{"source":"Quelle IA, le classement des modèles de langage","page":"https://quelleia.com/benchmarks/mmlu/","edition":"2026-W40","date":"2026-09-28","echelle":"score_publie est le score de la source, dans son unité. score_0_1 est ce score ramené entre 0 et 1 pour le calcul. niveau_suggere est le score IA que cette seule mesure indique : 100 pour le meilleur modèle au lancement du site, 50 pour GPT-4o de novembre 2024. difficulte est le score IA d'un modèle qui obtient la moitié (score_0_1 = 0,5), pente la raideur de la courbe.","licence":"Réutilisation libre en citant « Quelle IA, quelleia.com » et la date de l'édition. Les mesures renvoient à leurs sources d'origine.","benchmark":{"id":"mmlu","nom":"MMLU","tache":"autre","etat":"archive","echelle":"unite","modeles":127,"poids_general":0,"difficulte":12.2,"pente":0.031,"en_une_phrase":"Des milliers de questions à choix multiples sur 57 matières, du lycée au niveau professionnel : droit, médecine, histoire, physique.","notation":"Part de bonnes réponses à quatre choix ; le hasard donne 25 %.","limites":"Saturé autour de 90 %, présent dans les données d'entraînement et entaché de quelques questions erronées. Il ne départage plus les modèles récents.","mainteneur":"Hendrycks et al. (UC Berkeley, 2020)","url":"https://github.com/hendrycks/test","verifie":true},"tache":{"id":"autre","nom":"Tests historiques","poids_general":0,"benchmarks_actifs":0},"modeles_mesures":127,"mesures":217,"classement":[{"rang":1,"modele":"gpt-4o-nov-2024","nom":"GPT-4o (Nov 2024)","editeur":"OpenAI","page":"https://quelleia.com/modeles/gpt-4o-nov-2024/","score_publie":0.881,"score_0_1":0.8413,"niveau_suggere":66.1,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":2,"modele":"claude-3-5-sonnet-october-2024","nom":"Claude 3.5 Sonnet (October 2024)","editeur":"Anthropic","page":"https://quelleia.com/modeles/claude-3-5-sonnet-october-2024/","score_publie":0.873,"score_0_1":0.8307,"niveau_suggere":63.6,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":3,"modele":"deepseek-v3","nom":"DeepSeek-V3","editeur":"DeepSeek","page":"https://quelleia.com/modeles/deepseek-v3/","score_publie":0.872,"score_0_1":0.8293,"niveau_suggere":63.3,"reflexion":"inconnue","harnais":null,"configurations_mesurees":2,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":4,"modele":"gemini-1-5-pro-sept-2024","nom":"Gemini 1.5 Pro (Sept 2024)","editeur":"Google DeepMind","page":"https://quelleia.com/modeles/gemini-1-5-pro-sept-2024/","score_publie":0.869,"score_0_1":0.8253,"niveau_suggere":62.4,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":5,"modele":"claude-3-5-sonnet","nom":"Claude 3.5 Sonnet","editeur":"Anthropic","page":"https://quelleia.com/modeles/claude-3-5-sonnet/","score_publie":0.865,"score_0_1":0.82,"niveau_suggere":61.2,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":6,"modele":"gpt-4-mar-2023","nom":"GPT-4 (Mar 2023)","editeur":"OpenAI","page":"https://quelleia.com/modeles/gpt-4-mar-2023/","score_publie":0.864,"score_0_1":0.8187,"niveau_suggere":60.9,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":7,"modele":"llama-3-3-70b","nom":"Llama 3.3 70B","editeur":"Meta AI","page":"https://quelleia.com/modeles/llama-3-3-70b/","score_publie":0.863,"score_0_1":0.8173,"niveau_suggere":60.6,"reflexion":"inconnue","harnais":null,"configurations_mesurees":2,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":8,"modele":"gemini-1-5-pro-may-2024","nom":"Gemini 1.5 Pro (May 2024)","editeur":"Google DeepMind","page":"https://quelleia.com/modeles/gemini-1-5-pro-may-2024/","score_publie":0.859,"score_0_1":0.812,"niveau_suggere":59.5,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":9,"modele":"qwen2-5-72b","nom":"Qwen2.5-72B","editeur":"Alibaba","page":"https://quelleia.com/modeles/qwen2-5-72b/","score_publie":0.853,"score_0_1":0.804,"niveau_suggere":57.8,"reflexion":"inconnue","harnais":null,"configurations_mesurees":3,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":10,"modele":"phi-4","nom":"Phi-4","editeur":"Microsoft","page":"https://quelleia.com/modeles/phi-4/","score_publie":0.848,"score_0_1":0.7973,"niveau_suggere":56.5,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":11,"modele":"claude-3-opus","nom":"Claude 3 Opus","editeur":"Anthropic","page":"https://quelleia.com/modeles/claude-3-opus/","score_publie":0.846,"score_0_1":0.7947,"niveau_suggere":56,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":12,"modele":"llama-3-1-405b","nom":"Llama 