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CodeLlama 34B Hf by meta-llama

 »  All LLMs  »  meta-llama  »  CodeLlama 34B 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-34b-hf 

CodeLlama 34B Hf Benchmarks

LLME Score: 0.18489
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
CodeLlama 34B Hf (meta-llama/CodeLlama-34b-hf)

CodeLlama 34B Hf Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
commercial, research
Primary Use Cases:
code synthesis, code understanding, code assistant
Limitations:
Use in any manner that violates applicable laws, Testing conducted primarily in English
Considerations:
Developers should perform safety testing tailored to their specific applications of the model.
Additional Notes 
Custom commercial license applies.
Training Details 
Methodology:
Auto-regressive language model using transformer architecture.
Hardware Used:
Meta’s Research Super Cluster - A100-80GB GPUs
Model Architecture:
Transformer architecture
Input Output 
Input Format:
Text only
Output Format:
Text generation
LLM NameCodeLlama 34B Hf
Repository 🤗https://huggingface.co/meta-llama/CodeLlama-34b-hf 
Model Size34b
Required VRAM67.5 GB
Updated2025-02-05
Maintainermeta-llama
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

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Note: green Score (e.g. "73.2") means that the model is better than meta-llama/CodeLlama-34b-hf.

Rank the CodeLlama 34B 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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