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license: mit
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---
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license: mit
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---
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## 🧩 Base Model
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- **Base**: [TinyLlama/TinyLlama-1.1B-Chat-v1.0](https://huggingface.co/TinyLlama/TinyLlama-1.1B-Chat-v1.0)
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- **Fine-tuned using**: [LoRA (Low-Rank Adaptation)](https://arxiv.org/abs/2106.09685)
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- **Frameworks**: Hugging Face `transformers`, `peft`, `datasets`, `accelerate`
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## 🗂️ Dataset
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- Custom dataset of 150+ Q&A pairs on CLI topics (git, bash, grep, tar, venv)
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- Stored in `cli_questions.json`
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- Tokenized and saved in `tokenized_dataset/`
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## 🏗️ Fine-Tuning
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```python
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base_model = "TinyLlama/TinyLlama-1.1B-Chat-v1.0"
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lora_config = LoraConfig(
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r=16,
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lora_alpha=32,
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lora_dropout=0.1,
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bias="none",
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task_type="CAUSAL_LM"
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)
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