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product-category-bert-classifier

Text Classification
Transformers
Safetensors
bert
Trained with AutoTrain
text-embeddings-inference
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product-category-bert-classifier
File size: 818 Bytes
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{
    "data_path": "Sifter/product-category",
    "model": "google-bert/bert-base-uncased",
    "lr": 5e-05,
    "epochs": 5,
    "max_seq_length": 512,
    "batch_size": 8,
    "warmup_ratio": 0.1,
    "gradient_accumulation": 1,
    "optimizer": "adamw_torch",
    "scheduler": "linear",
    "weight_decay": 0.0,
    "max_grad_norm": 1.0,
    "seed": 42,
    "train_split": "train",
    "valid_split": null,
    "text_column": "text",
    "target_column": "target",
    "logging_steps": -1,
    "project_name": "product-category-classifier-v20251126",
    "auto_find_batch_size": true,
    "mixed_precision": "fp16",
    "save_total_limit": 1,
    "push_to_hub": true,
    "eval_strategy": "epoch",
    "username": "Sifter",
    "log": "none",
    "early_stopping_patience": 8,
    "early_stopping_threshold": 0.01
}