End of training

README.md

@@ -0,0 +1,56 @@
+---
+library_name: transformers
+license: apache-2.0
+base_model: bert-base-uncased
+tags:
+- generated_from_trainer
+model-index:
+- name: session-classifier
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+# session-classifier
+
+This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on the None dataset.
+
+## 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:
+- learning_rate: 5e-05
+- train_batch_size: 128
+- eval_batch_size: 16
+- seed: 42
+- gradient_accumulation_steps: 3
+- total_train_batch_size: 384
+- optimizer: Use OptimizerNames.ADAFACTOR and the args are:
+No additional optimizer arguments
+- lr_scheduler_type: cosine
+- num_epochs: 5
+
+### Training results
+
+
+
+### Framework versions
+
+- Transformers 4.51.3
+- Pytorch 2.6.0+cu124
+- Datasets 3.5.1
+- Tokenizers 0.21.1

config.json

@@ -0,0 +1,140 @@
+{
+  "architectures": [
+    "BertForSequenceClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "classifier_dropout": null,
+  "gradient_checkpointing": false,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "Accounts",
+    "1": "Accounts. Credit Cards",
+    "2": "Accounts. Credit Loans",
+    "3": "BNPL",
+    "4": "LS Entertainment Client",
+    "5": "Origination",
+    "6": "Origination. CashLoan",
+    "7": "Origination. Showcase",
+    "8": "ShopApp MB",
+    "9": "T-Pay Wallet",
+    "10": "TBundle",
+    "11": "Travel",
+    "12": "Travel. Search",
+    "13": "default",
+    "14": "\u0410\u0432\u0438\u0430",
+    "15": "\u0410\u043d\u0430\u043b\u0438\u0442\u0438\u043a\u0430 \u0444\u0438\u043d\u0430\u043d\u0441\u043e\u0432",
+    "16": "\u0411\u0435\u0441\u043a\u043e\u043d\u0442\u0430\u043a\u0442\u043d\u0430\u044f \u043e\u043f\u043b\u0430\u0442\u0430",
+    "17": "\u0412\u044b\u0433\u043e\u0434\u0430",
+    "18": "\u0412\u044b\u0433\u043e\u0434\u0430. \u0413\u043b\u0430\u0432\u043d\u0430\u044f",
+    "19": "\u0412\u044b\u0433\u043e\u0434\u0430.\u0413\u043b\u0430\u0432\u043d\u0430\u044f",
+    "20": "\u0412\u044b\u0438\u0433\u043e\u0434\u0430",
+    "21": "\u0412\u044b\u0493oda",
+    "22": "\u0413\u0435\u0439\u043c\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u044f",
+    "23": "\u0413\u043b\u0430\u0432\u043d\u0430\u044f",
+    "24": "\u0414\u0435\u0431\u0435\u0442\u043e\u0432\u044b\u0435 \u0441\u0447\u0435\u0442\u0430",
+    "25": "\u0414\u0435\u0442\u0430\u043b\u0438 \u0441\u0447\u0435\u0442\u0430",
+    "26": "\u0418\u043d\u0432\u0435\u0441\u0442\u0438\u0446\u0438\u0438",
+    "27": "\u041a\u043e\u043d\u0442\u0430\u043a\u0442\u044b",
+    "28": "\u041c\u0430\u0440\u043a\u0435\u0442\u0438\u043d\u0433\u043e\u0432\u044b\u0435 \u043a\u043e\u043c\u043c\u0443\u043d\u0438\u043a\u0430\u0446\u0438\u0438",
+    "29": "\u041c\u043e\u0431\u0430\u0439\u043b",
+    "30": "\u041d\u0430\u043a\u043e\u043f\u043b\u0435\u043d\u0438\u044f",
+    "31": "\u041e\u0421\u0410\u0413\u041e",
+    "32": "\u041e\u043f\u0435\u0440\u0430\u0446\u0438\u0438 \u0438 \u0442\u0440\u0430\u0442\u044b",
+    "33": "\u041e\u043f\u043b\u0430\u0442\u0430",
+    "34": "\u041f\u0435\u0440\u0435\u0432\u043e\u0434\u044b \u041e\u043d\u043b\u0430\u0439\u043d",
+    "35": "\u041f\u0435\u0440\u0441\u043e\u043d\u0430\u043b\u044c\u043d\u0430\u044f \u043b\u0435\u043d\u0442\u0430",
+    "36": "\u041f\u043b\u0430\u0442\u0435\u0436\u0438 \u0438 \u043f\u0435\u0440\u0435\u0432\u043e\u0434\u044b",
+    "37": "\u041f\u043e\u0434\u043f\u0438\u0441\u043a\u0438 \u0438 \u0432\u044b\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u043d\u044b\u0435 \u0441\u0447\u0435\u0442\u0430",
