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funnel-transformer-small-imdb

Text Classification Transformers PyTorch
English funnel sentiment-analysis Inference Endpoints
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funnel-transformer-small-imdb
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{
  "_name_or_path": "funnel-transformer/small",
  "activation_dropout": 0.0,
  "architectures": [
    "FunnelForSequenceClassification"
  ],
  "attention_dropout": 0.1,
  "attention_type": "relative_shift",
  "block_repeats": [
    1,
    1,
    1
  ],
  "block_sizes": [
    4,
    4,
    4
  ],
  "d_head": 64,
  "d_inner": 3072,
  "d_model": 768,
  "hidden_act": "gelu_new",
  "hidden_dropout": 0.1,
  "initializer_range": 0.1,
  "initializer_std": null,
  "layer_norm_eps": 1e-09,
  "max_position_embeddings": 1024,
  "model_type": "funnel",
  "n_head": 12,
  "num_decoder_layers": 2,
  "pool_q_only": true,
  "pooling_type": "mean",
  "problem_type": "single_label_classification",
  "rel_attn_type": "factorized",
  "separate_cls": true,
  "torch_dtype": "float32",
  "transformers_version": "4.19.1",
  "truncate_seq": true,
  "type_vocab_size": 3,
  "vocab_size": 30522,
  "label2id": {
    "neg": 0,
    "pos": 1
  },
  "id2label": {
    "0": "neg",
    "1": "pos"
  }
}