3.1-405B","editeur":"Meta AI","page":"https://quelleia.com/modeles/llama-3-1-405b/","score_publie":0.845,"score_0_1":0.7933,"niveau_suggere":55.7,"reflexion":"inconnue","harnais":null,"configurations_mesurees":2,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":13,"modele":"gpt-4o-aug-2024","nom":"GPT-4o (Aug 2024)","editeur":"OpenAI","page":"https://quelleia.com/modeles/gpt-4o-aug-2024/","score_publie":0.843,"score_0_1":0.7907,"niveau_suggere":55.2,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":14,"modele":"gpt-4o-may-2024","nom":"GPT-4o (May 2024)","editeur":"OpenAI","page":"https://quelleia.com/modeles/gpt-4o-may-2024/","score_publie":0.842,"score_0_1":0.7893,"niveau_suggere":54.9,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":15,"modele":"gemini-1-5-pro-feb-2024","nom":"Gemini 1.5 Pro (Feb 2024)","editeur":"Google DeepMind","page":"https://quelleia.com/modeles/gemini-1-5-pro-feb-2024/","score_publie":0.827,"score_0_1":0.7693,"niveau_suggere":51.2,"reflexion":"inconnue","harnais":null,"configurations_mesurees":2,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":16,"modele":"gpt-4-jun-2023","nom":"GPT-4 (Jun 2023)","editeur":"OpenAI","page":"https://quelleia.com/modeles/gpt-4-jun-2023/","score_publie":0.824,"score_0_1":0.7653,"niveau_suggere":50.4,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":16,"modele":"qwen2-72b","nom":"Qwen2-72B","editeur":"Alibaba","page":"https://quelleia.com/modeles/qwen2-72b/","score_publie":0.824,"score_0_1":0.7653,"niveau_suggere":50.4,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":18,"modele":"amazon-nova-pro","nom":"Amazon Nova Pro","editeur":"Amazon","page":"https://quelleia.com/modeles/amazon-nova-pro/","score_publie":0.82,"score_0_1":0.76,"niveau_suggere":49.5,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":19,"modele":"gpt-4o-mini","nom":"GPT-4o mini","editeur":"OpenAI","page":"https://quelleia.com/modeles/gpt-4o-mini/","score_publie":0.818,"score_0_1":0.7573,"niveau_suggere":49,"reflexion":"inconnue","harnais":null,"configurations_mesurees":2,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":20,"modele":"gpt-4-turbo-apr-2024","nom":"GPT-4 Turbo (Apr 2024)","editeur":"OpenAI","page":"https://quelleia.com/modeles/gpt-4-turbo-apr-2024/","score_publie":0.813,"score_0_1":0.7507,"niveau_suggere":47.8,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":21,"modele":"llama-3-2-90b","nom":"Llama 3.2 90B","editeur":"Meta AI","page":"https://quelleia.com/modeles/llama-3-2-90b/","score_publie":0.803,"score_0_1":0.7373,"niveau_suggere":45.6,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":22,"modele":"llama-3-1-70b","nom":"Llama 3.1-70B","editeur":"Meta AI","page":"https://quelleia.com/modeles/llama-3-1-70b/","score_publie":0.801,"score_0_1":0.7347,"niveau_suggere":45.1,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":23,"modele":"mistral-large-2-jul-2024","nom":"Mistral Large 2 (Jul 2024)","editeur":"Mistral AI","page":"https://quelleia.com/modeles/mistral-large-2-jul-2024/","score_publie":0.8,"score_0_1":0.7333,"niveau_suggere":44.9,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":24,"modele":"qwen2-5-14b","nom":"Qwen2.5-14B","editeur":"Alibaba","page":"https://quelleia.com/modeles/qwen2-5-14b/","score_publie":0.799,"score_0_1":0.732,"niveau_suggere":44.7,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":25,"modele":"gemini-2-0-flash-dec-2024","nom":"Gemini 2.0 Flash (Dec 2024)","editeur":"Google DeepMind","page":"https://quelleia.com/modeles/gemini-2-0-flash-dec-2024/","score_publie":0.797,"score_0_1":0.7293,"niveau_suggere":44.3,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":26,"modele":"gpt-4-turbo-nov-2023","nom":"GPT-4 Turbo (Nov 2023)","editeur":"OpenAI","page":"https://quelleia.com/modeles/gpt-4-turbo-nov-2023/","score_publie":0.796,"score_0_1":0.728,"niveau_suggere":44,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":27,"modele":"yi-large","nom":"Yi-Large","editeur":"01.AI","page":"https://quelleia.com/modeles/yi-large/","score_publie":0.793,"score_0_1":0.724,"niveau_suggere":43.4,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":27,"modele":"llama-3-70b","nom":"Llama 3-70B","editeur":"Meta