nazneen commited on
Commit
f37cf2e
1 Parent(s): 7fec6b3

modular code and more features

Browse files
app.py CHANGED
@@ -8,6 +8,16 @@ from datetime import datetime
8
  import plotly.express as px
9
 
10
 
 
 
 
 
 
 
 
 
 
 
11
  def read_file_to_df(file):
12
  return pd.read_csv(file)
13
 
@@ -15,7 +25,7 @@ def date_range(df):
15
  time = df.index.to_list()
16
  time_range = []
17
  for t in time:
18
- time_range.append(str(datetime.strptime(t, '%Y-%m-%dT%H:%M:%S.%fZ').date().month) +'/' + str(datetime.strptime(t, '%Y-%m-%dT%H:%M:%S.%fZ').date().day))
19
  return time_range
20
 
21
 
@@ -25,42 +35,29 @@ if __name__ == "__main__":
25
 
26
  st.header("Model Usage Visualization")
27
  with st.expander("How to read and interact with the plot:"):
28
- st.markdown("The plots below visualize model usage for HF models created in mid 2021 (top) vs. models created in mid 2022 (bottom). Note the y-axis range is different for each plot.")
29
- st.markdown("The plots are categorized based on model popularity. I first created a histogram of weekly mean usage across all models and then grouped them into these categorizes so that the plots are easier to read.")
 
30
  st.markdown("The plots are interactive. Hover over the points to see the model name and the number of weekly mean usage. Click on the legend to hide/show the models.")
31
 
32
- popularity = st.radio("Model popularity", ('Low', 'Moderate', 'High'), key = "popularity", index=2, horizontal = True)
33
-
34
- with st.container():
35
- df_2021 = read_file_to_df("./assets/2021/model_init_time.csv")
36
- df_2021.fillna(0, inplace=True)
37
- df_plot = df_2021.set_index('Model').T
38
- df_plot.index = date_range(df_plot)
39
- df_plot_2021 = pd.DataFrame()
40
- if popularity == 'Low':
41
- df_plot_2021 = df_plot[df_plot.columns[(df_plot.mean(axis=0)<=5000) & (df_plot.mean(axis=0)>=3500)]]
42
- elif popularity == 'Moderate':
43
- df_plot_2021 = df_plot[df_plot.columns[(df_plot.mean(axis=0)<=40000) & (df_plot.mean(axis=0)>=5000)]]
44
- else:
45
- df_plot_2021 = df_plot[df_plot.columns[df_plot.mean(axis=0)>=40000]]
46
- fig = px.line(df_plot_2021, title="Models created in 2021", labels={"index": "Weeks", "value": "Usage", "variable": "Model"})
47
- st.plotly_chart(fig, use_container_width=True)
48
-
49
- with st.container():
50
- df_2022 = read_file_to_df("./assets/2022/model_init_time.csv")
51
- df_2022.fillna(0, inplace=True)
52
- df_plot = df_2022.set_index('Model').T
53
- df_plot.index = date_range(df_plot)
54
- df_plot_2022 = pd.DataFrame()
55
- if popularity == 'Low':
56
- df_plot_2022 = df_plot[df_plot.columns[(df_plot.mean(axis=0)<500) & (df_plot.mean(axis=0)>=300)]]
57
- elif popularity == 'Moderate':
58
- df_plot_2022 = df_plot[df_plot.columns[(df_plot.mean(axis=0)<=1500) & (df_plot.mean(axis=0)>=500)]]
59
- else:
60
- df_plot_2022 = df_plot[df_plot.columns[df_plot.mean(axis=0)>=1500]]
61
- fig = px.line(df_plot_2022, title="Models created in 2022", labels={"index": "Weeks", "value": "Usage", "variable": "Model"})
62
- st.plotly_chart(fig, use_container_width=True)
63
 
 
64
 
 
 
65
 
 
 
 
 
 
 
66
 
 
 
 
 
 
 
 
 
 
8
  import plotly.express as px
9
 
10
 
11
+ def select_plot_data(df, quantile_low, qunatile_high):
12
+ df.fillna(0, inplace=True)
13
+ df_plot = df.set_index('Model').T
14
+ df_plot.index = date_range(df_plot)
15
+ df_stats = df_plot.describe()
16
+ quantile_lvalue = df_stats.quantile(quantile_low, axis=1)['mean']
17
+ quantile_hvalue = df_stats.quantile(qunatile_high, axis=1)['mean']
18
+ df_plot_data = df_plot.loc[:,[(df_plot[col].mean() > quantile_lvalue and df_plot[col].mean() < quantile_hvalue) for col in df_plot.columns]]
19
+ return df_plot_data
20
+
21
  def read_file_to_df(file):
22
  return pd.read_csv(file)
23
 
 
25
  time = df.index.to_list()
26
  time_range = []
27
  for t in time:
28
+ time_range.append(str(datetime.strptime(t, '%Y-%m-%dT%H:%M:%S.%fZ').date().month) +'/' + str(datetime.strptime(t, '%Y-%m-%dT%H:%M:%S.%fZ').date().day) + '/' + str(datetime.strptime(t, '%Y-%m-%dT%H:%M:%S.%fZ').date().year)[-2:])
29
  return time_range
30
 
31
 
 
35
 
36
  st.header("Model Usage Visualization")
37
  with st.expander("How to read and interact with the plot:"):
38
+ st.markdown("The plots below visualize weekly usage for HF models categorized by the model creation time.")
39
+ st.markdown("Select the model creation time range you want to visualize using the dropdown menu below.")
40
+ st.markdown("Choose the quantile range to filter out models with high or low usage.")
41
  st.markdown("The plots are interactive. Hover over the points to see the model name and the number of weekly mean usage. Click on the legend to hide/show the models.")
42
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
43
 
44
+ model_init_year = st.multiselect("Model creation year", ["before_2021", "2021", "2022"], key = "model_init_year", default = "2022")
45
 
46
+ popularity_low = st.slider("Model popularity quantile (lower limit) ", min_value=0.0, max_value=1.0, step=0.01, value=0.90, key = "popularity_low")
47
+ popularity_high = st.slider("Model popularity quantile (upper limit) ", min_value=0.0, max_value=1.0, step=0.01, value=0.99, key = "popularity_high")
48
 
49
+ if 'model_init_year' not in st.session_state:
50
+ st.session_state['model_init_year'] = model_init_year
51
+ if 'popularity_low' not in st.session_state:
52
+ st.session_state['popularity_low'] = popularity_low
53
+ if 'popularity_high' not in st.session_state:
54
+ st.session_state['popularity_high'] = popularity_high
55
 
56
+ with st.container():
57
+ for year in st.session_state['model_init_year']:
58
+ plotly_spot = st.empty()
59
+ df = read_file_to_df("./assets/"+year+"/model_usage.csv")
60
+ df_plot_data = select_plot_data(df, st.session_state['popularity_low'], st.session_state['popularity_high'])
61
+ fig = px.line(df_plot_data, title="Models created in "+year, labels={"index": "Weeks", "value": "Usage", "variable": "Model"})
62
+ with plotly_spot:
63
+ st.plotly_chart(fig, use_container_width=True)
assets/2021/model_usage.csv ADDED
The diff for this file is too large to render. See raw diff
 
