Sentence Similarity
sentence-transformers
Safetensors
Nepali
English
bert
feature-extraction
Generated from Trainer
dataset_size:140961
loss:MultipleNegativesRankingLoss
loss:TripletLoss
loss:CoSENTLoss
loss:CachedMultipleNegativesRankingLoss
Eval Results (legacy)
text-embeddings-inference
Instructions to use jangedoo/all-miniLM-L6-v4-nepali with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use jangedoo/all-miniLM-L6-v4-nepali with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("jangedoo/all-miniLM-L6-v4-nepali") sentences = [ "म विदेश यात्रा गर्दा लागि यात्रा बीमा कसरी लिने प्रक्रिया हो?", "चेकबुक माग गर्नको लागि तपाईंले आफ्नो शाखा कार्यालयमा सम्पर्क गर्न सक्नुहुन्छ वा बैंकको आधिकारिक वेबसाइटमार्फत अनलाइन आवेदन दिन सक्नुहुन्छ।", "यात्रा बीमा लिनको लागि, तपाईंले कम्पनीको वेबसाइटमा गएर आफ्नो यात्रा विवरण र आवश्यक कागजातहरू अपलोड गर्नुपर्छ। त्यसपछि, तपाईंले बीमाको प्रकार र कभरेज अनुसार प्रीमियम तिर्न सक्नुहुन्छ।", "कृपया फारम भर्ने बेला सबै आवश्यक फिल्डहरू सही ढाँचामा भर्नुहोस् र डाटा टाइप गर्दा कुनै अक्षर वा विशेष चिन्ह नजोड्नुहोस्। यदि समस्या समाधान भएन भने, तपाईंले फारमको गाइडलाइन पुनः जाँच गर्नुपर्छ वा ग्राहक सेवा केन्द्रमा सम्पर्क गर्नुपर्छ।" ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4] - Notebooks
- Google Colab
- Kaggle
Commit ·
cc3e956
verified ·
0
Parent(s):
initial commit
Browse files- .gitattributes +35 -0
.gitattributes
ADDED
|
@@ -0,0 +1,35 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
*.7z filter=lfs diff=lfs merge=lfs -text
|
| 2 |
+
*.arrow filter=lfs diff=lfs merge=lfs -text
|
| 3 |
+
*.bin filter=lfs diff=lfs merge=lfs -text
|
| 4 |
+
*.bz2 filter=lfs diff=lfs merge=lfs -text
|
| 5 |
+
*.ckpt filter=lfs diff=lfs merge=lfs -text
|
| 6 |
+
*.ftz filter=lfs diff=lfs merge=lfs -text
|
| 7 |
+
*.gz filter=lfs diff=lfs merge=lfs -text
|
| 8 |
+
*.h5 filter=lfs diff=lfs merge=lfs -text
|
| 9 |
+
*.joblib filter=lfs diff=lfs merge=lfs -text
|
| 10 |
+
*.lfs.* filter=lfs diff=lfs merge=lfs -text
|
| 11 |
+
*.mlmodel filter=lfs diff=lfs merge=lfs -text
|
| 12 |
+
*.model filter=lfs diff=lfs merge=lfs -text
|
| 13 |
+
*.msgpack filter=lfs diff=lfs merge=lfs -text
|
| 14 |
+
*.npy filter=lfs diff=lfs merge=lfs -text
|
| 15 |
+
*.npz filter=lfs diff=lfs merge=lfs -text
|
| 16 |
+
*.onnx filter=lfs diff=lfs merge=lfs -text
|
| 17 |
+
*.ot filter=lfs diff=lfs merge=lfs -text
|
| 18 |
+
*.parquet filter=lfs diff=lfs merge=lfs -text
|
| 19 |
+
*.pb filter=lfs diff=lfs merge=lfs -text
|
| 20 |
+
*.pickle filter=lfs diff=lfs merge=lfs -text
|
| 21 |
+
*.pkl filter=lfs diff=lfs merge=lfs -text
|
| 22 |
+
*.pt filter=lfs diff=lfs merge=lfs -text
|
| 23 |
+
*.pth filter=lfs diff=lfs merge=lfs -text
|
| 24 |
+
*.rar filter=lfs diff=lfs merge=lfs -text
|
| 25 |
+
*.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 26 |
+
saved_model/**/* filter=lfs diff=lfs merge=lfs -text
|
| 27 |
+
*.tar.* filter=lfs diff=lfs merge=lfs -text
|
| 28 |
+
*.tar filter=lfs diff=lfs merge=lfs -text
|
| 29 |
+
*.tflite filter=lfs diff=lfs merge=lfs -text
|
| 30 |
+
*.tgz filter=lfs diff=lfs merge=lfs -text
|
| 31 |
+
*.wasm filter=lfs diff=lfs merge=lfs -text
|
| 32 |
+
*.xz filter=lfs diff=lfs merge=lfs -text
|
| 33 |
+
*.zip filter=lfs diff=lfs merge=lfs -text
|
| 34 |
+
*.zst filter=lfs diff=lfs merge=lfs -text
|
| 35 |
+
*tfevents* filter=lfs diff=lfs merge=lfs -text
|