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CodeLlama 7B Instruct Hf 4bit MLX by mlx-community

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  4bit   Code   Codegen   Instruct   Llama   Llama2   Mlx   Quantized   Region:us

CodeLlama 7B Instruct Hf 4bit MLX Benchmarks

LLME Score: 0.17683
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

CodeLlama 7B Instruct Hf 4bit MLX Parameters and Internals

Model Type 
text-generation
Additional Notes 
This model was converted to MLX format.
LLM NameCodeLlama 7B Instruct Hf 4bit MLX
Repository 🤗https://huggingface.co/mlx-community/CodeLlama-7b-Instruct-hf-4bit-MLX 
Base Model(s)  ...deLlama 7B Instruct Hf 8bits Q   AAProject/CodeLlama-7b-Instruct-hf-8bits-Q
Model Size7b
Required VRAM4.2 GB
Updated2024-11-21
Maintainermlx-community
Model Typellama
Instruction-BasedYes
Model Files  4.2 GB
Supported Languagescode
Quantization Type4bit
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length16384
Model Max Length16384
Transformers Version4.37.2
Vocabulary Size32016
Torch Data Typebfloat16
CodeLlama 7B Instruct Hf 4bit MLX (mlx-community/CodeLlama-7b-Instruct-hf-4bit-MLX)

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Note: green Score (e.g. "73.2") means that the model is better than mlx-community/CodeLlama-7b-Instruct-hf-4bit-MLX.

Rank the CodeLlama 7B Instruct 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 v20241110
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