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CodeLlama 34B Instruct Hf 4bit by mlx-community

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  4bit   Code   Codegen   Instruct   Llama   Llama2   Mlx   Quantized   Region:us   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/mlx-community/CodeLlama-34b-Instruct-hf-4bit 

CodeLlama 34B Instruct Hf 4bit Benchmarks

LLME Score: 0.16411
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
CodeLlama 34B Instruct Hf 4bit (mlx-community/CodeLlama-34b-Instruct-hf-4bit)

CodeLlama 34B Instruct Hf 4bit Parameters and Internals

LLM NameCodeLlama 34B Instruct Hf 4bit
Repository 🤗https://huggingface.co/mlx-community/CodeLlama-34b-Instruct-hf-4bit 
Model Size34b
Required VRAM19.4 GB
Updated2025-02-05
Maintainermlx-community
Model Typellama
Instruction-BasedYes
Model Files  5.3 GB: 1-of-4   5.4 GB: 2-of-4   5.3 GB: 3-of-4   3.4 GB: 4-of-4   3.3 GB
Supported Languagescode
Quantization Type4bit
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length16384
Model Max Length16384
Transformers Version4.37.2
Vocabulary Size32000
Torch Data Typebfloat16

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CodeLlama 34B Instruct Fp1616K / 67.5 GB23927
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Speechless Codellama 34B V2.016K / 67.5 GB126017
CodeLlama 34B Instruct Hf16K / 67.5 GB147814
Speechless Codellama 34B V1.916K / 67.5 GB12530
CodeLlama 34B Instruct GPTQ16K / 18.3 GB118074
XAgentLLaMa 34B Preview16K / 157.3 GB123
...chless Codellama 34B V2.0 GPTQ16K / 17.7 GB174
...echless Codellama 34B V2.0 AWQ16K / 18.3 GB46
Note: green Score (e.g. "73.2") means that the model is better than mlx-community/CodeLlama-34b-Instruct-hf-4bit.

Rank the CodeLlama 34B Instruct Hf 4bit 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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Release v20241227
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