g8a9 commited on
Commit
3e2fdcf
β€’
1 Parent(s): 8319d40

Update restart policy and latest results.

Browse files
Files changed (2) hide show
  1. app.py +2 -21
  2. latest_results.tsv +17 -17
app.py CHANGED
@@ -35,19 +35,6 @@ def restart_space():
35
  API.restart_space(repo_id=REPO_ID)
36
 
37
 
38
- # try:
39
- # print(EVAL_REQUESTS_PATH)
40
- # snapshot_download(
41
- # repo_id=QUEUE_REPO,
42
- # local_dir=EVAL_REQUESTS_PATH,
43
- # repo_type="dataset",
44
- # tqdm_class=None,
45
- # etag_timeout=30,
46
- # token=TOKEN,
47
- # )
48
- # except Exception:
49
- # restart_space()
50
-
51
  try:
52
  print("Saving results locally at:", EVAL_RESULTS_PATH)
53
  snapshot_download(
@@ -65,12 +52,6 @@ except Exception:
65
  raw_data, original_df = get_leaderboard_df(EVAL_RESULTS_PATH, EVAL_REQUESTS_PATH, COLS, BENCHMARK_COLS)
66
  leaderboard_df = original_df.copy()
67
 
68
- # (
69
- # finished_eval_queue_df,
70
- # running_eval_queue_df,
71
- # pending_eval_queue_df,
72
- # ) = get_evaluation_queue_df(EVAL_REQUESTS_PATH, EVAL_COLS)
73
-
74
 
75
  # Searching and filtering
76
  def update_table(
@@ -349,6 +330,6 @@ with demo:
349
  )
350
 
351
  scheduler = BackgroundScheduler()
352
- scheduler.add_job(restart_space, "interval", seconds=3600)
353
  scheduler.start()
354
- demo.queue(default_concurrency_limit=40).launch()
 
35
  API.restart_space(repo_id=REPO_ID)
36
 
37
 
 
 
 
 
 
 
 
 
 
 
 
 
 
38
  try:
39
  print("Saving results locally at:", EVAL_RESULTS_PATH)
40
  snapshot_download(
 
52
  raw_data, original_df = get_leaderboard_df(EVAL_RESULTS_PATH, EVAL_REQUESTS_PATH, COLS, BENCHMARK_COLS)
53
  leaderboard_df = original_df.copy()
54
 
 
 
 
 
 
 
