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Muhammad7777
/
all-MiniLM-L6-v2-twitter-sentiment

Text Classification
Transformers
TensorBoard
Safetensors
bert
Generated from Trainer
text-embeddings-inference
Model card Files Files and versions
xet
Metrics Training metrics Community

Instructions to use Muhammad7777/all-MiniLM-L6-v2-twitter-sentiment with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use Muhammad7777/all-MiniLM-L6-v2-twitter-sentiment with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("text-classification", model="Muhammad7777/all-MiniLM-L6-v2-twitter-sentiment")
    # Load model directly
    from transformers import AutoTokenizer, AutoModelForSequenceClassification
    
    tokenizer = AutoTokenizer.from_pretrained("Muhammad7777/all-MiniLM-L6-v2-twitter-sentiment")
    model = AutoModelForSequenceClassification.from_pretrained("Muhammad7777/all-MiniLM-L6-v2-twitter-sentiment")
  • Notebooks
  • Google Colab
  • Kaggle
all-MiniLM-L6-v2-twitter-sentiment
91.9 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 58 commits
Muhammad7777's picture
Muhammad7777
Model save
6dc2925 verified 9 months ago
  • logs
    Model save 9 months ago
  • .gitattributes
    1.52 kB
    initial commit 9 months ago
  • README.md
    5.62 kB
    Model save 9 months ago
  • all_results.json
    320 Bytes
    Model save 9 months ago
  • config.json
    840 Bytes
    Training in progress, step 200 9 months ago
  • model.safetensors
    90.9 MB
    xet
    Model save 9 months ago
  • special_tokens_map.json
    695 Bytes
    Training in progress, step 200 9 months ago
  • test_results.json
    320 Bytes
    Model save 9 months ago
  • tokenizer.json
    712 kB
    Training in progress, step 200 9 months ago
  • tokenizer_config.json
    1.46 kB
    Training in progress, step 200 9 months ago
  • training_args.bin

    Detected Pickle imports (10)

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

    How to fix it?

    5.91 kB
    xet
    Training in progress, step 200 9 months ago
  • training_config.json
    787 Bytes
    Training in progress, step 200 9 months ago
  • vocab.txt
    232 kB
    Training in progress, step 200 9 months ago