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Open LLM Leaderboard 中国站

Open LLM Leaderboard是追踪大模型评测结果的排行榜，通过追踪大语言模型和ChatBot在不同评测任务上的表现来对模型进行排名和评估。

数据来源: HuggingFace

筛选条件

模型类型:全部模型Pretrained ModelsFine Tuned ModelsChat ModelsMerged or MoE Models
模型名称模型类型参数大小(亿)平均分ARC分数HellaSwag分数MMLU分数TruthfulQA分数Winogrande分数GSM8K分数模型架构
test_mistral2Fine Tuned Models71.129.2727.925.3224.7449.148.540.0MistralModel
gpt2-dollyChat Models1.229.2122.730.15

数据仅供参考，以官方来源为准。模型名称旁的链接可跳转到 DataLearner 模型详情页。

25.81
44.97
51.46
0.15
GPT2LMHeadModel
Pythia-70M-ChatSaladFine Tuned Models129.220.9927.2824.7849.7452.410.0GPTNeoXForCausalLM
smol_llama-220M-open_instructChat Models2.229.1925.029.7126.1144.0650.280.0LlamaForCausalLM
DialoGPT-smallFine Tuned Models1.829.1925.7725.7925.8147.4950.280.0GPT2LMHeadModel
mistral-environment-allFine Tuned Models72.429.1829.4425.8923.1247.9248.70.0MistralForCausalLM
testfinetunedmodelFine Tuned Models1.229.1825.8531.426.0740.7550.990.0GPT2LMHeadModel
TinyMistral-v2.5-MiniPile-Guidelines-E1Pretrained Models029.1626.5425.6523.4449.949.410.0MistralForCausalLM
TinyMistral-v2.5-MiniPile-Guidelines-E1Pretrained Models029.1526.4525.6823.5349.8549.410.0MistralForCausalLM
pythia-31m-KI_v1-2048-scratchPretrained Models0.329.1523.1225.2323.1251.6751.780.0GPTNeoXForCausalLM
opt-125mPretrained Models1.229.1522.8731.4726.0242.8751.620.08OPTForCausalLM
gpt-neo-125m-neurallinguisticpioneersFine Tuned Models1.229.1522.4430.3625.1445.6451.220.08GPTNeoForCausalLM
Cerebras-GPT-590MUnkown Model Types5.929.1423.7232.425.9744.1548.150.45?
Llama-2-7b-Chat-AWQFine Tuned Models11.329.1427.2225.4824.6749.9547.510.0Unknown
TinyYi-7b-TestFine Tuned Models60.629.1126.8826.1424.4146.3550.910.0Unknown
gpt3-finnish-largePretrained Models029.1121.7632.8824.1144.3551.540.0BloomModel
gpt-neox-122m-minipile-digitsFine Tuned Models1.729.120.7327.0325.3149.1952.330.0GPTNeoXForCausalLM
160M-TinyLLama-Mini-CinderFine Tuned Models1.429.0924.6628.1625.0944.0852.570.0LlamaForCausalLM
mpt-1b-redpajama-200bFine Tuned Models1029.0525.7726.0824.547.5750.360.0MosaicGPT
pythia-160mPretrained Models2.129.0222.7830.3424.9544.2651.540.23GPTNeoXForCausalLM
gpt2-conversational-or-qaFine Tuned Models1.429.0121.4227.6126.5147.3151.140.08GPT2LMHeadModel
hepu-o4zf-ravz-7-0Fine Tuned Models72.429.0124.4925.3623.2751.6749.250.0MistralForCausalLM
SmolLlamix-8x101MPretrained Models428.9822.728.524.6946.0951.30.61MixtralForCausalLM
smol_llama-101M-GQAPretrained Models128.9723.5528.7724.2445.7650.670.83LlamaForCausalLM
smol_llama-101M-GQAFine Tuned Models128.9623.4628.7324.3545.850.670.76LlamaForCausalLM
OPT-19M-ChatSaladFine Tuned Models0.228.9624.425.1523.1251.3649.720.0OPTForCausalLM
pythia-70mPretrained Models128.9321.5927.2925.947.0651.460.3Unknown
opt-125m-gqa-ub-6-best-for-KV-cachePretrained Models1.228.9324.2325.023.1249.5351.70.0OPTForCausalLM
Mixsmol-4x400M-v0.1-epoch2Pretrained Models17.728.9223.5532.625.2639.2452.640.23MixtralForCausalLM
590mUnkown Model Types6.728.8824.1531.9126.6142.1948.380.08GPT2LMHeadModel
open-calm-largePretrained Models028.8820.7329.5625.2346.5251.140.08GPTNeoXForCausalLM
