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govnejri
/
aitu-intent-rubert-base-cased

Text Classification
Transformers
Safetensors
Russian
bert
intent-classification
russian
aitu
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use govnejri/aitu-intent-rubert-base-cased with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use govnejri/aitu-intent-rubert-base-cased with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("text-classification", model="govnejri/aitu-intent-rubert-base-cased")
    # Load model directly
    from transformers import AutoTokenizer, AutoModelForSequenceClassification
    
    tokenizer = AutoTokenizer.from_pretrained("govnejri/aitu-intent-rubert-base-cased")
    model = AutoModelForSequenceClassification.from_pretrained("govnejri/aitu-intent-rubert-base-cased", device_map="auto")
  • Notebooks
  • Google Colab
  • Kaggle
aitu-intent-rubert-base-cased
715 MB
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  • 1 contributor
History: 3 commits
govnejri's picture
govnejri
Add model card
2645799 verified 3 months ago
  • .gitattributes
    1.52 kB
    initial commit 3 months ago
  • README.md
    1.45 kB
    Add model card 3 months ago
  • config.json
    3.4 kB
    AITU intent classifier rubert-base-cased (macro-F1 0.964) 3 months ago
  • id2label.json
    1.16 kB
    AITU intent classifier rubert-base-cased (macro-F1 0.964) 3 months ago
  • label2id.json
    1.07 kB
    AITU intent classifier rubert-base-cased (macro-F1 0.964) 3 months ago
  • model.safetensors
    712 MB
    xet
    AITU intent classifier rubert-base-cased (macro-F1 0.964) 3 months ago
  • tokenizer.json
    3.57 MB
    AITU intent classifier rubert-base-cased (macro-F1 0.964) 3 months ago
  • tokenizer_config.json
    380 Bytes
    AITU intent classifier rubert-base-cased (macro-F1 0.964) 3 months ago
  • training_args.bin

    Detected Pickle imports (10)

    • "transformers.trainer_utils.SaveStrategy",
    • "transformers.trainer_utils.IntervalStrategy",
    • "accelerate.state.PartialState",
    • "transformers.trainer_utils.SchedulerType",
    • "accelerate.utils.dataclasses.DistributedType",
    • "transformers.trainer_utils.HubStrategy",
    • "transformers.training_args.TrainingArguments",
    • "transformers.trainer_pt_utils.AcceleratorConfig",
    • "transformers.training_args.OptimizerNames",
    • "torch.device"

    How to fix it?

    5.2 kB
    xet
    AITU intent classifier rubert-base-cased (macro-F1 0.964) 3 months ago