assets/2022/model_usage.csv ADDED
@@ -0,0 +1,312 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ Model,2022-01-03T00:00:00.000Z,2022-01-10T00:00:00.000Z,2022-01-17T00:00:00.000Z,2022-01-24T00:00:00.000Z,2022-01-31T00:00:00.000Z,2022-02-07T00:00:00.000Z,2022-02-14T00:00:00.000Z,2022-02-21T00:00:00.000Z,2022-02-28T00:00:00.000Z,2022-03-07T00:00:00.000Z,2022-03-14T00:00:00.000Z,2022-03-21T00:00:00.000Z,2022-03-28T00:00:00.000Z,2022-04-04T00:00:00.000Z,2022-04-11T00:00:00.000Z,2022-04-18T00:00:00.000Z,2022-04-25T00:00:00.000Z,2022-05-02T00:00:00.000Z,2022-05-09T00:00:00.000Z,2022-05-16T00:00:00.000Z,2022-05-23T00:00:00.000Z,2022-05-30T00:00:00.000Z,2022-06-06T00:00:00.000Z,2022-06-13T00:00:00.000Z,2022-06-20T00:00:00.000Z,2022-06-27T00:00:00.000Z,2022-07-04T00:00:00.000Z,2022-07-11T00:00:00.000Z,2022-07-18T00:00:00.000Z,2022-07-25T00:00:00.000Z,2022-08-01T00:00:00.000Z,2022-08-08T00:00:00.000Z,2022-08-15T00:00:00.000Z,2022-08-22T00:00:00.000Z,2022-08-29T00:00:00.000Z,2022-09-05T00:00:00.000Z,2022-09-12T00:00:00.000Z,2022-09-19T00:00:00.000Z
2
+ openai/clip-vit-large-patch14,,,,21,306,990,1010,84,136,353,271,172,449,511,2276,1477,254,508,25810,13689,334,33012,54161,75747,74735,0,92466,97338,121366,94118,80513,98373,424682,593673,1614276,4331717,2785486,2100070
3
+ facebook/contriever-msmarco,,,34,4,245,28,1,63,198,205,261,56,9,87,1007,138,542,2764,1154,18,1432,1252,158,55,87,28,411,620,810,102,225,2467,2770,7429,168383,414923,263692,4657
4
+ Jean-Baptiste/roberta-large-ner-english,41,1837,1739,77,479,9062,3195,3342,8936,7964,7391,13966,24522,33736,32274,14788,13364,7672,3728,8828,10419,10434,11421,12481,12510,9578,9337,9026,10616,11504,8946,9450,5169,11837,100841,29375,7987,10158
5
+ cardiffnlp/twitter-roberta-base-sentiment-latest,,,,,,,,,,,1505,10250,5293,8161,3436,16312,5023,3605,8442,14851,12210,77229,42218,10010,41892,13000,5965,7631,12228,24378,8138,7477,74059,17519,4923,26720,28949,4858
6
+ shibing624/text2vec-base-chinese,,,13,59,46,105,416,40573,331,497,1080,1636,6914,2164,103951,8943,5733,1216,1610,1357,1170,7556,889,1280,949,0,1788,1112,102439,129966,155622,131195,135318,82267,97704,43175,20217,51005
7
+ ml6team/bert-base-uncased-city-country-ner,,,48,58,29,10,17,5,1,14,46,6,11,47,46,46,22,26,58,36,7569,7708,6351,8831,6797,0,8542,8941,8948,9028,3210,13034,14450,5263,11265,13908,17269,8927
8
+ Hate-speech-CNERG/indic-abusive-allInOne-MuRIL,,,,,,,,,,,,,,,,7,16,6,5,11,0,0,32,22,37,6,6,22,227003,268880,276812,277469,277275,276356,180032,368310,277523,235975
9
+ EColi/SB_Classifier,,,,,,,,,,,,,,,,50,22,3,8,138,103,326,220,327,263,273,369,2209,22615,27817,11749,9376,7562,12055,571,999,299,59
10
+ rinna/japanese-gpt-1b,,,36,802,3541,3097,2981,3344,2339,3655,1689,2388,2036,2574,2045,4646,1941,3205,1941,1998,2441,1750,2740,3336,2881,0,3231,3384,3299,15963,3116,3098,3373,1872,1117,2240,1657,1278
11
+ KoboldAI/fairseq-dense-13B-Shinen,,,,,,,,,,,,,,,122,236,310,310,2774,3905,3461,5723,16693,19033,22286,21478,18530,20631,21330,21009,21148,22758,25595,24225,15986,27943,14776,13508
12
+ nlpconnect/vit-gpt2-image-captioning,15,12,41,12,154,98,60,81,271,123,37,98,43,147,200,250,179,216,628,210,911,477,350,4650,6192,0,12049,9736,5791,5037,5381,4579,5026,1993,4356,15189,12723,11009
13
+ cmarkea/distilcamembert-base-sentiment,,132,414,42,119,974,2807,10615,3707,2329,2205,2163,2142,2493,2075,1365,1699,1359,5354,7677,7420,6901,6425,6032,4730,7318,2334,2600,2145,1319,182,116,179,88,367,336,143,50
14
+ dangvantuan/sentence-camembert-large,,,,,,,127,209,51,152,42,115,281,219,43,42,96,280,682,154,176,127,126,76,11141,16293,8640,141,486,455,517,4116,16364,5809,376,8979,3365,625
15
+ viktor-enzell/wav2vec2-large-voxrex-swedish-4gram,,,,,,,,,,,,,,,,,,,,,,255,48,301,145,0,170,186,25098,49583,49239,50121,50044,18826,24221,145,24,35
16
+ prithivida/parrot_adequacy_model,,,,,,,,,,,,,,,,,,,,,413,1515,1653,5578,2076,0,2253,1741,2997,5271,6305,3413,4127,1871,3262,6404,9139,3548
17
+ facebook/nllb-200-distilled-600M,,,,,,,,,,,,,,,,,,,,,,,,,,,,573,3079,23203,11972,3233,37946,20669,5356,1832,3122,8204
18
+ microsoft/layoutlmv3-base,,,,,,,,,,,,,,,,188,560,558,902,1506,2237,1403,1666,2033,3561,0,3259,4951,5068,4997,5323,5065,3970,1830,2085,3269,4061,2772
19
+ deepparag/Aeona,,,11876,8554,21740,28607,16227,13584,20713,27688,29450,59518,44386,13915,13582,3720,2036,2952,3816,4289,40646,39208,25285,126079,5663,15863,81625,4456,41174,14276,1368,1001,1429,938,1948,2815,1387,209
20
+ facebook/opt-125m,,,,,,,,,,,,,,,,,,,2003,2563,1797,1819,2108,3661,2447,1696,2305,3179,3627,1828,4611,4074,3822,2106,4244,10455,4832,4163
21
+ kha-white/manga-ocr-base,,,293,173,459,417,461,267,269,341,465,659,610,596,987,1021,1177,1750,1395,1158,1185,1043,952,1350,1304,0,1391,1636,1503,3198,3772,3421,2199,647,930,2395,1887,1694
22
+ facebook/opt-350m,,,,,,,,,,,,,,,,,,,800,2111,1789,2362,1757,4831,4743,2057,2889,3646,3382,4218,6040,3445,2862,1139,2635,5664,4451,8024
23
+ microsoft/swin-tiny-patch4-window7-224,,,12,89,105,217,200,260,312,705,816,619,556,1389,1676,415749,2498,2568,2093,2033,878,1089,1293,59336,1024,0,4502,3593,6144,1401,1599,2105,1394,695,1236,3161,1842,929
24
+ prithivida/parrot_fluency_model,,,,,,,,,,,,,,,,,,,,,317,1280,1443,5272,2006,0,1398,1175,1920,2068,4944,2070,2799,1425,2368,4206,7799,2322
25
+ sentence-transformers/sentence-t5-base,,,,,,242,342,277,340,2139,1854,3204,1005,3239,3266,6062,4808,808,1119,1805,1324,980,1264,2766,2183,0,1036,1287,1079,1362,4836,1874,1745,819,770,1834,1078,1337
26
+ KoboldAI/fairseq-dense-13B-Nerys-v2,,,,,,,,,,,,,,,,,,,,,,,,,5247,16114,13983,12219,11551,13427,13121,12139,14416,12971,8228,13798,9222,1328
27
+ deepset/tinyroberta-squad2,,,,,,,156,147,180,121,180,199,460,853,2719,908,2494,1546,8203,2389,1607,1272,1676,1400,1749,795,1582,2213,1202,3289,5421,2084,1591,877,1515,1951,3441,4618
28
+ facebook/opt-1.3b,,,,,,,,,,,,,,,,,,,1334,2110,1513,3408,1832,1340,1501,1336,3743,5244,4040,3661,7447,5943,6063,5756,1656,3096,2059,4581
29
+ inokufu/flaubert-base-uncased-xnli-sts,,,,,,,13,11,7,45,35,146,822,1074,1322,1086,1110,1211,1348,854,1097,1215,1110,1310,985,0,1023,1030,1063,1025,1061,1066,1112,421,712,1516,1102,922
30
+ openclimatefix/nowcasting_cnn_v4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,942,2290,3522,3436,1230,1949,4522,3490,2399
