Sentence Similarity
sentence-transformers
Safetensors
bert
feature-extraction
dense
Generated from Trainer
dataset_size:705905
loss:MultipleNegativesSymmetricRankingLoss
Eval Results (legacy)
text-embeddings-inference
Instructions to use LamaDiab/FinetunningMiniLM-V18Data-256ConstantBATCH-SemanticEngine with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use LamaDiab/FinetunningMiniLM-V18Data-256ConstantBATCH-SemanticEngine with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("LamaDiab/FinetunningMiniLM-V18Data-256ConstantBATCH-SemanticEngine") sentences = [ "gerber baby food fruits apples bananas & cereal", "world of sweets puzzle", "baby food", "baby food" ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4] - Notebooks
- Google Colab
- Kaggle
Training in progress, epoch 1
Browse files- eval/triplet_evaluation_results.csv +0 -9
- model.safetensors +1 -1
- training_args.bin +1 -1
eval/triplet_evaluation_results.csv
CHANGED
|
@@ -1,12 +1,3 @@
|
|
| 1 |
epoch,steps,accuracy_cosine
|
| 2 |
0.36258158085569253,1000,0.9711852073669434
|
| 3 |
0.7251631617113851,2000,0.9699232578277588
|
| 4 |
-
1.0876811594202898,3000,0.9716058373451233
|
| 5 |
-
1.45,4000,0.9708697199821472
|
| 6 |
-
1.8123188405797102,5000,0.9710800051689148
|
| 7 |
-
2.17463768115942,6000,0.9716058373451233
|
| 8 |
-
2.5369565217391306,7000,0.9721316695213318
|
| 9 |
-
2.8992753623188405,8000,0.9715006947517395
|
| 10 |
-
3.261594202898551,9000,0.9712903499603271
|
| 11 |
-
3.623913043478261,10000,0.970974862575531
|
| 12 |
-
3.986231884057971,11000,0.9705542325973511
|
|
|
|
| 1 |
epoch,steps,accuracy_cosine
|
| 2 |
0.36258158085569253,1000,0.9711852073669434
|
| 3 |
0.7251631617113851,2000,0.9699232578277588
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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 sha256:124a6e896ab58e90ff50116ec53ba6d8d64fa3455584177e3909bac5e9b127c1
|
| 3 |
size 90864192
|
training_args.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 5752
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:98354e6a6ec8411cdce0c11c2d3311243c8acedb0b90e2b2c87806e8519cdf4b
|
| 3 |
size 5752
|