CodeLlama 13B Instruct GGML by TheBloke

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  Arxiv:2308.12950 Base model:codellama/codellama... Base model:finetune:codellama/...   Code   Codegen   Ggml   Instruct   Llama   Llama2   Quantized   Region:us

CodeLlama 13B 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 13B Instruct GGML (TheBloke/CodeLlama-13B-Instruct-GGML)

CodeLlama 13B Instruct GGML Parameters and Internals

Model Type 
llama, text-generation
Use Cases 
Primary Use Cases:
code synthesis, code understanding, instruction following, safer deployment for code assistant and generation
Additional Notes 
NOTE: GGML format has now been superseded by GGUF, and GGML models are deprecated in 'llama.cpp'.
Training Details 
Hardware Used:
A100-80GB
Model Architecture:
auto-regressive transformer architecture
LLM NameCodeLlama 13B Instruct GGML
Repository ๐Ÿค—https://huggingface.co/TheBloke/CodeLlama-13B-Instruct-GGML 
Model NameCodeLlama 13B Instruct
Model CreatorMeta
Base Model(s)  CodeLlama 13B Instruct Hf   codellama/CodeLlama-13b-Instruct-hf
Model Size13b
Required VRAM5.7 GB
Updated2024-12-21
MaintainerTheBloke
Model Typellama
Instruction-BasedYes
Model Files  5.7 GB   7.1 GB   6.5 GB   5.9 GB   7.3 GB   8.1 GB   8.1 GB   7.6 GB   8.9 GB   9.8 GB   9.4 GB   9.2 GB   10.8 GB   13.8 GB
Supported Languagescode
GGML QuantizationYes
Quantization Typeggml
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-13B-Instruct-GGML.

Rank the CodeLlama 13B Instruct GGML Capabilities

๐Ÿ†˜ Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! ๐ŸŒŸ

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