31
+ microsoft/swin-base-patch4-window7-224-in22k,,,,1,27,1269,56,306,96,100,3,34,15,36,10,32,74,58,184,193,55,87,62,108,54,0,74,20593,483,602,4671,6385,10809,7805,11942,5083,2977,1852
32
+ philschmid/BERT-Banking77,622,40,428,28,595,1194,1063,1063,715,1061,400,346,36,35,387,576,1068,1086,1086,758,423,963,607,334,805,0,638,496,272,561,1025,1077,1043,399,732,635,1085,907
33
+ Filosofas/DialoGPT-medium-PALPATINE,,396,51,12,17,850,2487,1928,2117,2893,2343,2076,3458,2569,627,1466,1024,651,2215,1697,1660,1786,3370,11641,1179,1711,4885,788,5110,636,555,572,552,673,349,519,338,47
34
+ microsoft/unixcoder-base,,,,,,,,,,,,32,180,219,285,736,406,593,625,1543,1727,783,1139,2329,891,0,836,990,1401,1332,1184,1359,1851,1195,1442,1682,1642,963
35
+ sbcBI/sentiment_analysis_model,,,,,,,,,,,,,,,,,,370,687,787,699,636,599,1103,1040,0,1316,1390,1362,1381,1366,1425,1387,525,938,1879,1418,2623
36
+ facebook/opt-2.7b,,,,,,,,,,,,,,,,,,,748,708,558,1212,311,1345,1460,540,1138,1838,2160,918,3834,1483,1072,513,916,1727,2955,3526
37
+ Zixtrauce/JohnBot,1086,942,807,405,1006,1292,1081,825,973,727,860,789,595,721,750,856,951,703,783,859,1833,1102,1003,538,572,639,1372,1106,2810,1435,900,1115,1225,1147,335,759,453,39
38
+ KB/bert-base-swedish-cased-ner,218,696,2140,1194,1398,1223,582,252,489,358,292,473,269,246,133,121,440,104,207,223,249,536,644,837,796,716,752,544,639,705,1308,1211,1018,1073,655,699,663,591
39
+ zenham/wail_m_e4_16h_2k,,,,,,,,,,1145,3762,2582,2161,973,918,1043,893,685,704,982,1709,1009,697,824,611,0,2029,1210,2121,1445,1326,1062,1007,168,355,483,222,36
40
+ KB/bert-base-swedish-cased,246,507,457,340,445,823,992,808,1015,966,691,887,1149,764,1303,1057,1032,1178,1441,949,495,613,541,512,492,913,346,1052,108,224,83,74,107,332,1713,335,133,179
41
+ TahaDouaji/detr-doc-table-detection,,,,,,,,,,41,1117,242,111,313,134,77,311,381,292,265,271,154,138,483,322,146,418,4992,1133,2462,2973,2755,2275,9829,3263,7418,2752,2151
42
+ sberbank-ai/mGPT,,,,,,,,,,,,,,,,1593,2117,1556,1251,1187,1012,671,852,905,665,0,943,865,783,671,1196,1426,1254,444,1073,1436,934,8601
43
+ facebook/vit-mae-base,,,39,43,130,125,81,74,324,532,389,824,783,1006,847,397,978,561,332,587,536,344,395,360,686,756,826,1159,1158,899,1889,2293,1182,309,1061,1336,928,787
44
+ microsoft/unixcoder-base-nine,,,,,,,,,,,,,4,6,14936,22464,6,104,762,272,138,143,154,702,468,0,2101,1597,719,1863,2231,3666,859,1003,744,1599,1670,1030
45
+ microsoft/resnet-50,,,,,,,,,,20,47,100,56,76,57,129,193,99,659,654,910,1065,449,858,587,0,6021,2278,1044,1219,715,758,1076,298,1050,942,34139,23631
46
+ esiebomajeremiah/autonlp-email-classification-657119381,,,,,,,,,,,,714,1006,832,335,191,471,537,825,1030,1227,7448,5536,654,727,1179,2650,937,2964,1381,552,139,394,172,130,336,319,51
47
+ BM-K/KoSimCSE-roberta-multitask,,,,,,,,,,,,,,,,,,,,,,23,67,111,127,94,156,179,4316,5921,3695,313,224,233,201,224,410,417
48
+ hustvl/yolos-tiny,,,,,,,,,,,,,,,,,2,50,50,43,48,6,249,8718,2717,0,3306,3691,4171,5889,6628,8695,4806,1982,6091,7732,3986,3777
49
+ facebook/data2vec-audio-base-960h,,,,,,,,58,328,1465,810,792,1058,542,680,769,936,1007,1267,909,849,586,632,673,670,560,475,491,500,422,2541,335,226,184,414,873,614,299
50
+ facebook/convnext-tiny-224,,,,,12,153,184,74,405,206,359,503,1085,567,308,415,306,151,264,387,276,219,155,271,991,1010,1425,1032,1229,1226,867,1091,998,430,624,881,995,980
51
+ bigscience/bloom-560m,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,2754,3697,1227,1478,2976,2112,10125
52
+ Zixtrauce/BDBot4Epoch,574,737,541,235,662,1276,595,370,411,510,496,190,288,451,368,365,399,402,327,431,1284,736,811,419,416,448,687,1081,1886,1176,815,761,807,771,346,466,327,40
53
+ facebook/incoder-1B,,,,,,,,,,,,,,61,1467,1468,3156,837,1062,1052,1014,1290,1638,337,508,548,854,715,1373,1218,1075,805,1185,609,357,629,1102,715
54
+ bigscience/bloom-1b7,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,2178,1662,448,1334,1422,10113,3571
55
+ KoboldAI/fairseq-dense-13B-Janeway,,,,,,,,,,,,,,28,161,167,185,189,2339,1755,1242,930,1791,2250,3040,2631,2767,2796,2460,3076,2810,3382,3327,3268,1948,4118,2924,2051
56
+ Salesforce/codegen-2B-multi,,,,,,,,,,,,,,,,,,,,,4,0,0,4,8,150,78,99,88,238,281,829,3117,4743,3088,4422,605,347
57
+ yikuan8/Clinical-Longformer,,,,,67,90,155,311,247,177,380,172,363,346,164,157,397,956,325,157,200,317,177,46,421,0,612,865,618,564,1103,879,556,368,1956,1778,201,127
58
+ michiyasunaga/BioLinkBERT-base,,,,,,,,,,,2,0,615,98,434,380,481,601,654,750,1068,1404,385,691,714,0,555,626,381,912,616,904,1111,448,330,793,261,758
59
+ Salesforce/codegen-350M-mono,,,,,,,,,,,,,,,,,,,,,6,41,5,7,153,1059,1496,540,602,1161,1791,8516,5494,2256,2351,4331,2159,975
60
+ facebook/mgenre-wiki,,,,,,,,,,,,,,,,,,,,,,,61,103,234,124,666,853,1023,929,1033,1019,1053,394,751,1430,1061,885
61
+ CompVis/ldm-text2im-large-256,,,,,,,,,,,,,,,,,,,,,,,,,,,,,445,1012,614,757,1005,3049,1684,1166,529,502
62
+ KoboldAI/GPT-J-6B-Shinen,,,,,,,,11,34,46,72,33,30,68,57,74,50,86,65,75,188,927,2547,2031,3217,2556,2113,1966,2320,2699,2420,2470,2811,2598,1427,2831,2100,1562
63
+ allenai/tk-instruct-3b-def-pos,,,,,,,,,,,,,,,,,,8,14,79,90,55,43,490,404,255,3646,1819,3334,1505,2287,5768,11116,1968,7948,546,1539,555
64
+ philschmid/distilbert-base-multilingual-cased-sentiment-2,,,,10,8,5,24,14,11,24,18,2,20,75,32,23,44,114,315,380,276,115,81,76,58,0,167,201,213,180,685,2245,2580,241,749,1292,119,215
65
+ ltgoslo/norbert2,,,,,,56,96,413,411,274,517,448,371,882,171,809,640,1231,612,554,195,150,100,100,157,0,398,327,79,277,218,196,127,44,194,116,88,96
66
+ RajSang/pegasus-sports-titles,,3,0,5,0,19,5,13,0,30,10,27,29,349,409,343,394,712,726,604,308,513,634,614,675,91,14,539,365,339,323,290,205,521,615,747,368,543
67
+ M-CLIP/XLM-Roberta-Large-Vit-B-32,,,,,,,,,,,,,,,,,,,,,,21,44,132,365,217,154,683,535,422,605,518,2149,2280,147,432,455,354
68
+ naver/splade-cocondenser-ensembledistil,,,,,,,,,,,,,,,,,,,135,37,57,93,147,343,452,0,2366,5462,2802,3536,1810,3282,1852,954,507,1405,1131,502
69
+ DB13067/Peterbot,,,,,,,,,,,259,152,123,194,149,164,159,92,132,203,1284,1658,913,895,426,1316,1267,688,132,1349,1267,1202,1010,825,88,215,136,29
70
+ aatmasidha/distilbert-base-uncased-finetuned-emotion,,,,,,,,,,,,,,,,,,,,,,,,,,,,105,10224,8444,10335,10886,32443,1586,3450,2008,22,1
