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CodeLlama 13B Hf by meta-llama

 »  All LLMs  »  meta-llama  »  CodeLlama 13B Hf   URL Share it on

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  Arxiv:2308.12950   Autotrain compatible   Code   Codegen   Endpoints compatible   Facebook   Llama   Llama2   Meta   Pytorch   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/meta-llama/CodeLlama-13b-hf 

CodeLlama 13B Hf Benchmarks

LLME Score: 0.19322
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
CodeLlama 13B Hf (meta-llama/CodeLlama-13b-hf)

CodeLlama 13B Hf Parameters and Internals

Model Type 
Text Generation, Code Synthesis
Use Cases 
Areas:
Commercial Use, Research Use
Applications:
Code Synthesis, Understanding Tasks, Code Assistant, Generation Applications
Primary Use Cases:
Python Programming, Code Generation
Limitations:
Only tested in English, Violations of laws, Use in languages other than English
Considerations:
Consider meta's responsible use guide for deployment.
Additional Notes 
This is a static model trained on an offline dataset with potential future improvements through community feedback.
Supported Languages 
English (Full proficiency)
Training Details 
Data Sources:
Llama 2 Data Sources
Data Volume:
Unspecified
Methodology:
Optimized Transformer Architecture
Training Time:
January 2023 to July 2023
Hardware Used:
Meta’s Research Super Cluster, A100-80GB GPUs
Model Architecture:
Auto-regressive Transformer
Responsible Ai Considerations 
Fairness:
Not fully assessed; testing conducted primarily in English.
Transparency:
Responsible Use Guide provides some transparency guidelines.
Accountability:
Meta is accountable for the license and guidelines, while developers are responsible for output customization.
Mitigation Strategies:
Safety testing and tuning are recommended for specific applications.
Input Output 
Input Format:
Text only
Output Format:
Text only
LLM NameCodeLlama 13B Hf
Repository 🤗https://huggingface.co/meta-llama/CodeLlama-13b-hf 
Model Size13b
Required VRAM26 GB
Updated2024-12-22
Maintainermeta-llama
Model Typellama
Model Files  9.9 GB: 1-of-3   9.9 GB: 2-of-3   6.2 GB: 3-of-3   9.9 GB: 1-of-3   9.9 GB: 2-of-3   6.5 GB: 3-of-3
Supported Languagescode
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length16384
Model Max Length16384
Transformers Version4.32.0.dev0
Tokenizer ClassCodeLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32016
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than meta-llama/CodeLlama-13b-hf.

Rank the CodeLlama 13B Hf Capabilities

🆘 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! 🌟

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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