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CodeLlama 7B AWQ by TheBloke

 »  All LLMs  »  TheBloke  »  CodeLlama 7B AWQ   URL Share it on

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  Arxiv:2308.12950   4-bit   Autotrain compatible   Awq Base model:codellama/codellama... Base model:quantized:codellama...   Code   Codegen   Llama   Llama2   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/TheBloke/CodeLlama-7B-AWQ 

CodeLlama 7B AWQ Benchmarks

LLME Score: 0.13977
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
CodeLlama 7B AWQ (TheBloke/CodeLlama-7B-AWQ)

CodeLlama 7B AWQ Parameters and Internals

Model Type 
code synthesis, text generation
Use Cases 
Areas:
commercial, research
Applications:
code assistant, code generation
Primary Use Cases:
code synthesis, understanding tasks
Limitations:
Not tested in languages other than English
Additional Notes 
Trained with Meta's Research Super Cluster, emission offset by Meta’s sustainability program. Compatible with AutoAWQ and vLLM. Not compatible with Huggingface Text Generation Inference (TGI) yet.
Supported Languages 
English (fully supported)
Training Details 
Methodology:
Training libraries and RSC
Hardware Used:
A100-80GB
Model Architecture:
Optimized transformer architecture
Input Output 
Input Format:
text prompts
Accepted Modalities:
text
Output Format:
text
LLM NameCodeLlama 7B AWQ
Repository 🤗https://huggingface.co/TheBloke/CodeLlama-7B-AWQ 
Model NameCodeLlama 7B
Model CreatorMeta
Base Model(s)  CodeLlama 7B Hf   codellama/CodeLlama-7b-hf
Model Size7b
Required VRAM3.9 GB
Updated2024-12-22
MaintainerTheBloke
Model Typellama
Model Files  3.9 GB
Supported Languagescode
AWQ QuantizationYes
Quantization Typeawq
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length16384
Model Max Length16384
Transformers Version4.33.0.dev0
Tokenizer ClassCodeLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32016
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/CodeLlama-7B-AWQ.

Rank the CodeLlama 7B AWQ 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 v20241217
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