not really interested in this, so if if,, if they\ufffd to, of course, I would encourage them, but ifit, but they\ufffd't\ufffdsl that, I I won I won't\ufffds force them to do it because,\ufffd it\u2019s not really,,t to\u2019s all, It,'s't\ufffds like,,\u2019s all really |\n| 6 | necessary and just like if they want, I will. And (um) if I have time, (um) so people and it\u2019s (um) only boys. Why? [ish] In the picture, they should have girls, but (um) in the picture, (um) the only boys in the pictures and (uN) they {separate} divided into two groups, is it? And all they\u2019re wearing this long socks is quite cool and (um) it\u2019s quite a beautiful place. It\u2019s a really beautiful place and (um) I think they enjoyed very | necessary, just like if they want, I will. And if if, If I have time. soum, so people and it's\ufffds onlyum, only boys, In? InIn? In the picture, they should have girls, but inum, the the pictures, theum, and only boys in the pictures and theyum ands divided separate into and into into into into two groups, is it? And all,\u2019s wearing this long socks, quite cool and itum it and's\ufffds quite cool beautiful place. It\u2019s quite really beautiful place and Ia I and think they enjoyed very |\n| 7 | much. It's quite\u2026 | much. It's quite |\n| 8 | (Um) I think the picture is taken (um) at a park* and it\u2019s a very bright sunny day. And (um) there are some people are in the park and they are painting. and there is a woman (uh) on the right of the picture. She\u2019s sitting on the chair and {she is} she has short hair and {wearing*} some, wearing dress. And she | II, I think the picture is taken at\ufffd at and a park, and it's\ufffds a very bright, day, And there there, there are some people are in the park and they are pant. And and there there there is a woman ona on on the right of the picture. She's\ufffds sitting on the chair and she she has she and has short hair and wearing somearing some andand wearing wearing some. And she |\n| 9 | is painting some trees and I really like the picture. It\u2019s beautiful. And there are a bags beside the woman. I think there\u2019s (uh) {the wore} the pants or some color in the bags that she wants to draw. And there are also (um) lots of people {near} nearby the {the girl} the woman | is painting some trees, I really like the picture. It's\ufffds beautiful. And there are bags bag beside a woman. I think there's\ufffds the the the the or pants, or girl or some color in the bags that she wants toto draw. draw. And there are also lots\ufffd lots lots of people near nearby nearby by the the girl girl girl,, woman,womanwomanwomanwoman |\n| 10 | are painting and there are two people which has a bags and others are besides her and they are discussing* (um) how to draw the picture. And I think (uh) the advantage to join a park is that you can really near the picture you want to draw and it\u2019s in | are pantpantingting,,, there are two people which has a bag and others are besides her, I are disgusting how howing how how to draw the picture and And I think thethe thethe advantage to drawing the park is that you can really near thethe picture picture picture you want to draw and it's\ufffds in |\n| 11 | nature scenery\u2026 | nature,, |\n| 12 | Well, I see at least nine people in the picture, and I can see that {all} they are all young men, and they are probably professional soccer players, or a soccer team at school, since they are all wearing sports wears that look quite professional. And, the man at the back of the picture {is} has a funky look, while he has spiky haircut. | Well, I see at least nine people in the picture, and I can see that they\ufffd,and are all young men, and they are probably professional soccer players or or a soccer team at school, since they are all wearing sportswa that look quite professional. And the the man at the back of the picture hasas,, a funky look, while he has spiky haircut, |\n| 13 | And he\u2019s wearing a white short sleeved t-shirt and like he\u2019s wearing blue shirts and long socks which soccer players usually wear, and he\u2019s also wearing blue sneakers. He\u2019s trying to chase the yellow soccer ball. (um) I see many people wearing long soccer socks, which really impressed me, and they\u2019re all wearing like (um) red | and he's\ufffds wearing a white,-ved t-shirt and like he\u2019s wearing blue shirts and long socks, soccer players usually wear. and he\u2019s also wearing blue sneakers. He\u2019s trying to chase the yellow soccer ball. I I I I see many people wearing long soccer socks, which really impressed me, and they\u2019s all wearing like red red red red |\n| 14 | shorts or (eh) like green shirts with numbers on it. So they might be quite professional. And the weather looks good. At the back of the picture, I could see many trees too. And I could even see the MRT. (eh) Also, I see two buildings. And I\u2019m not really good at soccer, but I like watching soccer games. So I hope maybe | shirtsorts or like\ufffd like like green shirts with numbers on it, So, might be quite professional. And the weather looks good. At the back of the picture, I could see many trees,, And I could even see the MRT. Alsoa.Al, I see two buildings. And I'm\ufffdm not really good at soccer, but I like watching soccer games, So I hope maybe |\n| 15 | I can\u2026 | I can't |\n| 16 | I think this might be a room {up a} {up in a} up in the top building in the city because {the windows} [out] outside the windows there\u2019s a lot of colorful [buil] buildings and it\u2019s also really high up on the ground. The woman in the middle is playing her violin to the guests and lots of people are taking pictures of her. I think this is a good place to have a celebration because [really] {it is really} | I think this might be a room up up in top building inup the city building in a top building in a city because theup windows,,\ufffdof\ufffd the windows,'s\ufffds a lot of colorful buildings\ufffdild buildings buildings and it\u2019s also really high up the the ground. The woman in the middle is playing her violin to to the toto guests guests the guests,and lots lots lots of people are taking pictures of her. I think this is a good place to have a celebration because itit is becauseit it because\ufffd it\ufffd because is really because |\n| 17 | (um) it looks very comfortable and the food must taste really good. I think (um) the woman on the left is wearing a {red skirt} red dress and is wearing black heels. She\u2019s looking happily at the woman playing the violin while filming her on the phone. And then there is a waiter on the top right corner serving food to the guest that lives beside him. There is also a man | itit,, looks really comfortable, and the and, food mustthe,, the food must taste really good. I think the\ufffd,theis woman isis onisis theisis woman is woman on the left is wearing a red dress dress and and dress and is wearing black heel. She's\ufffds looking happily at the woman playing the violin while filming her on the phone. And then there is a waiter onon the onon top on the top right corner servings to the guest that that that that leads. him. Bes is also a man |\n| 18 | {with a} {with a white} [T sh] with a white shirt smiling happily. And behind the man, there is one guy on his iPad while another guy looks at him. {There is four} [pers] There's four people in total that\u2019s {looking at the violin} looking at the woman playing the violin, and they seem very satisfied with it. (Um) On the table, there are wines and different drinks for them. I don\u2019t see any | with with a white shirt,with white shirt,\ufffd\ufffd,\ufffd a white shirt smelling happily, And behind the men, therethere is,while one, is one guy on his iPad,while another looksanother guy looks another guy looks at him. There, is four people,\ufffd there\ufffd's four people in total that's\ufffds looking looking at the woman,, at the woman playing the violin, looking we seem very satisfied with it. On.s the table, there aress differents for them. I don't\ufffds\ufffd any |\n| 19 | food yet, so maybe\u2026 | food,, so maybe |\n", "eval_runtime": 3.4404, "eval_samples_per_second": 5.813, "eval_steps_per_second": 0.872, "eval_wer": 36.79927667269439, "step": 288 }, { "epoch": 16.055555555555557, "grad_norm": 0.001087823649868369, "learning_rate": 9.861111111111111e-05, "loss": 0.0001, "step": 289 }, { "epoch": 16.11111111111111, "grad_norm": 0.002866247436031699, "learning_rate": 9.722222222222223e-05, "loss": 0.0002, "step": 290 }, { "epoch": 16.166666666666668, "grad_norm": 0.0012004855088889599, "learning_rate": 9.583333333333334e-05, "loss": 0.0001, "step": 