| 1 | GRIN-MoE | microsoft/GRIN-MoE | microsoft | 89.8 | medium | OpenBookQA |
| 2 | Phi-3-small-8k-instruct | microsoft/Phi-3-small-8k-instruct | microsoft | 88.0 | medium | OpenBookQA<br>10-shot |
| 3 | Phi-3-small-128k-instruct | microsoft/Phi-3-small-128k-instruct | microsoft | 87.8 | medium | OpenBookQA<br>10-shot |
| 4 | Phi-3-medium-4k-instruct | microsoft/Phi-3-medium-4k-instruct | microsoft | 87.4 | medium | OpenBookQA<br>10-shot |
| 5 | Phi-3-medium-128k-instruct | microsoft/Phi-3-medium-128k-instruct | microsoft | 87.2 | medium | OpenBookQA<br>10-shot |
| 6 | Phi-4-mini-instruct | microsoft/Phi-4-mini-instruct | microsoft | 79.2 | medium | OpenBookQA (10-shot) |
| 7 | Phi-4-mini-instruct-GGUF | microsoft/Phi-4-mini-instruct | unsloth | 79.2 | medium | OpenBookQA (10-shot) |
| 8 | Phi-4-mini-instruct-unsloth-bnb-4bit | microsoft/Phi-4-mini-instruct | unsloth | 79.2 | medium | OpenBookQA (10-shot) |
| 9 | Phi-4-mini-instruct-bnb-4bit | microsoft/Phi-4-mini-instruct | unsloth | 79.2 | medium | OpenBookQA (10-shot) |
| 10 | Phi-4-mini-instruct | microsoft/Phi-4-mini-instruct | unsloth | 79.2 | medium | OpenBookQA (10-shot) |
| 11 | Phi-4-mini-instruct-GGUF | microsoft/Phi-4-mini-instruct | Mungert | 79.2 | medium | OpenBookQA (10-shot) |
| 12 | Ming-Lite-Omni-1.5 | inclusionAI/Ming-Lite-Omni | inclusionAI | 65.93 | low | Average(Open-ended QA) |
| 13 | Ming-Lite-Omni | inclusionAI/Ling-lite | inclusionAI | 61.98 | high | |
| 14 | Mistral-Nemo-Instruct-2407 | mistralai/Mistral-Nemo-Base-2407 | mistralai | 60.6 | medium | OpenBookQA (0-shot) |
| 15 | Mistral-Nemo-Base-2407 | mistralai/Mistral-Nemo-Base-2407 | mistralai | 60.6 | medium | OpenBookQA (0-shot) |
| 16 | Mistral-Nemo-Instruct-FP8-2407 | mistralai/Mistral-Nemo-Base-2407 | mistralai | 60.6 | medium | OpenBookQA (0-shot) |
| 17 | OLMo-1B-0724-hf | allenai/OLMo-1B-0724-hf | allenai | 51.2 | medium | |
| 18 | OLMo-7B-0424-hf | allenai/OLMo-7B-0424-hf | allenai | 51.2 | medium | |
| 19 | OLMo-7B-0724-hf | allenai/OLMo-7B-0724-hf | allenai | 51.2 | medium | |
| 20 | OLMo-7B-0424 | allenai/OLMo-7B-0424 | allenai | 51.2 | medium | |
| 21 | NVIDIA-Nemotron-3-Super-120B-A12B-Base-BF16 | nvidia/NVIDIA-Nemotron-3-Super-120B-A12B-Base-BF16 | nvidia | 50.2 | medium | OpenBookQA |
| 22 | OLMo-1B-hf | allenai/OLMo-1B-hf | allenai | 49.8 | medium | |
| 23 | OLMo-7B | allenai/OLMo-7B | allenai | 49.8 | medium | |
| 24 | OLMo-7B-hf | allenai/OLMo-7B-hf | allenai | 49.8 | medium | |
| 25 | OLMo-1B | allenai/OLMo-1B | allenai | 49.8 | medium | |
| 26 | OLMo-7B-Twin-2T-hf | allenai/OLMo-7B-Twin-2T-hf | allenai | 49.8 | medium | |
| 27 | bagel-dpo-7B-v0.1-GGUF | jondurbin/bagel-dpo-7b-v0.1 | TheBloke | 49.8 | low | |
| 28 | OLMo-7B-Twin-2T | allenai/OLMo-7B-Twin-2T | allenai | 49.8 | medium | |
| 29 | NVIDIA-Nemotron-3-Ultra-550B-A55B-Base-BF16 | nvidia/NVIDIA-Nemotron-3-Ultra-550B-A55B-Base-BF16 | nvidia | 48.6 | medium | OpenBookQA |