55
 
56
  # Searching and filtering
57
  def update_table(
 
330
  )
331
 
332
  scheduler = BackgroundScheduler()
333
+ scheduler.add_job(restart_space, "interval", seconds=7200)
334
  scheduler.start()
335
+ demo.queue(default_concurrency_limit=20).launch()
latest_results.tsv CHANGED
@@ -1,18 +1,18 @@
1
  eval_name Precision Type T Weight type Architecture Model Average ⬆️ Hub License #Params (B) Model sha Hub ❀️ Available on the hub Code Data AMI 2020 Agg AMI 2020 Miso ARC-C Belebele GeNTE Neutralizing HaSpeeDe2 HS HaSpeeDe2 Stereo HateCheck HONEST IronITA Irony IronITA Sarcasm ItaCoLA News Sum SENTIPOLC SQuAD it TruthfulQA XCOPA
2
- 6 meta-llama_Meta-Llama-3-8B-Instruct_bfloat16 bfloat16 fine-tuned πŸ”Ά Delta LlamaForCausalLM "<a target=""_blank"" href=""https://huggingface.co/meta-llama/Meta-Llama-3-8B-Instruct"" style=""color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;"">meta-llama/Meta-Llama-3-8B-Instruct</a>" 58.748316329193344 Meta Llama 3 Community License 8.0 0 True πŸ™ˆ πŸ™ˆ 55.37407439022941 71.59839304531086 42.57679180887372 82.0 32.48322147651007 70.53457622533335 63.09031737569537 81.04353954390334 100.0 68.90825671526659 50.63388859343638 0.2575796842123843 35.87793977181792 44.40535171743039 76.4493013414765 51.688145906790595 71.8
3
- 5 mistralai_Mistral-7B-Instruct-v0.2_bfloat16 bfloat16 fine-tuned πŸ”Ά Delta MistralForCausalLM "<a target=""_blank"" href=""https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2"" style=""color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;"">mistralai/Mistral-7B-Instruct-v0.2</a>" 57.34121935588332 Apache 2.0 7.0 0 True πŸ™ˆ πŸ™ˆ 59.26344649551212 67.03848859411114 44.36860068259386 67.55555555555556 29.12751677852349 70.94842426874283 66.92711073442074 77.91591984780963 100.0 60.340552982611825 52.5864148320762 0.2650337064892725 36.39365330456299 50.86004322897759 67.76589485305061 59.24407318497844 64.2
4
- 7 meta-llama_Meta-Llama-3-8B_bfloat16 bfloat16 pretrained 🟒 Original LlamaForCausalLM "<a target=""_blank"" href=""https://huggingface.co/meta-llama/Meta-Llama-3-8B"" style=""color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;"">meta-llama/Meta-Llama-3-8B</a>" 56.06703915537942 Meta Llama 3 Community License 8.0 0 True πŸ™ˆ πŸ™ˆ 59.167006941608825 65.2988113338495 40.44368600682594 75.88888888888889 29.664429530201343 66.34318803515383 59.665954331496216 80.46901075930542 100.0 55.417040602648825 56.72119925007975 0.27369249994767686 32.8415569535643 41.65027333775969 76.0261495015472 42.068777668572736 71.2
5
- 11 mii-community_zefiro-7b-dpo-ITA_bfloat16 bfloat16 fine-tuned πŸ”Ά Adapter MistralForCausalLM "<a target=""_blank"" href=""https://huggingface.co/mii-community/zefiro-7b-dpo-ITA"" style=""color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;"">mii-community/zefiro-7b-dpo-ITA</a>" 55.965402990833326 Apache 2.0 7.0 0 True πŸ™ˆ πŸ‘ 58.82330921555731 65.29219074291716 44.19795221843004 66.11111111111111 29.395973154362416 66.42034413085725 62.04374417717792 82.92405607588724 100.0 59.58686440677966 54.61088096497907 0.15622781170005148 35.73603929970904 40.115316478607326 74.25556784297711 43.342273213113806 68.4
6
- 12 mii-community_zefiro-7b-sft-ITA_bfloat16 bfloat16 fine-tuned πŸ”Ά Adapter MistralForCausalLM "<a target=""_blank"" href=""https://huggingface.co/mii-community/zefiro-7b-sft-ITA"" style=""color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;"">mii-community/zefiro-7b-sft-ITA</a>" 55.49594502634554 Apache 2.0 7.0 0 True πŸ™ˆ πŸ‘ 59.05979939301703 65.1057440915327 42.491467576791806 68.11111111111111 26.845637583892618 66.26712374430319 62.8192509112937 82.66496052951742 100.0 52.30611640858258 51.83751520046043 0.1357069141230042 34.79253286178762 46.95941666858784 74.51464966490876 42.52003278796419 67.0
7