+    "38": "\u041f\u043e\u043a\u0443\u043f\u043a\u0438",
+    "39": "\u041f\u043e\u043c\u043e\u0449\u044c",
+    "40": "\u041f\u0440\u0438\u0432\u0430\u0442\u043d\u044b\u0439 \u043f\u0440\u043e\u0444\u0438\u043b\u044c \u0438 \u0414\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u044b",
+    "41": "\u041f\u0440\u0438\u0432\u0435\u0434\u0438 \u0434\u0440\u0443\u0433\u0430",
+    "42": "\u0421\u0430\u043c\u043e\u0437\u0430\u043d\u044f\u0442\u044b\u0435",
+    "43": "\u0421\u0442\u0440\u0430\u0445\u043e\u0432\u0430\u043d\u0438\u0435",
+    "44": "\u0421\u0447\u0435\u0442\u0430",
+    "45": "\u0421\u0447\u0435\u0442\u0430. \u0414\u0435\u0431\u0435\u0442\u043e\u0432\u044b\u0435 \u0441\u0447\u0435\u0442\u0430",
+    "46": "\u0421\u0447\u0435\u0442\u0430. \u0414\u0435\u043f\u043e\u0437\u0438\u0442\u044b",
+    "47": "\u0421\u0447\u0435\u0442\u0430. \u041a\u0440\u0435\u0434\u0438\u0442\u043d\u044b\u0435 \u0441\u0447\u0435\u0442\u0430",
+    "48": "\u0421\u0447\u0435\u0442\u0430. \u041d\u0430\u043a\u043e\u043f\u043b\u0435\u043d\u0438\u044f",
+    "49": "\u0422-Pay Wallet",
+    "50": "\u0422-\u0417\u0430\u0449\u0438\u0442\u0430",
+    "51": "\u0422-\u041fay Wallet",
+    "52": "\u0422\u0440\u0435\u0432\u0435\u043b",
+    "53": "\u0423\u043c\u043d\u0430\u044f \u043a\u0430\u043c\u0435\u0440\u0430",
+    "54": "\u042d\u043a\u043e\u0441\u0438\u0441\u0442\u0435\u043c\u043d\u0430\u044f \u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u043e\u0441\u0442\u044c"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "Accounts": 0,
+    "Accounts. Credit Cards": 1,
+    "Accounts. Credit Loans": 2,
+    "BNPL": 3,
+    "LS Entertainment Client": 4,
+    "Origination": 5,
+    "Origination. CashLoan": 6,
+    "Origination. Showcase": 7,
+    "ShopApp MB": 8,
+    "T-Pay Wallet": 9,
+    "TBundle": 10,
+    "Travel": 11,
+    "Travel. Search": 12,
+    "default": 13,
+    "\u0410\u0432\u0438\u0430": 14,
+    "\u0410\u043d\u0430\u043b\u0438\u0442\u0438\u043a\u0430 \u0444\u0438\u043d\u0430\u043d\u0441\u043e\u0432": 15,
+    "\u0411\u0435\u0441\u043a\u043e\u043d\u0442\u0430\u043a\u0442\u043d\u0430\u044f \u043e\u043f\u043b\u0430\u0442\u0430": 16,
+    "\u0412\u044b\u0433\u043e\u0434\u0430": 17,
+    "\u0412\u044b\u0433\u043e\u0434\u0430. \u0413\u043b\u0430\u0432\u043d\u0430\u044f": 18,
+    "\u0412\u044b\u0433\u043e\u0434\u0430.\u0413\u043b\u0430\u0432\u043d\u0430\u044f": 19,
+    "\u0412\u044b\u0438\u0433\u043e\u0434\u0430": 20,
+    "\u0412\u044b\u0493oda": 21,
+    "\u0413\u0435\u0439\u043c\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u044f": 22,
+    "\u0413\u043b\u0430\u0432\u043d\u0430\u044f": 23,
+    "\u0414\u0435\u0431\u0435\u0442\u043e\u0432\u044b\u0435 \u0441\u0447\u0435\u0442\u0430": 24,
+    "\u0414\u0435\u0442\u0430\u043b\u0438 \u0441\u0447\u0435\u0442\u0430": 25,
+    "\u0418\u043d\u0432\u0435\u0441\u0442\u0438\u0446\u0438\u0438": 26,
+    "\u041a\u043e\u043d\u0442\u0430\u043a\u0442\u044b": 27,
+    "\u041c\u0430\u0440\u043a\u0435\u0442\u0438\u043d\u0433\u043e\u0432\u044b\u0435 \u043a\u043e\u043c\u043c\u0443\u043d\u0438\u043a\u0430\u0446\u0438\u0438": 28,
+    "\u041c\u043e\u0431\u0430\u0439\u043b": 29,
+    "\u041d\u0430\u043a\u043e\u043f\u043b\u0435\u043d\u0438\u044f": 30,
+    "\u041e\u0421\u0410\u0413\u041e": 31,
+    "\u041e\u043f\u0435\u0440\u0430\u0446\u0438\u0438 \u0438 \u0442\u0440\u0430\u0442\u044b": 32,
+    "\u041e\u043f\u043b\u0430\u0442\u0430": 33,
+    "\u041f\u0435\u0440\u0435\u0432\u043e\u0434\u044b \u041e\u043d\u043b\u0430\u0439\u043d": 34,
