Downloads · 30 days
81
18% of all-time downloads
electroglyph/arctic-embed-l-tech_and_fiction
arctic-embed-l-tech_and_fiction is a sentence similarity model from electroglyph. Use it when you need a score for how close two texts are. It is set up for sentence-transformers. The card lists the license as apache-2.0.
This is a finetuned version of: snowflake-arctic-embed-l
Downloads · 30 days
81
18% of all-time downloads
All-time downloads
457
Public
Parameters
334M
1.3 GB on disk
Likes
2
Public
Click a slice to open those files.
.safetensors1.3 GB · 100%
From the Hugging Face model README
This is a finetuned version of: snowflake-arctic-embed-l
It is finetuned on a dataset of ~110K high quality synthetic examples, manually curated and edited.
The examples are primarily tech oriented, with some terms from fantasy and sci-fi fiction for good measure.
For this model (Model B below) I trained at rank 128, alpha 128, with a learning rate of around 6e-6 I think, for around 10 epochs.
I've included the results for MTEB benchmark "MTEB(eng, v2)" in the results folder.
Here is a screenshot of the results summary (this is Model B):

arctic-embed-l-tech_and_fiction is licensed under the Apache-2. The released models can be used for commercial purposes free of charge.
Thank you to the Snowflake team for making some excellent models!