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README.md
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**Base Model:** [Qwen/Qwen3-4B-Instruct-2507](https://huggingface.co/Qwen/Qwen3-4B-Instruct-2507)
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**Library:** 🤗 *Transformers*
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**Purpose:**
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EvolLLM-Linh is a fine-tuned large language model designed for **function calling**.
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It aims to enhance **robustness, accuracy, and dialogue coherence** of LLMs operating in **API-driven or tool-using environments**.
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- Adaptive understanding of user preferences and intent shifts
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<p align="center">
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<img src="hyacine-hsr.gif" width="150">
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</p>
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### **Evaluation Comparison**
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| **Category** | **EvolLLM-Linh** | **GPT-OSS-20B** | **Llama** | **Qwen-2507** |
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**Base Model:** [Qwen/Qwen3-4B-Instruct-2507](https://huggingface.co/Qwen/Qwen3-4B-Instruct-2507)
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**Library:** 🤗 *Transformers*
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<p align="center">
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<img src="hyacine-hsr.gif" width="150">
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</p>
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**Purpose:**
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EvolLLM-Linh is a fine-tuned large language model designed for **function calling**.
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It aims to enhance **robustness, accuracy, and dialogue coherence** of LLMs operating in **API-driven or tool-using environments**.
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- Adaptive understanding of user preferences and intent shifts
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### **Evaluation Comparison**
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| **Category** | **EvolLLM-Linh** | **GPT-OSS-20B** | **Llama** | **Qwen-2507** |
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