End of training

README.md

@@ -0,0 +1,75 @@
+---
+library_name: transformers
+license: agpl-3.0
+base_model: RonTon05/model_content_V2_test
+tags:
+- generated_from_trainer
+metrics:
+- f1
+model-index:
+- name: MTL_Frozen_backbone_binary_head
+  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. -->
+
+# MTL_Frozen_backbone_binary_head
+
+This model is a fine-tuned version of [RonTon05/model_content_V2_test](https://huggingface.co/RonTon05/model_content_V2_test) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 1.4753
+- F1 Task1: 0.9972
+- F1 Task2: 0.1840
+- Acc Task1: 0.9984
+- Acc Task2: 0.4232
+- F1: 0.5906
+- F1 Macro: 0.5906
+
+## 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: 2e-05
+- train_batch_size: 64
+- eval_batch_size: 64
+- seed: 42
+- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
+- lr_scheduler_type: linear
+- num_epochs: 10
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | F1 Task1 | F1 Task2 | Acc Task1 | Acc Task2 | F1     | F1 Macro |
+|:-------------:|:-----:|:----:|:---------------:|:--------:|:--------:|:---------:|:---------:|:------:|:--------:|
+| 1.7773        | 1.0   | 275  | 1.6048          | 0.9972   | 0.1044   | 0.9984    | 0.3675    | 0.5508 | 0.5508   |
+| 1.6021        | 2.0   | 550  | 1.5769          | 0.9972   | 0.1191   | 0.9984    | 0.3766    | 0.5581 | 0.5581   |
+| 1.5781        | 3.0   | 825  | 1.5521          | 0.9972   | 0.1375   | 0.9984    | 0.3914    | 0.5673 | 0.5673   |
+| 1.5592        | 4.0   | 1100 | 1.5308          | 0.9972   | 0.1654   | 0.9984    | 0.4089    | 0.5813 | 0.5813   |
+| 1.5428        | 5.0   | 1375 | 1.5133          | 0.9972   | 0.1702   | 0.9984    | 0.4112    | 0.5837 | 0.5837   |
+| 1.5241        | 6.0   | 1650 | 1.4985          | 0.9972   | 0.1821   | 0.9984    | 0.4255    | 0.5896 | 0.5896   |
+| 1.5147        | 7.0   | 1925 | 1.4875          | 0.9972   | 0.1758   | 0.9984    | 0.4180    | 0.5865 | 0.5865   |
+| 1.4986        | 8.0   | 2200 | 1.4837          | 0.9972   | 0.1775   | 0.9984    | 0.4196    | 0.5873 | 0.5873   |
+| 1.4979        | 9.0   | 2475 | 1.4764          | 0.9972   | 0.1843   | 0.9984    | 0.4239    | 0.5907 | 0.5907   |
+| 1.4914        | 10.0  | 2750 | 1.4753          | 0.9972   | 0.1840   | 0.9984    | 0.4232    | 0.5906 | 0.5906   |
+
+
+### Framework versions
+
+- Transformers 5.10.1
+- Pytorch 2.7.1+cu118
+- Datasets 4.8.5
+- Tokenizers 0.22.2

added_tokens.json

@@ -0,0 +1,3 @@
+{
+  "<mask>": 64000
+}

config.json

@@ -0,0 +1,33 @@
+{
+  "add_cross_attention": false,
+  "architectures": [
+    "PhoBERTMultiTask"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "bos_token_id": 0,
+  "classifier_dropout": null,
+  "dtype": "float32",
+  "eos_token_id": 2,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "is_decoder": false,
+  "layer_norm_eps": 1e-05,
+  "max_position_embeddings": 258,
+  "model_type": "roberta",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "num_labels_task1": 2,
+  "num_labels_task2": 10,
+  "pad_token_id": 1,
+  "position_embedding_type": "absolute",
+  "problem_type": "single_label_classification",
+  "tie_word_embeddings": true,
+  "tokenizer_class": "PhobertTokenizer",
+  "transformers_version": "5.10.1",
+  "type_vocab_size": 1,
+  "use_cache": false,
+  "vocab_size": 64001
+}

model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:14734383f6b482f2a1c8480fae8db34d0cd387ca9263940890f88876183894e9
+size 545577152

tokenizer_config.json

@@ -0,0 +1,57 @@
+{
+  "added_tokens_decoder": {
+    "0": {
+      "content": "<s>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "1": {
+      "content": "<pad>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "2": {
+      "content": "</s>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "3": {
+      "content": "<unk>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "64000": {
+      "content": "<mask>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "backend": "custom",
+  "bos_token": "<s>",
+  "clean_up_tokenization_spaces": false,
+  "cls_token": "<s>",
+  "eos_token": "</s>",
+  "is_local": false,
+  "local_files_only": false,
+  "mask_token": "<mask>",
+  "model_max_length": 1000000000000000019884624838656,
+  "pad_token": "<pad>",
+  "sep_token": "</s>",
+  "tokenizer_class": "PhobertTokenizer",
+  "unk_token": "<unk>"
+}

training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dae7cd5cf2178a69ed5e4d4ceb6e9d619ec9371f3a5bbf0ac8292cdd2fc9f731
+size 5201