End of training

README.md

@@ -0,0 +1,68 @@
+---
+base_model: vinai/bartpho-word-base
+tags:
+- generated_from_trainer
+model-index:
+- name: bartpho-word-base-ed-notpl
+  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. -->
+
+# bartpho-word-base-ed-notpl
+
+This model is a fine-tuned version of [vinai/bartpho-word-base](https://huggingface.co/vinai/bartpho-word-base) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.0244
+- F1 Micro: 0.7951
+- Recall Micro: 0.7948
+- Precision Micro: 0.7954
+- F1 Macro: 0.5879
+- Recall Macro: 0.6260
+- Precision Macro: 0.5898
+
+## 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: 8
+- eval_batch_size: 8
+- seed: 42
+- gradient_accumulation_steps: 4
+- total_train_batch_size: 32
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 5
+
+### Training results
+
+| Training Loss | Epoch  | Step | Validation Loss | F1 Micro | Recall Micro | Precision Micro | F1 Macro | Recall Macro | Precision Macro |
+|:-------------:|:------:|:----:|:---------------:|:--------:|:------------:|:---------------:|:--------:|:------------:|:---------------:|
+| No log        | 0.9987 | 393  | 0.0279          | 0.7863   | 0.8013       | 0.7719          | 0.4822   | 0.5178       | 0.5229          |
+| 0.1583        | 2.0    | 787  | 0.0262          | 0.7742   | 0.7654       | 0.7832          | 0.5473   | 0.6047       | 0.5268          |
+| 0.0243        | 2.9987 | 1180 | 0.0238          | 0.7997   | 0.8058       | 0.7937          | 0.5581   | 0.5740       | 0.6036          |
+| 0.0191        | 4.0    | 1574 | 0.0234          | 0.8045   | 0.8061       | 0.8030          | 0.5668   | 0.5815       | 0.6041          |
+| 0.0191        | 4.9936 | 1965 | 0.0244          | 0.7951   | 0.7948       | 0.7954          | 0.5879   | 0.6260       | 0.5898          |
+
+
+### Framework versions
+
+- Transformers 4.41.2
+- Pytorch 2.3.0+cu121
+- Datasets 2.20.0
+- Tokenizers 0.19.1

generation_config.json

@@ -0,0 +1,8 @@
+{
+  "bos_token_id": 0,
+  "decoder_start_token_id": 2,
+  "eos_token_id": 2,
+  "forced_eos_token_id": 2,
+  "pad_token_id": 1,
+  "transformers_version": "4.41.2"
+}

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:a05df72ac233a9c2f82f1863c3e71e0bd4c1aecde5d57af90c3bc0b2f66d9e66
+oid sha256:34268a51ffd6ff43e972f2c19f99976b8596a2729b556f26930ad6dc8cf55725
 size 600177236