LLM EXPLORER
 LLM Explorer: A Curated Large Language Model Directory and Analytics
Dark Theme
  LLM  List    LLM Hosting    LLM Leaderboards    Blog    Newsfeed    Advertise

CodeLlama 7B Python Hf by codellama

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

  5257   
  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-Python-hf 

CodeLlama 7B Python Hf Benchmarks

ARC: 29.27 vs 96.7 (so35)-69.7%
HellaSwag: 50.12 vs 95.3 (gpt4)-47.4%
MMLU: 28.37 vs 88.3 (so35)-67.9%
TruthfulQA: 41.61 vs 59 (gpt4)-29.5%
WinoGrande: 64.01 vs 87.5 (gpt4)-26.8%
GSM8K: 5.16 vs 96.4 (so35)-94.6%
HumanEvalA: 23.5
Python Eva: 40.48 vs 92 (so35)-56%
Java Eval: 29.15
Javascript: 36.34
CPP Eval: 30.34
PHP Eval: 1.08
Julia Eval: 28.53
D Eval: 8.94
Lua Eval: 26.15
R Eval: 18.25
Racket Eva: 9.04
Rust Eval: 26.96
Swift Eval: 26.75
LLME Score: 0.21173
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
CodeLlama 7B Python Hf (codellama/CodeLlama-7b-Python-hf)

CodeLlama 7B 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 7B Python Hf
Repository 🤗https://huggingface.co/codellama/CodeLlama-7b-Python-hf 
Model Size7b
Required VRAM13.5 GB
Updated2025-02-05
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 Size32000
Torch Data Typebfloat16

Quantized Models of the CodeLlama 7B Python Hf

Model
Likes
Downloads
VRAM
CodeLlama 7B Python Fp1692113 GB

Best Alternatives to CodeLlama 7B Python Hf

Best Alternatives
Context / RAM
Downloads
Likes
Deepseek Coder 6.7B Instruct16K / 13.5 GB31321374
CodeLlama 7B Instruct Hf16K / 13.5 GB131801224
CodeLlama 7B Hf16K / 13.5 GB65816344
CodeLlama 7B Hf16K / 13.5 GB2515079
CodeLlama 7B Instruct Hf16K / 13.5 GB2757237
GetCode Slerp16K / 13.6 GB12291
MathCoder2 CodeLlama 7B16K / 13.5 GB375
Wizardllama 7B16K / 13.5 GB610
Cdlm 7 Ko Nl2sql V1.016K / 13.5 GB23114
CodeLlama 7B Hf16K / 13.5 GB111263
Note: green Score (e.g. "73.2") means that the model is better than codellama/CodeLlama-7b-Python-hf.

Rank the CodeLlama 7B 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  

What open-source LLMs or SLMs are you in search of? 42577 in total.

Email us: info@extractum.io. Our Privacy Policy  | Terms and Conditions  | Suggest an improvement.
Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
  Support LLM Explorer