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README.md
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@@ -19,20 +19,20 @@ Evaluation of the model was conducted using the PoLL (Pool of LLM) technique, as
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(two per evaluator). The evaluators included GPT-4o, Gemini-1.5-pro, and Claude3.5-sonnet.
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Performance Scores (on a scale of 5):
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| Model | Score
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| gpt-4o | 4.13
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| mistralai/Mixtral-8x7B-Instruct-v0.1 | 3.71
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| **cmarkea/Mixtral-8x7B-Instruct-v0.1-4bit** | 3.68
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| gpt-3.5-turbo | 3.66
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| TheBloke/Mixtral-8x7B-Instruct-v0.1-GPTQ | 3.56
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| mistralai/Mistral-7B-Instruct-v0.2 | 1.98
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| cmarkea/bloomz-7b1-mt-sft-chat | 1.69
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| cmarkea/bloomz-3b-dpo-chat | 1.68
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| cmarkea/bloomz-3b-sft-chat | 1.51
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| croissantllm/CroissantLLMChat-v0.1 | 1.19
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| cmarkea/bloomz-560m-sft-chat | 1.04
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| OpenLLM-France/Claire-Mistral-7B-0.1 | 0.38
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The impact of quantization is negligible.
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(two per evaluator). The evaluators included GPT-4o, Gemini-1.5-pro, and Claude3.5-sonnet.
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Performance Scores (on a scale of 5):
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| Model | Score | # params (Billion) | size (GB) |
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|---------------------------------------------:|:--------:|:------------------:|:---------:|
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| gpt-4o | 4.13 | N/A | N/A |
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| mistralai/Mixtral-8x7B-Instruct-v0.1 | 3.71 | 46.7 | 93.4 |
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| **cmarkea/Mixtral-8x7B-Instruct-v0.1-4bit** | **3.68** | **46.7** | **23.35** |
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| gpt-3.5-turbo | 3.66 | 175 | 350 |
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| TheBloke/Mixtral-8x7B-Instruct-v0.1-GPTQ | 3.56 | 46.7 | 46.7 |
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| mistralai/Mistral-7B-Instruct-v0.2 | 1.98 | 7.25 | 14.5 |
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| cmarkea/bloomz-7b1-mt-sft-chat | 1.69 | 7.07 | 14.14 |
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| cmarkea/bloomz-3b-dpo-chat | 1.68 | 3 | 6 |
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| cmarkea/bloomz-3b-sft-chat | 1.51 | 3 | 6 |
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| croissantllm/CroissantLLMChat-v0.1 | 1.19 | 1.3 | 2.7 |
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| cmarkea/bloomz-560m-sft-chat | 1.04 | 0.56 | 1.12 |
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| OpenLLM-France/Claire-Mistral-7B-0.1 | 0.38 | 7.25 | 14.5 |
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The impact of quantization is negligible.
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