CodeLlama 7B Instruct GGML by TheBloke

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

CodeLlama 7B Instruct 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 Instruct GGML Parameters and Internals

LLM NameCodeLlama 7B Instruct GGML
Repository ๐Ÿค—https://huggingface.co/TheBloke/CodeLlama-7B-Instruct-GGML 
Model NameCodeLlama 7B Instruct
Model CreatorMeta
Base Model(s)  codellama/CodeLlama-7b-instruct-hf   codellama/CodeLlama-7b-instruct-hf
Model Size7b
Required VRAM3 GB
Updated2024-10-18
MaintainerTheBloke
Model Typellama
Instruction-BasedYes
Model Files  3.0 GB   3.8 GB   3.5 GB   3.1 GB   3.8 GB   4.2 GB   4.2 GB   4.0 GB   4.6 GB   5.1 GB   4.9 GB   4.8 GB   5.7 GB   7.2 GB
Supported Languagescode
GGML QuantizationYes
Quantization Typeggml
Generates CodeYes
Model ArchitectureAutoModel
Licensellama2
CodeLlama 7B Instruct GGML (TheBloke/CodeLlama-7B-Instruct-GGML)

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

Rank the CodeLlama 7B Instruct 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  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803