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CodeLlama 13B Python Hf by codellama

 »  All LLMs  »  codellama  »  CodeLlama 13B Python Hf   URL Share it on

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

CodeLlama 13B Python Hf Benchmarks

ARC: 32.59 vs 96.7 (so35)-66.3%
HellaSwag: 43.94 vs 95.3 (gpt4)-53.9%
MMLU: 27.23 vs 88.3 (so35)-69.2%
TruthfulQA: 44.59 vs 59 (gpt4)-24.4%
WinoGrande: 65.04 vs 87.5 (gpt4)-25.7%
GSM8K: 8.64 vs 96.4 (so35)-91%
HumanEvalA: 28.67
Python Eva: 42.89 vs 92 (so35)-53.4%
Java Eval: 33.56
Javascript: 40.66
CPP Eval: 36.21
PHP Eval: 34.55
Julia Eval: 30.4
D Eval: 9.82
Lua Eval: 29.9
R Eval: 18.35
Racket Eva: 12.51
Rust Eval: 29.32
Swift Eval: 25.85
LLME Score: 0.19988
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
CodeLlama 13B Python Hf (codellama/CodeLlama-13b-Python-hf)

CodeLlama 13B Python Hf Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
Commercial
Primary Use Cases:
General code synthesis and understanding, Python programming language handling
Limitations:
Not tested for all scenarios, May produce inaccurate or objectionable responses
Considerations:
Users should be aware of potential unpredictable outputs and conduct safety testing.
Additional Notes 
Designed for general code synthesis and understanding with a specialization in Python.
Training Details 
Hardware Used:
Type A100-80GB
Model Architecture:
Auto-regressive language model optimized with transformer architecture
Responsible Ai Considerations 
Mitigation Strategies:
Developers should perform safety testing and tuning tailored to their specific applications of the model.
Input Output 
Input Format:
Text
Accepted Modalities:
text
Output Format:
Text
LLM NameCodeLlama 13B Python Hf
Repository 🤗https://huggingface.co/codellama/CodeLlama-13b-Python-hf 
Model Size13b
Required VRAM26 GB
Updated2024-12-21
Maintainercodellama
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 Size32000
Torch Data Typebfloat16

Quantized Models of the CodeLlama 13B Python Hf

Model
Likes
Downloads
VRAM
CodeLlama 13B Python Fp1625154726 GB

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CodeLlama 13B Hf16K / 26 GB25812
Note: green Score (e.g. "73.2") means that the model is better than codellama/CodeLlama-13b-Python-hf.

Rank the CodeLlama 13B Python 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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Release v20241217
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