Sentence Similarity
sentence-transformers
PyTorch
Safetensors
Transformers
Polish
bert
feature-extraction
text-embeddings-inference
Instructions to use ipipan/silver-retriever-base-v1.1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use ipipan/silver-retriever-base-v1.1 with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("ipipan/silver-retriever-base-v1.1") sentences = [ "Pytanie: W jakim mieście urodził się Zbigniew Herbert?", "Zbigniew Herbert</s>Zbigniew Bolesław Ryszard Herbert (ur. 29 października 1924 we Lwowie, zm. 28 lipca 1998 w Warszawie) – polski poeta, eseista i dramaturg.", "Zbigniew Herbert</s>Lato 1968 Herbert spędził w USA (na zaproszenie Poetry Center).", "Herbert George Wells</s>Herbert George Wells (ur. 21 września 1866 w Bromley, zm. 13 sierpnia 1946 w Londynie) – brytyjski pisarz i biolog." ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4] - Transformers
How to use ipipan/silver-retriever-base-v1.1 with Transformers:
# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("ipipan/silver-retriever-base-v1.1") model = AutoModel.from_pretrained("ipipan/silver-retriever-base-v1.1", device_map="auto") - Inference
- Notebooks
- Google Colab
- Kaggle
Download pytorch_model.bin from ipipan/silver-retriever-base-v1.1: direct link, hf CLI and curl.
- Browser
- Download file 498 MB
-
https://huggingface.co/ipipan/silver-retriever-base-v1.1/resolve/main/pytorch_model.bin
- Command line
-
hf download hf://ipipan/silver-retriever-base-v1.1/pytorch_model.bin
-
curl -L -o pytorch_model.bin https://huggingface.co/ipipan/silver-retriever-base-v1.1/resolve/main/pytorch_model.bin
498 MB
- Xet hash:
- 48b23759c44229b6241534de1af7bb4e964d64b5eec755b789da84b91715f3dd
- Size of remote file:
- 498 MB
- SHA256:
- c2393cdcf4e284fbfe7a038fc4b550168ce6a2024d8a7693ed92b9996d7c43e2
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