File tree Expand file tree Collapse file tree 1 file changed +7
-9
lines changed Expand file tree Collapse file tree 1 file changed +7
-9
lines changed Original file line number Diff line number Diff line change @@ -72,15 +72,13 @@ least enough RAM to hold the vector data and index structures. To check the
7272size of the vector data, you can use the <<indices-disk-usage>> API.
7373
7474Here are estimates for different element types and quantization levels:
75- +
76- --
77- `element_type: float`: `num_vectors * num_dimensions * 4`
78- `element_type: float` with `quantization: int8`: `num_vectors * (num_dimensions + 4)`
79- `element_type: float` with `quantization: int4`: `num_vectors * (num_dimensions/2 + 4)`
80- `element_type: float` with `quantization: bbq`: `num_vectors * (num_dimensions/8 + 12)`
81- `element_type: byte`: `num_vectors * num_dimensions`
82- `element_type: bit`: `num_vectors * (num_dimensions/8)`
83- --
75+
76+ * `element_type: float`: `num_vectors * num_dimensions * 4`
77+ * `element_type: float` with `quantization: int8`: `num_vectors * (num_dimensions + 4)`
78+ * `element_type: float` with `quantization: int4`: `num_vectors * (num_dimensions/2 + 4)`
79+ * `element_type: float` with `quantization: bbq`: `num_vectors * (num_dimensions/8 + 12)`
80+ * `element_type: byte`: `num_vectors * num_dimensions`
81+ * `element_type: bit`: `num_vectors * (num_dimensions/8)`
8482
8583If utilizing HNSW, the graph must also be in memory, to estimate the required bytes use `num_vectors * 4 * HNSW.m`. The
8684default value for `HNSW.m` is 16, so by default `num_vectors * 4 * 16`.
You can’t perform that action at this time.
0 commit comments