Model Overview

The uukuguy/speechless-mistral-hermes-code-7b is a 7 billion parameter language model developed by uukuguy, built upon the mistralai/Mistral-7B-v0.1 base. Its primary objective is to enhance the model's reasoning and planning capabilities, especially within programming contexts.

Key Capabilities & Training

This model was fine-tuned using a comprehensive dataset totaling 986,000 samples, which includes:

• teknium/OpenHermes-2.5: A high-quality instruction-following dataset.
• TokenBender/python_eval_instruct_51k: Focused on Python evaluation and instruction.
• Spider: A dataset for text-to-SQL tasks, improving logical reasoning.
• codefuse-ai/Evol-instruction-66k: Likely contributes to instruction-following and code generation.

It supports an 8192-token context length and is designed to accept the Alpaca instruction format, making it straightforward to prompt for various tasks.

Use Cases

• Programming Assistance: Excels at understanding and generating code, particularly for tasks requiring logical reasoning and planning.
• Code Implementation: Capable of implementing code snippets or full functions based on instructions.
• Instruction Following: Designed to respond effectively to detailed instructions, especially in technical domains.