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ykae
/
monarch-bert-base-mnli

Text Classification
Transformers
PyTorch
Safetensors
English
bert
fast
monarch-matrices
mnli
efficiency
triton
hardware-efficient
sub-quadratic
fast-inference
h100-optimized
custom_code
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community
1

Instructions to use ykae/monarch-bert-base-mnli with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use ykae/monarch-bert-base-mnli with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("text-classification", model="ykae/monarch-bert-base-mnli", trust_remote_code=True)
    # Load model directly
    from transformers import AutoTokenizer, AutoModelForSequenceClassification
    
    tokenizer = AutoTokenizer.from_pretrained("ykae/monarch-bert-base-mnli", trust_remote_code=True)
    model = AutoModelForSequenceClassification.from_pretrained("ykae/monarch-bert-base-mnli", trust_remote_code=True)
  • Notebooks
  • Google Colab
  • Kaggle
monarch-bert-base-mnli
440 MB
Ctrl+K
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  • 2 contributors
History: 22 commits
ykae's picture
ykae
Update README.md
13b6afa verified 4 months ago
  • .gitattributes
    1.52 kB
    initial commit 5 months ago
  • README.md
    5.28 kB
    Update README.md 4 months ago
  • config.json
    934 Bytes
    Upload 7 files 5 months ago
  • model.safetensors
    220 MB
    xet
    Adding `safetensors` variant of this model (#1) 5 months ago
  • modeling_monarch_bert.py
    4.32 kB
    Upload 7 files 5 months ago
  • pytorch_model.bin

    Detected Pickle imports (3)

    • "torch._utils._rebuild_tensor_v2",
    • "collections.OrderedDict",
    • "torch.FloatStorage"

    What is a pickle import?

    220 MB
    xet
    Upload 7 files 5 months ago
  • special_tokens_map.json
    125 Bytes
    Upload 7 files 5 months ago
  • tokenizer.json
    711 kB
    Upload 7 files 5 months ago
  • tokenizer_config.json
    1.27 kB
    Upload 7 files 5 months ago
  • vocab.txt
    232 kB
    Upload 7 files 5 months ago