CodeLlama 7B Instruct GGUF by TheBloke

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

CodeLlama 7B Instruct GGUF 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 GGUF (TheBloke/CodeLlama-7B-Instruct-GGUF)

CodeLlama 7B Instruct GGUF Parameters and Internals

Model Type 
text-generation
Use Cases 
Limitations:
Use in languages other than English., Use in violation of laws or in prohibited ways.
Training Details 
Hardware Used:
A100-80GB
Model Architecture:
optimized transformer architecture
Input Output 
Input Format:
Models input text only.
Output Format:
Models generate text only.
LLM NameCodeLlama 7B Instruct GGUF
Repository ๐Ÿค—https://huggingface.co/TheBloke/CodeLlama-7B-Instruct-GGUF 
Model NameCodeLlama 7B Instruct
Model CreatorMeta
Base Model(s)  codellama/CodeLlama-7b-instruct-hf   codellama/CodeLlama-7b-instruct-hf
Model Size7b
Required VRAM2.8 GB
Updated2024-12-22
MaintainerTheBloke
Model Typellama
Instruction-BasedYes
Model Files  2.8 GB   3.6 GB   3.3 GB   3.0 GB   3.8 GB   4.1 GB   3.9 GB   4.7 GB   4.8 GB   4.7 GB   5.5 GB   7.2 GB
Supported Languagescode
GGUF QuantizationYes
Quantization Typegguf
Generates CodeYes
Model ArchitectureAutoModel
Licensellama2

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Rank the CodeLlama 7B Instruct GGUF 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 v20241217