gpt2_137m_DolphinCoderFine Tuned Models1.428.8721.8431.3525.441.5852.011.06Unknown
gpt2_137m_DolphinCoderFine Tuned Models1.428.8721.8431.3525.441.5852.011.06Unknown
DialoGPT-mediumFine Tuned Models028.8624.4926.2125.8447.0649.570.0GPT2LMHeadModel
easyTermsSummerizerFine Tuned Models4.128.8625.7725.8123.1247.6950.750.0Unknown
FinOPT-WashingtonFine Tuned Models1.228.8525.1726.2524.8345.851.070.0OPTForCausalLM
pythia-31m-goodwiki-deduped-2048-scratchPretrained Models0.328.8523.1225.6623.1151.3249.880.0GPTNeoXForCausalLM
distilgpt2-emailgenFine Tuned Models0.928.8421.7627.5225.9746.1751.620.0GPT2LMHeadModel
facebook-opt-6.7b-gqa-ub-16-best-for-KV-cachePretrained Models6728.8423.0425.9423.1248.9951.930.0OPTForCausalLM
pythia-31mPretrained Models0.328.8121.8427.024.9749.149.720.23GPTNeoXForCausalLM
Yi-8B-LlamaUnkown Model Types87.328.7825.6826.7924.1447.7948.30.0Unknown
pythia-owt2-70m-100kFine Tuned Models0.728.7820.928.3425.0245.1253.280.0Unknown
TinyMistral-248M-v2Pretrained Models2.528.7821.2526.5623.3949.651.850.0MistralForCausalLM
256_5epochFine Tuned Models3.228.7622.2728.9926.6241.7152.720.23GPT2LMHeadModel
Smol-Llama-101M-Chat-v1Fine Tuned Models128.7322.8728.6924.9345.7650.040.08LlamaForCausalLM
pythia-owt2-70m-50kFine Tuned Models0.728.7121.528.1525.744.552.410.0Unknown
pythia-70m-deduped-cleansharegpt-enFine Tuned Models0.728.7121.1627.1625.2448.5750.120.0GPTNeoXForCausalLM
verysmol_llama-v11-KIx2Pretrained Models0.628.722.727.625.2844.7551.540.3LlamaForCausalLM
facebook-opt-125m-qcqa-ub-6-best-for-KV-cachePretrained Models1.228.6624.2325.023.1248.4151.220.0OPTForCausalLM
nano-phi-115M-v0.1Pretrained Models1.228.6621.9327.8625.3446.050.830.0PhiForCausalLM
distilgpt2-emailgen-V2Fine Tuned Models0.928.6420.9926.7825.5346.5152.010.0GPT2LMHeadModel
pythia-31m-simplewiki-scratch-bf16Pretrained Models0.328.6122.7825.6123.1249.6550.510.0GPTNeoXForCausalLM
pythia-31m-simplepile-lite-2048-scratch-2ePretrained Models0.328.621.5925.7924.9950.6248.620.0GPTNeoXForCausalLM
facebook-opt-6.7b-qcqa-ub-16-best-for-KV-cachePretrained Models6728.5823.8127.0523.1246.6950.830.0OPTForCausalLM
gpt2_open-platypusChat Models1.228.5822.1831.2926.1940.3551.30.15GPT2LMHeadModel
KoAlpaca-KoRWKV-6BChat Models65.328.5723.4631.6524.8939.8351.620.0RwkvForCausalLM
RWKV-4-PilePlus-169M-20230520-done-ctx4096Fine Tuned Models1.328.5723.9832.2523.3742.2949.170.38Unknown
chat_gpt2_dpoFine Tuned Models1.228.5623.9831.2224.9541.2649.960.0GPT2LMHeadModel
falcon-1b-cot-t2Fine Tuned Models13.128.5624.7424.7523.1248.3850.360.0FalconForCausalLM
My_GPT2Fine Tuned Models1.428.5521.9331.5925.8440.7350.510.68GPT2LMHeadModel
gpt2Pretrained Models1.428.5322.0131.5325.8340.6950.430.68GPT2LMHeadModel
Quokka_590mFine Tuned Models6.728.5324.431.6125.3639.5950.20.0GPT2LMHeadModel
gpt2_guanaco-dolly-platypusChat Models1.228.5223.5531.0326.440.0250.120.0GPT2LMHeadModel
gpt2_platypus-dolly-guanacoChat Models1.228.5123.2131.0426.1640.3150.360.0GPT2LMHeadModel
math_gpt2Fine Tuned Models028.524.2330.8825.3839.2351.070.23GPT2LMHeadModel
