Home
Information

AI Dataset Collection

Large-scale datasets and benchmarks for training, evaluating, and testing models to measure

Tools

Intelligent Document Recognition

Comprehensive Text Extraction and Document Processing Solutions for Users

AI Tutorial

Module5-Hybrid-Retriever-SFT-FAISS-FTS5-BM25-LoRA-QLoRA

Public

Week 5 project: build a hybrid retriever that fuses FAISS dense vectors with SQLite FTS5/BM25 keyword search (RRF/weighted fusion), plus a Supervised Fine-Tuning (SFT) pipeline (Full FT vs LoRA/QLoRA) using TRL/PEFT/DeepSpeed.

Creat2025-08-24T10:36:49
Update2025-10-09T08:39:26
0
Stars
0
Stars Increase