AI","page":"https://quelleia.com/modeles/llama-3-70b/","score_publie":0.793,"score_0_1":0.724,"niveau_suggere":43.4,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":29,"modele":"qwen2-5-coder-32b","nom":"Qwen2.5-Coder-32B","editeur":"Alibaba","page":"https://quelleia.com/modeles/qwen2-5-coder-32b/","score_publie":0.791,"score_0_1":0.7213,"niveau_suggere":43,"reflexion":"inconnue","harnais":null,"configurations_mesurees":2,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":30,"modele":"claude-2","nom":"Claude 2","editeur":"Anthropic","page":"https://quelleia.com/modeles/claude-2/","score_publie":0.785,"score_0_1":0.7133,"niveau_suggere":41.7,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":31,"modele":"deepseek-v2-moe-236b-may-2024","nom":"DeepSeek-V2 (MoE-236B, May 2024)","editeur":"DeepSeek","page":"https://quelleia.com/modeles/deepseek-v2-moe-236b-may-2024/","score_publie":0.784,"score_0_1":0.712,"niveau_suggere":41.5,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":32,"modele":"phi-3-medium-14b","nom":"phi-3-medium 14B","editeur":"Microsoft","page":"https://quelleia.com/modeles/phi-3-medium-14b/","score_publie":0.78,"score_0_1":0.7067,"niveau_suggere":40.6,"reflexion":"inconnue","harnais":null,"configurations_mesurees":3,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":33,"modele":"gemini-1-5-flash-may-2024","nom":"Gemini 1.5 Flash (May 2024)","editeur":"Google DeepMind","page":"https://quelleia.com/modeles/gemini-1-5-flash-may-2024/","score_publie":0.779,"score_0_1":0.7053,"niveau_suggere":40.4,"reflexion":"inconnue","harnais":null,"configurations_mesurees":2,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":34,"modele":"mixtral-8x22b","nom":"Mixtral 8x22B","editeur":"Mistral AI","page":"https://quelleia.com/modeles/mixtral-8x22b/","score_publie":0.778,"score_0_1":0.704,"niveau_suggere":40.2,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":35,"modele":"claude-1-3","nom":"Claude 1.3","editeur":"Anthropic","page":"https://quelleia.com/modeles/claude-1-3/","score_publie":0.77,"score_0_1":0.6933,"niveau_suggere":38.6,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":35,"modele":"amazon-nova-lite","nom":"Amazon Nova Lite","editeur":"Amazon","page":"https://quelleia.com/modeles/amazon-nova-lite/","score_publie":0.77,"score_0_1":0.6933,"niveau_suggere":38.6,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":37,"modele":"yi-34b","nom":"Yi-34B","editeur":"01.AI","page":"https://quelleia.com/modeles/yi-34b/","score_publie":0.763,"score_0_1":0.684,"niveau_suggere":37.2,"reflexion":"inconnue","harnais":null,"configurations_mesurees":4,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":38,"modele":"claude-3-sonnet","nom":"Claude 3 Sonnet","editeur":"Anthropic","page":"https://quelleia.com/modeles/claude-3-sonnet/","score_publie":0.759,"score_0_1":0.6787,"niveau_suggere":36.4,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":39,"modele":"gemma-2-27b","nom":"Gemma 2 27B","editeur":"Google DeepMind","page":"https://quelleia.com/modeles/gemma-2-27b/","score_publie":0.757,"score_0_1":0.676,"niveau_suggere":36,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":39,"modele":"phi-3-small-7-4b","nom":"phi-3-small 7.4B","editeur":"Microsoft","page":"https://quelleia.com/modeles/phi-3-small-7-4b/","score_publie":0.757,"score_0_1":0.676,"niveau_suggere":36,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":41,"modele":"qwen2-5-coder-14b","nom":"Qwen2.5-Coder-14B","editeur":"Alibaba","page":"https://quelleia.com/modeles/qwen2-5-coder-14b/","score_publie":0.752,"score_0_1":0.6693,"niveau_suggere":35,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":42,"modele":"qwen1-5-32b","nom":"Qwen1.5-32B","editeur":"Alibaba","page":"https://quelleia.com/modeles/qwen1-5-32b/","score_publie":0.744,"score_0_1":0.6587,"niveau_suggere":33.5,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":43,"modele":"claude-3-5-haiku","nom":"Claude 3.5 Haiku","editeur":"Anthropic","page":"https://quelleia.com/modeles/claude-3-5-haiku/","score_publie":0.743,"score_0_1":0.6573,"niveau_suggere":33.3,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":44,"modele":"gemini-1-5-flash-sep-2024","nom":"Gemini 1.5 Flash (Sep 2024)","editeur":"Google DeepMind","page":"https://quelleia.com/modeles/gemini-1-5-flash-sep-2024/","score_publie":0.739,"score_0_1":0.652,"niveau_suggere":32.5,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":45,"modele":"claude-3-haiku","nom":"Claude 3 