End of training

README.md

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+---
+library_name: transformers
+license: cc-by-nc-4.0
+base_model: facebook/nllb-200-distilled-600M
+tags:
+- generated_from_trainer
+model-index:
+- name: nllb-indo-en-cleaned
+  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. -->
+
+# nllb-indo-en-cleaned
+
+This model is a fine-tuned version of [facebook/nllb-200-distilled-600M](https://huggingface.co/facebook/nllb-200-distilled-600M) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.3048
+
+## 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: 2
+- eval_batch_size: 2
+- seed: 42
+- gradient_accumulation_steps: 8
+- total_train_batch_size: 16
+- 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
+- training_steps: 1000
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch   | Step | Validation Loss |
+|:-------------:|:-------:|:----:|:---------------:|
+| No log        | 1.0     | 96   | 4.3318          |
+| 53.1274       | 2.0     | 192  | 2.0475          |
+| 25.7634       | 3.0     | 288  | 0.4936          |
+| 8.4388        | 4.0     | 384  | 0.2444          |
+| 1.7896        | 5.0     | 480  | 0.2407          |
+| 0.8853        | 6.0     | 576  | 0.2626          |
+| 0.5583        | 7.0     | 672  | 0.2793          |
+| 0.4353        | 8.0     | 768  | 0.2936          |
+| 0.3497        | 9.0     | 864  | 0.2992          |
+| 0.2969        | 10.0    | 960  | 0.3038          |
+| 0.2713        | 10.4199 | 1000 | 0.3048          |
+
+
+### Framework versions
+
+- Transformers 4.47.1
+- Pytorch 2.5.1+cu121
+- Datasets 3.2.0
+- Tokenizers 0.21.0

generation_config.json

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+{
+  "_from_model_config": true,
+  "bos_token_id": 0,
+  "decoder_start_token_id": 2,
+  "eos_token_id": 2,
+  "max_length": 200,
+  "pad_token_id": 1,
+  "transformers_version": "4.47.1"
+}