Sentence Similarity
Safetensors
sentence-transformers
English
PyLate
modernbert
ColBERT
multi-vector
feature-extraction
late-interaction
reasoning-retrieval
edge
Generated from Trainer
loss:CachedContrastive
text-embeddings-inference
Instructions to use DataScience-UIBK/Reason-mxbai-colbert-v0.1-32m with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use DataScience-UIBK/Reason-mxbai-colbert-v0.1-32m with sentence-transformers:
from pylate import models queries = [ "Which planet is known as the Red Planet?", "What is the largest planet in our solar system?", ] documents = [ ["Mars is the Red Planet.", "Venus is Earth's twin."], ["Jupiter is the largest planet.", "Saturn has rings."], ] model = models.ColBERT(model_name_or_path="DataScience-UIBK/Reason-mxbai-colbert-v0.1-32m") queries_emb = model.encode(queries, is_query=True) docs_emb = model.encode(documents, is_query=False) - Notebooks
- Google Colab
- Kaggle
Download results/run_meta.json from DataScience-UIBK/Reason-mxbai-colbert-v0.1-32m: direct link, hf CLI and curl.
- Browser
- Download file 470 Bytes
-
https://huggingface.co/DataScience-UIBK/Reason-mxbai-colbert-v0.1-32m/resolve/main/results/run_meta.json
- Command line
-
hf download hf://DataScience-UIBK/Reason-mxbai-colbert-v0.1-32m/results/run_meta.json
-
curl -L -o run_meta.json https://huggingface.co/DataScience-UIBK/Reason-mxbai-colbert-v0.1-32m/resolve/main/results/run_meta.json
470 Bytes
| { | |
| "model_path":"/data/fs201059/aa17626/modernTransformer/repro_reason_moderncolbert/output_edge32m_d128_fixed/stage-bge-hn/final", | |
| "model_version":"baseline", | |
| "query_length":256, | |
| "pony_query_length":32, | |
| "use_plaid":false, | |
| "nbits":null, | |
| "retrieve_k":100, | |
| "overwrite":false, | |
| "run_name":"edge32m_d128_fixed", | |
| "label":"output_edge32m_d128_fixed__stage-bge-hn__final", | |
| "started_at":"2026-04-24T21:47:24", | |
| "splits_requested":[ | |
| "stackoverflow" | |
| ] | |
| } |