71
+ aaraki/vit-base-patch16-224-in21k-finetuned-cifar10,,,,,,,,,,,,,2,0,0,0,0,0,0,0,0,13,13,4,24,3,2,205,12,46,120,805,1153,926,3805,18109,458,1046
72
+ microsoft/swin-base-patch4-window7-224,,,,,10,62,40,70,318,2590,69,235,90,39,176,99,726,1342,750,951,205,314,181,850,835,0,373,429,526,389,346,506,1679,171,454,394,359,221
73
+ Babelscape/wikineural-multilingual-ner,,,,,172,148,155,94,169,204,163,122,139,162,441,323,243,225,212,242,906,204,349,322,1264,304,225,174,3723,403,240,656,394,233,635,304,1087,266
74
+ TheGoldenToaster/DialoGPT-medium-Bot,,,,,,,,,,,,,107,188,170,233,197,107,122,210,818,675,847,1156,1546,1025,1315,1128,830,1330,1268,852,1206,856,95,191,130,43
75
+ ml6team/keyphrase-extraction-kbir-inspec,,,,,,,,,,,,,,,,,,,,,27,193,118,177,190,0,333,372,485,722,358,535,3499,469,1837,2247,2316,549
76
+ Salesforce/codet5-large,,,,,,,,,,,,,,,,,,,,,,,,,,,143,85,145,334,689,192,618,199,278,1343,5440,2552
77
+ Prime2911/DialoGPT-medium-handsomejack,,,,,,,,,,62,77,46,77,105,35,63,92,87,72,96,647,1711,1277,128,24,863,1522,28,158,1427,1014,1204,1312,945,131,215,121,34
78
+ hf-internal-testing/tiny-random-beit-pipeline,,,,,,,80,126,192,229,294,470,346,335,336,345,288,343,537,744,544,433,574,296,255,0,237,159,204,250,286,296,188,72,177,182,198,171
79
+ MoritzLaurer/DeBERTa-v3-large-mnli-fever-anli-ling-wanli,,,,,,,,,,,,,,,,,,,,,,,308,541,602,384,1025,168,310,527,756,3423,3132,1391,749,997,731,275
80
+ AmbricJohnson5888/death,,,,,,,,,,,,,,54,62,124,179,127,91,135,1374,620,1281,1039,1419,858,1304,1027,160,1324,993,984,786,847,95,217,115,36
81
+ facebook/flava-full,,,,,,,,,,,,,,,,,,9,120,157,1283,346,388,2304,819,656,697,598,830,920,851,921,1164,368,611,328,404,1316
82
+ wietsedv/xlm-roberta-base-ft-udpos28-tr,,,,,,,,3,0,35,7,58,358,224,10314,6521,207,9,244,21,10,7,0,0,4,0,2,52,8,3,15,0,47,1,1,45,5071,1821
83
+ IDEA-CCNL/Erlangshen-Roberta-110M-Sentiment,,,,,,,,,,,,,,,,60,44,111,3505,574,393,592,545,95,80,106,153,54,60,466,283,20663,391,241,221,310,157,183
84
+ google/long-t5-tglobal-base,,,,,,,,,,,,,,,,,,,,,,,,211,421,0,324,666,975,749,889,767,871,527,906,886,1111,927
85
+ AmbricJohnson5888/claura,,,,,,,,,,,,,,16,69,146,172,94,107,171,1085,1414,790,872,443,1573,1599,106,125,1354,970,1217,739,789,112,195,107,32
86
+ yiyanghkust/finbert-esg,,,,,,,,,,,,,,,,,,,11,79,658,355,5812,3243,187,0,1441,425,274,317,429,513,152,103,154,528,228,527
87
+ DeepPavlov/distilrubert-tiny-cased-conversational-v1,,,,119,106,337,271,173,107,31,19,61,14,19,188,721,402,911,176,714,161,102,276,53,974,549,690,847,1093,408,300,299,234,564,362,460,349,36
88
+ j-hartmann/sentiment-roberta-large-english-3-classes,,69,37,22,104,128,117,111,70,232,72,160,79,157,152,359,148,541,309,306,245,191,262,106,508,0,2083,230,295,302,693,500,357,82,429,247,318,279
89
+ microsoft/dit-base-finetuned-rvlcdip,,,,,,,,,,92,96,117,84,145,120,104,251,275,256,342,549,184,7637,269,213,0,811,534,1062,530,251,247,189,78,4210,3269,2902,205
90
+ bigscience/bigscience-small-testing,,,,,,,,,,,,,,,,80,33,48,114,141,243,338,378,1058,1334,1142,1394,980,1609,1917,1265,958,206,70,244,293,248,259
91
+ bigscience/bloom-7b1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1687,1886,690,893,1249,777,745
92
+ allenai/PRIMERA,,,,,,,,,,45,99,117,160,128,63,155,384,123,156,246,156,154,115,328,461,348,94,331,567,517,354,510,377,245,174,403,338,745
93
+ microsoft/cvt-13,,,,,,,,,,,,,,,,,,,,51,78,35,26,44,85,0,471,144,238,681,443,2873,2766,1434,807,47572,930,417
94
+ hf-internal-testing/tiny-random-clip-zero-shot-image-classification,,,,,,,79,151,185,223,227,303,264,195,243,184,187,329,429,382,262,222,244,219,219,0,160,132,179,169,243,269,118,55,136,165,198,178
95
+ junnyu/roformer_v2_chinese_char_large,,,,,,,,,,,,22,20,308,1032,1199,727,260,202,191,183,501,63,136,130,0,2,187,54,572,271,976,1748,363,91,305,55,46
96
+ yhavinga/t5-v1.1-large-dutch-cnn-test,,19,4,0,0,0,0,0,0,0,0,1,0,1,0,6,1,1,3,0,0,0,1,1,0,0,0,14,0,0,50,11,17,16,12,123,7132,4645
97
+ KoboldAI/fairseq-dense-2.7B-Nerys,,,,,,,,,,,,,,,,,,,,56,107,249,919,1777,2447,1570,1942,2294,1781,1117,1879,1797,1395,1417,604,2720,2146,2356
98
+ snrspeaks/KeyPhraseTransformer,,,,,,,,,,,,92,38,102,82,62,59,72,41,24,16,15,2,28,48,0,275,773,650,1326,854,406,560,377,398,747,588,783
99
+ deepset/all-mpnet-base-v2-table,,,,,,,,,,,,,,,,,3,38,129,383,426,195,136,191,270,290,155,187,202,222,261,341,239,102,211,509,4811,280
100
+ aliosm/sha3bor-metre-detector-arabertv02-base,,,,,,,,,,,,,,,,,,,,6,106,1528,699,1349,44,581,4659,541,5829,1735,250,330,237,601,588,538,437,40
101
+ hiiamsid/sentence_similarity_hindi,16,32,6,6,0,0,46,1835,85,9,50,8,34,141,82,67,24,8,26,76,91,25,17,32,6,0,39,54,53,17,5,17,5,2,99,585,2385,1223
102
+ aliosm/sha3bor-footer-51-arabertv02-base,,,,,,,,,,,,,,,,,,,,,102,1577,682,1333,65,617,4665,546,5887,1722,229,282,230,517,526,516,380,45
103
+ aliosm/sha3bor-rhyme-detector-arabertv02-base,,,,,,,,,,,,,,,,,,,,3,99,1539,685,1337,39,574,4636,545,5878,1719,263,311,201,557,571,567,389,36
104
+ b3ck1/gpt-neo-125M-finetuned-beer-recipes,,,,,,532,628,76,162,305,151,196,236,143,161,236,190,148,258,529,521,448,102,136,64,504,439,317,320,416,315,605,644,633,389,819,426,461
105
+ nghuyong/ernie-gram-zh,,,,,,,,,,,,,2,69,429,193,183,441,466,702,657,528,363,367,371,0,187,69,254,212,212,211,186,165,231,77,54,113
106
+ facebook/data2vec-text-base,,,,,,,,132,99,90,104,67,109,172,340,293,320,245,212,208,172,5340,1272,350,309,1906,156,226,315,708,1865,394,91,94,142,97,109,106
107
+ aliosm/sha3bor-poetry-diacritizer-canine-s,,,,,,,,,,,,,,,,,,,,30,102,511,671,1352,59,609,4650,543,5792,1619,206,369,222,592,586,579,433,50
108
+ bigscience/bloom-3b,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1295,1268,282,482,953,1018,2826
109
+ Intel/dpt-large,,,,,,,,,,,,74,58,86,356,153,104,356,227,676,2564,753,87,387,302,441,189,66,114,310,104,156,59,104,162,78,328,67
110
+ jjzha/jobbert-base-cased,,,,,,,,,,,,,,,4,0,19,66,40,30,125,28,42,54,25,0,71,109,414,602,549,1051,2272,286,311,244,168,399
111
+ succinctly/text2image-prompt-generator,,,,,,,,,,,,,,,,,,,,,,,,,,,,,163,634,1142,909,863,464,1159,2203,1791,562
112
+ AK270802/DialoGPT-small-harrypotter,,20,70,7,0,55,56,74,78,70,86,52,89,147,168,125,124,108,84,458,388,750,897,785,419,531,795,79,95,1121,994,987,798,671,109,244,122,31
