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xxparthparekhxx
/
openjev-flash

Text Classification
Transformers
Safetensors
English
modernbert
nli
cross-encoder
ettin
reranker
hallucination-detection
knowledge-distillation
openjev
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use xxparthparekhxx/openjev-flash with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use xxparthparekhxx/openjev-flash with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("text-classification", model="xxparthparekhxx/openjev-flash")
    # pip install -U transformers accelerate
    # Load model directly
    from transformers import AutoTokenizer, AutoModelForSequenceClassification
    
    tokenizer = AutoTokenizer.from_pretrained("xxparthparekhxx/openjev-flash")
    model = AutoModelForSequenceClassification.from_pretrained("xxparthparekhxx/openjev-flash", device_map="auto")
  • Notebooks
  • Google Colab
  • Kaggle
openjev-flash
4.51 GB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 58 commits
xxparthparekhxx's picture
xxparthparekhxx
Card: link the now-public training mix; drop ESCI (not in the mix)
9f754e6 verified 21 days ago
  • assets
    Card: link the now-public training mix; drop ESCI (not in the mix) 21 days ago
  • checkpoints
    ettin150mdistill-nli checkpoint-40565 21 days ago
  • code
    Card: link the now-public training mix; drop ESCI (not in the mix) 21 days ago
  • ettin150m-nli
    final ettin150m-nli 21 days ago
  • ettin150mdistill-nli
    final ettin150mdistill-nli 21 days ago
  • logs
    logs 21 days ago
  • results
    Card: charts (speed/quality frontier, speed, per-benchmark, JevBench, distillation, training); exact tables folded 21 days ago
  • .gitattributes
    1.92 kB
    Card: link the now-public training mix; drop ESCI (not in the mix) 21 days ago
  • README.md
    15.7 kB
    Card: link the now-public training mix; drop ESCI (not in the mix) 21 days ago
  • config.json
    2.16 kB
    Model card; distilled 150M at repo root; openjev_flash.py; drop .pyc 21 days ago
  • model.safetensors
    299 MB
    xet
    Model card; distilled 150M at repo root; openjev_flash.py; drop .pyc 21 days ago
  • openjev_flash.py
    6.09 kB
    Model card; distilled 150M at repo root; openjev_flash.py; drop .pyc 21 days ago
  • tokenizer.json
    3.58 MB
    Model card; distilled 150M at repo root; openjev_flash.py; drop .pyc 21 days ago
  • tokenizer_config.json
    379 Bytes
    Model card; distilled 150M at repo root; openjev_flash.py; drop .pyc 21 days ago