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metadata-indexing

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rawbytedev / Aether

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Aether is a system that automates data placement across storage tiers (NVMe/SSD/HDD) using access patterns, ensuring high performance for hot data and optimal compression for cold data all through a unified interface.

caching rocksdb performance compression storage-manager golang-library data-migration golang-package storage-abstractions key-value-database lsm-tree tiered-storage storage-optimization storage-efficiency metadata-indexing intelligent-caching
  • Updated May 1, 2026
  • Go

idalin6127 / Module5-Hybrid-Retriever-SFT-FAISS-FTS5-BM25-LoRA-QLoRA

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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.

sqlite evaluation transformers python3 lora bm25 fts5 peft faiss fastapi huggingface trl sentence-transformers deepspeed hybrid-retrieval qlora chatml reciprocal-rank-fusion metadata-indexing recall-at-k
  • Updated Oct 8, 2025
  • Python

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