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:
# pip install -U transformers accelerate # 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") - Notebooks
- Google Colab
- Kaggle
Download tokenizer_config.json from ipipan/silver-retriever-base-v1.1: direct link, hf CLI and curl.
- Browser
- Download file 368 Bytes
-
https://huggingface.co/ipipan/silver-retriever-base-v1.1/resolve/main/tokenizer_config.json
- Command line
-
hf download hf://ipipan/silver-retriever-base-v1.1/tokenizer_config.json
-
curl -L -o tokenizer_config.json https://huggingface.co/ipipan/silver-retriever-base-v1.1/resolve/main/tokenizer_config.json
368 Bytes
| { | |
| "additional_special_tokens": [], | |
| "bos_token": "<s>", | |
| "clean_up_tokenization_spaces": true, | |
| "cls_token": "<s>", | |
| "do_lowercase_and_remove_accent": false, | |
| "id2lang": null, | |
| "lang2id": null, | |
| "mask_token": "<mask>", | |
| "model_max_length": 512, | |
| "pad_token": "<pad>", | |
| "sep_token": "</s>", | |
| "tokenizer_class": "HerbertTokenizer", | |
| "unk_token": "<unk>" | |
| } | |