Lightweight Fine-Tuning with PEFT & LoRA
Parameter-efficient fine-tuning pipeline using LoRA to adapt DistilBERT for sentiment analysis while training less than 1% of the model parameters.
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1 min read
AI Photo Editor with SAM & SDXL
Computer vision and generative AI pipeline combining SAM and SDXL for interactive object segmentation and photorealistic image editing.
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1 min read
Custom Chatbot with RAG
Retrieval-augmented chatbot that combines semantic search, custom embeddings, and LLM prompting for grounded domain-specific conversations.
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1 min read