CodeLlama 7B Python GGML by TheBloke

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  Arxiv:2308.12950   Code   Codegen   Ggml   Llama   Llama2   Quantized   Region:us

CodeLlama 7B Python GGML Benchmarks

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 GGML Parameters and Internals

LLM NameCodeLlama 7B Python GGML
Repository ๐Ÿค—https://huggingface.co/TheBloke/CodeLlama-7B-Python-GGML 
Model NameCodeLlama 7B Python
Model CreatorMeta
Base Model(s)  codellama/CodeLlama-7b-python-hf   codellama/CodeLlama-7b-python-hf
Model Size7b
Required VRAM2.9 GB
Updated2024-09-07
MaintainerTheBloke
Model Typellama
Model Files  2.9 GB   3.6 GB   3.3 GB   3.0 GB   3.8 GB   4.2 GB   4.1 GB   3.8 GB   4.7 GB   5.1 GB   4.8 GB   4.7 GB   5.5 GB   7.1 GB
Supported Languagescode
GGML QuantizationYes
Quantization Typeggml
Generates CodeYes
Model ArchitectureAutoModel
Licensellama2
CodeLlama 7B Python GGML (TheBloke/CodeLlama-7B-Python-GGML)

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

Rank the CodeLlama 7B Python GGML 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 v2024072803