Text Classification
Safetensors
GLiClass
text classification
nli
sentiment analysis
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  1. config.json +77 -0
  2. model.safetensors +3 -0
config.json ADDED
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+ {
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+ "architecture_type": "uni-encoder",
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+ "architectures": [
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+ "GLiClassModel"
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+ ],
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+ "bos_token_id": 1,
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+ "class_token_index": 250102,
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+ "class_token_pooling": "average",
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+ "contrastive_loss_coef": 0.0,
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+ "dropout": 0.3,
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+ "dtype": "bfloat16",
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+ "embed_class_token": true,
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+ "encoder_config": {
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+ "_name_or_path": "microsoft/mdeberta-v3-base",
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+ "attention_probs_dropout_prob": 0.1,
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+ "hidden_act": "gelu",
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+ "hidden_size": 768,
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+ "intermediate_size": 3072,
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+ "layer_norm_eps": 1e-07,
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+ "legacy": true,
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+ "max_position_embeddings": 512,
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+ "max_relative_positions": -1,
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+ "model_type": "deberta-v2",
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+ "norm_rel_ebd": "layer_norm",
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+ "num_attention_heads": 12,
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+ "num_hidden_layers": 12,
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+ "pooler_dropout": 0,
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+ "pooler_hidden_act": "gelu",
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+ "pooler_hidden_size": 768,
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+ "pos_att_type": [
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+ "p2c",
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+ "c2p"
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+ ],
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+ "position_biased_input": false,
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+ "position_buckets": 256,
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+ "relative_attention": true,
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+ "share_att_key": true,
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+ "type_vocab_size": 0,
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+ "vocab_size": 250105
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+ },
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+ "encoder_layer_id": -1,
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+ "encoder_model_name": "microsoft/mdeberta-v3-base",
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+ "eos_token_id": 2,
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+ "example_token_index": 250104,
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+ "extract_text_features": true,
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+ "focal_loss_alpha": -1,
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+ "focal_loss_gamma": -1,
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+ "focal_loss_reduction": "none",
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+ "hidden_size": 768,
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+ "ignore_index": -100,
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+ "initializer_range": 0.03,
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+ "label_model_config": null,
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+ "label_model_name": null,
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+ "layer_wise": false,
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+ "logit_scale_init_value": 2.6592,
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+ "max_num_classes": 25,
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+ "model_type": "GLiClass",
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+ "normalize_features": false,
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+ "pad_token_id": 0,
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+ "pooling_strategy": "pass",
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+ "projector_hidden_act": "gelu",
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+ "prompt_first": true,
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+ "scorer_attn_dropout": 0.1,
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+ "scorer_mlp_hidden_size": 768,
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+ "scorer_num_heads": 8,
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+ "scorer_type": "cross-attn",
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+ "scorer_use_sequence_packing": true,
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+ "shuffle_labels": true,
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+ "squeeze_layers": false,
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+ "text_token_index": 250103,
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+ "transformers_version": "4.57.6",
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+ "use_lstm": false,
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+ "use_segment_embeddings": false,
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+ "vocab_size": 250105
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+ }
model.safetensors ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:440d8f17603d3e6f7d13a4fe7ffa7e9ef2c5a2581cceccb2f643334b92c8aea8
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+ size 567503348