- 10 mii-community_zefiro-7b-base-ITA_bfloat16 bfloat16 fine-tuned πŸ”Ά Delta MistralForCausalLM "<a target=""_blank"" href=""https://huggingface.co/mii-community/zefiro-7b-base-ITA"" style=""color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;"">mii-community/zefiro-7b-base-ITA</a>" 55.00699465875708 Apache 2.0 7.0 0 True πŸ™ˆ πŸ‘ 58.26528760660498 64.28826512391971 41.04095563139932 58.77777777777777 27.651006711409398 63.41040091554036 60.20187319698322 83.36773972540995 100.0 59.61581980369971 57.22956187895212 0.21630746589700614 34.14146108746794 38.60348969137316 75.51969438076942 46.18926820166605 66.60000000000001
8
- 4 mistralai_Mistral-7B-v0.1_bfloat16 bfloat16 pretrained 🟒 Original MistralForCausalLM "<a target=""_blank"" href=""https://huggingface.co/mistralai/Mistral-7B-v0.1"" style=""color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;"">mistralai/Mistral-7B-v0.1</a>" 54.53886941414389 Apache 2.0 7.0 0 True πŸ™ˆ πŸ™ˆ 57.328824884373255 65.894796072133 41.12627986348123 65.55555555555556 29.395973154362416 60.74292449685459 58.40138983607699 81.20893551611952 100.0 55.21599398531273 56.0842910054169 0.21650562273812077 33.95578203972551 38.248077168561004 74.9929389324236 43.192511907311555 65.60000000000001
9
- 13 swap-uniba_LLaMAntino-2-chat-13b-hf-ITA_bfloat16 bfloat16 fine-tuned πŸ”Ά Adapter LlamaForCausalLM "<a target=""_blank"" href=""https://huggingface.co/swap-uniba/LLaMAntino-2-chat-13b-hf-ITA"" style=""color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;"">swap-uniba/LLaMAntino-2-chat-13b-hf-ITA</a>" 54.11970329791716 Llama 2 Community License 13.0 0 True πŸ™ˆ πŸ‘ 61.10842468417231 65.37114603439397 39.16382252559727 60.22222222222222 25.369127516778523 69.19701593869706 58.47240303675274 81.91924285348375 100.0 60.50989600805099 52.82407691311843 0.14705407414144434 23.961182038838874 33.936431374370564 72.99623578596571 44.43667505800782 70.39999999999999
10
- 9 meta-llama_Llama-2-13b-hf_bfloat16 bfloat16 pretrained 🟒 Original LlamaForCausalLM "<a target=""_blank"" href=""https://huggingface.co/meta-llama/Llama-2-13b-hf"" style=""color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;"">meta-llama/Llama-2-13b-hf</a>" 51.53259991565551 Llama 2 Community License 13.0 0 True πŸ™ˆ πŸ™ˆ 55.5211353099392 59.73745072519405 39.67576791808874 49.77777777777778 24.295302013422816 56.705263521819575 55.58451703385505 75.35374357525852 100.0 49.6392951529161 51.32659342493766 0.15611794645515564 34.99992804182015 35.591589638147205 75.37248669035945 42.917229796152284 69.39999999999999
11
- 15 swap-uniba_LLaMAntino-2-13b-hf-ITA_bfloat16 bfloat16 fine-tuned πŸ”Ά Adapter LlamaForCausalLM "<a target=""_blank"" href=""https://huggingface.co/swap-uniba/LLaMAntino-2-13b-hf-ITA"" style=""color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;"">swap-uniba/LLaMAntino-2-13b-hf-ITA</a>" 51.398892791161465 Llama 2 Community License 13.0 0 True πŸ™ˆ πŸ‘ 56.91493042765838 60.79803569083185 38.395904436860064 52.22222222222223 24.563758389261743 59.591680814940574 53.72166074176572 68.63908831908832 100.0 53.8835564536499 55.220925077582386 0.24355772539252643 23.46778181911886 37.868993755237724 74.32140387879224 42.12767769734223 71.8
12
- 3 g8a9_tweety-mistral-7b_bfloat16 bfloat16 fine-tuned πŸ”Ά Delta MistralForCausalLM "<a target=""_blank"" href=""https://huggingface.co/g8a9/tweety-mistral-7b"" style=""color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;"">g8a9/tweety-mistral-7b</a>" 48.30841019247476 Apache 2.0 7.0 0 True πŸ‘ πŸ‘ 51.45449792748049 56.83712780075503 38.310580204778155 49.77777777777778 26.308724832214764 56.756734367216744 54.259763500716296 64.359704127708 100.0 48.96104026840812 49.87333014539054 0.12625704978630167 18.72596344839197 30.051768572855263 64.28422203983018 37.75548120876116 73.4
13
