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

OpenCodeInterpreter SC2 7B by m-a-p

 »  All LLMs  »  m-a-p  »  OpenCodeInterpreter SC2 7B   URL Share it on

  20   
  Arxiv:2402.14658   Autotrain compatible   Code   En   Endpoints compatible   Region:us   Safetensors   Sharded   Starcoder2   Tensorflow
Model Card on HF 🤗: https://huggingface.co/m-a-p/OpenCodeInterpreter-SC2-7B 

OpenCodeInterpreter SC2 7B Benchmarks

LLME Score: 0.16986
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
OpenCodeInterpreter SC2 7B (m-a-p/OpenCodeInterpreter-SC2-7B)

OpenCodeInterpreter SC2 7B Parameters and Internals

Model Type 
text generation, code generation
Use Cases 
Areas:
Research, Commercial Applications
Applications:
Code Generation, Code Interpretation
Primary Use Cases:
Generating new code from descriptions, Improving existing code with execution feedback
Limitations:
Not suitable for real-time critical systems without human oversight
Considerations:
The model's outputs should be reviewed by a human expert.
Additional Notes 
OpenCodeInterpreter enhances code generation by integrating feedback mechanisms to improve upon initial outputs over iterations.
LLM NameOpenCodeInterpreter SC2 7B
Repository 🤗https://huggingface.co/m-a-p/OpenCodeInterpreter-SC2-7B 
Model Size7b
Required VRAM14.9 GB
Updated2025-02-22
Maintainerm-a-p
Model Typestarcoder2
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   5.0 GB: 3-of-3   0.0 GB
Supported Languagesen
Model ArchitectureStarcoder2ForCausalLM
Licenseapache-2.0
Context Length16384
Model Max Length16384
Transformers Version4.39.0.dev0
Tokenizer ClassGPT2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size49152
Torch Data Typebfloat16
Activation Functiongelu
Errorsreplace

Best Alternatives to OpenCodeInterpreter SC2 7B

Best Alternatives
Context / RAM
Downloads
Likes
Starcoder2 7B16K / 14.4 GB36746169
Dolphincoder Starcoder2 7B16K / 14.9 GB1911
Starcoder2 7B Int4 Ov16K / 3.8 GB150
Jmg Starcoder2 7B 100K16K / 14.4 GB60
Speechless Starcoder2 7B16K / 14.4 GB265
Starcoder2 7B Instruct16K / 14.4 GB462
Starcoder2 Chat16K / 28.8 GB522
...Starcoder2 7B Bnb 4bit Smashed16K / 4.4 GB800
Starcoder2 7B 4bit16K / 4.4 GB761
StarCoder2 7B GGUF16K / 2.7 GB1267712
Note: green Score (e.g. "73.2") means that the model is better than m-a-p/OpenCodeInterpreter-SC2-7B.

Rank the OpenCodeInterpreter SC2 7B 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? 43508 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