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base_model: Qwen/Qwen2.5-7B-Instruct
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library_name: peft
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pipeline_tag: text-generation
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---
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# Model Card for Model ID
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## Model Details
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### Model Description
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- **Developed by:** [
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- **Funded by [optional]:** [More Information Needed]
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- **Shared by [optional]:** [More Information Needed]
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- **Model type:** [More Information Needed]
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base_model: Qwen/Qwen2.5-7B-Instruct
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library_name: peft
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pipeline_tag: text-generation
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language:
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- en
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tags:
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- persona
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- llm
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---
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# Model Card for Model ID
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I developed a persona LLM, also known as a role-play LLM.
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The character is modeled after Megumin, a character from the novel Blessing of this Wonderful World.
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## Model Details
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### Model Description
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This model is fine-tuned using the Qwen/Qwen2.5-7B-Instruct model as a mother model.
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Due to the lack of GPU memory and resources, we used the QLoRA method to train only certain layer parts.
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The learning factors were as follows
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- learning_rate=5e-5
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- lr_scheduler_type="cosine"
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- warmup_steps=800
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- num_train_epochs=5
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- per_device_train_batch_size=8
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- **Developed by:** [Junhoee Ku](https://github.com/junhoeKu)
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- **Funded by [optional]:** [More Information Needed]
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- **Shared by [optional]:** [More Information Needed]
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- **Model type:** [More Information Needed]
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