113
+ richielleisart/Childe,,,597,82,61,209,115,9,69,92,117,106,124,179,214,112,150,161,129,201,635,1549,1470,1839,1508,0,1418,48,30,69,46,54,83,37,226,482,265,57
114
+ obi/deid_roberta_i2b2,,,,,,,72,7,3,11,0,7,16,1,17,15,28,330,19,524,4353,64,154,1459,61,0,58,78,108,142,100,58,59,114,227,78,89,1280
115
+ naver-clova-ix/donut-base,,,,,,,,,,,,,,,,,,,,,,,,,,,,10,12,763,754,659,866,397,609,1223,1059,791
116
+ microsoft/dit-base,,,,,,,,,,26,70,47,23,63,41,76,22,57,91,222,79,50,140,154,115,0,390,370,380,1912,1582,1509,874,397,1859,1150,552,112
117
+ pritamdeka/S-Biomed-Roberta-snli-multinli-stsb,,,,,,58,76,50,63,154,412,362,188,111,178,154,252,176,121,70,52,395,218,146,97,0,42,251,234,27,45,91,50,25,139,258,168,2493
118
+ hustvl/yolos-small,,,,,,,,,,,,,,,,,25,521,536,684,336,324,435,703,375,0,341,471,545,446,265,318,372,272,260,256,194,79
119
+ google/owlvit-base-patch32,,,,,,,,,,,,,,,,,,,,,,,,,,,,,150,379,878,2216,768,399,697,886,470,516
120
+ facebook/incoder-6B,,,,,,,,,,,,,,,100,124,698,254,744,232,200,98,267,96,98,92,136,116,131,728,3714,371,721,43,264,770,1099,1703
121
+ kresnik/wav2vec2-large-xlsr-korean,,,44,49,14,80,27,19,34,52,725,672,180,582,435,107,129,463,49,203,150,41,76,111,85,0,223,145,282,85,165,88,144,72,107,374,96,661
122
+ wietsedv/xlm-roberta-base-ft-udpos28-en,,,,,,,5,4,22,75,60,26,65,8,18,2,63,49,310,10,31,125,3,7,9,0,235,2530,254,18,1472,35,55,117,972,33,117,60
123
+ oliverguhr/fullstop-punctuation-multilingual-base,,,,,,,,,,,,77,29,60,22,45,28,1,11,22,15,33,16,36,30,0,57,245,433,211,305,812,287,78,477,515,1415,225
124
+ Helsinki-NLP/opus-mt-tc-big-en-pt,,,,,,,,,,,,,,,9,20,19,15,79,219,44,53,37,27,82,22,138,584,1415,1872,1546,1448,1638,1888,1138,619,863,594
125
+ facebook/nllb-200-distilled-1.3B,,,,,,,,,,,,,,,,,,,,,,,,,,,,80,383,695,667,709,4029,108,400,157,139,375
126
+ bloomberg/KeyBART,,,,,,,74,74,7,52,93,33,100,66,126,183,112,103,151,111,71,9,18,27,53,67,226,94,178,354,403,906,2670,160,455,733,2382,332
127
+ microsoft/swin-large-patch4-window12-384-in22k,,,,,4,370,266,94,53,24,16,41,91,376,285,363,286,311,326,399,471,442,175,128,126,0,244,366,303,349,673,438,311,115,233,420,150,87
128
+ deepset/deberta-v3-base-squad2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,7,59,801,401,517,2067,5722,1958,1068,1107
129
+ malper/unikud,,,,,,,,,,,,,,,,598,31,665,338,72,61,3,110,215,562,0,260,189,273,408,122,166,196,24,1150,789,188,95
130
+ Langboat/mengzi-t5-base-mt,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,19,108,152,228,601,352,304,6444,8504
131
+ jonatasgrosman/wav2vec2-xls-r-1b-english,,,,,,59,60,17,74,36,53,60,49,82,31,75,70,24,98,39,16,48,21,53,44,0,57,13,45,29,105,118,105,82,2715,2059,138,6523
132
+ jackaduma/SecBERT,,,7,3,107,5,41,30,38,63,81,87,152,47,84,92,71,43,78,220,167,47,145,185,128,0,127,323,283,276,197,429,239,290,196,234,220,376
133
+ Intel/distilbert-base-uncased-finetuned-sst-2-english-int8-static,,,,,,,,,,,,,,,12,104,148,83,155,254,170,91,182,91,355,641,726,594,588,817,471,552,660,708,568,552,615,556
134
+ Salesforce/codegen-350M-multi,,,,,,,,,,,,,,,,,,,,,11,1,9,6,47,179,30,31,58,140,298,1067,823,624,718,633,899,632
135
+ jfarray/Model_paraphrase-multilingual-mpnet-base-v2_1_Epochs,,,,,,2,3,0,0,0,0,1,0,1,0,0,0,1,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,37,555,2316,1046
136
+ cross-encoder/mmarco-mMiniLMv2-L12-H384-v1,,,,,,,,,,,,,,,,,,,,,,775,1113,1072,760,199,74,122,224,385,304,206,534,162,274,366,188,143
137
+ Salesforce/codegen-2B-mono,,,,,,,,,,,,,,,,,,,,,16,33,17,4,139,467,130,150,590,427,406,949,466,262,390,1231,392,497
138
+ michiyasunaga/BioLinkBERT-large,,,,,,,,,,,,,619,49,71,133,207,256,207,180,452,191,119,174,64,0,180,317,722,254,68,262,183,49,250,252,169,287
139
+ d4data/biomedical-ner-all,,,,,,,,,,,,,,,,,,,,,,,,5,50,111,154,171,117,82,198,235,165,207,427,1003,3193,320
140
+ M-CLIP/XLM-Roberta-Large-Vit-L-14,,,,,,,,,,,,,,,,,,,,,,32,130,554,67,78,45,256,364,188,324,339,776,2446,629,348,307,199
141
+ IDEA-CCNL/Taiyi-CLIP-Roberta-large-326M-Chinese,,,,,,,,,,,,,,,,,,,,,,,,,,,,,140,176,253,237,528,482,498,578,1065,932
142
+ deepset/tapas-large-nq-hn-reader,,8,26,0,1,0,0,29,40,7,29,29,35,24,12,43,33,70,28,203,271,28,19,36,93,111,93,141,243,199,301,294,226,90,145,305,290,251
143
+ dehio/german-qg-t5-e2e-quad,,,34,153,102,127,118,60,88,36,61,58,93,28,37,37,24,21,4,21,24,8,16,46,66,57,54,11,0,9,16,14,5,16,13,973,972,958
144
+ junnyu/roformer_v2_chinese_char_base,,,,,,,,,,,,54,64,97,161,284,25,70,701,131,161,125,42,186,120,0,38,494,305,160,74,139,445,1,39,33,28,113
145
+ microsoft/BiomedVLP-CXR-BERT-specialized,,,,,,,,,,,,,,,,,,,41,56,56,17,43,223,510,0,729,485,362,296,425,453,222,87,305,503,1214,543
146
+ facebook/data2vec-vision-base,,,,,,,,,,,,,,,4,18,44,32,52,205,81,5488,1184,4629,577,205,56,90,565,145,186,1002,155,14,47,21,23,64
147
+ google/t5-efficient-tiny,,,,,,,25,6,226,111,151,32,16,107,68,111,143,28,95,253,88,10,29,54,18,0,62,38,83,32,107,437,493,100,565,87,28,674
148
+ nielsr/sidewalk-semantic-demo,,,,,,,,,,,,,,21,0,0,0,0,7,5,0,1,0,6,6,0,6,3,4,3,235,153,78,115,2716,736,209,131
149
+ Radicalkiddo/DialoGPT-small-Radical,,,,,,,191,163,178,0,145,125,132,42,75,168,197,150,85,508,1082,1538,867,103,118,80,50,57,50,147,51,63,58,100,99,235,117,39
150
+ yarongef/DistilProtBert,,,,,,,,,,,,,,,3,0,0,0,8,23,39,25,120,41,166,0,763,391,1395,553,225,303,158,48,183,478,1449,150
151
+ rinna/japanese-clip-vit-b-16,,,,,,,,,,,,,,,,,,,651,705,378,195,128,133,274,0,256,126,88,383,513,114,417,82,728,1151,169,160
152
+ microsoft/layoutlmv3-large,,,,,,,,,,,,,,,,95,42,42,133,122,114,64,143,288,85,0,111,391,245,382,185,568,107,73,79,261,189,314
153
+ philschmid/tiny-bert-sst2-distilled,,,,,179,0,1,4,1,7,3,5,3,2,401,157,62,273,314,29,8,50,31,18,11,0,197,105,390,838,391,457,453,357,246,462,276,184
154
+ pszemraj/long-t5-tglobal-base-16384-book-summary,,,,,,,,,,,,,,,,,,,,,,,,,,,400,307,375,387,273,240,264,146,399,1477,265,117
155
+ ufal/eleczech-lc-small,,,,,,,,,,,,,,,,2,463,1453,806,140,60,85,24,125,189,0,8,158,13,1,5,1,2,6,1,24,12,
156
+ microsoft/BiomedVLP-CXR-BERT-general,,,,,,,,,,,,,,,,,,16,34,58,10,18,27,68,12,0,135,359,1236,389,36,36,207,29,438,318,678,761
157
+ audeering/wav2vec2-large-robust-12-ft-emotion-msp-dim,,,,,,,,,,,,,,17,0,153,28,86,130,69,78,441,165,227,117,202,314,391,334,111,57,92,96,315,185,264,86,207
