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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: 0.18522
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
Updated2025-04-24
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 Fp161378267 GB
CodeLlama 34B Python Hf GGUF113512 GB

Best Alternatives to CodeLlama 34B Python Hf

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Context / RAM
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...gpt 32K Codellama 34B Instruct32K / 67.5 GB672
CodeLlama 34B Instruct Hf16K / 67.5 GB21518286
Phind CodeLlama 34B V216K / 67.5 GB34197831
ReflectionCoder CL 34B16K / 67.6 GB3660
Speechless Codellama 34B V2.016K / 67.5 GB39217
CodeLlama 34B Hf16K / 67.5 GB12580169
Phind CodeLlama 34B V116K / 67.5 GB575323
Phind CodeLlama 34B Python V116K / 67.5 GB503252
CodeLlama 34B Instruct Hf16K / 67.5 GB137216
CodeLlama 34B Hf16K / 67.5 GB44115
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 v20241227
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