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seregadgl
/
splade_gemma_google_base_checkpoint_100_ver2

Sentence Similarity
sentence-transformers
Safetensors
gemma3_text
feature-extraction
dense
Generated from Trainer
dataset_size:102127
loss:SpladeLoss
loss:SparseMultipleNegativesRankingLoss
loss:FlopsLoss
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use seregadgl/splade_gemma_google_base_checkpoint_100_ver2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use seregadgl/splade_gemma_google_base_checkpoint_100_ver2 with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("seregadgl/splade_gemma_google_base_checkpoint_100_ver2")
    
    sentences = [
        "query: 6460338 acdelco",
        "document: очиститель тормозов rsqprofessional арт  072589767pl volkswagen id  buzz янтарный",
        "document: гтц 6460338 для chevrolet traverse",
        "document: гтц 6960358 для chevrolet traverse"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
splade_gemma_google_base_checkpoint_100_ver2
2.05 GB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 2 commits
seregadgl's picture
seregadgl
Add new SentenceTransformer model
841f817 verified 3 months ago
  • 1_Pooling
    Add new SentenceTransformer model 3 months ago
  • 2_SparseLayer
    Add new SentenceTransformer model 3 months ago
  • .gitattributes
    1.57 kB
    Add new SentenceTransformer model 3 months ago
  • README.md
    22.2 kB
    Add new SentenceTransformer model 3 months ago
  • config.json
    1.69 kB
    Add new SentenceTransformer model 3 months ago
  • config_sentence_transformers.json
    283 Bytes
    Add new SentenceTransformer model 3 months ago
  • model.safetensors
    1.21 GB
    xet
    Add new SentenceTransformer model 3 months ago
  • modules.json
    333 Bytes
    Add new SentenceTransformer model 3 months ago
  • sentence_bert_config.json
    57 Bytes
    Add new SentenceTransformer model 3 months ago
  • special_tokens_map.json
    695 Bytes
    Add new SentenceTransformer model 3 months ago
  • tokenizer.json
    33.4 MB
    xet
    Add new SentenceTransformer model 3 months ago
  • tokenizer_config.json
    1.16 MB
    Add new SentenceTransformer model 3 months ago