distillgpt2CinderFine Tuned Models0.828.524.4927.2424.9743.9650.120.23GPT2LMHeadModel
gpt_bigcode-santacoderPretrained Models11.228.4921.1630.8424.9745.6447.830.53GPTBigCodeForCausalLM
lamini-cerebras-256mFine Tuned Models2.628.4921.7628.726.6641.8152.010.0Unknown
code_gpt2_mini_modelFine Tuned Models1.228.4923.7231.2524.9639.8651.140.0GPT2LMHeadModel
gpt-sw3-126mPretrained Models1.928.4922.1829.5424.4344.0350.670.08GPT2LMHeadModel
TinyStories-AlpacaFine Tuned Models0.728.4623.9824.9223.3546.6851.850.0GPTNeoForCausalLM
phi-2-upscaled-4B-instruct-v0.1Fine Tuned Models40.428.4522.9528.6826.840.9250.590.76PhiForCausalLM
Mixsmol-4x400M-v0.1-epoch1Chat Models17.728.4522.8730.5725.2839.0352.80.15MixtralForCausalLM
Mixtral-GQA-400m-v2Pretrained Models20.128.4520.2227.7826.146.5549.960.08MixtralForCausalLM
gpt-sw3-126mPretrained Models1.928.4522.0129.5624.5344.0750.430.08GPT2LMHeadModel
Llama-Flan-XL2baseUnkown Model Types2028.4420.6525.3323.1950.5850.910.0LlamaForCausalLM
pythia-70m-dedupedPretrained Models128.4421.0827.1725.2647.5149.640.0GPTNeoXForCausalLM
boomer-1bPretrained Models1028.4422.7831.5825.6639.1750.510.91LlamaForCausalLM
TinyMistral-v2-Test1Pretrained Models028.4221.526.7923.3650.348.540.0MistralForCausalLM
gpt2_camel_physics-platypusChat Models1.228.4123.0431.3226.9139.5649.640.0GPT2LMHeadModel
gpt2_platypus-camel_physicsChat Models1.228.4123.0431.3226.9139.5649.640.0Unknown
gpt2_testPretrained Models1.428.421.8431.625.8640.6750.120.3GPT2LMHeadModel
finetuned-gpt2-tinyFine Tuned Models028.421.8431.625.8640.6750.120.3GPT2LMHeadModel
gpt2_platypus-camel_physicsChat Models1.228.422.7831.2425.8738.9551.540.0Unknown
lamini-cerebras-590mUnkown Model Types5.928.3824.3231.5825.5740.7247.910.15Unknown
facebook-opt-125m-qcqa-ub-6-best-for-q-lossPretrained Models1.228.3723.2925.5723.1549.0349.170.0OPTForCausalLM
gpt2-alpaca-gpt4Fine Tuned Models1.428.3422.6131.1725.7638.0452.170.3GPT2LMHeadModel
Quokka_256mFine Tuned Models3.228.3222.8728.8426.4839.4752.250.0GPT2LMHeadModel
convo_bot_gpt_v1Fine Tuned Models028.322.3531.0726.1238.7151.540.0GPT2LMHeadModel
GPT-2-SlimOrcaDeduped-airoboros-3.1-MetaMathQA-SFT-124MChat Models1.228.324.5729.4325.8238.8449.012.12Unknown
pythia-31mPretrained Models0.328.319.9726.3424.2750.1249.090.0GPTNeoXForCausalLM
dlite-v2-124mFine Tuned Models1.228.323.9831.125.2938.9850.430.0GPT2LMHeadModel
ko-wand-136MPretrained Models1.428.2921.3325.023.5850.6849.170.0MistralForCausalLM
lamini-cerebras-111mFine Tuned Models1.128.2922.127.1225.5143.7951.220.0Unknown
pythia-31m-simplewiki-2048Pretrained Models0.328.2722.1825.5523.1249.3749.410.0GPTNeoXForCausalLM
facebook-opt-6.7b-qcqa-ub-16-best-for-q-lossPretrained Models6728.2521.6726.6523.1546.8151.220.0OPTForCausalLM
open-calm-7bFine Tuned Models7028.2120.4830.6525.2244.1548.540.23GPTNeoXForCausalLM
gpt2023Fine Tuned Models1.428.221.9331.1125.0540.7150.120.3GPT2LMHeadModel
gpt-sw3-126m-instructChat Models1.928.223.3829.8823.7842.6548.540.99GPT2LMHeadModel
TinyMistral-248M-SFT-v4Chat Models2.528.224.9128.1526.0439.5650.510.0MistralForCausalLM
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