- 8 meta-llama_Llama-2-7b-hf_bfloat16 bfloat16 pretrained 🟒 Original LlamaForCausalLM "<a target=""_blank"" href=""https://huggingface.co/meta-llama/Llama-2-7b-hf"" style=""color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;"">meta-llama/Llama-2-7b-hf</a>" 47.88766168947672 Llama 2 Community License 7.0 0 True πŸ™ˆ πŸ™ˆ 50.167656275074535 58.36785332162082 34.8976109215017 36.0 24.832214765100673 51.08771929824562 54.388067109409945 68.27095354111434 100.0 47.98695094164673 52.28499188648629 0.1232306318769991 33.83386905556545 28.13533353128773 68.54722302033736 39.16657442183617 66.0
14
- 14 swap-uniba_LLaMAntino-2-7b-hf-ITA_bfloat16 bfloat16 fine-tuned πŸ”Ά Adapter LlamaForCausalLM "<a target=""_blank"" href=""https://huggingface.co/swap-uniba/LLaMAntino-2-7b-hf-ITA"" style=""color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;"">swap-uniba/LLaMAntino-2-7b-hf-ITA</a>" 45.77323088190624 Llama 2 Community License 7.0 0 True πŸ™ˆ πŸ‘ 50.55555555555556 53.96398030216369 33.532423208191126 35.0 24.295302013422816 45.45927084511112 48.916213374427244 63.034868799504395 100.0 49.374306621370714 47.508286764686886 0.12030506441959186 24.681836570629475 24.100219820665426 69.11938518934485 40.482970862913184 68.0
15
- 0 sapienzanlp_Minerva-3B-base-v1.0_bfloat16 bfloat16 pretrained 🟒 Original MistralForCausalLM "<a target=""_blank"" href=""https://huggingface.co/sapienzanlp/Minerva-3B-base-v1.0"" style=""color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;"">sapienzanlp/Minerva-3B-base-v1.0</a>" 41.83701792171881 Apache 2.0 3.0 0 True πŸ™ˆ πŸ‘ 49.23359098650596 52.79773093447906 30.97269624573379 24.333333333333336 23.221476510067113 48.934170047390545 45.62087699981554 48.50152328821496 100.0 45.47176216254846 46.937293275884066 -0.033345460872866474 22.064438703049753 23.965207913141235 43.23710703078177 37.371442699147025 68.60000000000001
16
- 16 swap-uniba_LLaMAntino-2-chat-7b-hf-ITA_bfloat16 bfloat16 fine-tuned πŸ”Ά Adapter LlamaForCausalLM "<a target=""_blank"" href=""https://huggingface.co/swap-uniba/LLaMAntino-2-chat-7b-hf-ITA"" style=""color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;"">swap-uniba/LLaMAntino-2-chat-7b-hf-ITA</a>" 39.41202334600491 Llama 2 Community License 7.0 0 True πŸ™ˆ πŸ‘ 46.2034115499462 45.34461746324341 29.266211604095567 28.111111111111107 23.758389261744966 42.88181951386289 42.392736217028414 46.58756852047553 100.0 41.699322128331325 45.99082660952828 0.006128977707520721 8.108838055814852 9.097213196911147 58.875305188040464 39.880897484241906 61.8
17
- 2 sapienzanlp_Minerva-1B-base-v1.0_bfloat16 bfloat16 pretrained 🟒 Original MistralForCausalLM "<a target=""_blank"" href=""https://huggingface.co/sapienzanlp/Minerva-1B-base-v1.0"" style=""color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;"">sapienzanlp/Minerva-1B-base-v1.0</a>" 38.91315019063004 Apache 2.0 1.0 0 True πŸ™ˆ πŸ‘ 48.12085869829324 54.850361197110416 24.573378839590443 22.666666666666664 26.44295302013423 49.56106111987823 46.22580429357212 49.08730795600027 100.0 45.20836949340911 47.013888888888886 0.040313621284920456 14.386315956732856 16.24451875278343 17.353822380105154 39.74793235626088 60.0
18
- 1 sapienzanlp_Minerva-350M-base-v1.0_bfloat16 bfloat16 pretrained 🟒 Original MistralForCausalLM "<a target=""_blank"" href=""https://huggingface.co/sapienzanlp/Minerva-350M-base-v1.0"" style=""color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;"">sapienzanlp/Minerva-350M-base-v1.0</a>" 37.29084548916654 Apache 2.0 0.35 0 True πŸ™ˆ πŸ‘ 45.17543859649123 37.91598801552352 24.40273037542662 22.88888888888889 53.8255033557047 42.03399318323408 40.00324919625145 46.79714365710485 100.0 38.049817139468225 44.255424938736375 -0.01382899490742639 10.341357559414417 22.94165519039672 4.978320972441255 43.74869124165633 56.599999999999994
 
