model update

config.json

@@ -1,5 +1,5 @@
 {
-  "_name_or_path": "t5_large_subjqa_grocery/best_model",
+  "_name_or_path": "lmqg_output/qg_subjqa/t5_large_subjqa_grocery/model_nxaqhy/epoch_1",
   "add_prefix": true,
   "architectures": [
     "T5ForConditionalGeneration"

eval/metric.first.answer.paragraph_answer.question.asahi417_qg_subjqa.grocery.json

@@ -0,0 +1 @@
+{"validation": {"Bleu_1": 0.16329284750315345, "Bleu_2": 0.09583956736149235, "Bleu_3": 0.04922657889940035, "Bleu_4": 0.027166814184373167, "METEOR": 0.21774357771632027, "ROUGE_L": 0.20613458672925813, "BERTScore": 0.9137729046368362, "MoverScore": 0.6309557758168847}, "test": {"Bleu_1": 0.14037037037031838, "Bleu_2": 0.07737804449162239, "Bleu_3": 0.029108874953729397, "Bleu_4": 0.011208030931727023, "METEOR": 0.2065480016323515, "ROUGE_L": 0.1737112115517142, "BERTScore": 0.9135195163120381, "MoverScore": 0.6335663471537253}}

eval/metric.first.sentence.paragraph_answer.question.asahi417_qg_subjqa.grocery.json

@@ -0,0 +1 @@
+{"validation": {"Bleu_1": 0.16329284750315345, "Bleu_2": 0.09583956736149235, "Bleu_3": 0.04922657889940035, "Bleu_4": 0.027166814184373167, "METEOR": 0.21774357771632027, "ROUGE_L": 0.20613458672925813, "BERTScore": 0.9137729081777063, "MoverScore": 0.6309557758168847}, "test": {"Bleu_1": 0.14130026305894727, "Bleu_2": 0.07782988881015242, "Bleu_3": 0.029379250123023587, "Bleu_4": 0.011335292363312374, "METEOR": 0.20641848238590096, "ROUGE_L": 0.1740279794913675, "BERTScore": 0.9139250615437825, "MoverScore": 0.6341318883185333}}

eval/metric.last.sentence.paragraph_answer.question.asahi417_qg_subjqa.grocery.json

@@ -0,0 +1 @@
+{"validation": {"Bleu_1": 0.16329284750315345, "Bleu_2": 0.09583956736149235, "Bleu_3": 0.04922657889940035, "Bleu_4": 0.027166814184373167, "METEOR": 0.21774357771632027, "ROUGE_L": 0.20613458672925813, "BERTScore": 0.9137729087678512, "MoverScore": 0.6309557758168847}, "test": {"Bleu_1": 0.14044310927520073, "Bleu_2": 0.0771628171434546, "Bleu_3": 0.02920095504022263, "Bleu_4": 0.011279989823823656, "METEOR": 0.20575531926549714, "ROUGE_L": 0.17289839990206465, "BERTScore": 0.9136376428604126, "MoverScore": 0.6329940094935761}}

eval/metric.long.sentence.paragraph_answer.question.asahi417_qg_subjqa.grocery.json

@@ -0,0 +1 @@
+{"validation": {"Bleu_1": 0.16329284750315345, "Bleu_2": 0.09583956736149235, "Bleu_3": 0.04922657889940035, "Bleu_4": 0.027166814184373167, "METEOR": 0.21774357771632027, "ROUGE_L": 0.20613458672925813, "BERTScore": 0.9137729111284313, "MoverScore": 0.6309557758168847}, "test": {"Bleu_1": 0.14039039039033768, "Bleu_2": 0.07713147945924684, "Bleu_3": 0.02918796335163793, "Bleu_4": 0.011274393518572066, "METEOR": 0.20580536228171553, "ROUGE_L": 0.17281856189533282, "BERTScore": 0.9136343458493551, "MoverScore": 0.6330315720928208}}

eval/metric.middle.sentence.paragraph_answer.question.asahi417_qg_subjqa.grocery.json

