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@@ -13,20 +13,20 @@ for the task, to 5, representing a model that fully met expectations. The evalua
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  Java, JavaScript, and Pseudo-code. All tests were conducted in a French-language context, and models were heavily penalized if they responded in another language,
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  even if the response was technically correct.
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- | model | score |
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- |:-----------------------------------------------:|:-----------:|
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- | gemini-1.5-pro | 4.50995 |
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- | gpt-4o | 4.50995 |
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- | claude3.5-sonnet | 4.48756 |
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- | deepseek-ai/DeepSeek-Coder-V2-Lite-Instruct | 4.23691 |
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- | meta-llama/Meta-Llama-3.1-70B-Instruct | 4.23383 |
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- | cmarkea/Meta-Llama-3.1-70B-Instruct-4bit | 4.1393 |
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- | cmarkea/Mixtral-8x7B-Instruct-v0.1-4bit | 3.801 |
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- | meta-llama/Meta-Llama-3.1-8B-Instruct | 3.72637 |
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- | mistralai/Mixtral-8x7B-Instruct-v0.1 | 3.33416 |
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- | codellama/CodeLlama-13b-Instruct-hf | 3.32836 |
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- | codellama/CodeLlama-34b-Instruct-hf | 3.27363 |
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- | codellama/CodeLlama-7b-Instruct-hf | 3.19403 |
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- | cmarkea/CodeLlama-34b-Instruct-hf-4bit | 3.12189 |
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- | codellama/CodeLlama-70b-Instruct-hf | 1.81592 |
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- | **cmarkea/CodeLlama-70b-Instruct-hf-4bit** | **1.6409** |
 
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  Java, JavaScript, and Pseudo-code. All tests were conducted in a French-language context, and models were heavily penalized if they responded in another language,
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  even if the response was technically correct.
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+ | model | score | # params (Billion) | size (GB) |
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+ |------------------------------------------------:|:-----------:|:------------------:|:---------:|
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+ | gemini-1.5-pro | 4.50995 | NA | NA |
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+ | gpt-4o | 4.50995 | NA | NA |
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+ | claude3.5-sonnet | 4.48756 | NA | NA |
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+ | deepseek-ai/DeepSeek-Coder-V2-Lite-Instruct | 4.23691 | 15.7 | 31.4 |
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+ | meta-llama/Meta-Llama-3.1-70B-Instruct | 4.23383 | 70.06 | 140.12 |
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+ | cmarkea/Meta-Llama-3.1-70B-Instruct-4bit | 4.1393 | 70.06 | 35.3 |
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+ | cmarkea/Mixtral-8x7B-Instruct-v0.1-4bit | 3.801 | 46.7 | 23.35 |
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+ | meta-llama/Meta-Llama-3.1-8B-Instruct | 3.72637 | 8.03 | 16.06 |
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+ | mistralai/Mixtral-8x7B-Instruct-v0.1 | 3.33416 | 46.7 | 93.4 |
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+ | codellama/CodeLlama-13b-Instruct-hf | 3.32836 | 13 | 26 |
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+ | codellama/CodeLlama-34b-Instruct-hf | 3.27363 | 33.7 | 67.4 |
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+ | codellama/CodeLlama-7b-Instruct-hf | 3.19403 | 6.74 | 13.48 |
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+ | cmarkea/CodeLlama-34b-Instruct-hf-4bit | 3.12189 | 33.7 | 16.85 |
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+ | codellama/CodeLlama-70b-Instruct-hf | 1.81592 | 69 | 138 |
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+ | **cmarkea/CodeLlama-70b-Instruct-hf-4bit** | **1.6409** | 69 | 34.5 |