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license: mit
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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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```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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license: mit
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# CLI LoRA-TinyLlama
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Fine-tuned version of [TinyLlama-1.1B-Chat-v1.0](https://huggingface.co/TinyLlama/TinyLlama-1.1B-Chat-v1.0) on a custom dataset of CLI-related Q&A using LoRA (Low-Rank Adaptation).
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## Base Model
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- **Model**: `TinyLlama/TinyLlama-1.1B-Chat-v1.0`
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- **Technique**: Fine-tuning using [LoRA](https://arxiv.org/abs/2106.09685)
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- **Libraries**: `transformers`, `peft`, `datasets`, `accelerate`
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## Dataset
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- Custom-made with **150+ Q&A** pairs on:
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- `git`, `bash`, `grep`, `tar`, `venv`
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- Stored in: `cli_questions.json`
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- Tokenized version: `tokenized_dataset/`
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## Fine-Tuning Configuration
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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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