Haiku","editeur":"Anthropic","page":"https://quelleia.com/modeles/claude-3-haiku/","score_publie":0.738,"score_0_1":0.6507,"niveau_suggere":32.3,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":46,"modele":"claude-2-1","nom":"Claude 2.1","editeur":"Anthropic","page":"https://quelleia.com/modeles/claude-2-1/","score_publie":0.735,"score_0_1":0.6467,"niveau_suggere":31.8,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":47,"modele":"claude-instant","nom":"Claude Instant","editeur":"Anthropic","page":"https://quelleia.com/modeles/claude-instant/","score_publie":0.734,"score_0_1":0.6453,"niveau_suggere":31.6,"reflexion":"inconnue","harnais":null,"configurations_mesurees":4,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":48,"modele":"qwen2-5-7b","nom":"Qwen2.5-7B","editeur":"Alibaba","page":"https://quelleia.com/modeles/qwen2-5-7b/","score_publie":0.729,"score_0_1":0.6387,"niveau_suggere":30.6,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":49,"modele":"inflection-1","nom":"Inflection-1","editeur":"Inflection AI","page":"https://quelleia.com/modeles/inflection-1/","score_publie":0.727,"score_0_1":0.636,"niveau_suggere":30.3,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":50,"modele":"gemma-2-9b","nom":"Gemma 2 9B","editeur":"Google DeepMind","page":"https://quelleia.com/modeles/gemma-2-9b/","score_publie":0.721,"score_0_1":0.628,"niveau_suggere":29.2,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":51,"modele":"gpt-3-5-turbo-nov-2023","nom":"GPT-3.5 Turbo (Nov 2023)","editeur":"OpenAI","page":"https://quelleia.com/modeles/gpt-3-5-turbo-nov-2023/","score_publie":0.714,"score_0_1":0.6187,"niveau_suggere":27.9,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":52,"modele":"amazon-nova-micro","nom":"Amazon Nova Micro","editeur":"Amazon","page":"https://quelleia.com/modeles/amazon-nova-micro/","score_publie":0.708,"score_0_1":0.6107,"niveau_suggere":26.8,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":53,"modele":"mixtral-8x7b","nom":"Mixtral 8x7B","editeur":"Mistral AI","page":"https://quelleia.com/modeles/mixtral-8x7b/","score_publie":0.706,"score_0_1":0.608,"niveau_suggere":26.4,"reflexion":"inconnue","harnais":null,"configurations_mesurees":2,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":53,"modele":"falcon-180b","nom":"Falcon-180B","editeur":"Technology Innovation Institute","page":"https://quelleia.com/modeles/falcon-180b/","score_publie":0.706,"score_0_1":0.608,"niveau_suggere":26.4,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":55,"modele":"gemini-1-0-pro","nom":"Gemini 1.0 Pro","editeur":"Google DeepMind","page":"https://quelleia.com/modeles/gemini-1-0-pro/","score_publie":0.7,"score_0_1":0.6,"niveau_suggere":25.3,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":55,"modele":"davinci-002","nom":"davinci-002","editeur":"OpenAI","page":"https://quelleia.com/modeles/davinci-002/","score_publie":0.7,"score_0_1":0.6,"niveau_suggere":25.3,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":57,"modele":"llama-2-70b","nom":"Llama 2-70B","editeur":"Meta AI","page":"https://quelleia.com/modeles/llama-2-70b/","score_publie":0.699,"score_0_1":0.5987,"niveau_suggere":25.2,"reflexion":"inconnue","harnais":null,"configurations_mesurees":6,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":58,"modele":"command-r","nom":"Command R+","editeur":"Cohere","page":"https://quelleia.com/modeles/command-r/","score_publie":0.694,"score_0_1":0.592,"niveau_suggere":24.3,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":59,"modele":"palm-540b","nom":"PaLM (540B)","editeur":"Google Research","page":"https://quelleia.com/modeles/palm-540b/","score_publie":0.693,"score_0_1":0.5907,"niveau_suggere":24.1,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":60,"modele":"gpt-3-5-turbo-jun-2023","nom":"GPT-3.5 Turbo (Jun 2023)","editeur":"OpenAI","page":"https://quelleia.com/modeles/gpt-3-5-turbo-jun-2023/","score_publie":0.689,"score_0_1":0.5853,"niveau_suggere":23.4,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":61,"modele":"mistral-large","nom":"Mistral Large","editeur":"Mistral AI","page":"https://quelleia.com/modeles/mistral-large/","score_publie":0.688,"score_0_1":0.584,"niveau_suggere":23.2,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":61,"modele":"llama-3-8b","nom":"Llama 3-8B","editeur":"Meta AI","page":"https://quelleia.com/modeles/llama-3-8b/","score_publie":0.688,"score_0_1":0.584,"niveau_suggere":23.2,"reflexion":"inconnue","harnais":null,"configurations_mesurees":2,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":61,"modele":"phi-3-mini-3-8b","nom":"phi-3-mini 