Sentence Similarity
sentence-transformers
Safetensors
bert
feature-extraction
dense
Generated from Trainer
dataset_size:169967
loss:MultipleNegativesSymmetricRankingLoss
Eval Results (legacy)
text-embeddings-inference
Instructions to use LamaDiab/MiniLM-SemanticEngine with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use LamaDiab/MiniLM-SemanticEngine with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("LamaDiab/MiniLM-SemanticEngine") sentences = [ "blue dianne", "soap", "maximize the freshness of your food for 12 hours with the blue dianne thermal bag. its triple compartments, spacious storage, heat resistance, and 100% leakproof design will keep it fresh. this bpa-free and pvc-free bag is also 100% non-toxic and comes with a 3-month guarantee. ideal for everyday food storage.", "trolley backpack coral high colors 17 l 3 zippers 23977" ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4] - Notebooks
- Google Colab
- Kaggle
Training in progress, epoch 2
Browse files- eval/triplet_evaluation_results.csv +5 -0
- model.safetensors +1 -1
eval/triplet_evaluation_results.csv
CHANGED
|
@@ -4,3 +4,8 @@ epoch,steps,accuracy_cosine
|
|
| 4 |
0.5647590361445783,1500,0.9256906509399414
|
| 5 |
0.7530120481927711,2000,0.9254440069198608
|
| 6 |
0.9412650602409639,2500,0.9273557066917419
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 4 |
0.5647590361445783,1500,0.9256906509399414
|
| 5 |
0.7530120481927711,2000,0.9254440069198608
|
| 6 |
0.9412650602409639,2500,0.9273557066917419
|
| 7 |
+
1.1295180722891567,3000,0.934755802154541
|
| 8 |
+
1.3177710843373494,3500,0.9374074935913086
|
| 9 |
+
1.5060240963855422,4000,0.9389491677284241
|
| 10 |
+
1.694277108433735,4500,0.9369141459465027
|
| 11 |
+
1.8825301204819276,5000,0.9404292106628418
|
model.safetensors
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 90864192
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ca65169e3cde94632102dab952b6c12e840d68fe71589f7a75831bfd95139a0d
|
| 3 |
size 90864192
|