Commit ·
63c8c26
1
Parent(s): cef5885
Upload LayoutLMv3ForTokenClassification
Browse files- config.json +136 -0
- pytorch_model.bin +3 -0
config.json
ADDED
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@@ -0,0 +1,136 @@
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{
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"_name_or_path": "C:\\Users\\Skander\\Desktop\\invoice-recognizer\\model_files",
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"architectures": [
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"LayoutLMv3ForTokenClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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"bos_token_id": 0,
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"classifier_dropout": null,
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"coordinate_size": 128,
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"eos_token_id": 2,
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"has_relative_attention_bias": true,
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"has_spatial_attention_bias": true,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 768,
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"id2label": {
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"0": "B-DATE_LABEL",
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"1": "B-FACT_LABEL",
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"2": "B-NUMERO_FACTURE",
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"3": "B-PRIX_HT",
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"4": "B-PRIX_HT_LABEL",
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"5": "B-PRIX_TTC",
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"6": "B-PRIX_TTC_LABEL",
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"7": "B-TIMBRE",
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"8": "B-TIMBRE_LABEL",
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"9": "B-TVA",
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"10": "B-TVA_LABEL",
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"11": "E-DATE_LABEL",
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"12": "E-FACT_LABEL",
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"13": "E-NUMERO_FACTURE",
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"14": "E-PRIX_HT",
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"15": "E-PRIX_HT_LABEL",
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"16": "E-PRIX_TTC",
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"17": "E-PRIX_TTC_LABEL",
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"18": "E-TIMBRE",
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"19": "E-TIMBRE_LABEL",
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"20": "E-TVA",
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"21": "E-TVA_LABEL",
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"22": "I-DATE_LABEL",
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"23": "I-FACT_LABEL",
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"24": "I-NUMERO_FACTURE",
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"25": "I-PRIX_HT_LABEL",
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"26": "I-PRIX_TTC",
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"27": "I-PRIX_TTC_LABEL",
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| 45 |
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"28": "I-TIMBRE_LABEL",
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| 46 |
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"29": "I-TVA_LABEL",
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"30": "O",
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"31": "S-DATE",
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"32": "S-DATE_LABEL",
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"33": "S-FACT_LABEL",
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"34": "S-NUMERO_FACTURE",
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"35": "S-PRIX_HT",
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"36": "S-PRIX_HT_LABEL",
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"37": "S-PRIX_TTC",
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"38": "S-PRIX_TTC_LABEL",
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| 56 |
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"39": "S-TIMBRE",
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| 57 |
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"40": "S-TIMBRE_LABEL",
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"41": "S-TVA",
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"42": "S-TVA_LABEL",
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"43": "B-DATE",
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"44": "E-DATE",
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"45": "I-DATE"
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},
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"initializer_range": 0.02,
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"input_size": 224,
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"intermediate_size": 3072,
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"label2id": {
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"B-DATE": 43,
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"B-DATE_LABEL": 0,
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"B-FACT_LABEL": 1,
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"B-NUMERO_FACTURE": 2,
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"B-PRIX_HT": 3,
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"B-PRIX_HT_LABEL": 4,
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"B-PRIX_TTC": 5,
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"B-PRIX_TTC_LABEL": 6,
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"B-TIMBRE": 7,
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"B-TIMBRE_LABEL": 8,
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"B-TVA": 9,
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"B-TVA_LABEL": 10,
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"E-DATE": 44,
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"E-DATE_LABEL": 11,
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"E-FACT_LABEL": 12,
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"E-NUMERO_FACTURE": 13,
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"E-PRIX_HT": 14,
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"E-PRIX_HT_LABEL": 15,
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"E-PRIX_TTC": 16,
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"E-PRIX_TTC_LABEL": 17,
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"E-TIMBRE": 18,
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"E-TIMBRE_LABEL": 19,
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"E-TVA": 20,
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"E-TVA_LABEL": 21,
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"I-DATE": 45,
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"I-DATE_LABEL": 22,
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"I-FACT_LABEL": 23,
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"I-NUMERO_FACTURE": 24,
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"I-PRIX_HT_LABEL": 25,
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"I-PRIX_TTC": 26,
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"I-PRIX_TTC_LABEL": 27,
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"I-TIMBRE_LABEL": 28,
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"I-TVA_LABEL": 29,
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"O": 30,
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"S-DATE": 31,
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"S-DATE_LABEL": 32,
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"S-FACT_LABEL": 33,
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"S-NUMERO_FACTURE": 34,
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"S-PRIX_HT": 35,
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"S-PRIX_HT_LABEL": 36,
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"S-PRIX_TTC": 37,
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"S-PRIX_TTC_LABEL": 38,
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"S-TIMBRE": 39,
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| 111 |
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"S-TIMBRE_LABEL": 40,
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"S-TVA": 41,
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| 113 |
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"S-TVA_LABEL": 42
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},
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"layer_norm_eps": 1e-05,
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| 116 |
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"max_2d_position_embeddings": 1024,
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| 117 |
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"max_position_embeddings": 514,
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| 118 |
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"max_rel_2d_pos": 256,
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| 119 |
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"max_rel_pos": 128,
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| 120 |
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"model_type": "layoutlmv3",
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| 121 |
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"num_attention_heads": 12,
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| 122 |
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"num_channels": 3,
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| 123 |
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"num_hidden_layers": 12,
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| 124 |
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"pad_token_id": 1,
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| 125 |
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"patch_size": 16,
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| 126 |
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"rel_2d_pos_bins": 64,
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| 127 |
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"rel_pos_bins": 32,
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| 128 |
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"second_input_size": 112,
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| 129 |
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"shape_size": 128,
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| 130 |
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"text_embed": true,
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| 131 |
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"torch_dtype": "float32",
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| 132 |
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"transformers_version": "4.26.1",
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| 133 |
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"type_vocab_size": 1,
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| 134 |
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"visual_embed": true,
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| 135 |
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"vocab_size": 50265
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}
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pytorch_model.bin
ADDED
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:f07006e3c902f2304e633aa7bdd0d092c02a75be65312103e678ec63716a9f9e
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size 503887729
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