@@ -0,0 +1 @@
+{"validation": {"Bleu_1": 0.16329284750315345, "Bleu_2": 0.09583956736149235, "Bleu_3": 0.04922657889940035, "Bleu_4": 0.027166814184373167, "METEOR": 0.21774357771632027, "ROUGE_L": 0.20613458672925813, "BERTScore": 0.9137729123087213, "MoverScore": 0.6309557758168847}, "test": {"Bleu_1": 0.14039039039033768, "Bleu_2": 0.07713147945924684, "Bleu_3": 0.02918796335163793, "Bleu_4": 0.011274393518572066, "METEOR": 0.20580536228171553, "ROUGE_L": 0.17281856189533282, "BERTScore": 0.9136343283653259, "MoverScore": 0.6330315720928208}}

eval/metric.short.sentence.paragraph_answer.question.asahi417_qg_subjqa.grocery.json

@@ -0,0 +1 @@
+{"validation": {"Bleu_1": 0.16329284750315345, "Bleu_2": 0.09583956736149235, "Bleu_3": 0.04922657889940035, "Bleu_4": 0.027166814184373167, "METEOR": 0.21774357771632027, "ROUGE_L": 0.20613458672925813, "BERTScore": 0.9137729052269813, "MoverScore": 0.6309557758168847}, "test": {"Bleu_1": 0.14135338345859347, "Bleu_2": 0.07786154906172564, "Bleu_3": 0.029392344761583266, "Bleu_4": 0.011340927650797786, "METEOR": 0.2063686265348005, "ROUGE_L": 0.17410781749809937, "BERTScore": 0.9139283547401428, "MoverScore": 0.6340943257192886}}

