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CodeLlama 13B Instruct GGUF by TheBloke

 »  All LLMs  »  TheBloke  »  CodeLlama 13B Instruct GGUF   URL Share it on

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  Arxiv:2308.12950 Base model:codellama/codellama... Base model:quantized:codellama...   Code   Codegen   Gguf   Instruct   Llama   Llama2   Quantized   Region:us
Model Card on HF 🤗: https://huggingface.co/TheBloke/CodeLlama-13B-Instruct-GGUF 

CodeLlama 13B Instruct GGUF Benchmarks

LLME Score: 0.17822
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 GGUF (TheBloke/CodeLlama-13B-Instruct-GGUF)

CodeLlama 13B Instruct GGUF Parameters and Internals

Model Type 
text-generation
Use Cases 
Areas:
Commercial, Research
Applications:
Code synthesis, Understanding tasks
Limitations:
Use in manner violating applicable laws or regulations, Use in languages other than English
Additional Notes 
1100 hours of GPU computation required for training. Estimated total emissions were 65.3 tCO2eq, 100% offset by Meta’s sustainability program.
Supported Languages 
English (Fluent)
Training Details 
Hardware Used:
A100-80GB
Model Architecture:
Auto-regressive language model using an optimized transformer architecture.
Safety Evaluation 
Ethical Considerations:
Code Llama may produce inaccurate or objectionable responses, and safety testing should be performed before deployment.
Responsible Ai Considerations 
Mitigation Strategies:
See Responsible Use Guide at https://ai.meta.com/llama/responsible-user-guide.
Input Output 
Input Format:
Text
Accepted Modalities:
text
Output Format:
Text
LLM NameCodeLlama 13B Instruct GGUF
Repository 🤗https://huggingface.co/TheBloke/CodeLlama-13B-Instruct-GGUF 
Model NameCodeLlama 13B Instruct
Model CreatorMeta
Base Model(s)  CodeLlama 13B Instruct Hf   codellama/CodeLlama-13b-Instruct-hf
Model Size13b
Required VRAM5.4 GB
Updated2024-12-21
MaintainerTheBloke
Model Typellama
Instruction-BasedYes
Model Files  5.4 GB   6.9 GB   6.3 GB   5.7 GB   7.4 GB   7.9 GB   7.4 GB   9.0 GB   9.2 GB   9.0 GB   10.7 GB   13.8 GB
Supported Languagescode
GGUF QuantizationYes
Quantization Typegguf
Generates CodeYes
Model ArchitectureAutoModel
Licensellama2

Best Alternatives to CodeLlama 13B Instruct GGUF

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Codellama 7B Instruct GGUF0K / 2.8 GB660
Codellama 13B Instruct GGUF0K / 13.8 GB90
CodeLlama 13B Instruct GGML0K / 5.7 GB2919
...fast Codellama 13B Instruct Hf0K / 13 GB71
Note: green Score (e.g. "73.2") means that the model is better than TheBloke/CodeLlama-13B-Instruct-GGUF.

Rank the CodeLlama 13B 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
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