Task
Other
P
minishlab/potion-base-8M
Other·minishlab· 664.3K· 77
model2vec
mit
7.6M params
dataset:minishlab/tokenlearn-c4-en-bge-base-v1.5license:mitregion:us
This Model2Vec model is pre-trained using Tokenlearn. It is a distilled version of the baai/bge-base-en-v1.5 Sentence Transformer. It uses static embeddings, allowing text embeddings to be computed orders of magnitude faster on both GPU and CPU. It is designed for applications where computational resources are limited or where real-time performance is critical.
# pull & run locally
pip install mlforge-sdk && mlforge pull minishlab/potion-base-8M
pip install mlforge-sdk && mlforge pull minishlab/potion-base-8M
Model details
Provider
minishlab
Framework
model2vec
Parameters
7.6M
Size
58 MB
License
mit
Downloads
664.3K
Likes
77
Updated
2026-03-27
About minishlab/potion-base-8M
This Model2Vec model is pre-trained using Tokenlearn. It is a distilled version of the baai/bge-base-en-v1.5 Sentence Transformer. It uses static embeddings, allowing text embeddings to be computed orders of magnitude faster on both GPU and CPU. It is designed for applications where computational resources are limited or where real-time performance is critical.