3.8B","editeur":"Microsoft","page":"https://quelleia.com/modeles/phi-3-mini-3-8b/","score_publie":0.688,"score_0_1":0.584,"niveau_suggere":23.2,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":64,"modele":"mistral-small-2402","nom":"mistral-small-2402","editeur":"Mistral AI","page":"https://quelleia.com/modeles/mistral-small-2402/","score_publie":0.687,"score_0_1":0.5827,"niveau_suggere":23,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":65,"modele":"stable-beluga-2","nom":"Stable Beluga 2","editeur":"Stability AI","page":"https://quelleia.com/modeles/stable-beluga-2/","score_publie":0.686,"score_0_1":0.5813,"niveau_suggere":22.8,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":65,"modele":"qwen1-5-14b","nom":"Qwen1.5-14B","editeur":"Alibaba","page":"https://quelleia.com/modeles/qwen1-5-14b/","score_publie":0.686,"score_0_1":0.5813,"niveau_suggere":22.8,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":67,"modele":"yi-9b","nom":"Yi-9B","editeur":"01.AI","page":"https://quelleia.com/modeles/yi-9b/","score_publie":0.684,"score_0_1":0.5787,"niveau_suggere":22.5,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":68,"modele":"qwen2-5-coder-7b","nom":"Qwen2.5-Coder (7B)","editeur":"Alibaba","page":"https://quelleia.com/modeles/qwen2-5-coder-7b/","score_publie":0.68,"score_0_1":0.5733,"niveau_suggere":21.8,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":69,"modele":"chinchilla","nom":"Chinchilla","editeur":"DeepMind","page":"https://quelleia.com/modeles/chinchilla/","score_publie":0.675,"score_0_1":0.5667,"niveau_suggere":20.9,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":70,"modele":"gpt-3-5-turbo-jan-2024","nom":"GPT-3.5 Turbo (Jan 2024)","editeur":"OpenAI","page":"https://quelleia.com/modeles/gpt-3-5-turbo-jan-2024/","score_publie":0.673,"score_0_1":0.564,"niveau_suggere":20.6,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":71,"modele":"qwen-14b","nom":"Qwen-14B","editeur":"Alibaba","page":"https://quelleia.com/modeles/qwen-14b/","score_publie":0.663,"score_0_1":0.5507,"niveau_suggere":18.8,"reflexion":"inconnue","harnais":null,"configurations_mesurees":4,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":72,"modele":"gemma-7b","nom":"Gemma 7B","editeur":"Google DeepMind","page":"https://quelleia.com/modeles/gemma-7b/","score_publie":0.661,"score_0_1":0.548,"niveau_suggere":18.5,"reflexion":"inconnue","harnais":null,"configurations_mesurees":4,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":73,"modele":"c4ai-command-r-08-2024","nom":"c4ai-command-r-08-2024","editeur":"Cohere","page":"https://quelleia.com/modeles/c4ai-command-r-08-2024/","score_publie":0.652,"score_0_1":0.536,"niveau_suggere":16.9,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":74,"modele":"starcoder-2-15b","nom":"StarCoder 2 15B","editeur":"Hugging Face","page":"https://quelleia.com/modeles/starcoder-2-15b/","score_publie":0.641,"score_0_1":0.5213,"niveau_suggere":15,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":75,"modele":"yi-6b","nom":"Yi 6B","editeur":"01.AI","page":"https://quelleia.com/modeles/yi-6b/","score_publie":0.64,"score_0_1":0.52,"niveau_suggere":14.8,"reflexion":"inconnue","harnais":null,"configurations_mesurees":4,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":76,"modele":"llama-65b","nom":"LLaMA-65B","editeur":"Meta AI","page":"https://quelleia.com/modeles/llama-65b/","score_publie":0.634,"score_0_1":0.512,"niveau_suggere":13.8,"reflexion":"inconnue","harnais":null,"configurations_mesurees":2,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":77,"modele":"qwen1-5-7b","nom":"Qwen1.5-7B","editeur":"Alibaba","page":"https://quelleia.com/modeles/qwen1-5-7b/","score_publie":0.626,"score_0_1":0.5013,"niveau_suggere":12.4,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":77,"modele":"llama-2-34b","nom":"Llama 2-34B","editeur":"Meta AI","page":"https://quelleia.com/modeles/llama-2-34b/","score_publie":0.626,"score_0_1":0.5013,"niveau_suggere":12.4,"reflexion":"inconnue","harnais":null,"configurations_mesurees":3,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":79,"modele":"mistral-7b-v0-2","nom":"Mistral 7B v0.2","editeur":"Mistral AI","page":"https://quelleia.com/modeles/mistral-7b-v0-2/","score_publie":0.625,"score_0_1":0.5,"niveau_suggere":12.2,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":79,"modele":"mistral-7b-v0-1","nom":"Mistral 