eval/samples.test.hyp.paragraph_answer.question.asahi417_qg_subjqa.grocery.txt

@@ -0,0 +1,379 @@
+How are the chips?
+Who eats it?
+How is the aroma?
+How big is the recipe booklet?
+How was the snack?
+What is the benefit of drinking Pu'erh tea?
+How is the flavor?
+What is good about the tea?
+How was the flavor?
+How is coconut oil?
+How would a chocolate lover rate these cookies?
+How is the flavor?
+How is the taste?
+How are almonds usually coated?
+What flavors did I try?
+How is the taste?
+What surprised me about the Quaker Soft Baked Cookies?
+How are the chips?
+How were the cookies?
+How is the flavor?
+How was the texture?
+What did I think of Stauffer's gingersnaps?
+What is the flavor of this tea?
+How much vanilla is in the tea?
+What is the ultimate experience with oatmeal cookies?
+What is one of the things I love about coffee?
+How is the aroma?
+How is the filling?
+How is the flavor?
+What are the little cups that you use for the tea machines?
+How was the flavor?
+What is Hollywood Safflower Oil good for?
+What are the Fruit Thins perfect for?
+How is the flavor?
+How is the price?
+What does the taste of the IZZE sparkling apple remind me of?
+How is the taste?
+How was the flavor?
+How was the flavor?
+What is this product made of?
+How is the texture without the nuts?
+How strong is the coffee?
+What type of aroma does the tea have?
+What mug do I usually use to drink lipton black tea?
+How is the flavor?
+What would be better?
+Why did I not like the taste of the Ritz Crackerful Multigrain crackers?
+How is the coffee?
+How is the flavor?
+What did I like about the drink?
+How is the sauce?
+What is the aroma of Lipton Herbal Pyramid Tea Blackberry Vanilla?
+How is the taste?
+How is the tea?
+Does bacon need chocolate?
+How is the ranch flavor?
+What are Numi Teas?
+How is the Lipton To Go Stix Iced Green Tea Mix?
+What do you get if you want more crunch?
+How are the oils?
+What did Taco Bell discontinue?
+How was the curry?
+How is the coffee?
+How is the flavor?
+How is the popcorn?
+What is a possible allergen in the product?
+How is the tea?
+How is coconut oil used?
+How is the flavor?
+What are the Fruit Thins a great alternative to?
+How is the flavor?
+Why do I recommend this green tea?
+What is the flavor of the tea?
+How were the cookies?
+How is the taste?
+How is the taste?
+How is the flavor?
+How is the flavor of ginger?
+How were the cookies?
+How is the flavor?
+How is the flavor?
+How was the flavor?
+How were the cookies?
+Why are Kettle Brand chips healthier than other brands?
+How many tea bags are in the package?
+How does Viva Labs' coconut oil taste?
+What is a good snack to pair with Darjeeling?
+Why did I not reorder this tea?
+How are the cookies?
+How is the flavor?
+How is the flavor?
+How is the licorice?
+How is the flavor?
+How is the taste?
+What is the name of the snack?
+How convenient is the pack?
+How were the cookies?
+How does the coffee taste?
+How was the flavor?
+How is the taste?
+What type of cookies are you a big fan of?
+What type of tea is Numi's Organic Savory Tea?
+How much fiber is in the bar?
+How does the taste compare to other teas?
+What did the coffee taste like?
+How is the cookie?
+What did the orange tangerine taste like?
+How is the flavor?
+How is the tea?
+Why have I been wanting to try rendang?
+When did I taste the cherries?
+How is the taste?
+How are the cookies?
+How is the taste of the Bigelow Green Tea?
+How is the tea?
+How is the tea?
+How was the price?
+How is the flavor?
+Are you a juice drinker?
+How are the ingredients?
+What did my wife think of the sauce?
+How much sugar is in the drink?
+How was the flavor?
+What do I know about these chips?
+How were the cookies?
+How is the flavor?
+What is the problem with combining all three flavors?
+When would you add the sugar and cream to tea?
+Would I buy this product again?
+How does coconut oil feel on the skin?
+Why did I decide to give the pods a try?
+What is the name of the blackberry vanilla tea?
+How is the taste?
+What is the flavor?
+What is the verdict on the caffeinated water?
+How is Vitamin Squeeze Energy Drink?
+Why was I excited to try the Newman's Own Dark Chocolate bar?
+How is the tea?
+What did my family think of the meal?
+How is the taste?
+How is the tea?
+Why did I not like the taste?
+What are the advantages of a liquid water flavoring?
+Why wouldn't I buy Newman's Own?
+Is this coffee overpriced?
+How does the taste compare to potato chips?
+How did I feel about the tea?
+What was I excited to do?
+What kind of flavor does the Blackberry Vanilla Caffeine Free Herbal Tea have?
+What was the first thing I used the product on?
+Is tea a beverage for you?
+What is hard to find in my area?
+Why did I want to try the Higgins and Burk Chai?
+Is this tea perfect as an iced tea?
+How is the tea by itself?
+What type of tea does this mix work well with?
+How are the chips?
+What can I say about these cookies?
+How does the pyramid shape of the tea bag affect the flavor of the tea?
+How many teabags have I used?
+How does the tea smell?
+How is Illy's coffee drink?
+How was the popcorn?
+What is Vitamin Squeeze Energy drink?
+How is the chocolate?
+Does the sauce add flavor and sweetness to food?
+How do you rate a food product?
+What is my favorite tea?
+How was the taste?
+Is this tea good?
+What was the first impression of the ginger pu'erh tea?
+What is my reaction to the taste of pu'erh when honey and milk are added?
+How is the candy?
+What is the Celiac Disease Foundation?
+What is the mission of Numi Tea?
+How is each lipton flavor?
+How much cocoa solids is in this chocolate?
+What is the verdict on the Baby Gourmet Organic baby food?
+How does the taste compare to the Lara bars?
+How is the flavor?
+How many energy drinks are there?
+What is the crunch of the chips?
+How is the cereal?
+How is the taste?
+How did I feel about the peppermint filling?
+What is the flavor of the Blackberry Vanilla Caffeine Free Herbal Tea?
