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  tags: []
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  ---
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- I am working on:
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- * Full Fine-Tuning and
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- * PEFT (Parameter-Efficient Fine-Tuning), including
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- * LoRA (Low-Rank Adaptation) and
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- * QLoRA (Quantized Low-Rank Adaptation)
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- Using example:
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- * Model [meta-llama/Meta-Llama-3.1-8B-Instruct](https://huggingface.co/meta-llama/Meta-Llama-3.1-8B-Instruct) and
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- * Dataset [gretelai/synthetic_text_to_sql](https://huggingface.co/datasets/gretelai/synthetic_text_to_sql).
 
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  tags: []
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+ Work in progress:
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+ * **Full Fine-Tuning** and
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+ * **PEFT (Parameter-Efficient Fine-Tuning)**, including
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+ * **LoRA (Low-Rank Adaptation)** and
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+ * **QLoRA (Quantized Low-Rank Adaptation)**
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+ Example:
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+ * Model [**meta-llama/Meta-Llama-3.1-8B-Instruct**](https://huggingface.co/meta-llama/Meta-Llama-3.1-8B-Instruct) and
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+ * Dataset [**gretelai/synthetic_text_to_sql**](https://huggingface.co/datasets/gretelai/synthetic_text_to_sql)