7B v0.1","editeur":"Mistral AI","page":"https://quelleia.com/modeles/mistral-7b-v0-1/","score_publie":0.625,"score_0_1":0.5,"niveau_suggere":12.2,"reflexion":"inconnue","harnais":null,"configurations_mesurees":4,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":81,"modele":"deepseek-coder-v2-lite-base","nom":"DeepSeek-Coder-V2-Lite-Base","editeur":"DeepSeek","page":"https://quelleia.com/modeles/deepseek-coder-v2-lite-base/","score_publie":0.605,"score_0_1":0.4733,"niveau_suggere":8.8,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":82,"modele":"gopher-280b","nom":"Gopher (280B)","editeur":"DeepMind","page":"https://quelleia.com/modeles/gopher-280b/","score_publie":0.6,"score_0_1":0.4667,"niveau_suggere":7.9,"reflexion":"inconnue","harnais":null,"configurations_mesurees":2,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":83,"modele":"mistral-7b-v0-3","nom":"Mistral 7B v0.3","editeur":"Mistral AI","page":"https://quelleia.com/modeles/mistral-7b-v0-3/","score_publie":0.599,"score_0_1":0.4653,"niveau_suggere":7.8,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":84,"modele":"baichuan2-13b","nom":"Baichuan2-13B","editeur":"Baichuan","page":"https://quelleia.com/modeles/baichuan2-13b/","score_publie":0.592,"score_0_1":0.456,"niveau_suggere":6.5,"reflexion":"inconnue","harnais":null,"configurations_mesurees":2,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":85,"modele":"llama-33b","nom":"LLaMA-33B","editeur":"Meta AI","page":"https://quelleia.com/modeles/llama-33b/","score_publie":0.587,"score_0_1":0.4493,"niveau_suggere":5.7,"reflexion":"inconnue","harnais":null,"configurations_mesurees":4,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":85,"modele":"nemotron-4-15b","nom":"Nemotron-4 15B","editeur":"NVIDIA","page":"https://quelleia.com/modeles/nemotron-4-15b/","score_publie":0.587,"score_0_1":0.4493,"niveau_suggere":5.7,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":87,"modele":"falcon-2-11b","nom":"Falcon 2 11B","editeur":"Technology Innovation Institute","page":"https://quelleia.com/modeles/falcon-2-11b/","score_publie":0.584,"score_0_1":0.4453,"niveau_suggere":5.2,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":87,"modele":"phi-2","nom":"Phi-2","editeur":"Microsoft","page":"https://quelleia.com/modeles/phi-2/","score_publie":0.584,"score_0_1":0.4453,"niveau_suggere":5.2,"reflexion":"inconnue","harnais":null,"configurations_mesurees":2,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":89,"modele":"internlm-chat-20b","nom":"internlm-chat-20b","editeur":"Shanghai AI Laboratory","page":"https://quelleia.com/modeles/internlm-chat-20b/","score_publie":0.574,"score_0_1":0.432,"niveau_suggere":3.4,"reflexion":"inconnue","harnais":null,"configurations_mesurees":2,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":90,"modele":"falcon-40b","nom":"Falcon-40B","editeur":"Technology Innovation Institute","page":"https://quelleia.com/modeles/falcon-40b/","score_publie":0.569,"score_0_1":0.4253,"niveau_suggere":2.5,"reflexion":"inconnue","harnais":null,"configurations_mesurees":3,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":91,"modele":"llama-3-2-11b","nom":"Llama 3.2 11B","editeur":"Meta AI","page":"https://quelleia.com/modeles/llama-3-2-11b/","score_publie":0.565,"score_0_1":0.42,"niveau_suggere":1.8,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":92,"modele":"llama-3-1-8b","nom":"Llama 3.1-8B","editeur":"Meta AI","page":"https://quelleia.com/modeles/llama-3-1-8b/","score_publie":0.561,"score_0_1":0.4147,"niveau_suggere":1.1,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":93,"modele":"llama-2-13b","nom":"Llama 2-13B","editeur":"Meta AI","page":"https://quelleia.com/modeles/llama-2-13b/","score_publie":0.556,"score_0_1":0.408,"niveau_suggere":0.2,"reflexion":"inconnue","harnais":null,"configurations_mesurees":8,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":94,"modele":"baichuan2-13b-chat","nom":"Baichuan2-13B-Chat","editeur":"Baichuan AI","page":"https://quelleia.com/modeles/baichuan2-13b-chat/","score_publie":0.551,"score_0_1":0.4013,"niveau_suggere":-0.7,"reflexion":"inconnue","harnais":null,"configurations_mesurees":2,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":95,"modele":"baichuan-2-7b","nom":"Baichuan 