158
+ naver-clova-ix/donut-base-finetuned-cord-v2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,68,158,208,388,587,225,355,477,381,375
159
+ RarePizzaDog/Apes_Bot,,,,,,,,,,,,,,104,221,179,208,97,90,130,397,84,343,181,42,86,337,23,198,1550,128,23,159,434,135,241,131,36
160
+ IDEA-CCNL/Taiyi-CLIP-Roberta-102M-Chinese,,,,,,,,,,,,,,,,,,,,,,,,,,,,29,51,72,350,728,403,576,199,506,387,241
161
+ Stancld/longt5-tglobal-large-16384-pubmed-3k_steps,,,,,,,,,,,,,,,,,,,,,,,8,332,251,140,127,115,337,338,347,67,273,383,164,199,259,101
162
+ DaNLP/da-electra-hatespeech-detection,,,,,,,7,0,11,0,13,3,0,0,0,20,0,0,0,31,52,85,2,32,138,25,0,12,219,3,53,417,36,1556,412,1949,632,166
163
+ awvik360/DialoGPT-medium-plemons-04262022,,,,,,,,,,,,,,,,,172,120,126,115,316,66,635,151,0,139,385,24,189,1436,163,87,225,514,92,226,140,32
164
+ EleutherAI/enformer-official-rough,,,,,,,,,,,,,,,,,,,,,,16,72,134,500,505,106,69,173,248,232,308,80,390,61,755,1002,139
165
+ KoboldAI/GPT-Neo-1.3B-Adventure,,,,,,,,,,,80,67,43,73,57,28,9,29,60,20,55,10,56,54,34,36,52,36,83,88,28,143,59,71,100,2210,83,40
166
+ csebuetnlp/mT5_m2m_crossSum,,,,,,,,,,,,,,,,6,28,61,72,86,48,20,156,147,181,66,177,51,471,607,129,257,434,41,137,165,60,34
167
+ Intel/dpt-large-ade,,,,,,,,,,,,25,26,27,35,58,66,87,76,128,191,128,66,147,194,132,180,300,146,243,257,323,393,119,119,102,380,62
168
+ pinkducky/Rachel_Bot,,,,,,,,,,,,116,83,100,10,131,198,138,104,27,348,161,319,141,6,0,329,14,211,1409,123,46,211,274,87,253,122,40
169
+ lingwave-admin/state-op-detector,,,,,,,,,,,,,7,0,0,7,122,273,711,1309,1560,2643,681,1101,765,0,824,381,1734,708,406,256,304,215,433,764,391,119
170
+ naver-clova-ix/donut-base-finetuned-docvqa,,,,,,,,,,,,,,,,,,,,,,,,,,,,5,59,618,266,321,352,167,179,443,272,1515
171
+ Muennighoff/SGPT-5.8B-weightedmean-msmarco-specb-bitfit,,,,,,11,1,44,31,5,5,86,2826,234,368,253,209,416,32,42,13,7,2,2,4,10,44,10,257,17,36,1,1,1,4,696,33,11
172
+ Garsic/DialoGPT-medium-jill,,,,,,,,,,,,,,,64,237,116,47,26,41,6,131,398,196,0,117,342,11,166,1523,114,30,199,519,483,155,193,7
173
+ microsoft/swin-large-patch4-window7-224,,,,,,20,1,1,214,5,7,14,13,19,2,1270,1049,1022,647,740,120,48,54,176,244,0,168,245,338,254,201,315,554,165,232,128,162,318
174
+ chocoduck/Joey_bot,,,,,,,,,,,35,116,68,47,108,42,77,146,106,101,396,21,305,167,0,102,332,17,186,1484,166,56,228,269,111,209,126,38
175
+ stas/tiny-m2m_100,,,,,,,,,,,,,,,,,3,2,192,315,304,243,242,478,414,0,236,260,561,798,373,207,31,12,62,84,52,97
176
+ Wavepaw/DialoGPT-medium-WardenIngo,,,,,,,,,,,,,,,,42,105,49,57,81,426,6,38,165,0,56,319,14,183,1475,107,74,161,477,70,246,122,38
177
+ M-CLIP/XLM-Roberta-Large-Vit-B-16Plus,,,,,,,,,,,,,,,,,,,,,,21,3,47,399,382,265,14,892,141,128,472,1212,257,553,366,258,314
178
+ NonzeroCornet34/DialoGPT-small-hansolo,,,,,,,,,,,,,,,243,148,146,126,81,73,560,17,462,175,0,162,357,16,207,1458,128,50,158,539,135,184,140,33
179
+ srcocotero/bert-large-qa,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1595,1492,60,23,1,1048,21
180
+ darthrussel/DialoGPT-small-homerbot-halfdata,,,,,,,,,,,,,152,86,56,83,138,105,91,67,103,9,487,209,22,158,346,27,180,1464,170,33,233,294,132,217,128,40
181
+ OFA-Sys/OFA-base,,,,,,,,,,,,,,,,,90,21,116,386,459,269,336,61,494,160,102,28,56,100,131,220,178,131,158,123,18,119
182
+ impira/layoutlm-document-qa,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,89,10,20,362,1283,502,801
183
+ facebook/data2vec-audio-large,,,,,,,,,,,,,2,25,12,20,108,22,9,38,67,29,70,6,133,243,195,115,217,97,107,49,9,0,144,285,388,771
184
+ hf-internal-testing/tiny-vilt-random-vqa,,,,,,,,,,,,,,,,,,,,,,13,19,433,567,0,469,395,510,444,681,644,163,56,132,203,203,180
185
+ nielsr/layoutlmv3-finetuned-funsd,,,,,,,,,,,,,,,,,,18,23,24,6,21,38,18,35,0,66,96,85,206,294,302,192,336,279,509,135,136
186
+ bigscience/bloom-1b1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,774,681,197,446,484,139,399
187
+ Salesforce/codegen-6B-mono,,,,,,,,,,,,,,,,,,,,,3,12,5,2,422,204,95,40,511,307,206,619,475,166,199,353,289,1565
188
+ MoritzLaurer/DeBERTa-v3-xsmall-mnli-fever-anli-ling-binary,,33,23,3,22,65,225,32,56,11,8,41,35,43,22,52,174,22,41,51,38,8,19,8,26,52,45,20,105,281,116,256,208,228,199,883,217,295
189
+ MaRiOrOsSi/t5-base-finetuned-question-answering,,,,,,,,,,,,,,78,24,10,5,20,8,31,5,26,65,62,42,245,158,285,438,205,316,269,164,323,217,225,154,75
190
+ Laggrif/DialoGPT-medium-Luke,,,,,,,,,,,,,,,,,,,,,,,,,102,55,945,273,177,0,230,529,300,1150,1310,56,10,21
191
+ madhurjindal/autonlp-Gibberish-Detector-492513457,,11,0,0,6,0,5,3,1,1,0,89,8,33,25,2,6,13,4,1,0,2,4,6,12,0,14,60,104,41,157,120,225,66,461,1432,223,29
192
+ patrickvonplaten/data2vec-audio-base-10m-4-gram,,,,,,,,,,,,,,,,28,5,0,0,0,0,0,0,0,85,0,5,0,4,844,8,0,0,5,0,2178,2418,3
193
+ NHStudios/DialoGPT-small-jake,,,,,,,,,,,,,,,,,,85,107,110,12,54,604,192,9,155,357,17,186,1529,151,56,187,517,135,249,149,36
194
+ makiharukawa/DialoGPT-small-oples,,,,,,,,,,,,,,,,154,89,152,112,107,264,51,156,166,0,0,299,23,201,1548,119,52,203,223,101,238,137,34
195
+ allenai/PRIMERA-multinews,,,,,,,,,,8,9,10,11,38,26,38,2,47,227,220,150,90,169,218,87,164,172,190,116,121,147,144,212,30,31,139,93,135
196
+ l3cube-pune/hing-mbert,,,,,,,,,24,5,0,0,0,0,0,1,3,12,0,7,0,7,0,5,0,0,8,1,5,27,25,29,315,0,143,123,2784,3
197
+ ckiplab/bert-tiny-chinese,,,,,,,,,,,,,,,,,,,14,120,29,28,10,8,8,5,7,6,25,149,61,1133,187,45,339,556,141,11
198
+ google/long-t5-local-base,,,,,,,,,,,,,,,,,,,,,,,,146,684,0,209,225,206,200,273,691,258,47,94,101,47,43
199
+ cmarkea/distilcamembert-base-qa,,,,,,,,57,76,62,41,5,27,23,18,3,38,10,127,197,540,278,150,100,111,27,262,19,39,24,72,50,10,48,307,282,61,512
200
+ google/ddpm-celebahq-256,,,,,,,,,,,,,,,,,,,,,,,,,,,,,69,147,55,81,113,273,327,548,323,236
201
+ yanekyuk/bert-uncased-keyword-extractor,,,,,,,,,,,,,,,,,,,,,,2,47,65,46,0,99,40,17,22,26,29,1692,417,343,509,516,249
202
+ huggingtweets/arstechnica,,,,,,,,,,,,,,,,,,,,,,,,,7,0,0,0,0,212,1256,603,509,138,225,564,245,50
203
+ yiyanghkust/finbert-fls,,,,,,,,,,,,,,,,,,,26,4,2,41,70,154,32,0,1239,329,332,178,300,172,94,22,102,346,164,208
204
+ Jonesy/HomersNightOut,,,,,,,,,,,,,,,,,99,150,8,22,66,19,92,82,0,28,327,20,166,1290,132,49,191,629,201,261,104,2
205
