Training in progress epoch 0

README.md

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+---
+license: apache-2.0
+tags:
+- generated_from_keras_callback
+model-index:
+- name: alexbrun/contract_classifier
+  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. -->
+
+# alexbrun/contract_classifier
+
+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: 2.0996
+- Validation Loss: 1.2174
+- Train Accuracy: 0.7820
+- 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': 'Adam', 'learning_rate': {'module': 'keras.optimizers.schedules', 'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 2e-05, 'decay_steps': 672, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}, 'registered_name': None}, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-08, 'amsgrad': False}
+- training_precision: float32
+
+### Training results
+
+| Train Loss | Validation Loss | Train Accuracy | Epoch |
+|:----------:|:---------------:|:--------------:|:-----:|
+| 2.0996     | 1.2174          | 0.7820         | 0     |
+
+
+### Framework versions
+
+- Transformers 4.30.2
+- TensorFlow 2.13.0
+- Datasets 2.13.1
+- Tokenizers 0.13.3

config.json

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+{
+  "_name_or_path": "distilbert-base-uncased",
+  "activation": "gelu",
+  "architectures": [
+    "DistilBertForSequenceClassification"
+  ],
+  "attention_dropout": 0.1,
+  "dim": 768,
+  "dropout": 0.1,
+  "hidden_dim": 3072,
+  "id2label": {
+    "0": "Label Report - Anti-assignment, CIC (Group 3)",
+    "1": "Label Report - ROFR-ROFO-ROFN",
+    "2": "Label Report - Joint IP Ownership",
+    "3": "Label Report - Document Name",
+    "4": "Label Report - Minimum Commitment",
+    "5": "Label Report - Revenue-Profit Sharing",
+    "6": "Label Report - Uncapped Liability (Group 5)",
+    "7": "Label Report - No-Solicit of Employees",
+    "8": "Label Report - Source Code Escrow",
+    "9": "Label Report - Non-Disparagement",
+    "10": "Label Report - Audit Rights",
+    "11": "Label Report - Post-Termination Services",
+    "12": "Label Report - Covenant not to Sue_ Release of Claims",
+    "13": "Label Report - Liquidated Damages",
+    "14": "Label Report - Non-Compete, Exclusivity, No-Solicit of Customers (Group 2)",
+    "15": "Label Report - Insurance",
+    "16": "Label Report - Most Favored Nation",
+    "17": "Label Report - Parties",
+    "18": "Label Report - IP Ownership Assignment",
+    "19": "Label Report - Dates (Group 1)",
+    "20": "Label Report - Licenses (Group 4)",
+    "21": "Label Report - Volume Restriction",
+    "22": "Label Report - Price Restrictions",
+    "23": "Label Report - Governing Law",
+    "24": "Label Report - Termination for Convenience",
+    "25": "Label Report - Unlimited-All-You-Can-Eat License",
+    "26": "Label Report - Warranty Duration",
+    "27": "Label Report - Third Party Beneficiary"
+  },
+  "initializer_range": 0.02,
+  "label2id": {
+    "Label Report - Anti-assignment, CIC (Group 3)": 0,
+    "Label Report - Audit Rights": 10,
+    "Label Report - Covenant not to Sue_ Release of Claims": 12,
+    "Label Report - Dates (Group 1)": 19,
+    "Label Report - Document Name": 3,
+    "Label Report - Governing Law": 23,
+    "Label Report - IP Ownership Assignment": 18,
+    "Label Report - Insurance": 15,
+    "Label Report - Joint IP Ownership": 2,
+    "Label Report - Licenses (Group 4)": 20,
+    "Label Report - Liquidated Damages": 13,
+    "Label Report - Minimum Commitment": 4,
+    "Label Report - Most Favored Nation": 16,
+    "Label Report - No-Solicit of Employees": 7,
+    "Label Report - Non-Compete, Exclusivity, No-Solicit of Customers (Group 2)": 14,
+    "Label Report - Non-Disparagement": 9,
+    "Label Report - Parties": 17,
+    "Label Report - Post-Termination Services": 11,
+    "Label Report - Price Restrictions": 22,
+    "Label Report - ROFR-ROFO-ROFN": 1,
+    "Label Report - Revenue-Profit Sharing": 5,
+    "Label Report - Source Code Escrow": 8,
+    "Label Report - Termination for Convenience": 24,
+    "Label Report - Third Party Beneficiary": 27,
+    "Label Report - Uncapped Liability (Group 5)": 6,
+    "Label Report - Unlimited-All-You-Can-Eat License": 25,
+    "Label Report - Volume Restriction": 21,
+    "Label Report - Warranty Duration": 26
+  },
+  "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": "4.30.2",
+  "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:df295e771486b1baea08a36fda3f967b7b7f95250d28f3965eb1e4984e9894c2
+size 268035016

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]"
+}