Overview

Mihaiii/Metis-0.3 is a 7 billion parameter instruction-tuned model, building upon the mistralai/Mistral-7B-Instruct-v0.2 architecture. Developed by Mihaiii, this model is specifically designed for analytical tasks rather than creative generation.

Key Capabilities

• Reasoning and Text Comprehension: Metis-0.3 is explicitly fine-tuned to excel in understanding complex text and performing reasoning tasks. It is not intended for creative writing or storytelling.
• Long System Prompt Handling: The model is optimized to work effectively with extensive system prompts, allowing for more detailed contextual instructions.
• Mathematical Reasoning: Despite not being trained on the MetaMath dataset, Metis-0.3 achieves a high GSM8K score, indicating strong capabilities in mathematical problem-solving.

Good For

• Applications requiring robust reasoning abilities.
• Tasks focused on text comprehension and analysis.
• Use cases where long and detailed system prompts are beneficial.
• Scenarios demanding mathematical problem-solving.

Prompt Format

Metis-0.3 follows the instruction format of its base model, mistralai/Mistral-7B-Instruct-v0.2. A typical prompt structure includes a system message and user prompt:

<s>[INST] {system_message} . Say "Acknowledged!" if you understood. [/INST] Acknowledged! </s> [INST] {prompt} [/INST]