CodeLlama 70B Python GGUF by TheBloke

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  Arxiv:2308.12950 Base model:codellama/codellama... Base model:quantized:codellama...   Code   Codegen   Gguf   Llama   Llama2   Quantized   Region:us

CodeLlama 70B Python 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 70B Python GGUF (TheBloke/CodeLlama-70B-Python-GGUF)

CodeLlama 70B Python GGUF Parameters and Internals

Model Type 
code synthesis, understanding
Use Cases 
Primary Use Cases:
code synthesis, understanding tasks, Python programming
Limitations:
Use in any manner that violates laws, Use in languages other than English, Violation of Acceptable Use Policy
Supported Languages 
Python (specialist)
Training Details 
Methodology:
auto-regressive language model with optimized transformer architecture
Context Length:
16000
Model Architecture:
auto-regressive language model
Input Output 
Input Format:
text
Output Format:
text
LLM NameCodeLlama 70B Python GGUF
Repository ๐Ÿค—https://huggingface.co/TheBloke/CodeLlama-70B-Python-GGUF 
Model NameCodeLlama 70B Python
Model CreatorCode Llama
Base Model(s)  CodeLlama 70B Python Hf   codellama/CodeLlama-70b-Python-hf
Model Size70b
Required VRAM25.5 GB
Updated2024-12-22
MaintainerTheBloke
Model Typellama
Model Files  25.5 GB   36.1 GB   33.3 GB   29.9 GB   38.9 GB   41.4 GB   39.2 GB   47.5 GB   48.8 GB   47.5 GB
Supported Languagescode
GGUF QuantizationYes
Quantization Typegguf
Generates CodeYes
Model ArchitectureAutoModel
Licensellama2

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/CodeLlama-70B-Python-GGUF.

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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