2-7B","editeur":"Baichuan","page":"https://quelleia.com/modeles/baichuan-2-7b/","score_publie":0.5416,"score_0_1":0.3888,"niveau_suggere":-2.4,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":96,"modele":"palm-62b","nom":"PaLM 62B","editeur":"Google DeepMind","page":"https://quelleia.com/modeles/palm-62b/","score_publie":0.537,"score_0_1":0.3827,"niveau_suggere":-3.2,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":97,"modele":"qwen2-5-coder-1-5b","nom":"Qwen2.5-Coder (1.5B)","editeur":"Alibaba","page":"https://quelleia.com/modeles/qwen2-5-coder-1-5b/","score_publie":0.536,"score_0_1":0.3813,"niveau_suggere":-3.4,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":98,"modele":"baichuan-1-13b","nom":"Baichuan 1-13B","editeur":"Baichuan","page":"https://quelleia.com/modeles/baichuan-1-13b/","score_publie":0.516,"score_0_1":0.3547,"niveau_suggere":-7.1,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":99,"modele":"internlm-7b","nom":"internlm-7b","editeur":"Shanghai AI Laboratory","page":"https://quelleia.com/modeles/internlm-7b/","score_publie":0.51,"score_0_1":0.3467,"niveau_suggere":-8.2,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":100,"modele":"intellect-1","nom":"INTELLECT-1","editeur":"Prime Intellect","page":"https://quelleia.com/modeles/intellect-1/","score_publie":0.4989,"score_0_1":0.3319,"niveau_suggere":-10.4,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":101,"modele":"mpt-30b","nom":"MPT-30B","editeur":"MosaicML","page":"https://quelleia.com/modeles/mpt-30b/","score_publie":0.479,"score_0_1":0.3053,"niveau_suggere":-14.3,"reflexion":"inconnue","harnais":null,"configurations_mesurees":2,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":101,"modele":"chatglm2-6b","nom":"chatglm2-6b","editeur":"Z.ai (Zhipu AI)","page":"https://quelleia.com/modeles/chatglm2-6b/","score_publie":0.479,"score_0_1":0.3053,"niveau_suggere":-14.3,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":103,"modele":"llama-13b","nom":"LLaMA-13B","editeur":"Meta AI","page":"https://quelleia.com/modeles/llama-13b/","score_publie":0.477,"score_0_1":0.3027,"niveau_suggere":-14.7,"reflexion":"inconnue","harnais":null,"configurations_mesurees":4,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":104,"modele":"llama-2-7b","nom":"Llama 2-7B","editeur":"Meta AI","page":"https://quelleia.com/modeles/llama-2-7b/","score_publie":0.458,"score_0_1":0.2773,"niveau_suggere":-18.7,"reflexion":"inconnue","harnais":null,"configurations_mesurees":6,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":105,"modele":"qwen-7b","nom":"Qwen-7B","editeur":"Alibaba","page":"https://quelleia.com/modeles/qwen-7b/","score_publie":0.45,"score_0_1":0.2667,"niveau_suggere":-20.4,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":106,"modele":"instructgpt-175b","nom":"InstructGPT 175B","editeur":"OpenAI","page":"https://quelleia.com/modeles/instructgpt-175b/","score_publie":0.439,"score_0_1":0.252,"niveau_suggere":-22.9,"reflexion":"inconnue","harnais":null,"configurations_mesurees":2,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":107,"modele":"baichuan1-7b","nom":"Baichuan1-7B","editeur":"Baichuan","page":"https://quelleia.com/modeles/baichuan1-7b/","score_publie":0.423,"score_0_1":0.2307,"niveau_suggere":-26.7,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":107,"modele":"gemma-2b","nom":"Gemma 2B","editeur":"Google DeepMind","page":"https://quelleia.com/modeles/gemma-2b/","score_publie":0.423,"score_0_1":0.2307,"niveau_suggere":-26.7,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":109,"modele":"qwen2-5-coder-0-5b","nom":"Qwen2.5-Coder-0.5B","editeur":"Alibaba","page":"https://quelleia.com/modeles/qwen2-5-coder-0-5b/","score_publie":0.42,"score_0_1":0.2267,"niveau_suggere":-27.4,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":110,"modele":"codeqwen1-5-7b","nom":"CodeQwen1.5-7B","editeur":"Alibaba","page":"https://quelleia.com/modeles/codeqwen1-5-7b/","score_publie":0.405,"score_0_1":0.2067,"niveau_suggere":-31.2,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":111,"modele":"deepseek-coder-33b","nom":"DeepSeek Coder 33B","editeur":"DeepSeek","page":"https://quelleia.com/modeles/deepseek-coder-33b/","score_publie":0.394,"score_0_1":0.192,"niveau_suggere":-34.2,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":112,"modele":"starcoder-2-7b","nom":"StarCoder 2 7B","editeur":"Hugging