291 }, { "epoch": 16.22222222222222, "grad_norm": 0.0008321405621245503, "learning_rate": 9.444444444444444e-05, "loss": 0.0001, "step": 292 }, { "epoch": 16.27777777777778, "grad_norm": 0.001780436490662396, "learning_rate": 9.305555555555556e-05, "loss": 0.0001, "step": 293 }, { "epoch": 16.333333333333332, "grad_norm": 0.0006385482265613973, "learning_rate": 9.166666666666667e-05, "loss": 0.0001, "step": 294 }, { "epoch": 16.38888888888889, "grad_norm": 0.002590977819636464, "learning_rate": 9.027777777777777e-05, "loss": 0.0001, "step": 295 }, { "epoch": 16.444444444444443, "grad_norm": 0.0014538215473294258, "learning_rate": 8.888888888888889e-05, "loss": 0.0001, "step": 296 }, { "epoch": 16.5, "grad_norm": 0.0023867888376116753, "learning_rate": 8.75e-05, "loss": 0.0001, "step": 297 }, { "epoch": 16.555555555555557, "grad_norm": 0.001141058630309999, "learning_rate": 8.611111111111112e-05, "loss": 0.0001, "step": 298 }, { "epoch": 16.61111111111111, "grad_norm": 0.0018191764829680324, "learning_rate": 8.472222222222222e-05, "loss": 0.0001, "step": 299 }, { "epoch": 16.666666666666668, "grad_norm": 0.0013319477438926697, "learning_rate": 8.333333333333333e-05, "loss": 0.0001, "step": 300 }, { "epoch": 16.72222222222222, "grad_norm": 0.0008139213896356523, "learning_rate": 8.194444444444445e-05, "loss": 0.0001, "step": 301 }, { "epoch": 16.77777777777778, "grad_norm": 0.001988709904253483, "learning_rate": 8.055555555555556e-05, "loss": 0.0001, "step": 302 }, { "epoch": 16.833333333333332, "grad_norm": 0.0016835026908665895, "learning_rate": 7.916666666666666e-05, "loss": 0.0001, "step": 303 }, { "epoch": 16.88888888888889, "grad_norm": 0.0009739641682244837, "learning_rate": 7.777777777777778e-05, "loss": 0.0001, "step": 304 }, { "epoch": 16.944444444444443, "grad_norm": 0.0016487862449139357, "learning_rate": 7.63888888888889e-05, "loss": 0.0001, "step": 305 }, { "epoch": 17.0, "grad_norm": 0.0013038411270827055, "learning_rate": 7.5e-05, "loss": 0.0001, "step": 306 }, { "epoch": 17.0, "eval_cer": 25.172176308539946, "eval_loss": 3.7174596786499023, "eval_pred": "| i | Label | Prediction |\n| --- | --- | --- |\n| 0 | The people in the picture are playing soccer. I\u2019ve played soccer twice before in physical education class and I liked it. Well, mostly because I have really strong muscles in my legs from running, so I have a lot of advantages in soccer. If I was a parent, {I would} I would agree for my kid to play soccer. Mostly because playing a sport helps you stay healthy and fit and that\u2019s what ??? society thinks you should do. Stay fit and healthy. | The people in the picture are playing soccer. I've\ufffdve played soccer twice before in physical education class, I liked it. Well, mostly because I have really strong muscles in my legs from running, so I have a lot of advantages in soccer. If I was a parent, I I would agree for would agree for my kid to play soccer, Mostly because playing a sport helps you stay healthy and fit, that\u2019s what societysoci thinks you should do, Stay fit and healthy. |\n| 1 | And it\u2019s also good for your health too. You can have {lower} a lower risk of getting any diseases from body fat. Also, the people in this picture mostly are wearing jerseys and shorts. Some of them are wearing knee-high socks. And all of them are wearing sneakers. And the details in here. There are a lot of trees, which I really like. And really beautiful grass. And there are also two buildings in the background. | And it's\ufffds also good for your health,. You could have a a risk of lower risk of getting any diseases from body fat. Also, the people in this picture mostly are wearing jerseys and shorts. Some of them are wearing knee-high socks, And all of them are wearing sneakers. And the details in here, There are a lot of trees, which I really like, And they beautiful grass. And there are also two buildings in the background, |\n| 2 | Also a bridge. There is a silver car and there are multiple soccer balls which (um) means that they are probably practicing and not playing against each other. The [people] (um) Also there are benches in the background which also indicates that they ??? might be in a park instead of a soccer field. And there are | alsoso, bridge, There is a silver carver car andcar,, car, there are multiple soccer balls, means\ufffd means means that they are probablypractably practicing practicing practicing and not playing against each other. Also people\ufffd also Also also also Also, are benches in the background which also indicates that they mightmmight bebebe be in a park instead of a soccer field. And there are |\n| 3 | some\u2026 | some... |\n| 4 | (um) I think people in the picture is playing soccer, if I\u2019m not wrong. Yes, (eN) they are playing soccer. And (um) did I? I did. When I was in elementary school, we had a PE class and (um) the teacher taught us how to play soccer before. But, honestly, I\u2019m very poor (um) at sports, so I\u2019m not really enjoy it. But I did see some people, like {my} some of my classmate, really do know how to play soccer. | II, I think people in the picture is playing soccer, if I'm\ufffdm not wrong. Yes, they they are theythey are playing soccer, And did I, Did.? I did. And I was in elementary school, we we had hada had athe toatheallawe toahow classahow,a\ufffd a class class, thea thet teacher taught us how to play soccer before. But honestly honestly, I\u2019m very poor atat sports,so sports,a so so sports, so I\u2019m not really enjoy it. But I did see some people, like some,st, of my classmatesmates really do know how to play soccer, |\n| 5 | I was like, oh my god, this is a very good, very, very (um) phenomenal cause (um) {it's like} {it\u2019s a} it\u2019s very hard for some the students in Taiwan to play soccer, so as I think it\u2019s quite cool. And if I am parents, well, (um) (um) because I\u2019m not really interested in this, so, (um) if they want to, of course, I would encourage them, but (um) if they doesn\u2019t like that, I won\u2019t force them to do it cause I think it\u2019s not really (um), it\u2019s alright. {It doesn\u2019t like} it\u2019s not | I I was, was like, oh my god, this is very very good, very, very phenomenalinal because because because it\ufffd,it to's very, toit's\ufffds like very to's\ufffds a hard to because see toit some toit so so some, students in Taiwan to play soccer, so I I think it's\ufffds quite quiteit,, cool. And if I'm parents, well, because,, because because because because I'm\ufffds not really interested in this, so if if,, if they\ufffd to, of course, I would encourage them, but ifit, but they\ufffd't\ufffdsl that, I I won I won't\ufffds force them to do it because,\ufffd it\u2019s not really,,t to\u2019s all, It,'s't\ufffds like,,\u2019s all really |\n| 6 | necessary and just like if they want, I will. And (um) if I have time, (um) so people and it\u2019s (um) only boys. Why? [ish] In the picture, they should have girls, but (um) in the picture, (um) the only boys in the pictures and (uN) they {separate} divided into two groups, is it? And all they\u2019re wearing this long socks is quite cool and (um) it\u2019s quite a beautiful place. It\u2019s a really beautiful place and (um) I think they enjoyed very | necessary, just like if they want, I will. And if if, If I have time. soum, so people and it's\ufffds onlyum, only boys, But? InIn? In the picture, they should have girls, but inum, the the pictures, theum, and only boys in the pictures and theyum ands divided separate into and into into into into two groups, is it? And all,\u2019s wearing this long socks, quite cool and itumum and's\ufffds quite cool beautiful place. It\u2019s a really beautiful place and Ia I and think they enjoyed very |\n| 7 | much. It's quite\u2026 | much. It's quite |\n| 8 | (Um) I think the picture is taken (um) at a park* and it\u2019s a very bright sunny day. And (um) there are some people are in the park and they are painting. and there is a woman (uh) on the right of the picture. She\u2019s sitting on the chair and {she is} she has short hair and {wearing*} some, wearing dress. And she | II, I think the picture is taken at\ufffd at and a park, and it's\ufffds a very bright, day, And there there, there are some people are in the park and they are pant. And and there there there is a woman ona on on the right of the picture. She's\ufffds sitting on the chair and she she has she and has short hair and wearing somearing some andand wearing wearing some. And she |\n| 9 | is painting some trees and I really like the picture. It\u2019s beautiful. And there are a bags beside the woman. I think there\u2019s (uh) {the wore} the pants or some color in the bags that she wants to draw. And there are also (um) lots of people {near} nearby the {the girl} the woman | is painting some trees, I really like the picture. It's\ufffds beautiful. And there are bags bag beside a woman. I think there's\ufffds the the the the or pants, or girl or some color in the bags that she wants toto draw. draw. And there are also lots\ufffd lots lots of people near nearby nearby by the the girl girl girl,, woman,womanwomanwomanwoman |\n| 10 | are painting and there are two people which has a bags and others are besides her and they are discussing* (um) how to draw the picture. And I think (uh) the advantage to join a park is that you can really near the picture you want to draw and it\u2019s in | are pantpantingting,,, there are two people which has a bag and others are besides her, I are disgusting how howing how how to draw the picture and And I think thethe thethe advantage to drawing a park is that you can really near thethe picture picture picture you want to draw and it's\ufffds in |\n| 11 | nature scenery\u2026 | nature,? |\n| 12 | Well, I see at least nine people in the picture, and I can see that {all} they are all young men, and they are probably professional soccer players, or a soccer team at school, since they are all wearing sports wears that look quite professional. And, the man at the back of the picture {is} has a funky look, while he has spiky haircut. | Well, I see at least nine people in the picture, and I can see that they\ufffd,and are all young men, and they are probably professional soccer players or or a soccer team at school, since they are all wearing sportswa that look quite professional. And the the man at the back of the picture hasas,, a funky look, while he has spiky haircut, |\n| 13 | And he\u2019s wearing a white short sleeved t-shirt and like he\u2019s wearing blue shirts and long socks which soccer players usually wear, and he\u2019s also wearing blue sneakers. He\u2019s trying to chase the yellow soccer ball. (um) I see many people wearing long soccer socks, which really impressed me, and they\u2019re all wearing like (um) red | and he's\ufffds wearing a white,-ved t-shirt and like he\u2019s wearing blue shirts and long socks, soccer players usually wear. and he\u2019s also wearing blue sneakers. He\u2019s trying to chase the yellow soccer ball. I I I I see many people wearing long soccer socks, which really impressed me, and they\u2019s all wearing like red red red red |\n| 14 | shorts or (eh) like green shirts with numbers on it. So they might be quite professional. And the weather looks good. At the back of the picture, I could see many trees too. And I could even see the MRT. (eh) Also, I see two buildings. And I\u2019m not really good at soccer, but I like watching soccer games. So I hope maybe | shirtsorts or like\ufffd like like green shirts with numbers on it, So, might be quite professional. And the weather looks good. At the back of the picture, I could see many trees,, And I could even see the MRT. Alsoa.Al, I see two buildings. And I'm\ufffdm not really good at soccer, but I like watching soccer games, So I hope maybe |\n| 15 | I can\u2026 | I can't |\n| 16 | I think this might be a room {up a} {up in a} up in the top building in the city because {the windows} [out] outside the windows there\u2019s a lot of colorful [buil] buildings and it\u2019s also really high up on the ground. The woman in the middle is playing her violin to the guests and lots of people are taking pictures of her. I think this is a good place to have a celebration because [really] {it is really} | I think this might be a room up up in top building inup the city because in a top building in a city because theup windows,,\ufffd of\ufffd the windows,'s\ufffds a lot of colorful buildings\ufffdild buildings buildings and it\u2019s also really high up the the ground. The woman in the middle is playing her violin to to the toto guests guests the guests,and lots and lots of people are taking pictures of her. I think this is a good place to have a celebration because it it is becausebecause it because\ufffd it\ufffd because is really because |\n| 17 | (um) it looks very comfortable and the food must taste really good. I think (um) the woman on the left is wearing a {red skirt} red dress and is wearing black heels. She\u2019s looking happily at the woman playing the violin while filming her on the phone. And then there is a waiter on the top right corner serving food to the guest that lives beside him. There is also a man | itit,, looks really comfortable, and the and, food mustthe and, the food must taste really good. I think the\ufffd,theis woman isis on isis theisis woman is woman on the left is wearing a red dress dress and and dress and is wearing black heel. She's\ufffds looking happily at the woman playing the violin while filming her on the phone. And then there is a waiter onon the onon top on the top right corner servings to the guest that that that that leads. him. Bes is also a man |\n| 18 | {with a} {with a white} [T sh] with a white shirt smiling happily. And behind the man, there is one guy on his iPad while another guy looks at him. {There is four} [pers] There's four people in total that\u2019s {looking at the violin} looking at the woman playing the violin, and they seem very satisfied with it. (Um) On the table, there are wines and different drinks for them. I don\u2019t see any | with with a white shirt,with white shirt,\ufffd\ufffd,\ufffd a white shirt smelling happily, And behind the men, therethere is,while one, is one guy on his iPad,while another looksanother guy looks another guy looks at him. There, is four people,\ufffd there\ufffd's four people in total that's\ufffds looking looking at the woman,, at the woman playing the violin, looking we seem very satisfied with it. On.s the table, there aress differents for them. I don't\ufffds\ufffd any |\n| 19 | food yet, so maybe\u2026 | food,, so maybe |\n", "eval_runtime": 3.6179, "eval_samples_per_second": 5.528, "eval_steps_per_second": 0.829, "eval_wer": 36.708860759493675, "step": 306 }, { "epoch": 17.055555555555557, "grad_norm": 0.002382439561188221, "learning_rate": 7.361111111111111e-05, "loss": 0.0001, "step": 307 }, { "epoch": 17.11111111111111, "grad_norm": 0.001611241023056209, "learning_rate": 7.222222222222222e-05, "loss": 0.0001, "step": 308 }, { "epoch": 17.166666666666668, "grad_norm": 0.0012354287318885326, "learning_rate": 7.083333333333334e-05, "loss": 0.0001, "step": 309 }, { "epoch": 17.22222222222222, "grad_norm": 0.0014532814966514707, "learning_rate": 6.944444444444444e-05, "loss": 0.0001, "step": 310 }, { "epoch": 17.27777777777778, "grad_norm": 0.0014825740363448858, "learning_rate": 6.805555555555555e-05, "loss": 0.0001, "step": 311 }, { "epoch": 17.333333333333332, "grad_norm": 0.0011317708995193243, "learning_rate": 6.666666666666667e-05, "loss": 0.0001, "step": 312 }, { "epoch": 17.38888888888889, "grad_norm": 0.003936482593417168, "learning_rate": 6.527777777777779e-05, "loss": 0.0002, "step": 313 }, { "epoch": 17.444444444444443, "grad_norm": 0.0018923330353572965, "learning_rate": 6.388888888888888e-05, "loss": 0.0001, "step": 314 }, { "epoch": 17.5, "grad_norm": 0.0012149923713877797, "learning_rate": 6.25e-05, "loss": 0.0001, "step": 315 }, { "epoch": 17.555555555555557, "grad_norm": 0.0015381918055936694, "learning_rate": 6.111111111111111e-05, "loss": 0.0001, "step": 316 }, { "epoch": 17.61111111111111, "grad_norm": 0.0005735097802244127, "learning_rate": 5.972222222222223e-05, "loss": 0.0001, "step": 317 }, { "epoch": 17.666666666666668, "grad_norm": 0.0016312925145030022, "learning_rate": 5.833333333333333e-05, "loss": 0.0001, "step": 318 }, { "epoch": 17.72222222222222, "grad_norm": 0.001125511946156621, "learning_rate": 5.6944444444444445e-05, "loss": 0.0001, "step": 319 }, { "epoch": 17.77777777777778, "grad_norm": 0.0021392295602709055, "learning_rate": 5.555555555555555e-05, "loss": 0.0001, "step": 320 }, { "epoch": 17.833333333333332, "grad_norm": 0.0006771118496544659, "learning_rate": 5.416666666666667e-05, "loss": 0.0001, "step": 321 }, { "epoch": 17.88888888888889, "grad_norm": 0.0010101239895448089, "learning_rate": 5.277777777777778e-05, "loss": 0.0001, "step": 322 }, { "epoch": 17.944444444444443, "grad_norm": 0.0013003486674278975, "learning_rate": 5.138888888888889e-05, "loss": 0.0001, "step": 323 }, { "epoch": 18.0, "grad_norm": 0.0008497373200953007, "learning_rate": 5e-05, "loss": 0.0001, "step": 324 }, { "epoch": 18.0, "eval_cer": 25.344352617079892, "eval_loss": 3.7202441692352295, "eval_pred": "| i | Label | Prediction |\n| --- | --- | --- |\n| 0 | The people in the picture are playing soccer. I\u2019ve played soccer twice before in physical education class and I liked it. Well, mostly because I have really strong muscles in my legs from running, so I have a lot of advantages in soccer. If I was a parent, {I would} I would agree for my kid to play soccer. Mostly because playing a sport helps you stay healthy and fit and that\u2019s what ??? society thinks you should do. Stay fit and healthy. | The people in the picture are playing soccer. I've\ufffdve played soccer twice before in physical education class, I liked it. Well, mostly because I have really strong muscles in my legs from running, so I have a lot of advantages in soccer. If I was a parent, I I would agree for would agree for my kid to play soccer, Mostly because playing a sport helps you stay healthy and fit, that\u2019s what societysoci thinks you should do, Stay fit and healthy. |\n| 1 | And it\u2019s also good for your health too. You can have {lower} a lower risk of getting any diseases from body fat. Also, the people in this picture mostly are wearing jerseys and shorts. Some of them are wearing knee-high socks. And all of them are wearing sneakers. And the details in here. There are a lot of trees, which I really like. And really beautiful grass. And there are also two buildings in the background. | And it's\ufffds also good for your health,. You could have a a risk of lower risk of getting any diseases from body fat. Also, the people in this picture mostly are wearing jerseys and shorts. Some of them are wearing knee-high socks, And all of them are wearing sneakers. And the details in here, There are a lot of trees, which I really like, And they beautiful grass. And there are also two buildings in the background, |\n| 2 | Also a bridge. There is a silver car and there are multiple soccer balls which (um) means that they are probably practicing and not playing against each other. The [people] (um) Also there are benches in the background which also indicates that they ??? might be in a park instead of a soccer field. And there are | alsoso, bridge, There is a silver carver car andcar,, car, there are multiple soccer balls, means\ufffd means means that they are probablypractably practicing practicing practicing and not playing against each other. Also people\ufffd also Also also also Also, are benches in the background which also indicates that they mightmmight be bebe be in a park instead of a soccer field. And there are |\n| 3 | some\u2026 | some... |\n| 4 | (um) I think people in the picture is playing soccer, if I\u2019m not wrong. Yes, (eN) they are playing soccer. And (um) did I? I did. When I was in elementary school, we had a PE class and (um) the teacher taught us how to play soccer before. But, honestly, I\u2019m very poor (um) at sports, so I\u2019m not really enjoy it. But I did see some people, like {my} some of my classmate, really do know how to play soccer. | II, I think people in the picture is playing soccer, if I'm\ufffdm not wrong. Yes, they they are theythey are playing soccer, And did I, Did.? I did. And I was in elementary school, we we had hada had athe aatheallawe toahow classahow,a\ufffd a class class, thea thet teacher taught us how to play soccer before. But honestly honestly, I\u2019m very poor atat sports,so sports,a so so sports, so I\u2019m not really enjoy it. But I did see some people, like some,st, of my classmatesmates really do know how to play soccer, |\n| 5 | I was like, oh my god, this is a very good, very, very (um) phenomenal cause (um) {it's like} {it\u2019s a} it\u2019s very hard for some the students in Taiwan to play soccer, so as I think it\u2019s quite cool. And if I am parents, well, (um) (um) because I\u2019m not really interested in this, so, (um) if they want to, of course, I would encourage them, but (um) if they doesn\u2019t like that, I won\u2019t force them to do it cause I think it\u2019s not really (um), it\u2019s alright. {It doesn\u2019t like} it\u2019s not | I I was, was like, oh my god, this is very very good, very, very phenomenalinal because because because it\ufffd,it to's very, toit's\ufffds like very to's\ufffds a hard to because see toit some toit so so some, students in Taiwan to play soccer, so I I think it's\ufffds quite quitell cool, cool. And if I'm parents, well, because,, because because because because I'm\ufffds not really interested in this, so if if,, if they\ufffd to, of course, I would encourage them, but ifit but but they\ufffd't\ufffds like that, I I won I won't\ufffds force them to do it because,\ufffd it\u2019s not really,,t to\u2019s all, It,'s't\ufffds like,,\u2019s all really |\n| 6 | necessary and just like if they want, I will. And (um) if I have time, (um) so people and it\u2019s (um) only boys. Why? [ish] In the picture, they should have girls, but (um) in the picture, (um) the only boys in the pictures and (uN) they {separate} divided into two groups, is it? And all they\u2019re wearing this long socks is quite cool and (um) it\u2019s quite a beautiful place. It\u2019s a really beautiful place and (um) I think they enjoyed very | necessary, just like if they want, I will. And if if, If I have time. soum. so people and it's\ufffds onlyum, only boys, But? InIn? In the picture, they should have girls, but inum, the the pictures, theum, and only boys in the pictures and theyum ands divided separate into and into into into into two groups, is it? And all,\u2019s wearing this long socks, quite cool and itum it and's\ufffds quite cool beautiful place. It\u2019s quite really beautiful place and Ia I and think they enjoyed very |\n| 7 | much. It's quite\u2026 | much. It's quite |\n| 8 | (Um) I think the picture is taken (um) at a park* and it\u2019s a very bright sunny day. And (um) there are some people are in the park and they are painting. and there is a woman (uh) on the right of the picture. She\u2019s sitting on the chair and {she is} she has short hair and {wearing*} some, wearing dress. And she | II, I think the picture is taken at\ufffd at and a park, and it's\ufffds a very bright, day, And there there, there are some people are in the park and they are pant. And and there there there is a woman ona on on the right of the picture. She's\ufffds sitting on the chair and she she has she and has short hair and wearing somearing some andand wearing wearing some. And she |\n| 9 | is painting some trees and I really like the picture. It\u2019s beautiful. And there are a bags beside the woman. I think there\u2019s (uh) {the wore} the pants or some color in the bags that she wants to draw. And there are also (um) lots of people {near} nearby the {the girl} the woman | is painting some trees, I really like the picture. It's\ufffds beautiful. And there are bags bag beside a woman. I think there's\ufffds the the the the or pants, or girl or some color in the bags that she wants toto draw. draw. And there are also lots\ufffd lots lots of people near nearby nearby by the the girl girl girl,, woman,womanwomanwomanwoman |\n| 10 | are painting and there are two people which has a bags and others are besides her and they are discussing* (um) how to draw the picture. And I think (uh) the advantage to join a park is that you can really near the picture you want to draw and it\u2019s in | are pant areantingting,., there are two people which has a bag and others are besides her, I are disgusting how howing how how to draw the picture and And I think thethe thethe advantage to draw a park is that you can really near thethe picture picture picture you want to draw and it's\ufffds in |\n| 11 | nature scenery\u2026 | nature scenery? |\n| 12 | Well, I see at least nine people in the picture, and I can see that {all} they are all young men, and they are probably professional soccer players, or a soccer team at school, since they are all wearing sports wears that look quite professional. And, the man at the back of the picture {is} has a funky look, while he has spiky haircut. | Well, I see at least nine people in the picture, and I can see that they\ufffd,and are all young men, and they are probably professional soccer players or or a soccer team at school, since they are all wearing sportswa that look quite professional. And the the man at the back of the picture hasas,, a funky look, while he has spiky haircut, |\n| 13 | And he\u2019s wearing a white short sleeved t-shirt and like he\u2019s wearing blue shirts and long socks which soccer players usually wear, and he\u2019s also wearing blue sneakers. He\u2019s trying to chase the yellow soccer ball. (um) I see many people wearing long soccer socks, which really