+ microsoft/tapex-large-finetuned-wtq,,,,,,,,,,8,23,9,12,24,18,19,27,58,89,166,555,114,176,66,163,0,116,48,283,95,132,83,8,32,12,297,150,118
206
+ lassl/bert-ko-base,,,,,,,13,60,7,35,22,11,4,0,0,41,72,0,116,130,3,1,67,9,4,0,17,56,23,97,170,487,258,279,474,219,250,589
207
+ csebuetnlp/mT5_m2o_chinese_simplified_crossSum,,,,,,,,,,,,,,,,,158,117,124,198,266,182,143,164,250,157,187,72,180,166,167,115,103,82,123,128,70,22
208
+ microsoft/layoutlmv3-base-chinese,,,,,,,,,,,,,,,,,,,,,,,,105,140,0,174,75,154,178,135,244,164,103,139,180,88,295
209
+ IDEA-CCNL/Wenzhong2.0-GPT2-3.5B-chinese,,,,,,,,,,,,,,,,,,,,,,,,,,,134,177,97,223,182,639,1295,325,405,247,176,136
210
+ voidism/diffcse-roberta-base-sts,,,,,,,,,,,,,,,2,7,63,38,9,14,12,10,2,1,5,0,1,7,6,13,13,97,326,126,711,524,648,426
211
+ KoboldAI/fairseq-dense-6.7B-Shinen,,,,,,,,,,,,,,,24,19,20,21,13,12,9,78,114,107,174,176,156,112,102,160,115,132,110,103,56,231,123,103
212
+ staka/fugumt-en-ja,,,,,,,,,,,,,,,,,,26,152,80,52,8,26,186,305,0,145,198,206,463,225,93,152,19,132,67,102,158
213
+ allenai/tk-instruct-base-def-pos,,,,,,,,,,,,,,,,,,,,34,49,1408,686,874,1274,1309,326,64,151,410,204,156,16,188,191,196,670,123
214
+ staka/fugumt-ja-en,,,,,,,,,,,,,,,,,,16,31,27,66,11,58,10,14,0,88,92,129,52,59,25,51,23,538,398,215,106
215
+ google/long-t5-tglobal-large,,,,,,,,,,,,,,,,,,,,,,,,177,333,0,158,226,207,192,540,207,189,123,61,97,48,22
216
+ hustvl/yolos-base,,,,,,,,,,,,,,,,,1,159,141,199,76,48,69,103,88,0,90,92,139,53,77,478,82,36,162,202,153,332
217
+ deepset/deberta-v3-large-squad2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,155,479,267,325,106,108,281,452,127
218
+ huggingtweets/angelinacho-stillconor-touchofray,,,,,,,,,,,,,,,,,,123,187,195,64,0,3,32,17,0,111,42,87,146,267,420,83,22,153,184,315,340
219
+ TencentGameMate/chinese-hubert-large,,,,,,,,,,,,,,,,,,,,,,72,182,92,70,18,11,111,13,5,35,102,60,93,98,197,303,529
220
+ oliverguhr/fullstop-dutch-punctuation-prediction,,,,,,,,,,,18,58,12,38,1329,17,18,21,10,5,0,0,7,8,350,0,3,8,9,1,0,242,0,5,67,299,425,21
221
+ Helsinki-NLP/opus-mt-tc-big-en-fr,,,,,,,,,,,,,,,84,20,1,20,93,38,15,51,244,76,80,52,75,141,174,35,35,26,39,65,737,529,101,23
222
+ OFA-Sys/OFA-large,,,,,,,,,,,,,,,,,76,26,141,222,93,241,102,21,87,117,215,16,5,8,33,23,56,303,2,53,68,111
223
+ JamesStratford/Pidrow-bot-DialoGPT-Large,,,,,,,,,,,,,,,,,,,,,,,,,,,1200,177,467,1085,211,141,259,294,353,298,162,40
224
+ jonatasgrosman/wav2vec2-xls-r-1b-portuguese,,,,,22,23,26,44,12,16,6,16,22,6,0,143,6,48,91,15,31,1,13,32,30,0,201,46,86,133,89,54,45,109,66,317,21,13
225
+ yangheng/deberta-v3-base-absa-v1.1,,,,,,,,,,,34,63,61,164,193,27,85,39,29,42,30,32,68,20,17,0,53,72,57,124,89,65,54,122,118,85,3162,1234
226
+ naver-clova-ix/donut-base-finetuned-rvlcdip,,,,,,,,,,,,,,,,,,,,,,,,,,,3,5,8,14,13,707,391,17,90,56,79,97
227
+ google/owlvit-large-patch14,,,,,,,,,,,,,,,,,,,,,,,,,,,,,2,0,22,140,68,22,271,1172,417,503
228
+ apple/mobilevit-small,,,,,,,,,,,,,,,,,,,,,,8,16,26,3,23,132,92,65,374,46,85,83,26,233,239,120,151
229
+ KES/T5-TTParser,,,,,,,,,101,6,9,32,23,36,3,31,12,0,0,1,0,680,30,0,7,49,15,1,68,5,0,1,3,3,2,43,1196,2
230
+ Salesforce/codegen-16B-mono,,,,,,,,,,,,,,,,,,,,,7,7,44,22,27,143,61,106,217,129,135,648,110,51,67,323,100,488
231
+ Helsinki-NLP/opus-mt-tc-big-fr-en,,,,,,,,,,,,,,,33,39,56,54,28,61,72,75,11,68,8,54,37,154,52,79,50,52,58,62,142,603,42,18
232
+ voidism/diffcse-bert-base-uncased-sts,,,,,,,,,,,,,,,7,6,137,34,134,50,76,22,16,131,42,0,10,64,11,81,44,163,1387,36,2,7,91,312
233
+ Sheerwin02/DialoGPT-small-isla,,,,,,,,,202,51,82,45,75,106,115,94,90,93,63,91,116,98,100,75,80,63,64,78,67,41,21,43,71,76,137,189,118,35
234
+ patrickramosobf/bert-base-japanese-v2-wrime-fine-tune,,,,,,,,,,,,,,,,,,,,28,7,3,3,3,6,0,34,29,65,632,3,344,25,14,13,26114,40,16
235
+ Salesforce/codegen-6B-multi,,,,,,,,,,,,,,,,,,,,,3,2,0,10,4,45,12,21,10,36,264,545,320,210,223,152,302,1535
236
+ Shakerlicious/DialoGPT-small-raquelbot,,,,,,,,,,,,,,,,,,188,327,136,110,62,156,81,93,26,44,48,67,51,43,47,78,102,218,469,239,48
237
+ anas-awadalla/bert-tiny-finetuned-squad,,,145,117,0,1,6,4,0,0,1,4,1,9,11,5,12,6,3,8,16,21,50,16,4,2,2,0,202,231,81,55,202,343,205,109,84,124
238
+ jjzha/jobspanbert-base-cased,,,,,,,,,,,,,,,,,1,3,1,1,8,7,20,0,2,0,28,52,115,512,197,310,165,5,19,299,118,196
239
+ KoboldAI/GPT-Neo-1.3B-Ramsay,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,94,51,11,36,1179,62,26
240
+ VietAI/vit5-base,,,,,,,,,,,92,0,0,0,0,0,0,0,0,62,28,28,2,66,9,58,21,41,45,33,110,129,166,93,68,219,125,39
241
+ Shakerlicious/DialoGPT-small-descentbot,,,,,,,,,,,,,,,,,,267,325,163,208,78,133,77,84,57,44,40,10,55,46,58,58,98,205,207,239,42
242
+ vanilladucky/Friends_chatting_bot_redefined,,,,,,,,,,,37,63,124,165,80,173,176,126,41,86,177,57,31,77,68,0,50,20,19,41,33,33,45,30,142,186,145,37
243
+ StanfordAIMI/stanford-deidentifier-base,,,,,,,,,,,,,,,,,,,,,,,,,12,3,0,12,231,23,44,180,17,26,176,415,1232,570
244
+ surdan/LaBSE_ner_nerel,,,,,,,,,,,,,,,42,15,12,6,20,14,13,40,113,98,18,0,98,48,30,19,15,57,112,48,275,355,78,47
245
+ Averium/FabioBot,,,,,,,,,,,,,,,,,,,,,,,,,194,228,230,5,94,233,179,75,145,155,191,282,191,
246
+ jimypbr/bert-base-uncased-squad,,,,,,36,20,1,0,13,176,2,14,119,57,2136,21,5,5,66,58,15,533,261,5,0,1,43,17,41,7,15,0,45,981,1958,4,3
247
+ LiYuan/amazon-review-sentiment-analysis,,,,,,,,,,,,,,,,,37,11,5,15,5,3,10,20,6,15,5025,72,109,95,64,88,40,45,317,525,56,45
248
+ oliverguhr/spelling-correction-english-base,,,,,,,,,,,,,,,,,,,,,154,11,81,101,60,0,89,31,137,183,117,88,71,26,99,206,135,196
249
+ thusken/nb-bert-large-user-needs,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,71,89,63,166,153,251,254
250
+ aneuraz/awesome-align-with-co,,,,,,,,,,,,,,,,,3,38,0,45,33,45,35,70,57,9,29,4,103,61,66,18,49,116,47,120,18,13
251
+ IDEA-CCNL/Erlangshen-Roberta-110M-NLI,,,,,,,,,,,,,,,,22,121,52,164,112,19,22,57,11,8,49,3,3,127,55,9,6,8,24,35,158,64,50
252
+ facebook/maskformer-swin-base-coco,,,,,,,,,2,0,0,4,0,21,11,0,0,0,3,6,0,30,0,0,0,0,0,1,1,0,0,0,0,1,0,6,0,1060
253
+ KES/TEC-English,,,,,,,,,,,,,,,,,,,,,,,,,17,61,33,55,177,9,0,7,21,0,2,42,1157,
254
+ Salesforce/codegen-350M-nl,,,,,,,,,,,,,,,,,,,,,2,3,1,2,14,45,96,14,50,55,90,84,62,90,623,191,168,25
255
+ yongjian/wav2vec2-large-a,,,,,,,,,,,,,,,,,,,,,,,,,,,,4,5,0,3,1,6,0,94,78,46,1611
