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ilyali034
/
rubert-emotion-ru-large

Text Classification
Transformers
Safetensors
PEFT
Russian
russian
emotion-detection
multi-label-classification
qlora
rubert
Eval Results (legacy)
Model card Files Files and versions
xet
Community

Instructions to use ilyali034/rubert-emotion-ru-large with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use ilyali034/rubert-emotion-ru-large with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("text-classification", model="ilyali034/rubert-emotion-ru-large")
    # Load model directly
    from transformers import AutoModel
    model = AutoModel.from_pretrained("ilyali034/rubert-emotion-ru-large", dtype="auto")
  • PEFT

    How to use ilyali034/rubert-emotion-ru-large with PEFT:

    Task type is invalid.
  • Notebooks
  • Google Colab
  • Kaggle
rubert-emotion-ru-large
Ctrl+K
Ctrl+K
  • 1 contributor
History: 3 commits
ilyali034's picture
ilyali034
Create README.md
8af632b verified about 1 month ago
  • lora_adapter
    QLoRA ruBert-large | best epoch=4 | F1_macro=0.541 about 1 month ago
  • .gitattributes
    1.52 kB
    initial commit about 1 month ago
  • README.md
    4.88 kB
    Create README.md about 1 month ago
  • classifier.pt

    Detected Pickle imports (3)

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

    What is a pickle import?

    42.9 kB
    xet
    QLoRA ruBert-large | best epoch=4 | F1_macro=0.541 about 1 month ago
  • emotion_config.json
    612 Bytes
    QLoRA ruBert-large | best epoch=4 | F1_macro=0.541 about 1 month ago
  • tokenizer.json
    3.71 MB
    QLoRA ruBert-large | best epoch=4 | F1_macro=0.541 about 1 month ago
  • tokenizer_config.json
    379 Bytes
    QLoRA ruBert-large | best epoch=4 | F1_macro=0.541 about 1 month ago