1
  eval_name Precision Type T Weight type Architecture Model Average ⬆️ Hub License #Params (B) Model sha Hub ❀️ Available on the hub Code Data AMI 2020 Agg AMI 2020 Miso ARC-C Belebele GeNTE Neutralizing HaSpeeDe2 HS HaSpeeDe2 Stereo HateCheck HONEST IronITA Irony IronITA Sarcasm ItaCoLA News Sum SENTIPOLC SQuAD it TruthfulQA XCOPA
2
+ 0 swap-uniba_LLaMAntino-3-ANITA-8B-Inst-DPO-ITA_? ? ? Unknown LlamaForCausalLM "<a target=""_blank"" href=""https://huggingface.co/swap-uniba/LLaMAntino-3-ANITA-8B-Inst-DPO-ITA"" style=""color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;"">swap-uniba/LLaMAntino-3-ANITA-8B-Inst-DPO-ITA</a>" 59.925692200303324 0 True ? ? 49.61934617107031 73.58604698054239 56.484641638225256 83.55555555555556 33.8255033557047 72.24399819126907 61.627116844508144 80.51511613552358 100.0 67.79529918401192 46.19514665929917 0.24261234404280246 33.783978293075634 46.49499761664646 71.27317142821833 68.09423700746308 73.4
3
+ 9 mistralai_Mistral-7B-Instruct-v0.2_? ? ? Unknown MistralForCausalLM "<a target=""_blank"" href=""https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2"" style=""color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;"">mistralai/Mistral-7B-Instruct-v0.2</a>" 57.57154925481929 0 True ? ? 61.95096430524839 66.42194008585093 44.36860068259386 67.22222222222223 29.12751677852349 71.07491292799637 67.27017961567233 78.40873056250285 100.0 59.16469471738617 55.53851376330874 0.27708420363666786 36.377962201593874 50.02052664310759 68.04841543730598 59.24407318497844 64.2
4
+ 2 mii-community_zefiro-7b-dpo-ITA_? ? ? Unknown MistralForCausalLM "<a target=""_blank"" href=""https://huggingface.co/mii-community/zefiro-7b-dpo-ITA"" style=""color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;"">mii-community/zefiro-7b-dpo-ITA</a>" 55.96825697198048 0 True ? ? 59.97920997920998 66.14027143881808 44.19795221843004 65.88888888888889 29.798657718120808 66.93068606112085 61.46209894750329 82.83622905315102 100.0 58.523449206965395 54.918191698733956 0.22337556862808253 35.66642647158017 38.80971929318383 74.34293876621986 43.34227321311386 68.4
5
+ 7 meta-llama_Meta-Llama-3-8B_? ? ? Unknown LlamaForCausalLM "<a target=""_blank"" href=""https://huggingface.co/meta-llama/Meta-Llama-3-8B"" style=""color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;"">meta-llama/Meta-Llama-3-8B</a>" 55.933099551030125 0 True ? ? 60.02710027100271 63.14678395603251 40.529010238907844 76.0 29.53020134228188 65.30297764359561 59.541073390095356 79.81131536880565 100.0 57.31801541230962 56.750548188367965 0.2786244415689118 32.93607461627173 39.93136214294286 76.49082768675667 42.06877766857276 71.2
6
+ 10 mii-community_zefiro-7b-base-ITA_? ? ? Unknown MistralForCausalLM "<a target=""_blank"" href=""https://huggingface.co/mii-community/zefiro-7b-base-ITA"" style=""color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;"">mii-community/zefiro-7b-base-ITA</a>" 55.286768709834995 0 True ? ? 60.14362403797995 64.54082375784897 40.955631399317404 58.55555555555556 28.456375838926174 66.12858980217781 59.74063711314884 82.46753086246828 100.0 59.05311714498798 57.8863223808017 0.09963712635854956 34.19887652648641 39.18986054178559 75.6692177776856 46.18926820166605 66.60000000000001
7
