A suite of text embedding models by Snowflake, optimized for performance.
embedding
22m
33m
110m
137m
335m
184.5K Pulls Updated 7 months ago
Updated 7 months ago
7 months ago
bf75350e1752 · 46MB
model
archbert
·
parameters22.6M
·
quantizationF16
46MB
license
Apache License
Version 2.0, January 2004
11kB
Readme
snowflake-arctic-embed is a suite of text embedding models that focuses on creating high-quality retrieval models optimized for performance.
The models are trained by leveraging existing open-source text representation models, such as bert-base-uncased, and are trained in a multi-stage pipeline to optimize their retrieval performance.
This model is available in 5 parameter sizes:
snowflake-arctic-embed:335m(default)snowflake-arctic-embed:137msnowflake-arctic-embed:110msnowflake-arctic-embed:33msnowflake-arctic-embed:22m