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CodeLlama 34B Python Hf by codellama

 »  All LLMs  »  codellama  »  CodeLlama 34B 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-34b-Python-hf 

CodeLlama 34B Python Hf Benchmarks

ARC: 40.19 vs 96.7 (so35)-58.4%
HellaSwag: 36.82 vs 95.3 (gpt4)-61.4%
MMLU: 34.79 vs 88.3 (so35)-60.6%
TruthfulQA: 44.28 vs 59 (gpt4)-24.9%
WinoGrande: 71.19 vs 87.5 (gpt4)-18.6%
GSM8K: 14.33 vs 96.4 (so35)-85.1%
HumanEvalA: 33.87
Python Eva: 53.29 vs 92 (so35)-42.1%
Java Eval: 39.46
Javascript: 44.72
CPP Eval: 39.09
PHP Eval: 39.78
Julia Eval: 31.37
D Eval: 17.29
Lua Eval: 31.9
R Eval: 22.35
Racket Eva: 13.19
Rust Eval: 39.67
Swift Eval: 34.3
LLME Score: 0.21442
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
CodeLlama 34B Python Hf (codellama/CodeLlama-34b-Python-hf)

CodeLlama 34B Python Hf Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
Commercial, Research
Applications:
Code synthesis and understanding, Python programming
Primary Use Cases:
Python specialist, Code completion
Limitations:
Use in languages other than English, Potentially objectionable content
Training Details 
Hardware Used:
A100-80GB
Model Architecture:
Auto-regressive language model with optimized 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 only
Output Format:
Text only
LLM NameCodeLlama 34B Python Hf
Repository 🤗https://huggingface.co/codellama/CodeLlama-34b-Python-hf 
Model Size34b
Required VRAM67.5 GB
Updated2024-12-22
Maintainercodellama
Model Typellama
Model Files  9.8 GB: 1-of-7   9.7 GB: 2-of-7   9.7 GB: 3-of-7   9.7 GB: 4-of-7   9.7 GB: 5-of-7   9.7 GB: 6-of-7   9.2 GB: 7-of-7   9.8 GB: 1-of-7   9.7 GB: 2-of-7   9.7 GB: 3-of-7   9.7 GB: 4-of-7   9.7 GB: 5-of-7   9.7 GB: 6-of-7   9.4 GB: 7-of-7
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 34B Python Hf

Model
Likes
Downloads
VRAM
CodeLlama 34B Python Fp1612198867 GB
CodeLlama 34B Python Hf GGUF16612 GB

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Phind CodeLlama 34B Python V116K / 67.5 GB916253
CodeLlama 34B Hf16K / 67.5 GB48612
Note: green Score (e.g. "73.2") means that the model is better than codellama/CodeLlama-34b-Python-hf.

Rank the CodeLlama 34B 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217
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