256
+ IDEA-CCNL/Randeng-Pegasus-238M-Summary-Chinese,,,,,,,,,,,,,,,,,,,,,,,,,,27,37,75,52,57,74,37,18,63,216,182,80,28
257
+ sbcBI/sentiment_analysis,,,,,,,,,,,,,,,,6,14,41,33,55,47,44,60,50,38,0,110,36,58,95,58,107,54,71,60,305,81,22
258
+ DLochmelis33/22s-dl-sentiment-1,,,,,,,,,,,,,,,,,,,,,,,,9,4,7,3,16,18,39,4,1,8,6,0,180,684,1
259
+ captainswiftfox/rickandmorty,,,,,,,,,,,,,,,,,,,181,94,119,93,56,75,106,55,41,52,68,41,61,49,45,27,82,230,145,38
260
+ facebook/vit-mae-large,,,4,0,42,75,0,0,1,3,0,1,2,3,3,0,11,42,3,3,11,10,6,22,26,27,50,42,59,63,85,21,9,12,39,91,80,101
261
+ HomerChatbot/DialoGPT-small-homersimpsonbot,,,,,,,,,,,,,,,,,,,,,53,86,75,89,92,97,66,81,118,86,61,51,64,67,116,249,109,46
262
+ turing1729/gpt-neo-1.3B-news,,,,,,49,30,11,84,19,26,10,0,13,1,5,0,7,0,13,0,6,0,0,0,0,0,0,0,0,0,11,5,0,0,0,3,529
263
+ rizkyds/bert-phb,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,36,720,440,375,1187,416,2
264
+ ZeyadAhmed/AraElectra-Arabic-SQuADv2-QA,,,,,,,,,,,,,,,,,,,,,,,,,,,14,11,21,153,15,58,145,155,62,94,75,51
265
+ t8oo/DialoGPT-small-zenigata,,,,,,,,,,,,,,,,,,,,,279,57,79,95,70,0,35,57,56,33,38,57,55,12,108,233,153,37
266
+ facebook/roberta-hate-speech-dynabench-r4-target,,,,,,,,,,,,,,,,,,,,,,,8,35,11,21,61,10,3,9,37,0,41,53,289,210,127,146
267
+ facebook/levit-128S,,,,,,,,,,,,,,,,,,,,,,36,33,35,98,28,66,77,51,95,64,84,49,12,36,46,21,17
268
+ ZipperXYZ/DialoGPT-medium-TheWorldMachineExpressive2,,,,,,,,,,,,,,,,,,,,,,,,,90,26,130,70,74,60,47,51,90,57,117,213,124,38
269
+ RUCAIBox/mvp,,,,,,,,,,,,,,,,,,,,,,3,0,0,77,51,76,48,55,113,160,48,26,11,41,35,36,35
270
+ lizz27/DialoGPT-medium-BaymaxBot,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,103,101,77,82,46,174,297,190,2
271
+ lucataco/DialoGPT-medium-rafa,,,,,,,,,,,,,,,,,,,,,,,164,108,56,0,12,0,24,38,24,43,53,23,180,146,145,36
272
+ wannaphong/wav2vec2-large-xlsr-53-th-cv8-deepcut,,,,,,,,,,,,,,,,,,,,,,,10,0,0,0,0,0,0,0,0,17,6,6,538,10,1421,42
273
+ NikkiTiredAf/DialoGPT-small-billy2,,,,,,,,,,,,,,,,,,,,,,,,,187,87,74,33,112,61,33,48,36,55,99,229,137,31
274
+ facebook/opt-13b,,,,,,,,,,,,,,,,,,,,,,,63,389,107,7,6,4,2,0,2,4,13,0,13,1,10,10
275
+ aypan17/roberta-base-imdb,,,,,,,,30,8,4,2,1,15,25,37,14,7,2,16,1,0,10,16,0,0,21,194,63,0,0,6,0,0,10,9,91,104,16
276
+ bond005/wav2vec2-large-ru-golos,,,,,,,,,,,,,,,,,,,,,,,,,7,43,34,28,7,10,56,17,44,20,30,65,219,29
277
+ Naturealbe/DialoGPT-small-Technoblade,,,,,,,,,,,,,,,,,,,,,,,,,,5,150,78,56,54,37,50,59,57,87,271,136,37
278
+ wvangils/GPT-Medium-Beatles-Lyrics-finetuned-newlyrics,,,,,,,,,,,,,,,,,,,,,,,2,9,37,0,15,24,11,9,1,4,36,2,10,148,422,10
279
+ Browbon/DialoGPT-medium-LucaChangretta,,,,,,,,,,,,,,,,,,,,,,,,61,21,47,49,15,25,35,32,58,55,58,86,231,120,39
280
+ lucataco/DialogGPT-med-Rick,,,,,,,,,,,,,,,,,,,,,,,24,46,3,0,36,0,45,34,22,39,42,21,171,258,135,40
281
+ lucataco/DialoGPT-medium-milo,,,,,,,,,,,,,,,,,,,,,,,26,55,51,0,18,0,40,42,25,39,41,15,148,273,99,31
282
+ crystallyzing/DialoGPT-small-nishikiyama,,,,,,,,,,,,,,,,,,,,,,,,,161,34,43,30,58,35,33,39,44,21,92,204,109,38
283
+ dlicari/Italian-Legal-BERT,,,,,,,,,,,,,,,,,,,,,,,,,,,,8,0,52,63,0,28,16,40,295,33,9
284
+ kalpeshk2011/rankgen-t5-xl-all,,,,,,,,,,,,,,,,,,,,,,,,,,,,,5,3,5,4,0,0,1408,59,365,501
285
+ fxmarty/resnet-tiny-beans,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,59,43,81,0,1,0,49,16,235
286
+ StanfordAIMI/RadBERT,,,,,,,,,,,,,,,,,,4,8,3,0,0,3,5,3,8,4,6,39,9,32,15,27,49,37,204,69,5
287
+ mrm8488/spanish-TinyBERT-betito,,,,,,,,,,37,0,8,1,6,0,0,0,8,0,0,0,0,0,0,0,0,1,0,60,23,0,1,10,3,36,61,136,72
288
+ Lamia/DialoGPT-small-Sundrop,,,,,,,,,,,,,,,,,,,,,,,,,,,,32,9,42,31,61,66,50,117,196,124,41
289
+ MCG-NJU/videomae-base,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,61,49,90,179,5,816,669,1028
290
+ yanekyuk/berturk-uncased-keyword-discriminator,,,,,,,,,,,,,,,,,,,,,,,18,3,6,0,0,98,9,11,13,12,14,73,615,32,4,4
291
+ yanekyuk/bert-uncased-keyword-discriminator,,,,,,,,,,,,,,,,,,,,,,,44,3,2,0,2,44,6,6,6,9,16,63,468,39,15,6
292
+ wannaphong/wav2vec2-large-xlsr-53-th-cv8-newmm,,,,,,,,,,,,,,,,,,,,,,,9,7,1,0,0,0,0,0,0,46,125,18,378,38,80,7
293
+ model-attribution-challenge/opt-350m,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,56,46,5,71,204,111,4
294
+ spital/gpt2-small-czech-cs,,,,,,,,,,,,,,,,,,,,4,11,1,11,0,0,0,0,3,0,5,13,18,13,0,0,21,2,999
295
+ JulesBelveze/t5-small-headline-generator,,,,,,,,,,,,,,,,,,,,,,,,,,11,11,14,33,14,40,35,4,22,8,72,34,32
296
+ tanfiona/unicausal-tok-baseline,,,,,,,,,,,,,,,,,,,,,,,,,,,,5,0,10,0,0,14,0,455,1307,18,8
297
+ StanfordAIMI/stanford-deidentifier-only-i2b2,,,,,,,,,,,,,,,,,,,,,,,,,3,0,0,0,34,34,11,0,0,4,158,544,2,3
298
+ StanfordAIMI/stanford-deidentifier-with-radiology-reports-and-i2b2,,,,,,,,,,,,,,,,,,,,,,,,,3,0,0,0,12,6,3,3,0,4,194,582,9,4
299
+ StanfordAIMI/stanford-deidentifier-only-radiology-reports-augmented,,,,,,,,,,,,,,,,,,,,,,,,,3,0,0,0,49,15,16,6,3,0,129,536,2,1
300
+ saattrupdan/wav2vec2-xls-r-300m-ftspeech,,,,,,,,,,30,23,15,24,8,0,0,68,27,1,7,5,3,0,3,0,0,3,0,0,3,0,0,0,1,0,0,10,7
301
+ StanfordAIMI/stanford-deidentifier-only-radiology-reports,,,,,,,,,,,,,,,,,,,,,,,,,3,0,0,0,4,2,5,6,0,1,121,531,2,1
302
+ adamnik/bert-causality-baseline,,,,,,,,,,,,,,,,,,,,,,,,,,,,,8,11,11,24,5,7,54,778,3,2
303
+ ccdv/lsg-distilcamembert-base-4096,,,,,,,,,,,,,,,3,40,0,0,3,0,5,47,4,0,0,2,0,0,0,0,0,1,0,0,0,90,63,
304
+ kalpeshk2011/rankgen-t5-xl-pg19,,,,,,,,,,,,,,,,,,,,,,,,,,,,,2,0,0,0,5,1,603,0,207,400
305
+ kalpeshk2011/rankgen-t5-large-all,,,,,,,,,,,,,,,,,,,,,,,,,,,,,3,0,0,0,0,3,502,0,220,407
306
+ huggingnft/cryptopunks,,,,,,,,,,,,,,,68,,,,,,,,,,,,,,,,,,,,,,,
307
+ huggingnft/cyberkongz,,,,,,,,,,,,,,,95,,,,,,,,,,,,,,,,,,,,,,,
308
+ gayanin/t5-small-paraphrasing-mlm,,,,,,,,,,2,12,0,0,1,0,1,1,0,0,5,0,0,5,0,0,0,6,1,0,0,4,0,0,1,0,0,3,7
309
+ gayanin/bart-paraphrasing-mlm,,,,,,,,,,2,0,5,7,0,0,6,5,0,6,5,3,0,0,0,0,0,9,3,0,0,4,0,0,0,0,0,0,5
310
+ gayanin/t5-small-med-term-mlm,,,,,,,,,,2,0,1,0,1,0,0,0,0,0,0,0,0,2,0,0,0,0,1,0,0,4,0,0,1,0,0,0,1
311
+ pyronear/rexnet1_3x,,,,,,,,,,,,,,,,,,,,,,,,,,,,2,0,0,0,0,1,0,2,2,2,2
312
+ ArthurZ/tiny-random-bert-sharded,,,,,,,,,,,,,,,,,,,,,,,,1,,,,,,,,,,,,,,
assets/before_2021/model_usage.csv ADDED
The diff for this file is too large to render. See raw diff