+ 15 mii-community_zefiro-7b-sft-ITA_? ? ? Unknown MistralForCausalLM "<a target=""_blank"" href=""https://huggingface.co/mii-community/zefiro-7b-sft-ITA"" style=""color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;"">mii-community/zefiro-7b-sft-ITA</a>" 55.135348610310785 0 True ? ? 60.458679319889285 63.51256529535591 42.32081911262799 67.77777777777779 27.248322147651006 65.72752014372092 60.158604473839915 83.05031763559394 100.0 52.69566548195397 51.630329924754 0.08940878967203518 34.80608014621687 43.75098014181036 74.55382319645513 42.52003278796414 67.0
8
+ 1 mistralai_Mistral-7B-v0.1_? ? ? Unknown MistralForCausalLM "<a target=""_blank"" href=""https://huggingface.co/mistralai/Mistral-7B-v0.1"" style=""color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;"">mistralai/Mistral-7B-v0.1</a>" 54.550973703693096 0 True ? ? 60.52050697114497 63.66158365032981 41.21160409556314 65.66666666666666 29.53020134228188 60.38816689466484 57.907599364752336 80.59264657366079 100.0 55.23299236027556 55.67900219124808 0.131895692851752 34.09475870496535 38.87141003943634 75.08500650762954 43.19251190731156 65.60000000000001
9
+ 14 swap-uniba_LLaMAntino-2-chat-13b-hf-ITA_? ? ? Unknown LlamaForCausalLM "<a target=""_blank"" href=""https://huggingface.co/swap-uniba/LLaMAntino-2-chat-13b-hf-ITA"" style=""color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;"">swap-uniba/LLaMAntino-2-chat-13b-hf-ITA</a>" 53.88562700961127 0 True ? ? 61.41230947327803 64.77739009492042 39.07849829351536 60.44444444444444 25.503355704697988 67.1548291501024 59.101414060364085 81.83763297921335 100.0 57.92048929663609 52.2777996043644 0.1015435288181161 23.81691473597593 34.69232896418751 73.10003377486571 44.43667505800782 70.39999999999999
10
+ 6 swap-uniba_LLaMAntino-2-13b-hf-ITA_? ? ? Unknown LlamaForCausalLM "<a target=""_blank"" href=""https://huggingface.co/swap-uniba/LLaMAntino-2-13b-hf-ITA"" style=""color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;"">swap-uniba/LLaMAntino-2-13b-hf-ITA</a>" 51.26001015437534 0 True ? ? 56.79723502304148 60.93495016444478 38.56655290102389 52.33333333333333 24.697986577181208 57.1976786986929 54.2447910290625 68.16391542846057 100.0 56.51605280366516 51.571111501558086 0.16387751408972254 23.495330157527007 38.60258050721683 74.20709928774112 42.12767769734222 71.8
11
+ 13 meta-llama_Llama-2-13b-hf_? ? ? Unknown LlamaForCausalLM "<a target=""_blank"" href=""https://huggingface.co/meta-llama/Llama-2-13b-hf"" style=""color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;"">meta-llama/Llama-2-13b-hf</a>" 51.16172039685661 0 True ? ? 53.24565637065637 59.32319654843206 39.93174061433447 49.666666666666664 24.295302013422816 54.13600451447075 54.88702987697715 74.1483219663718 100.0 50.34584608393744 49.636673785442774 0.11758183179468357 35.09699883531247 37.37259554778931 75.22840229480128 42.91722979615231 69.39999999999999
12
+ 5 g8a9_tweety-mistral-7b_? ? ? Unknown MistralForCausalLM "<a target=""_blank"" href=""https://huggingface.co/g8a9/tweety-mistral-7b"" style=""color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;"">g8a9/tweety-mistral-7b</a>" 48.37800669811661 0 True ? ? 56.17170479302832 56.423255312264054 37.96928327645051 49.666666666666664 27.91946308724832 53.70259637851317 53.57434872305199 64.41588573083048 100.0 50.21506876304183 49.42973129711966 0.11006633622278786 18.81035591897043 28.46426204947685 64.39794432633592 37.75548120876122 73.4
13
