StarCoder 2
TrendingBigCode's 15B parameter open-source code model trained on diverse programming languages. Optimized for code generation with 32K context window.
Detailed Description
StarCoder 2 is an advanced open-source code generation model developed by the BigCode project, a collaboration between Hugging Face and ServiceNow Research with NVIDIA. With 15 billion parameters, it's trained on a massive dataset of source code in multiple programming languages.
Key Features
- Open Source
- 15B Parameters
- Multi-language
- 32K Context
- Code Generation
Pros
- +Completely open source and free
- +Strong performance across multiple languages
- +Efficient 15B parameter size
- +Active community support
- +Commercial use allowed
Cons
- -Smaller than latest commercial models
- -Requires technical setup for deployment
- -Limited context compared to newer models
- -May need fine-tuning for specific tasks
Use Cases
- •Open source project development
- •Educational coding assistance
- •Custom model fine-tuning
- •Research and experimentation
- •Cost-effective code generation
Supported Languages
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