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--- |
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license: other |
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license_name: nexusflowresearchlicense |
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license_link: >- |
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https://huggingface.co/Nexusflow/Athene-V2-Chat/resolve/main/Nexusflow_Research_License_.pdf |
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language: |
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- en |
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library_name: transformers |
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tags: |
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- RLHF |
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- Nexusflow |
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- Athene |
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- Chat Model |
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base_model: |
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- Qwen/Qwen2.5-72B-Instruct |
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--- |
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# Athene-V2-Chat-72B: Rivaling GPT-4o across Benchmarks |
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- AWQ 4bit version of [Nexusflow/Athene-V2-Chat](https://huggingface.co/Nexusflow/Athene-V2-Chat) |
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- [Quantization code](https://docs.vllm.ai/en/latest/quantization/auto_awq.html) |
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## Eval AWQ version |
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Evaluation results on ZebraGrid |
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``` |
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╒══════════════════════════════════╤════════╤══════════╤══════════╤══════════════╤═══════════════════╤═══════════════════╤════════════╤═════════════╤═════════════════╤═══════════════╕ |
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│ Model │ Mode │ N_Mode │ N_Size │ Puzzle Acc │ Easy Puzzle Acc │ Hard Puzzle Acc │ Cell Acc │ No answer │ Total Puzzles │ Reason Lens │ |
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╞══════════════════════════════════╪════════╪══════════╪══════════╪══════════════╪═══════════════════╪═══════════════════╪════════════╪═════════════╪═════════════════╪═══════════════╡ |
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│ o1-preview-2024-09-12 │ greedy │ single │ 1 │ 71.4 │ 98.57 │ 60.83 │ 75.14 │ 0.3 │ 1000 │ 1565.88 │ |
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│ o1-preview-2024-09-12-v2 │ greedy │ single │ 1 │ 70.4 │ 98.21 │ 59.58 │ 74.18 │ 0.4 │ 1000 │ 1559.71 │ |
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│ o1-mini-2024-09-12-v3 │ greedy │ single │ 1 │ 59.7 │ 86.07 │ 49.44 │ 70.32 │ 1 │ 1000 │ 1166.38 │ |
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│ o1-mini-2024-09-12-v2 │ greedy │ single │ 1 │ 56.8 │ 82.86 │ 46.67 │ 69.87 │ 1.3 │ 1000 │ 1164.95 │ |
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│ o1-mini-2024-09-12 │ greedy │ single │ 1 │ 52.6 │ 87.14 │ 39.17 │ 52.29 │ 0.8 │ 1000 │ 993.28 │ |
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│ claude-3-5-sonnet-20241022 │ greedy │ single │ 1 │ 36.2 │ 91.07 │ 14.86 │ 54.27 │ 0 │ 1000 │ 861.18 │ |
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│ claude-3-5-sonnet-20240620 │ greedy │ single │ 1 │ 33.4 │ 87.5 │ 12.36 │ 54.34 │ 0 │ 1000 │ 1141.94 │ |
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│ Llama-3.1-405B-Inst-fp8@together │ greedy │ single │ 1 │ 32.6 │ 87.14 │ 11.39 │ 45.8 │ 12.5 │ 1000 │ 314.66 │ |
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│ gpt-4o-2024-08-06 │ greedy │ single │ 1 │ 31.7 │ 84.64 │ 11.11 │ 50.34 │ 3.6 │ 1000 │ 1106.51 │ |
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│ gemini-1.5-pro-exp-0827 │ greedy │ single │ 1 │ 30.5 │ 79.64 │ 11.39 │ 50.84 │ 0.8 │ 1000 │ 1594.47 │ |
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│ Llama-3.1-405B-Inst@sambanova │ greedy │ single │ 1 │ 30.1 │ 84.64 │ 8.89 │ 39.06 │ 24.7 │ 1000 │ 2001.12 │ |
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│ chatgpt-4o-latest-24-09-07 │ greedy │ single │ 1 │ 29.9 │ 81.43 │ 9.86 │ 48.83 │ 4.2 │ 1000 │ 1539.99 │ |
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│ Mistral-Large-2 │ greedy │ single │ 1 │ 29 │ 80.36 │ 9.03 │ 47.64 │ 1.7 │ 1000 │ 1592.39 │ |
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│ gpt-4-turbo-2024-04-09 │ greedy │ single │ 1 │ 28.4 │ 80.71 │ 8.06 │ 47.9 │ 0.1 │ 1000 │ 1148.46 │ |
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│ gpt-4o-2024-05-13 │ greedy │ single │ 1 │ 28.2 │ 77.86 │ 8.89 │ 38.72 │ 19.3 │ 1000 │ 1643.51 │ |
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│ Athene-V2-Chat-AWQ │ greedy │ single │ 1 │ 27.8 │ 77.14 │ 8.61 │ 45.83 │ 6.4 │ 1000 │ 1785.7 │ |
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│ gpt-4-0314 │ greedy │ single │ 1 │ 27.1 │ 77.14 │ 7.64 │ 47.43 │ 0.2 │ 1000 │ 1203.17 │ |
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│ claude-3-opus-20240229 │ greedy │ single │ 1 │ 27 │ 78.21 │ 7.08 │ 48.91 │ 0 │ 1000 │ 855.72 │ |
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│ Qwen2.5-72B-Instruct │ greedy │ single │ 1 │ 26.6 │ 76.43 │ 7.22 │ 40.92 │ 11.9 │ 1000 │ 1795.9 │ |
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│ Qwen2.5-32B-Instruct │ greedy │ single │ 1 │ 26.1 │ 77.5 │ 6.11 │ 43.39 │ 6.3 │ 1000 │ 1333.07 │ |
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│ Athene-70B │ greedy │ single │ 1 │ 16.7 │ 52.5 │ 2.78 │ 32.98 │ 21.1 │ 1000 │ 391.19 │ |
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╘══════════════════════════════════╧════════╧══════════╧══════════╧══════════════╧═══════════════════╧═══════════════════╧════════════╧═════════════╧═════════════════╧═══════════════╛ |
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``` |
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