impressed me, and they\u2019re all wearing like (um) red | and he's\ufffds wearing a white,-ved t-shirt and like he\u2019s wearing blue shirts and long socks, soccer players usually wear. and he\u2019s also wearing blue sneakers. He\u2019s trying to chase the yellow soccer ball. I I I I see many people wearing long soccer socks, which really impressed me, and they\u2019s all wearing like red red red red |\n| 14 | shorts or (eh) like green shirts with numbers on it. So they might be quite professional. And the weather looks good. At the back of the picture, I could see many trees too. And I could even see the MRT. (eh) Also, I see two buildings. And I\u2019m not really good at soccer, but I like watching soccer games. So I hope maybe | shirtsorts or like\ufffd like like green shirts with numbers on it, So, might be quite professional. And the weather looks good. At the back of the picture, I could see many trees,, And I could even see the MRT. Alsoa.Al, I see two buildings. And I'm\ufffdm not really good at soccer, but I like watching soccer games, So I hope maybe |\n| 15 | I can\u2026 | I can't |\n| 16 | I think this might be a room {up a} {up in a} up in the top building in the city because {the windows} [out] outside the windows there\u2019s a lot of colorful [buil] buildings and it\u2019s also really high up on the ground. The woman in the middle is playing her violin to the guests and lots of people are taking pictures of her. I think this is a good place to have a celebration because [really] {it is really} | I think this might be a room up up in top building inup the city building in a top building in a city because theup windows,,\ufffdof\ufffd the windows,'s\ufffds a lot of colorful buildings\ufffdild buildings buildings and it\u2019s also really high up the the ground. The woman in the middle is playing her violin to to the toto guests guests the guests,and lots lots lots of people are taking pictures of her. I think this is a good place to have a celebration because itit is because because it because\ufffd it\ufffd because is really because |\n| 17 | (um) it looks very comfortable and the food must taste really good. I think (um) the woman on the left is wearing a {red skirt} red dress and is wearing black heels. She\u2019s looking happily at the woman playing the violin while filming her on the phone. And then there is a waiter on the top right corner serving food to the guest that lives beside him. There is also a man | itit,, looks really comfortable, and the and and food mustthe must, the food must taste really good. I think the\ufffd,theis woman isis on isis theisis woman is woman on the left is wearing a red dress dress and and dress and is wearing black heel. She's\ufffds looking happily at the woman playing the violin while filming her on the phone. And then there is a waiter onon the onon top on the top right corner servings to the guest that that that that leads. him. Bes is also a man |\n| 18 | {with a} {with a white} [T sh] with a white shirt smiling happily. And behind the man, there is one guy on his iPad while another guy looks at him. {There is four} [pers] There's four people in total that\u2019s {looking at the violin} looking at the woman playing the violin, and they seem very satisfied with it. (Um) On the table, there are wines and different drinks for them. I don\u2019t see any | with with a white shirt,with white shirt,\ufffd\ufffd,\ufffd a white shirt smelling happily, And behind the men, therethere is,while one, is one guy on his iPad,while another looksanother guy looks another guy looks at him. There, is four people,\ufffd there\ufffd's four people in total that's\ufffds looking looking at the woman,, at the woman playing the violin, looking we seem very satisfied with it. On.s the table, there aress differents for them. I don't\ufffds\ufffd any |\n| 19 | food yet, so maybe\u2026 | food,, so maybe |\n", "eval_runtime": 3.4213, "eval_samples_per_second": 5.846, "eval_steps_per_second": 0.877, "eval_wer": 36.98010849909584, "step": 324 }, { "epoch": 18.055555555555557, "grad_norm": 0.001799876568838954, "learning_rate": 4.8611111111111115e-05, "loss": 0.0001, "step": 325 }, { "epoch": 18.11111111111111, "grad_norm": 0.0020332701969891787, "learning_rate": 4.722222222222222e-05, "loss": 0.0001, "step": 326 }, { "epoch": 18.166666666666668, "grad_norm": 0.0008282604394480586, "learning_rate": 4.5833333333333334e-05, "loss": 0.0001, "step": 327 }, { "epoch": 18.22222222222222, "grad_norm": 0.0012667195405811071, "learning_rate": 4.4444444444444447e-05, "loss": 0.0001, "step": 328 }, { "epoch": 18.27777777777778, "grad_norm": 0.001543784630484879, "learning_rate": 4.305555555555556e-05, "loss": 0.0001, "step": 329 }, { "epoch": 18.333333333333332, "grad_norm": 0.0013283879961818457, "learning_rate": 4.1666666666666665e-05, "loss": 0.0001, "step": 330 }, { "epoch": 18.38888888888889, "grad_norm": 0.0011332122376188636, "learning_rate": 4.027777777777778e-05, "loss": 0.0001, "step": 331 }, { "epoch": 18.444444444444443, "grad_norm": 0.0007869941764511168, "learning_rate": 3.888888888888889e-05, "loss": 0.0001, "step": 332 }, { "epoch": 18.5, "grad_norm": 0.0015016313409432769, "learning_rate": 3.75e-05, "loss": 0.0001, "step": 333 }, { "epoch": 18.555555555555557, "grad_norm": 0.0009164725779555738, "learning_rate": 3.611111111111111e-05, "loss": 0.0001, "step": 334 }, { "epoch": 18.61111111111111, "grad_norm": 0.0023991880007088184, "learning_rate": 3.472222222222222e-05, "loss": 0.0001, "step": 335 }, { "epoch": 18.666666666666668, "grad_norm": 0.0012167628156021237, "learning_rate": 3.3333333333333335e-05, "loss": 0.0001, "step": 336 }, { "epoch": 18.72222222222222, "grad_norm": 0.0008301142370328307, "learning_rate": 3.194444444444444e-05, "loss": 0.0001, "step": 337 }, { "epoch": 18.77777777777778, "grad_norm": 0.0020340182818472385, "learning_rate": 3.0555555555555554e-05, "loss": 0.0001, "step": 338 }, { "epoch": 18.833333333333332, "grad_norm": 0.0022242614068090916, "learning_rate": 2.9166666666666666e-05, "loss": 0.0001, "step": 339 }, { "epoch": 18.88888888888889, "grad_norm": 0.0011143076699227095, "learning_rate": 2.7777777777777776e-05, "loss": 0.0001, "step": 340 }, { "epoch": 18.944444444444443, "grad_norm": 0.0013301048893481493, "learning_rate": 2.638888888888889e-05, "loss": 0.0001, "step": 341 }, { "epoch": 19.0, "grad_norm": 0.0010920566273853183, "learning_rate": 2.5e-05, "loss": 0.0001, "step": 342 }, { "epoch": 19.0, "eval_cer": 24.982782369146005, "eval_loss": 3.720991849899292, "eval_pred": "| i | Label | Prediction |\n| --- | --- | --- |\n| 0 | The people in the picture are playing soccer. I\u2019ve played soccer twice before in physical education class and I liked it. Well, mostly because I have really strong muscles in my legs from running, so I have a lot of advantages in soccer. If I was a parent, {I would} I would agree for my kid to play soccer. Mostly because playing a sport helps you stay healthy and fit and that\u2019s what ??? society thinks you should do. Stay fit and healthy. | The people in the picture are playing soccer. I've\ufffdve played soccer twice before in physical education class, I liked it. Well, mostly because I have really strong muscles in my legs from running, so I have a lot of advantages in soccer. If I was a parent, I I would agree for would agree for my kid to play soccer, Mostly because playing a sport helps you stay healthy and fit, that\u2019s what societysoci thinks you should do, Stay fit and healthy. |\n| 1 | And it\u2019s also good for your health too. You can have {lower} a lower risk of getting any diseases from body fat. Also, the people in this picture mostly are wearing jerseys and shorts. Some of them are wearing knee-high socks. And all of them are wearing sneakers. And the details in here. There are a lot of trees, which I really like. And really beautiful grass. And there are also two buildings in the background. | And it's\ufffds also good for your health,. You could have a a risk of lower risk of getting any diseases from body fat. Also, the people in this picture mostly are wearing jerseys and shorts. Some of them are wearing knee-high socks, And all of them are wearing sneakers. And the details in here, There are a lot of trees, which I really like, And they beautiful grass. And there are also two buildings in the background, |\n| 2 | Also a bridge. There is a silver car and there are multiple soccer balls which (um) means that they are probably practicing and not playing against each other. The [people] (um) Also there are benches in the background which also indicates that they ??? might be in a park instead of a soccer