+How has green tea helped with my allergies?
+How is the coffee?
+What is the best thing about this coffee?
+How is the flavor?
+How was the coconut flavor?
+How are the flavors?
+What type of aroma does the tea have?
+How are the cookies?
+What did I learn about teas?
+How do I get my teenager to drink water?
+Why did I want to try this tea?
+How is the tea?
+How is the white chocolate inside?
+How is the sauce?
+Why do I care if it is just juice concentrate, reconstituted with carbonated water instead of plain water?
+How is this tea?
+How was the flavor?
+What do I do when there is a bowl of cashews at a party?
+How did the aroma of the coffee smell?
+How are the chips?
+What is the name of the raw fruit and nut bar?
+How was the flavor?
+How is the taste?
+How were the flavors?
+How is the tea?
+How is it different from a soup?
+What is my new favorite tea?
+How is the granola?
+What is not great about the flavor?
+How is this tea compared to other teas?
+How is the flavor?
+How does Viva Labs #1 Organic Extra Virgin Coconut Oil compare to other brands?
+How is the drink?
+Why did I want to try this coffee?
+How is the flavor?
+How was the flavor?
+How are the cookies?
+How is the flavor?
+How is the chocolate flavor?
+What are the benefits of the organic apple clusters?
+What is the chemical taste like?
+How is the flavor?
+How was the bread?
+How is the flavor?
+Is this tea good in the morning?
+What type of tea do I drink?
+How is the candy?
+What type of tea is Emperor's Puerh?
+Does my husband like the taste of stevia?
+How is the flavor?
+How is the taste?
+How is the flavor?
+What is a great alternative to soft drinks?
+How is Numi's cardamom Pu'erh tea?
+What are Popchips?
+How is the cookie?
+What is the flavor of the sauce?
+How did I feel about the bar?
+How did my skin feel at the end of the test?
+How is the granola?
+How was the peppermint flavor?
+How is the vanilla flavor?
+How were the cookies?
+What does Kind's granola taste like?
+Is it more or less acceptable to drink tea at the office?
+What is the flavor of good pu'erh tea?
+What is the name of the new flavored coffee from Gevalia?
+What type of tea do I like?
+How are the cookies?
+How is the tea?
+What did I think of the taste?
+How is the flavor?
+How is the aroma?
+How do you know if the cookies are homemade or store-bought?
+How is the flavor?
+How is the flavor?
+How is the cereal?
+Why did I want to try the sauce?
+What type of taste does cashew juice have?
+How is the price?
+If you like steel cut oats, what will you love about this product?
+How many times have I tried to write this review?
+What type of seed does rancid have nothing to do with?
+How is the taste?
+How is the flavor?
+How is the flavor?
+Why do I stay away from berry teas?
+How was the aroma?
+How is the flavor?
+How does illy issimo compare to Starbucks' espresso shots?
+What is the name of the bar?
+What is Numi's mission?
+How is the fudge?
+What is the main drawback of Essentia water?
+How is the granola made?
+How was the texture?
+How is the price?
+Is there anything artificial in the snack?
+How do I feel about the tea?
+Is the water pricier than other brands?
+How was the flavor?
+How was the cereal?
+How is the taste?
+What is the flavor of the Red Espresso Rooibos Tea?
+How is the tea?
+How is the taste of pure green tea?
+What type of bar is the cherry cashew date nut bar?
+Why did I like the intense taste?
+What type of quality did my mom think this tea had?
+What is the biggest problem I have with drinking tea made using tea bags?
+What is the most important thing about Lipton Blackberry Vanilla Tea?
+How is the tea?
+How did I feel about the tea?
+How was the taste?
+What is Numi Cardamom Pu'erh tea?
+How is the tea?
+How are the cookies?
+What is hard to find in my area?
+What was required for the bars to be labeled gluten free?
+How is the aroma?
+How is the taste?
+How is the smell?
+What is the nutritional value of the product?
+What is my favorite beverage?
+How was the flavor?
+What did the tea not pick up if the tea bag was left in too long?
+How was the taste?
+How was the flavor of the Numi Cardamom Pu'erh Tea?
+What is the quality of the tea?
+What kind of aroma does this tea have?
+How was the sauce?
+What type of tea is this?
+How is the coconut oil?
+How are the cookies?
+How much sodium is in one pouch?
+Do you add anything to your green tea?
+How does coconut oil smell?
+What did I think of the air-tightness of the teabags?
+What is the most expensive form of quinoa sold anywhere?
+What did I think of the taste?
+How are the clusters?
+How is the flavor?
+What have I used it to season so far?
+How is the price?
+How is the flavor?
+How is the tea?
+How is the taste?
+How was the flavor?
+How are the flavors?
+How is the cinnamon?
+How was the smell?
+Are instant coffees any good?
+How is the price?
+What did I think of the cookies?
+How is the taste?
+How is the flavor?
+How is the flavor?
+How is the aroma?
+How is the taste?
+How is the flavor?
+What is the name of the tea that has more antioxidants than regular green tea?
+What flavored teas do I like?
+What was the name of the bar I tried?
+How did I feel about this product?
+Which Oreo has a rich cocoa flavor and has never disappointed me?
+How is the licorice?
+What kind of taste did the cookies have?
+How are the chips?
+How was the coffee?
+How is the coffee?
+How is the pancake?
+How would you describe the flavor of the tea?
+How is the flavor?
+How does Switch taste?
+How is the oat bran?
+How is the flavor?
+How is the flavor?
+How did the teas taste?
+How were the cookies?
+Why do I prefer loose teas?
+How is the flavor?
+How was the taste?
+How is the flavor?
+How is the price?
+How is the coffee?
+How was the aftertaste?
+Why is this coffee recommended?
+How did I feel about the tea?
+How is the flavor?
+How is the cereal?
+What is the flavor of the licorice?
+What is the name of the tea?
+How is the flavor?

