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gkudirka
/
crash_encoder2-sts

Sentence Similarity
sentence-transformers
Safetensors
distilbert
feature-extraction
dataset_size:1M<n<10M
loss:CoSENTLoss
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use gkudirka/crash_encoder2-sts with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use gkudirka/crash_encoder2-sts with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("gkudirka/crash_encoder2-sts")
    
    sentences = [
        "B C C_L CENTER TUNNEL VERT Other XXXX GENERIC G-S",
        "T L ENG TO RAD SWITCH 90 Deg Front 2015 P552 VOLTS",
        "T RCM ENS 071 RCM ENS EFPR VOLT 90 Deg Front 2021 CX430 VOLTS",
        "T L ROCKER AT B PILLAR LONG 90 Deg Front 2020 V363N G-S"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
crash_encoder2-sts
266 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 2 commits
gkudirka's picture
gkudirka
Add new SentenceTransformer model.
122685f verified almost 2 years ago
  • 1_Pooling
    Add new SentenceTransformer model. almost 2 years ago
  • .gitattributes
    1.52 kB
    initial commit almost 2 years ago
  • README.md
    27.4 kB
    Add new SentenceTransformer model. almost 2 years ago
  • config.json
    614 Bytes
    Add new SentenceTransformer model. almost 2 years ago
  • config_sentence_transformers.json
    205 Bytes
    Add new SentenceTransformer model. almost 2 years ago
  • model.safetensors
    265 MB
    xet
    Add new SentenceTransformer model. almost 2 years ago
  • modules.json
    229 Bytes
    Add new SentenceTransformer model. almost 2 years ago
  • sentence_bert_config.json
    53 Bytes
    Add new SentenceTransformer model. almost 2 years ago
  • special_tokens_map.json
    695 Bytes
    Add new SentenceTransformer model. almost 2 years ago
  • tokenizer.json
    712 kB
    Add new SentenceTransformer model. almost 2 years ago
  • tokenizer_config.json
    1.39 kB
    Add new SentenceTransformer model. almost 2 years ago
  • vocab.txt
    232 kB
    Add new SentenceTransformer model. almost 2 years ago