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GIST1M Vector Search Dataset
1 million 960-dimensional vectors from the GIST descriptor dataset.
Dataset Details
- Vectors: 1,000,000
- Dimensions: 960
- Queries: 1,000
- Source: ANN Benchmarks
Shard Configurations
| Config | Shards | Vectors/Shard | .indices | .vectors |
|---|---|---|---|---|
| shard_3 | 3 | 333,333 | 651MB | 1.2GB |
| shard_5 | 5 | 200,000 | 391MB | 732MB |
| shard_7 | 7 | 142,857 | 279MB | 523MB |
| shard_10 | 10 | 100,000 | 195MB | 366MB |
DiskANN Parameters
- R: 64, L: 100, Distance: L2
Usage
from huggingface_hub import snapshot_download
snapshot_download("maknee/gist1m", allow_patterns=["fbin/*", "diskann/shard_5/*"], local_dir="./gist1m")
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