LoRA Fine Tuning AI
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Quick explainer why LoRA fine tuning technique is so fast. #llm #ai #softwaredeveloper #machinelearning
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Quick explainer why LoRA fine tuning technique is so fast. #llm #ai #softwaredeveloper #machinelearning
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TikTok0bytematt
Priyal | DS & ML on Instagram: "1. Sentiment Classifier Fine-Tuning (LoRA) Fine-tune a small transformer to classify movie reviews using LoRA. Tech Stack: Python, Hugging Face Transformers, Hugging Face Datasets, PEFT (LoRA), DistilBERT/BERT-base, Accelerate/Trainer 2. Email → Professional Rewrite Model Teach a small LLM to rewrite casual emails into professional language using QLoRA. Tech Stack: Python, Transformers, PEFT (QLoRA), bitsandbytes, LLaMA-3-8B or Mistral-7B, Colab GPU 3. Product Rev
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Priyal | DS & ML on Instagram: "1. Sentiment Classifier Fine-Tuning (LoRA) Fine-tune a small transformer to classify movie reviews using LoRA. Tech Stack: Python, Hugging Face Transformers, Hugging Face Datasets, PEFT (LoRA), DistilBERT/BERT-base, Accelerate/Trainer 2. Email → Professional Rewrite Model Teach a small LLM to rewrite casual emails into professional language using QLoRA. Tech Stack: Python, Transformers, PEFT (QLoRA), bitsandbytes, LLaMA-3-8B or Mistral-7B, Colab GPU 3. Product Rev
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