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README.md
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## OpenLLM Leaderboard Performance
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| Models
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| google/gemma-2b
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| wandb/gemma-2b-zephyr-sft
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| wandb/gemma-2b-zephyr-dpo
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| **Columbia-NLP/gemma-2b-zephyr-sft**
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| Columbia-NLP/gemma-2b-zephyr-dpo
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## MT-Bench
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GPT-4-0125-preview as Judge
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| Model
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| wandb/gemma-2b-zephyr-sft
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| wandb/gemma-2b-zephyr-dpo
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| **Columbia-NLP/gemma-2b-zephyr-sft**
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| Columbia-NLP/gemma-2b-zephyr-dpo
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## OpenLLM Leaderboard Performance
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| Models | Avg. | ARC-C | HellaSwag | MMLU | TruthfulQA | Winogrande | GSM8k |
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| google/gemma-2b | 46.37| 48.38 | 71.77 | 41.77| 33.08 | 34.42 | 16.91 |
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| wandb/gemma-2b-zephyr-sft | 47.18| 49.74 | 72.38 | 41.37| 34.42 | 66.93 | 18.27 |
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| wandb/gemma-2b-zephyr-dpo | 46.92| 49.66 | 72.23 | 41.13| 34.47 | 66.54 | 17.51 |
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| **Columbia-NLP/gemma-2b-zephyr-sft** | 48.75| 51.80 | 72.63 | 42.20| 41.96 | 63.85 | 20.09 |
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| Columbia-NLP/gemma-2b-zephyr-dpo | 49.14| 52.22 | 73.11 | 42.55| 42.64 | 64.40 | 19.94 |
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## MT-Bench
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GPT-4-0125-preview as Judge
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| Model | Total | Coding | Extraction | Humanities | Math | Reasoning | Roleplay | STEM | Writing |
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| wandb/gemma-2b-zephyr-sft | 4.03 | 3.10 | 3.15 | 5.00 | 2.70 | 2.65 | 5.10 | 4.80 | 5.75 |
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| wandb/gemma-2b-zephyr-dpo | 4.06 | 2.80 | 2.90 | 5.55 | 2.65 | 2.70 | 5.20 | 4.80 | 5.85 |
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| **Columbia-NLP/gemma-2b-zephyr-sft** | 4.34 | 3.10 | 3.70 | 6.25 | 2.65 | 2.70 | 5.55 | 5.25 | 5.50 |
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| Columbia-NLP/gemma-2b-zephyr-dpo | 4.75 | 3.50 | 4.05 | 6.75 | 3.30 | 3.70 | 5.85 | 5.40 | 5.53 |
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