field. And there are | alsoso, bridge, There is a silver carver car andcar,, car, there are multiple soccer balls, means\ufffd means means that they are probablypractably practicing practicing practicing and not playing against each other. Also people\ufffd also Also also also Also, are benches in the background which also indicates that they mightmmight be bebe be in a park instead of a soccer field. And there are |\n| 3 | some\u2026 | some... |\n| 4 | (um) I think people in the picture is playing soccer, if I\u2019m not wrong. Yes, (eN) they are playing soccer. And (um) did I? I did. When I was in elementary school, we had a PE class and (um) the teacher taught us how to play soccer before. But, honestly, I\u2019m very poor (um) at sports, so I\u2019m not really enjoy it. But I did see some people, like {my} some of my classmate, really do know how to play soccer. | II, I think people in the picture is playing soccer, if I'm\ufffdm not wrong. Yes, they, are theythey are playing soccer, And did I, Did.? I did. And I was in elementary school, we we had hada had athe aatheallawe toahow classahow,a\ufffd a class class, thea thet teacher taught us how to play soccer before. But honestly honestly, I\u2019m very poor atat sports,so sports,a so so sports, so I\u2019m not really enjoy it. But I did see some people, like some,st, of my classmatesmates really do know how to play soccer, |\n| 5 | I was like, oh my god, this is a very good, very, very (um) phenomenal cause (um) {it's like} {it\u2019s a} it\u2019s very hard for some the students in Taiwan to play soccer, so as I think it\u2019s quite cool. And if I am parents, well, (um) (um) because I\u2019m not really interested in this, so, (um) if they want to, of course, I would encourage them, but (um) if they doesn\u2019t like that, I won\u2019t force them to do it cause I think it\u2019s not really (um), it\u2019s alright. {It doesn\u2019t like} it\u2019s not | I I was, was like, oh my god, this is very very good, very, very phenomenalinal because because because it\ufffd,it to's very, toit's\ufffds like very to's\ufffds a hard to because see toit some toit so so some, students in Taiwan to play soccer, so I I think it's\ufffds quite quitell,, cool. And if I'm parents, well, because,, because because because because I'm\ufffds not really interested in this, so if if,, if they\ufffd to, of course, I would encourage them, but ifit, but they\ufffd't\ufffds like that, I I won I won't\ufffds force them to do it because,\ufffd it\u2019s not really,,t to\u2019s all, It,'s't\ufffds like,,\u2019s all really |\n| 6 | necessary and just like if they want, I will. And (um) if I have time, (um) so people and it\u2019s (um) only boys. Why? [ish] In the picture, they should have girls, but (um) in the picture, (um) the only boys in the pictures and (uN) they {separate} divided into two groups, is it? And all they\u2019re wearing this long socks is quite cool and (um) it\u2019s quite a beautiful place. It\u2019s a really beautiful place and (um) I think they enjoyed very | necessary, just like if they want, I will. And if if, If I have time. soum, so people and it's\ufffds onlyum, only boys in In? InIn? In the picture, they should have girls, but inum, the the pictures, theum, and only boys in the pictures and theyum ands divided separate into and into into into into two groups, is it? And all,\u2019s wearing this long socks, quite cool and itumum and's\ufffds quite cool beautiful place. It\u2019s a really beautiful place and I and I and think they enjoyed very |\n| 7 | much. It's quite\u2026 | much. It's quite |\n| 8 | (Um) I think the picture is taken (um) at a park* and it\u2019s a very bright sunny day. And (um) there are some people are in the park and they are painting. and there is a woman (uh) on the right of the picture. She\u2019s sitting on the chair and {she is} she has short hair and {wearing*} some, wearing dress. And she | II, I think the picture is taken at\ufffd at and a park, and it's\ufffds a very bright, day, And there there, there are some people are in the park and they are pant. And and there there there is a woman ona on on the right of the picture. She's\ufffds sitting on the chair and she she has she and has short hair and wearing somearing some andand wearing wearing some. And she |\n| 9 | is painting some trees and I really like the picture. It\u2019s beautiful. And there are a bags beside the woman. I think there\u2019s (uh) {the wore} the pants or some color in the bags that she wants to draw. And there are also (um) lots of people {near} nearby the {the girl} the woman | is painting some trees, I really like the picture. It's\ufffds beautiful. And there are bags bag beside a woman. I think there's\ufffds the the the the or pants, or girl or some color in the bags that she wants toto draw. draw. And there are also lots\ufffd lots lots of people near nearby nearby by the the girl girl girl,, woman,womanwomanwomanwoman |\n| 10 | are painting and there are two people which has a bags and others are besides her and they are discussing* (um) how to draw the picture. And I think (uh) the advantage to join a park is that you can really near the picture you want to draw and it\u2019s in | are pant areantingting,,, there are two people which has a bag and others are besides her, I are disgusting how howing how how to draw the picture and And I think thethe thethe advantage to draw the park is that you can really near thethe picture picture picture you want to draw and it's\ufffds in |\n| 11 | nature scenery\u2026 | nature,? |\n| 12 | Well, I see at least nine people in the picture, and I can see that {all} they are all young men, and they are probably professional soccer players, or a soccer team at school, since they are all wearing sports wears that look quite professional. And, the man at the back of the picture {is} has a funky look, while he has spiky haircut. | Well, I see at least nine people in the picture, and I can see that they\ufffd,and are all young men, and they are probably professional soccer players or or a soccer team at school, since they are all wearing sportswa that look quite professional. And the the man at the back of the picture hasas,, a funky look, while he has spiky haircut, |\n| 13 | And he\u2019s wearing a white short sleeved t-shirt and like he\u2019s wearing blue shirts and long socks which soccer players usually wear, and he\u2019s also wearing blue sneakers. He\u2019s trying to chase the yellow soccer ball. (um) I see many people wearing long soccer socks, which really impressed me, and they\u2019re all wearing like (um) red | and he's\ufffds wearing a white,-ved t-shirt and like he\u2019s wearing blue shirts and long socks, soccer players usually wear. and he\u2019s also wearing blue sneakers. He\u2019s trying to chase the yellow soccer ball. I I I I see many people wearing long soccer socks, which really impressed me, and they\u2019s all wearing like red red red red |\n| 14 | shorts or (eh) like green shirts with numbers on it. So they might be quite professional. And the weather looks good. At the back of the picture, I could see many trees too. And I could even see the MRT. (eh) Also, I see two buildings. And I\u2019m not really good at soccer, but I like watching soccer games. So I hope maybe | shirtsorts or like\ufffd like like green shirts with numbers on it, So, might be quite professional. And the weather looks good. At the back of the picture, I could see many trees,, And I could even see the MRT. Alsoa.Al, I see two buildings. And I'm\ufffdm not really good at soccer, but I like watching soccer games, So I hope maybe |\n| 15 | I can\u2026 | I can't |\n| 16 | I think this might be a room {up a} {up in a} up in the top building in the city because {the windows} [out] outside the windows there\u2019s a lot of colorful [buil] buildings and it\u2019s also really high up on the ground. The woman in the middle is playing her violin to the guests and lots of people are taking pictures of her. I think this is a good place to have a celebration because [really] {it is really} | I think this might be a room up up in top building inup the city building in a top building in a city because theup windows,,\ufffd of\ufffd the windows,'s\ufffds a lot of colorful buildings\ufffdild buildings buildings and it\u2019s also really high up the the ground. The woman in the middle is playing her violin to to the toto guests guests the guests,and lots lots lots of people are taking pictures of her. I think this is a good place to have a celebration because itit is becauseit it because\ufffd it\ufffd because is really |\n| 17 | (um) it looks very comfortable and