End of training

README.md

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+---
+library_name: transformers
+license: apache-2.0
+base_model: sshleifer/distilbart-cnn-12-6
+tags:
+- generated_from_trainer
+metrics:
+- rouge
+model-index:
+- name: cleaned_ds
+  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. -->
+
+# cleaned_ds
+
+This model is a fine-tuned version of [sshleifer/distilbart-cnn-12-6](https://huggingface.co/sshleifer/distilbart-cnn-12-6) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 2.6837
+- Rouge1: 0.421
+- Rouge2: 0.1462
+- Rougel: 0.248
+- Rougelsum: 0.3488
+- Generated Length: 120.0345
+
+## 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: 2
+- eval_batch_size: 2
+- seed: 42
+- gradient_accumulation_steps: 2
+- total_train_batch_size: 4
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 3
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Generated Length |
+|:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|:----------------:|
+| 3.0367        | 1.0   | 609  | 2.7608          | 0.4091 | 0.1389 | 0.2423 | 0.3401    | 122.0861         |
+| 2.6396        | 2.0   | 1218 | 2.6925          | 0.4206 | 0.1468 | 0.2485 | 0.3508    | 124.4791         |
+| 2.4229        | 3.0   | 1827 | 2.6837          | 0.421  | 0.1462 | 0.248  | 0.3488    | 120.0345         |
+
+
+### Framework versions
+
+- Transformers 4.44.2
+- Pytorch 2.4.1+cu121
+- Datasets 3.0.1
+- Tokenizers 0.19.1

generation_config.json

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+{
+  "bos_token_id": 0,
+  "decoder_start_token_id": 2,
+  "early_stopping": true,
+  "eos_token_id": 2,
+  "forced_bos_token_id": 0,
+  "forced_eos_token_id": 2,
+  "length_penalty": 2.0,
+  "max_length": 142,
+  "min_length": 56,
+  "no_repeat_ngram_size": 3,
+  "num_beams": 4,
+  "pad_token_id": 1,
+  "transformers_version": "4.44.2"
+}

runs/Sep28_11-55-48_4607a33daba0/events.out.tfevents.1727524550.4607a33daba0.240.0

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