Starcoderbase is an open-source language model by bigcode. Features: LLM, VRAM: 63.3GB, License: proprietary, Code Generating, LLM Explorer Score: 0.13, Arc: 30.3, HellaSwag: 47.2, MMLU: 32.1, GSM8K: 7.9, HumanEval: 30.4.
Starcoderbase Parameters and Internals
Model Type Use Cases
Areas: code generation and technical assistance
Applications: code completion, debugging
Limitations: The generated code may not work as intended, might be inefficient, contain bugs or exploits.
Considerations: Generated code may require further validation.
Additional Notes StarCoderBase models are not instruction models.
Supported Languages Programming Languages (80+)
Training Details
Data Sources: Data Volume: Methodology: Fill-in-the-Middle objective
Context Length: Training Time: Hardware Used: Model Architecture: GPT-2 model with multi-query attention
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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
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