Feature Extraction
sentence-transformers
Safetensors
Transformers
Russian
English
roberta
mteb
Eval Results (legacy)
text-embeddings-inference
Instructions to use ai-forever/ru-en-RoSBERTa with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use ai-forever/ru-en-RoSBERTa with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("ai-forever/ru-en-RoSBERTa") sentences = [ "The weather is lovely today.", "It's so sunny outside!", "He drove to the stadium." ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [3, 3] - Transformers
How to use ai-forever/ru-en-RoSBERTa with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("feature-extraction", model="ai-forever/ru-en-RoSBERTa")# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("ai-forever/ru-en-RoSBERTa") model = AutoModel.from_pretrained("ai-forever/ru-en-RoSBERTa", device_map="auto") - Inference
- Notebooks
- Google Colab
- Kaggle
Commit History
-
Add prompts to config (#3)
Verified signature- add prompts (14917896b1fe196ef57efab5b1f0215673d5041f) - Update config_sentence_transformers.json (79a7c744cfd0160a3988b824f0e409f23b053560) - replace "retrieval" with "search" (dd0056fb02b3e4d3a506d12adc1ba811e01c3ae9) Co-authored-by: Solomatin Roman <Samoed@users.noreply.huggingface.co>89fb165
-
remove validation splits
Verified signatureef258fd
-
revert mteb naming scheme
Verified signature41a9cc3
-
Update README.md
Verified signature71f6e62
-
Adopt MTEB dataset naming scheme (#1)
Verified signature- Adopt MTEB dataset naming scheme (d2ba7743ac656bd32d2622a969a65ea480d3f9d7) Co-authored-by: Tom Aarsen <tomaarsen@users.noreply.huggingface.co>d3f04e2
-
add rumteb meta
Verified signaturef10c850 -
fix max length
Verified signature5b65334
-
Update README.md
Verified signatureca3aeef -
Update README.md
Verified signature1972fd5 -
Update README.md
Verified signature5565451
-
Add ST configs
Verified signature65e4703 -
Update README.md
Verified signature3248018
-
Update config.json
Verified signaturebbe14ec -
Update config.json
Verified signaturea46224c -
Update README.md
Verified signature55306b4 -
Update README.md
Verified signatured7f5414 -
Update README.md
Verified signatureb1dc248
-
Update README.md
Verified signature14d6e2d -
Update README.md
Verified signature6a169f2 -
Update README.md
Verified signature47d81ba -
Upload 7 files
Verified signaturee48ff06 -
initial commit
Verified signature733d127