mhhmm/typescript-instruct-20k-v4
The mhhmm/typescript-instruct-20k-v4 is a 13 billion parameter instruction-tuned language model developed by mhhmm, fine-tuned from CodeLlama-13b-Instruct-hf. This model is specialized for code-related tasks, particularly focusing on TypeScript instruction following. It aims to provide enhanced performance for developers working with TypeScript code generation and understanding.
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Model Overview
The mhhmm/typescript-instruct-20k-v4 is a 13 billion parameter instruction-tuned model, fine-tuned by mhhmm from the codellama/CodeLlama-13b-Instruct-hf base model. This specialization focuses on improving its capabilities for TypeScript-related instructions and code generation.
Key Characteristics
- Base Model: Built upon CodeLlama-13b-Instruct-hf, leveraging its strong foundation in code understanding.
- Parameter Count: 13 billion parameters, offering a balance between performance and computational efficiency.
- Context Length: Supports a context length of 4096 tokens.
- Training: Fine-tuned using Axolotl, with a learning rate of 0.0002 over 1 epoch.
Intended Use Cases
This model is primarily designed for developers and applications requiring robust performance in:
- TypeScript Code Generation: Generating TypeScript code snippets or functions based on natural language instructions.
- Code Instruction Following: Interpreting and executing complex instructions related to TypeScript programming.
- Developer Tooling: Integration into IDEs or development workflows to assist with TypeScript development tasks.