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CodeLlama 7B Python GPTQ by TheBloke

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  Arxiv:2308.12950   4-bit   Autotrain compatible   Code   Codegen   Custom code   Gptq   Llama   Llama2   Quantized   Region:us   Safetensors

CodeLlama 7B Python GPTQ Benchmarks

LLME Score: 0.14941
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

CodeLlama 7B Python GPTQ Parameters and Internals

LLM NameCodeLlama 7B Python GPTQ
Repository 🤗https://huggingface.co/TheBloke/CodeLlama-7B-Python-GPTQ 
Model NameCodeLlama 7B Python
Model CreatorMeta
Base Model(s)  codellama/CodeLlama-7b-python-hf   codellama/CodeLlama-7b-python-hf
Model Size7b
Required VRAM3.9 GB
Updated2024-09-19
MaintainerTheBloke
Model Typellama
Model Files  3.9 GB
Supported Languagescode
GPTQ QuantizationYes
Quantization Typegptq
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length16384
Model Max Length16384
Transformers Version4.32.0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typefloat16
CodeLlama 7B Python GPTQ (TheBloke/CodeLlama-7B-Python-GPTQ)

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

Rank the CodeLlama 7B Python GPTQ 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 v2024072803
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