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docs: add ldg-times parameter for diskann graph locality optimization

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Andy Lee
2025-08-06 22:23:02 -07:00
parent f28f15000c
commit 7d920f9071
2 changed files with 3 additions and 1 deletions
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docs/configuration-guide.md
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@@ -97,6 +97,7 @@ For immediate testing without local model downloads:
- ✅ **Faster search latency** (typically 2-8x speedup)
- ✅ **Better scaling** for large datasets
- ✅ **Smart storage management** with automatic partitioning
- ✅ **Better graph locality** with `--ldg-times` parameter for SSD optimization
- ⚠️ **Slightly larger index size** due to PQ tables and graph metadata
```bash
@@ -279,3 +280,4 @@ LEANN's recomputation feature provides exact distance calculations but can be di
- [Lessons Learned Developing LEANN](https://yichuan-w.github.io/blog/lessons_learned_in_dev_leann/)
- [LEANN Technical Paper](https://arxiv.org/abs/2506.08276)
- [DiskANN Original Paper](https://papers.nips.cc/paper/2019/file/09853c7fb1d3f8ee67a61b6bf4a7f8e6-Paper.pdf)
- [SSD-based Graph Partitioning](https://github.com/SonglinLife/SSD_BASED_PLAN)