eval/samples.validation.hyp.paragraph_answer.question.asahi417_qg_subjqa.grocery.txt

@@ -0,0 +1,101 @@
+How were the cookies?
+What did I expect from graham crackers?
+How is the taste?
+What is the name of the bar that comes with 5 to a package?
+Is the Keebler Town Pita cracker salty?
+How is the taste?
+How is the flavor?
+How many bowls of cereal will a 6-box pack give you?
+How is the chocolate?
+How is the flavor?
+How healthy is this cereal?
+What is the name of Izze's Sparkling Apple?
+What do I sometimes mix with the Amazing Grass Chocolate Superfood?
+Are you looking for a change from your typical coffees & teas?
+How did the flavors change as I continued to drink?
+What is the only source of complete protein with all amino acids for me?
+How many crackers did he eat?
+How is the habanero sauce?
+How was the coffee?
+How are the almonds?
+How is the sauce?
+Why did I only receive one Organic Cherry Cashew Bar?
+How is the texture of the licorice?
+How is the taste?
+What did I like about the bars?
+What do I love about coffee?
+How is the flavor?
+How was the taste?
+How is the nutrition panel?
+What can I get for a dollar?
+How is the coffee?
+How much Vitamin C is in a can?
+Why can't they keep the Fuggetaboudit in stock?
+How is the chocolate described?
+What does Illy make?
+How was the taste?
+Why are these bars so good?
+How is the drink?
+Where does the popcorn come from?
+How was the first bite?
+Why do I usually buy high quality coffee such as Pete's or Tully's?
+How is the sauce?
+How is the flavor?
+What is the verdict on this cereal?
+When do I prefer my own seasoning?
+How is the watermelon flavor?
+How is the taste?
+How do I feel about my great nephew?
+How is the bar?
+How is the milk chocolate?
+How is the taste?
+How is the water in my part of the country?
+What do I prefer the taste of?
+How is the coffee?
+How was the portability of the drink?
+How is this baby food?
+How is the ginger?
+How big is the bar?
+What is the result of my search for a good de-caf coffee?
+How did I choose the box of Krave cereal?
+How are the grahams in the new packaging?
+What was the texture like?
+What type of drink is this?
+How does the drink taste?
+How much sugar is in each serving?
+How is the fruit?
+How is the coffee?
+How is the taste?
+How spicy is the sauce?
+How is the taste?
+How large are the bottles?
+What is it about cheese and crackers that I'm picky about?
+What two ingredients do I like?
+How was the aftertaste?
+How is the drink?
+How is the sauce?
+How was the taste?
+How is the drink?
+What was the taste of the outside of the cookie?
+How did the sauce remind me of Taco Bell?
+How does the coffee smell?
+How long is each packet good for?
+Is Essentia a good tasting water?
+How is the texture?
+What do I love about cashews?
+How was the meal?
+What is the problem with the cashews?
+What kind of taste does Essentia have?
+Why did my husband like these crackers?
+How is the taste?
+How is the soup?
+What did I expect from the shelf life of the food?
+How is the texture of the sunbutter?
+How is the bar?
+What is the flavor of the sauce?
+Why are the Honey Maid crackers better?
+What type of skin do I have?
+How is the taste?
+How would I rate this coffee if it was a loose coffee?
+How many k-cups deliver true espresso body and flavor?
+How was it on a hot summer day?

