Model Overview

The diwkdiwk/toolcalling-merged-demo is a 2 billion parameter Qwen3-based language model developed by diwkdiwk. It has been specifically fine-tuned for tool-calling functionalities, making it suitable for applications that require the model to interact with external tools or APIs.

Key Capabilities

• Tool Calling: Designed to understand and generate calls to external functions or tools.
• Efficient Training: Leverages Unsloth and Huggingface's TRL library for accelerated training, building upon the unsloth/Qwen3-1.7B-unsloth-bnb-4bit base model.
• Qwen3 Architecture: Benefits from the underlying Qwen3 architecture, providing a robust foundation for language understanding and generation.

Good For

• Developing agents that can interact with external systems.
• Applications requiring structured output for function invocation.
• Experimenting with efficient fine-tuning techniques for Qwen3 models.