| 30 | gemma-1.1-2b-it | google/gemma-1.1-2b-it | google | 47.8 | medium | [OpenBookQA](https://arxiv.org/abs/1809.02789) |
| 31 | gemma-2b | google/gemma-2b-it-pytorch | google | 47.8 | medium | [OpenBookQA](https://arxiv.org/abs/1809.02789) |
| 32 | gemma-2b-it | google/gemma-2b-it-pytorch | google | 47.8 | medium | [OpenBookQA](https://arxiv.org/abs/1809.02789) |
| 33 | gemma-7b | google/gemma-7b-it-quant-pytorch | google | 47.8 | medium | [OpenBookQA](https://arxiv.org/abs/1809.02789) |
| 34 | gemma-7b-it | google/gemma-7b | google | 47.8 | medium | [OpenBookQA](https://arxiv.org/abs/1809.02789) |
| 35 | gemma-1.1-7b-it | google/gemma-1.1-7b-it | google | 47.8 | medium | [OpenBookQA](https://arxiv.org/abs/1809.02789) |
| 36 | gemma-2b-AWQ | google/gemma-2b-it-pytorch | google | 47.8 | medium | [OpenBookQA](https://arxiv.org/abs/1809.02789) |
| 37 | gemma-7b | google/gemma-7b-it-quant-pytorch | alpindale | 47.8 | medium | [OpenBookQA](https://arxiv.org/abs/1809.02789) |
| 38 | gemma-2b | google/gemma-2b-it-pytorch | alpindale | 47.8 | medium | [OpenBookQA](https://arxiv.org/abs/1809.02789) |
| 39 | gemma-7b-AWQ | google/gemma-7b-it-quant-pytorch | google | 47.8 | medium | [OpenBookQA](https://arxiv.org/abs/1809.02789) |
| 40 | gemma-7b-it | google/gemma-7b-it-quant-pytorch | alpindale | 47.8 | medium | [OpenBookQA](https://arxiv.org/abs/1809.02789) |
| 41 | gemma-7b-GGUF | google/gemma-7b-it-quant-pytorch | google | 47.8 | medium | [OpenBookQA](https://arxiv.org/abs/1809.02789) |
| 42 | NVIDIA-Nemotron-Nano-9B-v2-Base | nvidia/NVIDIA-Nemotron-Nano-9B-v2-Base | nvidia | 46.0 | medium | OpenBookQA |
| 43 | NVIDIA-Nemotron-Nano-12B-v2-Base | nvidia/NVIDIA-Nemotron-Nano-12B-v2-Base | nvidia | 46.0 | medium | OpenBookQA |
| 44 | NVIDIA-Nemotron-3-Nano-30B-A3B-Base-BF16 | nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B-Base-BF16 | nvidia | 44.8 | medium | OpenBookQA (0-shot, acc_norm) |
| 45 | SmolLM2-1.7B-Instruct-GGUF | HuggingFaceTB/SmolLM2-1.7B | Mungert | 42.2 | medium | OpenBookQA |
| 46 | Nous-Hermes-Llama2-70B-GGUF | NousResearch/Nous-Hermes-Llama2-70b | TheBloke | 38.8 | medium | |
| 47 | Beyonder-4x7B-v2-GGUF | mlabonne/Beyonder-4x7B-v2 | TheBloke | 37.8 | medium | |
| 48 | Beyonder-4x7B-v2 | mlabonne/Marcoro14-7B-slerp | mlabonne | 37.8 | medium | |
| 49 | SmolLM2-360M-Instruct-GGUF | HuggingFaceTB/SmolLM2-360M | Mungert | 37.4 | medium | OpenBookQA |
| 50 | Marcoro14-7B-slerp | AIDC-ai-business/Marcoroni-7B-v3 | mlabonne | 36.4 | medium | |
| 51 | Nous-Hermes-13B-GGUF | NousResearch/Nous-Hermes-13b | TheBloke | 35.6 | medium | |
| 52 | Tulpar-7B-v0-GGUF | HyperbeeAI/Tulpar-7b-v0 | TheBloke | 35.6 | medium | |
| 53 | Redmond-Puffin-13B-GGUF | NousResearch/Redmond-Puffin-13B | TheBloke | 35.6 | medium | |
| 54 | Nous-Hermes-13B-SuperHOT-8K-fp16 | — | TheBloke | 35.6 | medium | |