pytorch_model.bin

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-size 2950786951
+oid sha256:ddf3721a788133deb9abc517e1bdb40282f098c787f9bcddbccf5d3d2a850e1f
+size 2950794119

tokenizer_config.json

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+{"eos_token": "</s>", "unk_token": "<unk>", "pad_token": "<pad>", "extra_ids": 100, "additional_special_tokens": ["<extra_id_0>", "<extra_id_1>", "<extra_id_2>", "<extra_id_3>", "<extra_id_4>", "<extra_id_5>", "<extra_id_6>", "<extra_id_7>", "<extra_id_8>", "<extra_id_9>", "<extra_id_10>", "<extra_id_11>", "<extra_id_12>", "<extra_id_13>", "<extra_id_14>", "<extra_id_15>", "<extra_id_16>", "<extra_id_17>", "<extra_id_18>", "<extra_id_19>", "<extra_id_20>", "<extra_id_21>", "<extra_id_22>", "<extra_id_23>", "<extra_id_24>", "<extra_id_25>", "<extra_id_26>", "<extra_id_27>", "<extra_id_28>", "<extra_id_29>", "<extra_id_30>", "<extra_id_31>", "<extra_id_32>", "<extra_id_33>", "<extra_id_34>", "<extra_id_35>", "<extra_id_36>", "<extra_id_37>", "<extra_id_38>", "<extra_id_39>", "<extra_id_40>", "<extra_id_41>", "<extra_id_42>", "<extra_id_43>", "<extra_id_44>", "<extra_id_45>", "<extra_id_46>", "<extra_id_47>", "<extra_id_48>", "<extra_id_49>", "<extra_id_50>", "<extra_id_51>", "<extra_id_52>", "<extra_id_53>", "<extra_id_54>", "<extra_id_55>", "<extra_id_56>", "<extra_id_57>", "<extra_id_58>", "<extra_id_59>", "<extra_id_60>", "<extra_id_61>", "<extra_id_62>", "<extra_id_63>", "<extra_id_64>", "<extra_id_65>", "<extra_id_66>", "<extra_id_67>", "<extra_id_68>", "<extra_id_69>", "<extra_id_70>", "<extra_id_71>", "<extra_id_72>", "<extra_id_73>", "<extra_id_74>", "<extra_id_75>", "<extra_id_76>", "<extra_id_77>", "<extra_id_78>", "<extra_id_79>", "<extra_id_80>", "<extra_id_81>", "<extra_id_82>", "<extra_id_83>", "<extra_id_84>", "<extra_id_85>", "<extra_id_86>", "<extra_id_87>", "<extra_id_88>", "<extra_id_89>", "<extra_id_90>", "<extra_id_91>", "<extra_id_92>", "<extra_id_93>", "<extra_id_94>", "<extra_id_95>", "<extra_id_96>", "<extra_id_97>", "<extra_id_98>", "<extra_id_99>"], "model_max_length": 512, "special_tokens_map_file": null, "name_or_path": "lmqg_output/qg_subjqa/t5_large_subjqa_grocery/model_nxaqhy/epoch_1", "tokenizer_class": "T5Tokenizer"}

trainer_config.json

@@ -0,0 +1 @@
+{"dataset_path": "asahi417/qg_subjqa", "dataset_name": "grocery", "input_types": ["paragraph_answer"], "output_types": ["question"], "prefix_types": ["qg"], "model": "asahi417/lmqg-t5-large-squad", "max_length": 512, "max_length_output": 32, "epoch": 3, "batch": 16, "lr": 5e-05, "fp16": false, "random_seed": 1, "gradient_accumulation_steps": 32, "label_smoothing": 0.15}