Overview
jondurbin/spicyboros-13b-2.2 is an experimental 13 billion parameter language model, primarily fine-tuned using synthetic data generated by the Airoboros project. This version introduces a new prompt format utilizing newlines between system/USER/ASSISTANT roles and includes "de-alignment" data to enable less restricted and potentially profane outputs, requiring users to exercise caution.
Key Capabilities
- Context-Obedient QA: Designed to strictly adhere to provided context, minimizing hallucinations and ignoring prior knowledge.
- Advanced Coding: Handles complex coding instructions, including specific requirements for server implementations or plain code output.
- Agent/Function Calling: Supports generation of JSON or YAML for function calls based on user input, similar to OpenAI's function calling.
- Chain-of-Thought Reasoning: Capable of generating multiple potential solutions, ranking them, and selecting the most feasible answer.
- reWOO-style Execution Planning: Can construct systematic plans for complex instructions requiring multiple tool calls, outputting a sequence of function calls.
Good For
- Developers requiring a model with less censorship for specific applications.
- Tasks demanding strict adherence to provided context for question answering.
- Generating complex code snippets or entire application structures based on detailed prompts.
- Implementing agentic workflows with structured function call outputs.
- Problem-solving scenarios benefiting from multi-step reasoning and solution ranking.