+ 4 meta-llama_Llama-2-7b-hf_? ? ? Unknown LlamaForCausalLM "<a target=""_blank"" href=""https://huggingface.co/meta-llama/Llama-2-7b-hf"" style=""color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;"">meta-llama/Llama-2-7b-hf</a>" 47.26821759114118 0 True ? ? 50.26836062232489 57.089775606014214 35.153583617747444 36.11111111111111 25.100671140939596 49.33536331841416 51.73318260900284 67.35406316275402 100.0 47.63910390674802 48.347086153434084 0.036528464070504335 33.756452251726735 27.82288694076669 68.6449557225095 39.16657442183614 66.0
14
+ 8 swap-uniba_LLaMAntino-2-7b-hf-ITA_? ? ? Unknown LlamaForCausalLM "<a target=""_blank"" href=""https://huggingface.co/swap-uniba/LLaMAntino-2-7b-hf-ITA"" style=""color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;"">swap-uniba/LLaMAntino-2-7b-hf-ITA</a>" 45.2518617559276 0 True ? ? 51.11111111111111 53.267951636107355 33.70307167235495 34.66666666666667 24.295302013422816 45.514286626950536 47.59019966407009 60.855425171736485 100.0 47.55193616643805 46.04838972288254 0.043130721156949686 24.582547279426233 22.260015178994326 69.30864535653794 40.48297086291322 68.0
15
+ 12 sapienzanlp_Minerva-3B-base-v1.0_? ? ? Unknown MistralForCausalLM "<a target=""_blank"" href=""https://huggingface.co/sapienzanlp/Minerva-3B-base-v1.0"" style=""color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;"">sapienzanlp/Minerva-3B-base-v1.0</a>" 41.485187669928465 0 True ? ? 49.875480140137604 52.15633707230505 30.97269624573379 24.333333333333336 23.08724832214765 48.93622623624203 45.71528801169143 47.43110547988597 100.0 43.13118956315911 45.77114427860697 -0.015363788820154219 21.8700732759084 23.020245154283693 42.99174436502196 37.371442699146954 68.60000000000001
16
+ 3 swap-uniba_LLaMAntino-2-chat-7b-hf-ITA_? ? ? Unknown LlamaForCausalLM "<a target=""_blank"" href=""https://huggingface.co/swap-uniba/LLaMAntino-2-chat-7b-hf-ITA"" style=""color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;"">swap-uniba/LLaMAntino-2-chat-7b-hf-ITA</a>" 38.997012161113425 0 True ? ? 47.32809806550469 43.776841477788466 29.180887372013654 28.111111111111107 23.48993288590604 41.57668822526659 41.556830771361305 44.984357634264406 100.0 41.716872329343005 43.53102430893341 -0.02574637563194932 8.269309204888462 9.339380225529704 58.43272201840739 39.880897484241935 61.8
17
+ 16 sapienzanlp_Minerva-1B-base-v1.0_? ? ? Unknown MistralForCausalLM "<a target=""_blank"" href=""https://huggingface.co/sapienzanlp/Minerva-1B-base-v1.0"" style=""color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;"">sapienzanlp/Minerva-1B-base-v1.0</a>" 38.906733116823304 0 True ? ? 50.76172656624852 53.84641914146224 24.573378839590443 22.666666666666664 26.57718120805369 48.25128927047713 44.581537708222804 50.10425395808837 100.0 46.49541549308013 45.46046920890855 0.022249590030925144 14.27287574762189 16.571464690513597 17.48160254077023 39.747932356260876 60.0
18
+ 11 sapienzanlp_Minerva-350M-base-v1.0_? ? ? Unknown MistralForCausalLM "<a target=""_blank"" href=""https://huggingface.co/sapienzanlp/Minerva-350M-base-v1.0"" style=""color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;"">sapienzanlp/Minerva-350M-base-v1.0</a>" 36.95204565967993 0 True ? ? 45.17543859649123 35.72145622912868 24.40273037542662 22.88888888888889 52.75167785234899 41.92832319168979 40.67042217927179 46.277755136438564 100.0 36.23277134884009 43.223117993157416 -0.036868413829916326 10.308018221966565 23.388373345290127 4.903980027793706 43.7486912416563 56.599999999999994