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

OpenMath CodeLlama 13B Python Hf by nvidia

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

  174   
  Arxiv:2402.10176   Autotrain compatible Base model:codellama/codellama... Base model:finetune:codellama/...   Code   Codegen Dataset:nvidia/openmathinstruc...   En   Endpoints compatible   Llama   Math   Nvidia   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/nvidia/OpenMath-CodeLlama-13b-Python-hf 

OpenMath CodeLlama 13B Python Hf Benchmarks

LLME Score: 0.16583
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
OpenMath CodeLlama 13B Python Hf (nvidia/OpenMath-CodeLlama-13b-Python-hf)

OpenMath CodeLlama 13B Python Hf Parameters and Internals

Model Type 
mathematical problem solving, text-based reasoning, Python code execution
Use Cases 
Areas:
research, commercial applications
Primary Use Cases:
solve mathematical problems, integrate text-based reasoning with code execution
Additional Notes 
The model solves mathematical problems by integrating text-based reasoning with code blocks executed by Python interpreter. A pipeline is fully open-sourced.
Supported Languages 
en (Proficient)
Training Details 
Data Sources:
nvidia/OpenMathInstruct-1
Data Volume:
1.8M problem-solution pairs
Methodology:
Trained using a math instruction tuning dataset generated with Mixtral-8x7B model.
LLM NameOpenMath CodeLlama 13B Python Hf
Repository 🤗https://huggingface.co/nvidia/OpenMath-CodeLlama-13b-Python-hf 
Base Model(s)  CodeLlama 13B Python Hf   codellama/CodeLlama-13b-Python-hf
Model Size13b
Required VRAM26 GB
Updated2025-03-12
Maintainernvidia
Model Typellama
Model Files  9.9 GB: 1-of-3   9.9 GB: 2-of-3   6.2 GB: 3-of-3
Supported Languagesen
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length16384
Model Max Length16384
Transformers Version4.37.2
Tokenizer ClassCodeLlamaTokenizer
Vocabulary Size32000
Torch Data Typebfloat16

Quantized Models of the OpenMath CodeLlama 13B Python Hf

Model
Likes
Downloads
VRAM
...th CodeLlama 13B Python Hf AWQ0157 GB

Best Alternatives to OpenMath CodeLlama 13B Python Hf

Best Alternatives
Context / RAM
Downloads
Likes
NexusRaven V2 13B16K / 26 GB3942466
CodeLlama 13B Instruct Hf16K / 26 GB17747145
CodeLlama 13B MORepair16K / 26 GB312
CodeLlama 13B Hf16K / 26 GB8651105
CodeLlama 13B Hf16K / 26 GB109140
CodeLlama 13B Python Hf16K / 26 GB255250
Tora Code 13B V1.016K / 26 GB184114
...ma 13B Hf Truncated Embeddings16K / 52.3 GB60
Codellama 13B Oasst Sft V1016K / 25.9 GB324768
CodeLlama 13B Instruct Hf16K / 26 GB70821
Note: green Score (e.g. "73.2") means that the model is better than nvidia/OpenMath-CodeLlama-13b-Python-hf.

Rank the OpenMath 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? 44949 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