Training in progress epoch 0

README.md

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+---
+license: apache-2.0
+tags:
+- generated_from_keras_callback
+model-index:
+- name: Legendleads/p4_model
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information Keras had access to. You should
+probably proofread and complete it, then remove this comment. -->
+
+# Legendleads/p4_model
+
+This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Train Loss: 0.3758
+- Validation Loss: 0.1680
+- Train Precision: 0.3967
+- Train Recall: 0.2981
+- Train F1: 0.3404
+- Train Accuracy: 0.9543
+- Epoch: 0
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- optimizer: {'name': 'AdamWeightDecay', 'learning_rate': {'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 2e-05, 'decay_steps': 1218, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}}, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-08, 'amsgrad': False, 'weight_decay_rate': 0.01}
+- training_precision: float32
+
+### Training results
+
+| Train Loss | Validation Loss | Train Precision | Train Recall | Train F1 | Train Accuracy | Epoch |
+|:----------:|:---------------:|:---------------:|:------------:|:--------:|:--------------:|:-----:|
+| 0.3758     | 0.1680          | 0.3967          | 0.2981       | 0.3404   | 0.9543         | 0     |
+
+
+### Framework versions
+
+- Transformers 4.28.1
+- TensorFlow 2.12.0
+- Datasets 2.11.0
+- Tokenizers 0.13.3

config.json

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+{
+  "_name_or_path": "distilbert-base-uncased",
+  "activation": "gelu",
+  "architectures": [
+    "DistilBertForTokenClassification"
+  ],
+  "attention_dropout": 0.1,
+  "dim": 768,
+  "dropout": 0.1,
+  "hidden_dim": 3072,
+  "id2label": {
+    "0": "O",
+    "1": "B-company",
+    "2": "I-company",
+    "3": "B-facility",
+    "4": "I-facility",
+    "5": "B-geo-loc",
+    "6": "I-geo-loc",
+    "7": "B-movie",
+    "8": "I-movie",
+    "9": "B-musicartist",
+    "10": "I-musicartist",
+    "11": "B-other",
+    "12": "I-other",
+    "13": "B-person",
+    "14": "I-person",
+    "15": "B-product",
+    "16": "I-product",
+    "17": "B-sportsteam",
+    "18": "I-sportsteam",
+    "19": "B-tvshow",
+    "20": "I-tvshow"
+  },
+  "initializer_range": 0.02,
+  "label2id": {
+    "B-company": 1,
+    "B-facility": 3,
+    "B-geo-loc": 5,
+    "B-movie": 7,
+    "B-musicartist": 9,
+    "B-other": 11,
+    "B-person": 13,
+    "B-product": 15,
+    "B-sportsteam": 17,
+    "B-tvshow": 19,
+    "I-company": 2,
+    "I-facility": 4,
+    "I-geo-loc": 6,
+    "I-movie": 8,
+    "I-musicartist": 10,
+    "I-other": 12,
+    "I-person": 14,
+    "I-product": 16,
+    "I-sportsteam": 18,
+    "I-tvshow": 20,
+    "O": 0
+  },
+  "max_position_embeddings": 512,
+  "model_type": "distilbert",
+  "n_heads": 12,
+  "n_layers": 6,
+  "pad_token_id": 0,
+  "qa_dropout": 0.1,
+  "seq_classif_dropout": 0.2,
+  "sinusoidal_pos_embds": false,
+  "tie_weights_": true,
+  "transformers_version": "4.28.1",
+  "vocab_size": 30522
+}

special_tokens_map.json

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+{
+  "cls_token": "[CLS]",
+  "mask_token": "[MASK]",
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "unk_token": "[UNK]"
+}

tf_model.h5

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+version https://git-lfs.github.com/spec/v1
+oid sha256:d5c49232246a59aa095a8a9d650181c38402164e28ea743880afbc8ab9f9c298
+size 265643280

tokenizer_config.json

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+{
+  "clean_up_tokenization_spaces": true,
+  "cls_token": "[CLS]",
+  "do_lower_case": true,
+  "mask_token": "[MASK]",
+  "model_max_length": 512,
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "strip_accents": null,
+  "tokenize_chinese_chars": true,
+  "tokenizer_class": "DistilBertTokenizer",
+  "unk_token": "[UNK]"
+}