abstracts-faiss / index /params.json
colonelwatch's picture
Update trained index because Stella doesn't use truncated vectors, cut cluster count to save memory (normalized, OPQ96_384,IVF65536,PQ96)
05270a5
{
"dimensions": null,
"normalize": true,
"optimal_params": [
{
"recall": 0.0,
"exec_time": 0.0,
"param_string": ""
},
{
"recall": 0.30908203125,
"exec_time": 0.0009075688476562501,
"param_string": "nprobe=1,ht=360"
},
{
"recall": 0.498046875,
"exec_time": 0.001077572021484375,
"param_string": "nprobe=2,ht=374"
},
{
"recall": 0.6795654296875,
"exec_time": 0.00308269482421875,
"param_string": "nprobe=16,ht=384"
},
{
"recall": 0.6865234375,
"exec_time": 0.003852815185546875,
"param_string": "nprobe=4,ht=768"
},
{
"recall": 0.723388671875,
"exec_time": 0.004297592041015625,
"param_string": "nprobe=8,ht=768"
},
{
"recall": 0.7567138671875,
"exec_time": 0.11987619995117187,
"param_string": "nprobe=1024,ht=768"
}
]
}