the food must taste really good. I think (um) the woman on the left is wearing a {red skirt} red dress and is wearing black heels. She\u2019s looking happily at the woman playing the violin while filming her on the phone. And then there is a waiter on the top right corner serving food to the guest that lives beside him. There is also a man | itit,, looks really comfortable, and the and, food mustthe and, the food must taste really good. I think the\ufffd,theis woman isis on isis theisis woman is woman on the left is wearing a red dress dress and and dress and is wearing black heel. She's\ufffds looking happily at the woman playing the violin while filming her on the phone. And then there is a waiter onon the onon top on the top right corner servings to the guest that that that that leads. him. Bes is also a man |\n| 18 | {with a} {with a white} [T sh] with a white shirt smiling happily. And behind the man, there is one guy on his iPad while another guy looks at him. {There is four} [pers] There's four people in total that\u2019s {looking at the violin} looking at the woman playing the violin, and they seem very satisfied with it. (Um) On the table, there are wines and different drinks for them. I don\u2019t see any | with with a white shirt,with white shirt,\ufffd\ufffd,\ufffd a white shirt smelling happily, And behind the men, therethere is,while one, is one guy on his iPad,while another looksanother guy looks another guy looks at him. There, is four people,\ufffd there\ufffd's four people in total that's\ufffds looking looking at the woman,, at the woman playing the violin, looking we seem very satisfied with it. On.s the table, there aress differents for them. I don't\ufffds\ufffd any |\n| 19 | food yet, so maybe\u2026 | food,, so maybe |\n", "eval_runtime": 3.4071, "eval_samples_per_second": 5.87, "eval_steps_per_second": 0.881, "eval_wer": 36.88969258589512, "step": 342 }, { "epoch": 19.055555555555557, "grad_norm": 0.0012940432643517852, "learning_rate": 2.361111111111111e-05, "loss": 0.0001, "step": 343 }, { "epoch": 19.11111111111111, "grad_norm": 0.0008559257257729769, "learning_rate": 2.2222222222222223e-05, "loss": 0.0001, "step": 344 }, { "epoch": 19.166666666666668, "grad_norm": 0.001720854896120727, "learning_rate": 2.0833333333333333e-05, "loss": 0.0001, "step": 345 }, { "epoch": 19.22222222222222, "grad_norm": 0.0015519461594522, "learning_rate": 1.9444444444444445e-05, "loss": 0.0001, "step": 346 }, { "epoch": 19.27777777777778, "grad_norm": 0.0017554506193846464, "learning_rate": 1.8055555555555555e-05, "loss": 0.0001, "step": 347 }, { "epoch": 19.333333333333332, "grad_norm": 0.0011502084089443088, "learning_rate": 1.6666666666666667e-05, "loss": 0.0001, "step": 348 }, { "epoch": 19.38888888888889, "grad_norm": 0.0024254065938293934, "learning_rate": 1.5277777777777777e-05, "loss": 0.0001, "step": 349 }, { "epoch": 19.444444444444443, "grad_norm": 0.0011428720317780972, "learning_rate": 1.3888888888888888e-05, "loss": 0.0001, "step": 350 }, { "epoch": 19.5, "grad_norm": 0.0016708743060007691, "learning_rate": 1.25e-05, "loss": 0.0001, "step": 351 }, { "epoch": 19.555555555555557, "grad_norm": 0.0010459779296070337, "learning_rate": 1.1111111111111112e-05, "loss": 0.0001, "step": 352 }, { "epoch": 19.61111111111111, "grad_norm": 0.0009923449251800776, "learning_rate": 9.722222222222223e-06, "loss": 0.0001, "step": 353 }, { "epoch": 19.666666666666668, "grad_norm": 0.001506442204117775, "learning_rate": 8.333333333333334e-06, "loss": 0.0001, "step": 354 }, { "epoch": 19.72222222222222, "grad_norm": 0.0013649266911670566, "learning_rate": 6.944444444444444e-06, "loss": 0.0001, "step": 355 }, { "epoch": 19.77777777777778, "grad_norm": 0.0010584692936390638, "learning_rate": 5.555555555555556e-06, "loss": 0.0001, "step": 356 }, { "epoch": 19.833333333333332, "grad_norm": 0.0014278048183768988, "learning_rate": 4.166666666666667e-06, "loss": 0.0001, "step": 357 }, { "epoch": 19.88888888888889, "grad_norm": 0.001800132798962295, "learning_rate": 2.777777777777778e-06, "loss": 0.0001, "step": 358 }, { "epoch": 19.944444444444443, "grad_norm": 0.0013041442725807428, "learning_rate": 1.388888888888889e-06, "loss": 0.0001, "step": 359 }, { "epoch": 20.0, "grad_norm": 0.005837676115334034, "learning_rate": 0.0, "loss": 0.0002, "step": 360 }, { "epoch": 20.0, "eval_cer": 25.0, "eval_loss": 3.719853162765503, "eval_pred": "| i | Label | Prediction |\n| --- | --- | --- |\n| 0 | The people in the picture are playing soccer. I\u2019ve played soccer twice before in physical education class and I liked it. Well, mostly because I have really strong muscles in my legs from running, so I have a lot of advantages in soccer. If I was a parent, {I would} I would agree for my kid to play soccer. Mostly because playing a sport helps you stay healthy and fit and that\u2019s what ??? society thinks you should do. Stay fit and healthy. | The people in the picture are playing soccer. I've\ufffdve played soccer twice before in physical education class, I liked it. Well, mostly because I have really strong muscles in my legs from running, so I have a lot of advantages in soccer. If I was a parent, I I would agree for would agree for my kid to play soccer, Mostly because playing a sport helps you stay healthy and fit, that\u2019s what societysoci thinks you should do, Stay fit and healthy. |\n| 1 | And it\u2019s also good for your health too. You can have {lower} a lower risk of getting any diseases from body fat. Also, the people in this picture mostly are wearing jerseys and shorts. Some of them are wearing knee-high socks. And all of them are wearing sneakers. And the details in here. There are a lot of trees, which I really like. And really beautiful grass. And there are also two buildings in the background. | And it's\ufffds also good for your health,. You could have a a risk of lower risk of getting any diseases from body fat. Also, the people in this picture mostly are wearing jerseys and shorts. Some of them are wearing knee-high socks, And all of them are wearing sneakers. And the details in here, There are a lot of trees, which I really like, And they beautiful grass. And there are also two buildings in the background, |\n| 2 | Also a bridge. There is a silver car and there are multiple soccer balls which (um) means that they are probably practicing and not playing against each other. The [people] (um) Also there are benches in the background which also indicates that they ??? might be in a park instead of a soccer field. And there are | alsoso, bridge, There is a silver carver car andcar,, car, there are multiple soccer balls, means\ufffd means means that they are probablypractably practicing practicing practicing and not playing against each other. Also people\ufffd also Also also also Also, are benches in the background which also indicates that they mightmmight be bebe be in a park instead of a soccer field. And there are |\n| 3 | some\u2026 | some... |\n| 4 | (um) I think people in the picture is playing soccer, if I\u2019m not wrong. Yes, (eN) they are playing soccer. And (um) did I? I did. When I was in elementary school, we had a PE class and (um) the teacher taught us how to play soccer before. But, honestly, I\u2019m very poor (um) at sports, so I\u2019m not really enjoy it. But I did see some people, like {my} some of my classmate, really do know how to play soccer. | II, I think people in the picture is playing soccer, if I'm\ufffdm not wrong. Yes, they they are theythey are playing soccer, And did I, Did.? I did. And I was in elementary school, we we had hada had athe toatheallawe toahow classawe,a\ufffd a class class, thea thet teacher taught us how to play soccer before. But honestly honestly, I\u2019m very poor atat sports,so sports,a so so sports, so I\u2019m not really enjoy it. But I did see some people, like some,st, of my classmatesmates really do know how to play soccer, |\n| 5 | I was like, oh my god, this is a very good, very, very (um) phenomenal cause (um) {it's like} {it\u2019s a} it\u2019s very hard for some the students in Taiwan to play soccer, so as I think it\u2019s quite cool. And if I am parents, well, (um) (um) because I\u2019m not really interested in this, so, (um) if they want to, of course, I would encourage them, but (um) if they doesn\u2019t like that, I won\u2019t force them to do it cause I think it\u2019s not really (um), it\u2019s alright. {It doesn\u2019t like} it\u2019s not | I I was, was like, oh my god, this is very very good, very, very phenomenalinal because because because it\ufffd,it to's very, toit's\ufffds like very to's\ufffds a hard to because see toit some toit so so some, students