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CodeLlama 7B Hf by codellama

 »  All LLMs  »  codellama  »  CodeLlama 7B Hf   URL Share it on

  65363   
  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-7b-hf 

CodeLlama 7B Hf Benchmarks

ARC: 39.93 vs 96.7 (so35)-58.7%
HellaSwag: 60.8 vs 95.3 (gpt4)-36.2%
MMLU: 31.12 vs 88.3 (so35)-64.8%
TruthfulQA: 37.82 vs 59 (gpt4)-35.9%
WinoGrande: 64.01 vs 87.5 (gpt4)-26.8%
GSM8K: 5.16 vs 96.4 (so35)-94.6%
HumanEvalA: 24.36
Python Eva: 29.98 vs 92 (so35)-67.4%
Java Eval: 29.2
Javascript: 31.8
CPP Eval: 27.23
PHP Eval: 25.17
Julia Eval: 25.6
D Eval: 11.6
Lua Eval: 30.36
R Eval: 18.04
Racket Eva: 11.94
Rust Eval: 25.82
Swift Eval: 25.52
LLME Score: 0.24347
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
CodeLlama 7B Hf (codellama/CodeLlama-7b-hf)

CodeLlama 7B Hf Parameters and Internals

Model Type 
text generation, code synthesis, code understanding
Use Cases 
Areas:
commercial, research
Applications:
code synthesis, code understanding, code assistant, code generation
Limitations:
use in languages other than English, violations of laws or regulations
Supported Languages 
English (fluent), programming languages (relevant)
Training Details 
Data Sources:
same data as Llama 2
Hardware Used:
A100-80GB (TDP of 350-400W)
Model Architecture:
Auto-regressive language model with optimized transformer architecture
Safety Evaluation 
Ethical Considerations:
Potential outputs cannot be predicted in advance; may produce inaccurate or objectionable responses.
Input Output 
Input Format:
text only
Output Format:
text only
LLM NameCodeLlama 7B Hf
Repository 🤗https://huggingface.co/codellama/CodeLlama-7b-hf 
Model Size7b
Required VRAM13.5 GB
Updated2025-05-15
Maintainercodellama
Model Typellama
Model Files  10.0 GB: 1-of-2   3.5 GB: 2-of-2   4.9 GB: 1-of-3   5.0 GB: 2-of-3   3.6 GB: 3-of-3
Supported Languagescode
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length16384
Model Max Length16384
Transformers Version4.33.0.dev0
Tokenizer ClassCodeLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32016
Torch Data Typebfloat16

Quantized Models of the CodeLlama 7B Hf

Model
Likes
Downloads
VRAM
Bachinstruct Codellama7b14513 GB
CodeLlama 7B GGUF12277902 GB
Musicllm0613 GB
CodeLlama 7B AWQ5543 GB
CodeLlama 7B GPTQ141723 GB
CodeLlama 7B GGML2793 GB

Best Alternatives to CodeLlama 7B Hf

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CodeV CL 7B16K / 13.5 GB81
Note: green Score (e.g. "73.2") means that the model is better than codellama/CodeLlama-7b-hf.

Rank the CodeLlama 7B 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 v20241227
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