723.1K Downloads Updated 1 year ago
A suite of text embedding models by Snowflake, optimized for performance.
Models
View all →Name
16 models
snowflake-arctic-embed:latest
669MB · 512 context window · Text · 1 year ago
snowflake-arctic-embed:22m
46MB · 512 context window · Text · 1 year ago
snowflake-arctic-embed:33m
67MB · 512 context window · Text · 1 year ago
snowflake-arctic-embed:110m
219MB · 512 context window · Text · 1 year ago
snowflake-arctic-embed:137m
274MB · 2K context window · Text · 1 year ago
snowflake-arctic-embed:335m
Latest669MB · 512 context window · Text · 1 year ago
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