+    "\u041f\u0435\u0440\u0441\u043e\u043d\u0430\u043b\u044c\u043d\u0430\u044f \u043b\u0435\u043d\u0442\u0430": 35,
+    "\u041f\u043b\u0430\u0442\u0435\u0436\u0438 \u0438 \u043f\u0435\u0440\u0435\u0432\u043e\u0434\u044b": 36,
+    "\u041f\u043e\u0434\u043f\u0438\u0441\u043a\u0438 \u0438 \u0432\u044b\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u043d\u044b\u0435 \u0441\u0447\u0435\u0442\u0430": 37,
+    "\u041f\u043e\u043a\u0443\u043f\u043a\u0438": 38,
+    "\u041f\u043e\u043c\u043e\u0449\u044c": 39,
+    "\u041f\u0440\u0438\u0432\u0430\u0442\u043d\u044b\u0439 \u043f\u0440\u043e\u0444\u0438\u043b\u044c \u0438 \u0414\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u044b": 40,
+    "\u041f\u0440\u0438\u0432\u0435\u0434\u0438 \u0434\u0440\u0443\u0433\u0430": 41,
+    "\u0421\u0430\u043c\u043e\u0437\u0430\u043d\u044f\u0442\u044b\u0435": 42,
+    "\u0421\u0442\u0440\u0430\u0445\u043e\u0432\u0430\u043d\u0438\u0435": 43,
+    "\u0421\u0447\u0435\u0442\u0430": 44,
+    "\u0421\u0447\u0435\u0442\u0430. \u0414\u0435\u0431\u0435\u0442\u043e\u0432\u044b\u0435 \u0441\u0447\u0435\u0442\u0430": 45,
+    "\u0421\u0447\u0435\u0442\u0430. \u0414\u0435\u043f\u043e\u0437\u0438\u0442\u044b": 46,
+    "\u0421\u0447\u0435\u0442\u0430. \u041a\u0440\u0435\u0434\u0438\u0442\u043d\u044b\u0435 \u0441\u0447\u0435\u0442\u0430": 47,
+    "\u0421\u0447\u0435\u0442\u0430. \u041d\u0430\u043a\u043e\u043f\u043b\u0435\u043d\u0438\u044f": 48,
+    "\u0422-Pay Wallet": 49,
+    "\u0422-\u0417\u0430\u0449\u0438\u0442\u0430": 50,
+    "\u0422-\u041fay Wallet": 51,
+    "\u0422\u0440\u0435\u0432\u0435\u043b": 52,
+    "\u0423\u043c\u043d\u0430\u044f \u043a\u0430\u043c\u0435\u0440\u0430": 53,
+    "\u042d\u043a\u043e\u0441\u0438\u0441\u0442\u0435\u043c\u043d\u0430\u044f \u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u043e\u0441\u0442\u044c": 54
+  },
+  "layer_norm_eps": 1e-12,
+  "max_position_embeddings": 512,
+  "model_type": "bert",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "pad_token_id": 0,
+  "position_embedding_type": "absolute",
+  "problem_type": "single_label_classification",
+  "torch_dtype": "float32",
+  "transformers_version": "4.51.3",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 30522
+}

model.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:1809389f72079ef325953e21533a49784904f6c252aecccc861b88e023606dc1
+size 438121676

special_tokens_map.json

@@ -0,0 +1,7 @@
+{
+  "cls_token": "[CLS]",
+  "mask_token": "[MASK]",
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "unk_token": "[UNK]"
+}

tokenizer_config.json

@@ -0,0 +1,56 @@
+{
+  "added_tokens_decoder": {
+    "0": {
+      "content": "[PAD]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "100": {
+      "content": "[UNK]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "101": {
+      "content": "[CLS]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "102": {
+      "content": "[SEP]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "103": {
+      "content": "[MASK]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "clean_up_tokenization_spaces": false,
+  "cls_token": "[CLS]",
+  "do_lower_case": true,
+  "extra_special_tokens": {},
+  "mask_token": "[MASK]",
+  "model_max_length": 512,
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "strip_accents": null,
+  "tokenize_chinese_chars": true,
+  "tokenizer_class": "BertTokenizer",
+  "unk_token": "[UNK]"
+}

training_args.bin

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+oid sha256:e668fe361b1501d10ca2a09977d75016607df32b9f243014a939cbee16177f38
+size 5304