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

CodeLlama 13B Python Hf by codellama

 »  All LLMs  »  codellama  »  CodeLlama 13B Python Hf   URL Share it on

  2280   

CodeLlama 13B Python Hf is an open-source language model by codellama. Features: 13b LLM, VRAM: 26GB, Context: 16K, License: llama2, Code Generating, HF Score: 37, LLM Explorer Score: 0.15, Arc: 32.6, HellaSwag: 43.9, MMLU: 27.2, TruthfulQA: 44.6, WinoGrande: 65, GSM8K: 8.6, HumanEval: 42.9.

  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-13b-Python-hf 

CodeLlama 13B Python Hf Benchmarks

ARC: 32.59 vs 96.7 (so35)-66.3%
HellaSwag: 43.94 vs 95.3 (gpt4)-53.9%
MMLU: 27.23 vs 88.3 (so35)-69.2%
TruthfulQA: 44.59 vs 59 (gpt4)-24.4%
WinoGrande: 65.04 vs 87.5 (gpt4)-25.7%
GSM8K: 8.64 vs 96.4 (so35)-91%
HumanEvalA: 28.67
Python Eva: 42.89 vs 92 (so35)-53.4%
Java Eval: 33.56
Javascript: 40.66
CPP Eval: 36.21
PHP Eval: 34.55
Julia Eval: 30.4
D Eval: 9.82
Lua Eval: 29.9
R Eval: 18.35
Racket Eva: 12.51
Rust Eval: 29.32
Swift Eval: 25.85
LLME Score: 0.15283
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
CodeLlama 13B Python Hf (codellama/CodeLlama-13b-Python-hf)
🌟 Advertise your project 🚀

CodeLlama 13B Python Hf Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
Commercial
Primary Use Cases:
General code synthesis and understanding, Python programming language handling
Limitations:
Not tested for all scenarios, May produce inaccurate or objectionable responses
Considerations:
Users should be aware of potential unpredictable outputs and conduct safety testing.
Additional Notes 
Designed for general code synthesis and understanding with a specialization in Python.
Training Details 
Hardware Used:
Type A100-80GB
Model Architecture:
Auto-regressive language model optimized with 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
Accepted Modalities:
text
Output Format:
Text
LLM NameCodeLlama 13B Python Hf
Repository 🤗https://huggingface.co/codellama/CodeLlama-13b-Python-hf 
Model Size13b
Required VRAM26 GB
Updated2025-09-23
Maintainercodellama
Model Typellama
Model Files  9.9 GB: 1-of-3   9.9 GB: 2-of-3   6.2 GB: 3-of-3   9.9 GB: 1-of-3   9.9 GB: 2-of-3   6.5 GB: 3-of-3
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 13B Python Hf

Model
Likes
Downloads
VRAM
CodeLlama 13B Python Fp1625144726 GB

Best Alternatives to CodeLlama 13B Python Hf

Best Alternatives
Context / RAM
Downloads
Likes
NexusRaven V2 13B16K / 26 GB73470
CodeLlama 13B Instruct Hf16K / 26 GB5282159
CodeLlama 13B MORepair16K / 26 GB172
CodeLlama 13B Hf16K / 26 GB4576118
CodeLlama 13B Hf16K / 26 GB476822
Tora Code 13B V1.016K / 26 GB85915
Speechless Codellama Orca 13B16K / 26 GB17582
Codellama 13B Oasst Sft V1016K / 25.9 GB120870
...ma 13B Hf Truncated Embeddings16K / 52.3 GB50
CodeLlama 13B Hf16K / 26 GB16320
Note: green Score (e.g. "73.2") means that the model is better than codellama/CodeLlama-13b-Python-hf.

Rank the CodeLlama 13B 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? 52721 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.
Check out Ag3ntum — our secure, self-hosted AI agent for server management.
Release v20260328a
  Support LLM Explorer