dragyong/toolcalling-merged-demo
TEXT GENERATIONConcurrency Cost:1Model Size:2BQuant:BF16Ctx Length:32kPublished:Apr 2, 2026License:apache-2.0Architecture:Transformer Open Weights Cold
The dragyong/toolcalling-merged-demo is a 2 billion parameter Qwen3-based causal language model developed by dragyong. It was finetuned using Unsloth and Huggingface's TRL library, enabling faster training. This model is specifically designed for tool-calling applications, leveraging its Qwen3 architecture for enhanced function invocation capabilities.
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Model Overview
The dragyong/toolcalling-merged-demo is a 2 billion parameter Qwen3-based model developed by dragyong. It was finetuned from unsloth/Qwen3-1.7B-unsloth-bnb-4bit with a focus on tool-calling functionalities. The training process utilized Unsloth and Huggingface's TRL library, which allowed for a significantly faster finetuning experience.
Key Capabilities
- Tool Calling: Optimized for understanding and executing tool-use instructions.
- Qwen3 Architecture: Benefits from the underlying Qwen3 model's robust language understanding.
- Efficient Training: Finetuned using Unsloth, indicating potential for resource-efficient deployment or further customization.
Good For
- Function Calling: Ideal for applications requiring the model to interact with external tools or APIs.
- Automated Workflows: Can be integrated into systems that need to automate tasks through tool invocation.
- Research & Development: Provides a base for exploring and enhancing tool-calling capabilities within the Qwen3 family.