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CodeLlama 70B Python Hf by meta-llama

 »  All LLMs  »  meta-llama  »  CodeLlama 70B Python Hf   URL Share it on

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Model Card on HF 🤗: https://huggingface.co/meta-llama/CodeLlama-70b-Python-hf 

CodeLlama 70B Python Hf Benchmarks

LLME Score: 0.18674
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
CodeLlama 70B Python Hf (meta-llama/CodeLlama-70b-Python-hf)

CodeLlama 70B Python Hf Parameters and Internals

Model Type 
code synthesis, text generation
Use Cases 
Areas:
commercial, research
Applications:
code synthesis and understanding
Primary Use Cases:
code assistant and generation applications
Limitations:
Cannot use in languages other than English., Cannot violate applicable laws or regulations.
Supported Languages 
English (fluent)
Training Details 
Methodology:
Fine-tuned with up to 16k tokens.
Context Length:
16000
Hardware Used:
Meta’s Research Super Cluster
Model Architecture:
Auto-regressive language model using optimized transformer architecture.
Input Output 
Input Format:
text only
Accepted Modalities:
text
Output Format:
text
LLM NameCodeLlama 70B Python Hf
Repository 🤗https://huggingface.co/meta-llama/CodeLlama-70b-Python-hf 
Model Size70b
Required VRAM77 GB
Updated2024-12-22
Maintainermeta-llama
Model Typellama
Model Files  4.7 GB: 1-of-29   4.7 GB: 2-of-29   5.0 GB: 3-of-29   5.0 GB: 4-of-29   4.7 GB: 5-of-29   4.7 GB: 6-of-29   4.7 GB: 7-of-29   5.0 GB: 8-of-29   5.0 GB: 9-of-29   4.7 GB: 10-of-29   4.7 GB: 11-of-29   4.7 GB: 12-of-29   5.0 GB: 13-of-29   5.0 GB: 14-of-29   4.7 GB: 15-of-29   4.7 GB: 16-of-29   4.7 GB: 17-of-29   5.0 GB: 18-of-29   5.0 GB: 19-of-29   4.7 GB: 20-of-29   4.7 GB: 21-of-29   4.7 GB: 22-of-29   5.0 GB: 23-of-29   5.0 GB: 24-of-29   4.7 GB: 25-of-29   4.7 GB: 26-of-29   4.7 GB: 27-of-29   5.0 GB: 28-of-29   3.8 GB: 29-of-29   4.7 GB: 1-of-29   4.7 GB: 2-of-29   5.0 GB: 3-of-29   5.0 GB: 4-of-29   4.7 GB: 5-of-29   4.7 GB: 6-of-29   4.7 GB: 7-of-29   5.0 GB: 8-of-29   5.0 GB: 9-of-29   4.7 GB: 10-of-29   4.7 GB: 11-of-29   4.7 GB: 12-of-29   5.0 GB: 13-of-29   5.0 GB: 14-of-29   4.7 GB: 15-of-29   4.7 GB: 16-of-29
Supported Languagescode
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length4096
Model Max Length4096
Transformers Version4.37.1
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-70b-Python-hf.

Rank the CodeLlama 70B Python Hf Capabilities

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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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