| 55 | Redmond-Puffin-13B-GPTQ | NousResearch/Redmond-Puffin-13B | TheBloke | 35.6 | medium | |
| 56 | Nous-Hermes-13B-SuperHOT-8K-GPTQ | — | TheBloke | 35.6 | medium | |
| 57 | Nous-Hermes-2-Yi-34B-GGUF | NousResearch/Nous-Hermes-2-Yi-34B | TheBloke | 35.2 | medium | |
| 58 | Nous-Hermes-2-Yi-34B-AWQ | NousResearch/Nous-Hermes-2-Yi-34B | TheBloke | 35.2 | medium | |
| 59 | laser-dolphin-mixtral-2x7b-dpo-GGUF | macadeliccc/laser-dolphin-mixtral-2x7b-dpo | TheBloke | 35.0 | medium | |
| 60 | bitnet-b1.58-2B-4T-gguf | microsoft/bitnet-b1.58-2B-4T-bf16 | microsoft | 34.8 | medium | OpenbookQA |
| 61 | bitnet-b1.58-2B-4T | microsoft/bitnet-b1.58-2B-4T | microsoft | 34.8 | medium | OpenbookQA |
| 62 | bitnet-b1.58-2B-4T-bf16 | microsoft/bitnet-b1.58-2B-4T-bf16 | microsoft | 34.8 | medium | OpenbookQA |
| 63 | OpenHermes-2-Mistral-7B-GGUF | teknium/OpenHermes-2-Mistral-7B | TheBloke | 34.8 | medium | |
| 64 | dolly-v2-7b-olive-optimized | microsoft/dolly-v2-7b-olive-optimized | microsoft | 34.8 | low | |
| 65 | OpenHermes-2-Mistral-7B-AWQ | teknium/OpenHermes-2-Mistral-7B | TheBloke | 34.8 | medium | |
| 66 | OpenHermes-2.5-Mistral-7B-AWQ | teknium/OpenHermes-2.5-Mistral-7B | TheBloke | 34.6 | medium | |
| 67 | OpenHermes-2.5-Mistral-7B-GGUF | teknium/OpenHermes-2.5-Mistral-7B | TheBloke | 34.6 | medium | |
| 68 | OpenHermes-2.5-Mistral-7B-16k-GGUF | NurtureAI/OpenHermes-2.5-Mistral-7B-16k | TheBloke | 34.6 | medium | |
| 69 | OpenHermes-2.5-Mistral-7B-GPTQ | teknium/OpenHermes-2.5-Mistral-7B | TheBloke | 34.6 | medium | |
| 70 | SmolLM2-135M-Instruct-GGUF | HuggingFaceTB/SmolLM2-135M | Mungert | 34.6 | medium | OpenBookQA |
| 71 | Nous-Hermes-2-Mixtral-8x7B-DPO-GGUF | NousResearch/Nous-Hermes-2-Mixtral-8x7B-DPO | TheBloke | 34.4 | medium | |
| 72 | DPOpenHermes-7B-GGUF | openaccess-ai-collective/DPOpenHermes-7B | TheBloke | 34.4 | medium | |
| 73 | NeuralHermes-2.5-Mistral-7B-laser | teknium/OpenHermes-2.5-Mistral-7B | mlabonne | 34.4 | medium | |
| 74 | Nous-Hermes-2-Mixtral-8x7B-DPO-GPTQ | NousResearch/Nous-Hermes-2-Mixtral-8x7B-DPO | TheBloke | 34.4 | medium | |
| 75 | Nous-Hermes-2-SOLAR-10.7B-GGUF | NousResearch/Nous-Hermes-2-SOLAR-10.7B | TheBloke | 34.2 | medium | |
| 76 | minotaur-13B-fixed-GGUF | openaccess-ai-collective/minotaur-13b-fixed | TheBloke | 34.2 | medium | |
| 77 | Nous-Hermes-2-Mixtral-8x7B-SFT-GGUF | NousResearch/Nous-Hermes-2-Mixtral-8x7B-SFT | TheBloke | 34.0 | medium | |
| 78 | CollectiveCognition-v1-Mistral-7B-GGUF | teknium/CollectiveCognition-v1-Mistral-7B | TheBloke | 33.8 | medium | |
| 79 | Llama2-7b-WhoIsHarryPotter | microsoft/Llama2-7b-WhoIsHarryPotter | microsoft | 33.8 | low | |
| 80 | CollectiveCognition-v1.1-Mistral-7B-GGUF | teknium/CollectiveCognition-v1.1-Mistral-7B | TheBloke | 32.4 | medium | |
| 81 | Redmond-Hermes-Coder-GPTQ | — | TheBloke | 19.6 | medium | |