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CodeLlama 70B Hf 4bit MLX by mlx-community

 »  All LLMs  »  mlx-community  »  CodeLlama 70B Hf 4bit MLX   URL Share it on

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  4bit   Code   Codegen   Llama   Llama2   Mlx   Quantized   Region:us   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/mlx-community/CodeLlama-70b-hf-4bit-MLX 

CodeLlama 70B Hf 4bit MLX Benchmarks

LLME Score: 0.17343
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
CodeLlama 70B Hf 4bit MLX (mlx-community/CodeLlama-70b-hf-4bit-MLX)

CodeLlama 70B Hf 4bit MLX Parameters and Internals

Model Type 
text-generation
Use Cases 
Areas:
Research, Commercial applications
Applications:
Code generation, Natural language processing
Primary Use Cases:
Text generation
Additional Notes 
This model was converted to MLX format.
Supported Languages 
English (High proficiency), Spanish (High proficiency), French (High proficiency)
Input Output 
Input Format:
Text prompt
Accepted Modalities:
text
Output Format:
Generated text
LLM NameCodeLlama 70B Hf 4bit MLX
Repository 🤗https://huggingface.co/mlx-community/CodeLlama-70b-hf-4bit-MLX 
Model Size70b
Required VRAM39.1 GB
Updated2024-12-22
Maintainermlx-community
Model Typellama
Model Files  5.3 GB: 1-of-8   5.3 GB: 2-of-8   5.3 GB: 3-of-8   5.3 GB: 4-of-8   5.3 GB: 5-of-8   5.3 GB: 6-of-8   5.3 GB: 7-of-8   2.0 GB: 8-of-8
Supported Languagescode
Quantization Type4bit
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length16384
Model Max Length16384
Transformers Version4.36.2
Vocabulary Size32016
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than mlx-community/CodeLlama-70b-hf-4bit-MLX.

Rank the CodeLlama 70B Hf 4bit MLX Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217
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