Face","page":"https://quelleia.com/modeles/starcoder-2-7b/","score_publie":0.388,"score_0_1":0.184,"niveau_suggere":-35.9,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":113,"modele":"phi-1-5","nom":"Phi-1.5","editeur":"Microsoft","page":"https://quelleia.com/modeles/phi-1-5/","score_publie":0.376,"score_0_1":0.168,"niveau_suggere":-39.4,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":114,"modele":"starcoder-2-3b","nom":"StarCoder 2 3B","editeur":"Hugging Face","page":"https://quelleia.com/modeles/starcoder-2-3b/","score_publie":0.366,"score_0_1":0.1547,"niveau_suggere":-42.6,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":115,"modele":"deepseek-coder-6-7b","nom":"DeepSeek Coder 6.7B","editeur":"DeepSeek","page":"https://quelleia.com/modeles/deepseek-coder-6-7b/","score_publie":0.364,"score_0_1":0.152,"niveau_suggere":-43.3,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":116,"modele":"xgen-7b","nom":"XGen-7B","editeur":"Salesforce","page":"https://quelleia.com/modeles/xgen-7b/","score_publie":0.363,"score_0_1":0.1507,"niveau_suggere":-43.6,"reflexion":"inconnue","harnais":null,"configurations_mesurees":2,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":117,"modele":"llama-7b","nom":"LLaMA-7B","editeur":"Meta AI","page":"https://quelleia.com/modeles/llama-7b/","score_publie":0.356,"score_0_1":0.1413,"niveau_suggere":-46,"reflexion":"inconnue","harnais":null,"configurations_mesurees":7,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":118,"modele":"falcon-7b","nom":"Falcon-7B","editeur":"Technology Innovation Institute","page":"https://quelleia.com/modeles/falcon-7b/","score_publie":0.35,"score_0_1":0.1333,"niveau_suggere":-48.2,"reflexion":"inconnue","harnais":null,"configurations_mesurees":7,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":119,"modele":"mpt-7b","nom":"MPT-7B","editeur":"MosaicML","page":"https://quelleia.com/modeles/mpt-7b/","score_publie":0.308,"score_0_1":0.0773,"niveau_suggere":-67.8,"reflexion":"inconnue","harnais":null,"configurations_mesurees":6,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":120,"modele":"open-llama-7b","nom":"open_llama_7b","editeur":null,"page":"https://quelleia.com/modeles/open-llama-7b/","score_publie":0.299,"score_0_1":0.0653,"niveau_suggere":-73.7,"reflexion":"inconnue","harnais":null,"configurations_mesurees":2,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":121,"modele":"qwen-1-8b","nom":"Qwen-1_8B","editeur":"Alibaba","page":"https://quelleia.com/modeles/qwen-1-8b/","score_publie":0.282,"score_0_1":0.0427,"niveau_suggere":-88.2,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":122,"modele":"redpajama-incite-7b-base","nom":"RedPajama-INCITE-7B-Base","editeur":null,"page":"https://quelleia.com/modeles/redpajama-incite-7b-base/","score_publie":0.263,"score_0_1":0.0173,"niveau_suggere":-118.2,"reflexion":"inconnue","harnais":null,"configurations_mesurees":2,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":123,"modele":"cerebras-gpt-13b","nom":"Cerebras-GPT-13B","editeur":"Cerebras Systems","page":"https://quelleia.com/modeles/cerebras-gpt-13b/","score_publie":0.262,"score_0_1":0.016,"niveau_suggere":-120.8,"reflexion":"inconnue","harnais":null,"configurations_mesurees":2,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":123,"modele":"dolly-2-0-12b","nom":"Dolly 2.0-12b","editeur":"Databricks","page":"https://quelleia.com/modeles/dolly-2-0-12b/","score_publie":0.262,"score_0_1":0.016,"niveau_suggere":-120.8,"reflexion":"inconnue","harnais":null,"configurations_mesurees":2,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":125,"modele":"deepseek-coder-1-3b","nom":"DeepSeek Coder 1.3B","editeur":"DeepSeek","page":"https://quelleia.com/modeles/deepseek-coder-1-3b/","score_publie":0.258,"score_0_1":0.0107,"niveau_suggere":-134.1,"reflexion":"inconnue","harnais":null,"configurations_mesurees":1,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":126,"modele":"gpt-j-6b","nom":"GPT-J-6B","editeur":"EleutherAI","page":"https://quelleia.com/modeles/gpt-j-6b/","score_publie":0.257,"score_0_1":0.0093,"niveau_suggere":-136.2,"reflexion":"inconnue","harnais":null,"configurations_mesurees":2,"date":null,"source":"https://epoch.ai/benchmarks"},{"rang":127,"modele":"opt-13b","nom":"opt-13b","editeur":"Meta AI","page":"https://quelleia.com/modeles/opt-13b/","score_publie":0.251,"score_0_1":0.0013,"niveau_suggere":-136.2,"reflexion":"inconnue","harnais":null,"configurations_mesurees":2,"date":null,"source":"https://epoch.ai/benchmarks"}]}