in Taiwan to play soccer, so I I think it's\ufffds quite quiteit,, cool. And if I'm parents, well, because,, because because because because I'm\ufffds not really interested in this, so if if,, if they\ufffd to, of course, I would encourage them, but ifit, but they\ufffd't\ufffds like that, I I won I won't\ufffds force them to do it because,\ufffd it\u2019s not really,,t it\u2019s all, It,'s't\ufffds like,,\u2019s all really |\n| 6 | necessary and just like if they want, I will. And (um) if I have time, (um) so people and it\u2019s (um) only boys. Why? [ish] In the picture, they should have girls, but (um) in the picture, (um) the only boys in the pictures and (uN) they {separate} divided into two groups, is it? And all they\u2019re wearing this long socks is quite cool and (um) it\u2019s quite a beautiful place. It\u2019s a really beautiful place and (um) I think they enjoyed very | necessary, just like if they want, I will. And if if, If I have time. soum, so people and it's\ufffds onlyum, only boys, But? InIn? In the picture, they should have girls, but inum, the the pictures, theum, and only boys in the pictures and theyum ands divided separate into and into into into into two groups, is it? And all,\u2019s wearing this long socks. quite cool and itumum and's\ufffds quite cool beautiful place. It\u2019s quite really beautiful place and Ia I and think they enjoyed very |\n| 7 | much. It's quite\u2026 | much. It's quite |\n| 8 | (Um) I think the picture is taken (um) at a park* and it\u2019s a very bright sunny day. And (um) there are some people are in the park and they are painting. and there is a woman (uh) on the right of the picture. She\u2019s sitting on the chair and {she is} she has short hair and {wearing*} some, wearing dress. And she | II, I think the picture is taken at\ufffd at and a park, and it's\ufffds a very bright, day, And there there, there are some people are in the park and they are pant. And and there there there is a woman ona on on the right of the picture. She's\ufffds sitting on the chair and she she has she and has short hair and wearing somearing some someand wearing wearing some. And she |\n| 9 | is painting some trees and I really like the picture. It\u2019s beautiful. And there are a bags beside the woman. I think there\u2019s (uh) {the wore} the pants or some color in the bags that she wants to draw. And there are also (um) lots of people {near} nearby the {the girl} the woman | is painting some trees, I really like the picture. It's\ufffds beautiful. And there are bags bag beside a woman. I think there's\ufffds the the the the or pants, or girl or some color in the bags that she wants toto draw. draw. And there are also lots\ufffd lots lots of people near nearby nearby by the the girl girl girl,, woman,womanwomanwomanwoman |\n| 10 | are painting and there are two people which has a bags and others are besides her and they are discussing* (um) how to draw the picture. And I think (uh) the advantage to join a park is that you can really near the picture you want to draw and it\u2019s in | are pantpantingting,,, there are two people which has a bag and others are besides her, I are disgusting how howing how how to draw the picture and And I think thethe thethe advantage to drawing the park is that you can really near thethe picture picture picture you want to draw and it's\ufffds in |\n| 11 | nature scenery\u2026 | nature scenery, |\n| 12 | Well, I see at least nine people in the picture, and I can see that {all} they are all young men, and they are probably professional soccer players, or a soccer team at school, since they are all wearing sports wears that look quite professional. And, the man at the back of the picture {is} has a funky look, while he has spiky haircut. | Well, I see at least nine people in the picture, and I can see that they\ufffd,and are all young men, and they are probably professional soccer players or or a soccer team at school, since they are all wearing sportswa that look quite professional. And the the man at the back of the picture hasas,, a funky look, while he has spiky haircut, |\n| 13 | And he\u2019s wearing a white short sleeved t-shirt and like he\u2019s wearing blue shirts and long socks which soccer players usually wear, and he\u2019s also wearing blue sneakers. He\u2019s trying to chase the yellow soccer ball. (um) I see many people wearing long soccer socks, which really impressed me, and they\u2019re all wearing like (um) red | and he's\ufffds wearing a white,-ved t-shirt and like he\u2019s wearing blue shirts and long socks, soccer players usually wear. and he\u2019s also wearing blue sneakers. He\u2019s trying to chase the yellow soccer ball. I I I I see many people wearing long soccer socks, which really impressed me, and they\u2019s all wearing like red red red red |\n| 14 | shorts or (eh) like green shirts with numbers on it. So they might be quite professional. And the weather looks good. At the back of the picture, I could see many trees too. And I could even see the MRT. (eh) Also, I see two buildings. And I\u2019m not really good at soccer, but I like watching soccer games. So I hope maybe | shirtsorts or like\ufffd like like green shirts with numbers on it, So, might be quite professional. And the weather looks good. At the back of the picture, I could see many trees,, And I could even see the MRT. Alsoa.Al, I see two buildings. And I'm\ufffdm not really good at soccer, but I like watching soccer games, So I hope maybe |\n| 15 | I can\u2026 | I can't |\n| 16 | I think this might be a room {up a} {up in a} up in the top building in the city because {the windows} [out] outside the windows there\u2019s a lot of colorful [buil] buildings and it\u2019s also really high up on the ground. The woman in the middle is playing her violin to the guests and lots of people are taking pictures of her. I think this is a good place to have a celebration because [really] {it is really} | I think this might be a room up up in top building inup the city building in a top building in a city because the, windows,,\ufffdof\ufffd the windows,'s\ufffds a lot of colorful buildings\ufffdild buildings buildings and it\u2019s also really high up the the ground. The woman in the middle is playing her violin to to the toto guests guests the guests,and lots lots lots of people are taking pictures of her. I think this is a good place to have a celebration because itit is becausebecause it because\ufffd it\ufffd because is really |\n| 17 | (um) it looks very comfortable and the food must taste really good. I think (um) the woman on the left is wearing a {red skirt} red dress and is wearing black heels. She\u2019s looking happily at the woman playing the violin while filming her on the phone. And then there is a waiter on the top right corner serving food to the guest that lives beside him. There is also a man | itit,, looks really comfortable, and the and, food mustthe and is the food must taste really good. I think the\ufffd,theis woman isis on isis theisis woman is woman on the left is wearing a red dress dress and and dress and is wearing black heel. She's\ufffds looking happily at the woman playing the violin while filming her on the phone. And then there is a waiter onon the onon top on the top right corner serving to to the guest that that that that leads. him. Bes is also a man |\n| 18 | {with a} {with a white} [T sh] with a white shirt smiling happily. And behind the man, there is one guy on his iPad while another guy looks at him. {There is four} [pers] There's four people in total that\u2019s {looking at the violin} looking at the woman playing the violin, and they seem very satisfied with it. (Um) On the table, there are wines and different drinks for them. I don\u2019t see any | with with a white shirt,with white shirt,\ufffd\ufffd,\ufffd a white shirt smelling happily, And behind the men, therethere is,while one, is one guy on his iPad,while another looksanother guy looks another guy looks at him. There, is four people,\ufffd there\ufffd's four people in total that's\ufffds looking looking at the woman,, at the woman playing the violin, looking we seem very satisfied with it. On.s the table, there aress differents for them. I don't\ufffds\ufffd any |\n| 19 | food yet, so maybe\u2026 | food,, so maybe |\n", "eval_runtime": 3.515, "eval_samples_per_second": 5.69, "eval_steps_per_second": 0.853, "eval_wer": 36.52802893309223, "step": 360 } ], "logging_steps": 1, "max_steps": 360, "num_input_tokens_seen": 0, "num_train_epochs": 20, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 2.476773605376e+18, "train_batch_size": 4, "trial_name": null, "trial_params": null }