Sentence Similarity
TensorBoard
Safetensors
sentence-transformers
PyLate
bert
ColBERT
feature-extraction
Generated from Trainer
dataset_size:983844
loss:Contrastive
Eval Results (legacy)
text-embeddings-inference
Instructions to use yosefw/colbert-bert-tiny with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use yosefw/colbert-bert-tiny 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="yosefw/colbert-bert-tiny") queries_emb = model.encode(queries, is_query=True) docs_emb = model.encode(documents, is_query=False) - Notebooks
- Google Colab
- Kaggle
Training in progress, epoch 4
Browse files
eval/triplet_evaluation_results.csv
CHANGED
|
@@ -2,3 +2,4 @@ epoch,steps,accuracy
|
|
| 2 |
1.0,30746,0.7733374834060669
|
| 3 |
2.0,61492,0.786312460899353
|
| 4 |
3.0,92238,0.7926124930381775
|
|
|
|
|
|
| 2 |
1.0,30746,0.7733374834060669
|
| 3 |
2.0,61492,0.786312460899353
|
| 4 |
3.0,92238,0.7926124930381775
|
| 5 |
+
4.0,122984,0.7953875064849854
|
model.safetensors
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 17548936
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:74aa5abfd3efd19da506ff60848e342a6bdc6c13ab2cb662ba7e433e63810e24
|
| 3 |
size 17548936
|
runs/Aug05_23-11-15_994628bb448e/events.out.tfevents.1754435479.994628bb448e.19.0
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:556041b8fd91b3b7fbb922ab80f2cfad51f74cbc657aed2203cc896b9dec41f7
|
| 3 |
+
size 6585
|