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emonHasan01
/
liar-roberta

Text Classification
Transformers
ONNX
Safetensors
Transformers.js
English
roberta
fake-news-detection
misinformation
fact-checking
liar
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use emonHasan01/liar-roberta with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use emonHasan01/liar-roberta with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("text-classification", model="emonHasan01/liar-roberta")
    # pip install -U transformers accelerate
    # Load model directly
    from transformers import AutoTokenizer, AutoModelForSequenceClassification
    
    tokenizer = AutoTokenizer.from_pretrained("emonHasan01/liar-roberta")
    model = AutoModelForSequenceClassification.from_pretrained("emonHasan01/liar-roberta", device_map="auto")
  • Transformers.js

    How to use emonHasan01/liar-roberta with Transformers.js:

    // npm i @huggingface/transformers
    import { pipeline } from '@huggingface/transformers';
    
    // Allocate pipeline
    const pipe = await pipeline('text-classification', 'emonHasan01/liar-roberta');
  • Notebooks
  • Google Colab
  • Kaggle
liar-roberta / assets
680 kB
Ctrl+K
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  • 1 contributor
History: 2 commits
emonHasan01's picture
emonHasan01
uploade banner pic
d626c92 verified 4 days ago
  • banner_light.png
    491 kB
    xet
    uploade banner pic 4 days ago
  • baselines.png
    29.5 kB
    RoBERTa fine-tuned on LIAR + evaluation, charts, model card 5 days ago
  • calibration.png
    37.9 kB
    RoBERTa fine-tuned on LIAR + evaluation, charts, model card 5 days ago
  • confusion-matrix.png
    21.4 kB
    RoBERTa fine-tuned on LIAR + evaluation, charts, model card 5 days ago
  • per-class.png
    44.9 kB
    RoBERTa fine-tuned on LIAR + evaluation, charts, model card 5 days ago
  • threshold.png
    56 kB
    RoBERTa fine-tuned on LIAR + evaluation, charts, model card 5 days ago