End of training

README.md

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+---
+library_name: transformers
+license: mit
+base_model: facebook/bart-large-cnn
+tags:
+- generated_from_trainer
+metrics:
+- rouge
+model-index:
+- name: bart-summarizer
+  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. -->
+
+# bart-summarizer
+
+This model is a fine-tuned version of [facebook/bart-large-cnn](https://huggingface.co/facebook/bart-large-cnn) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 2.7172
+- Rouge1: 0.3278
+- Rouge2: 0.0669
+- Rougel: 0.2041
+- Rougelsum: 0.284
+- Gen Len: 133.6799
+
+## 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: 4
+- eval_batch_size: 4
+- seed: 42
+- gradient_accumulation_steps: 2
+- total_train_batch_size: 8
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 4
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch  | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len  |
+|:-------------:|:------:|:----:|:---------------:|:------:|:------:|:------:|:---------:|:--------:|
+| 3.1498        | 0.9992 | 622  | 2.8687          | 0.3187 | 0.0635 | 0.1948 | 0.2765    | 141.2658 |
+| 2.7712        | 2.0    | 1245 | 2.7667          | 0.3195 | 0.0659 | 0.2006 | 0.2792    | 135.1609 |
+| 2.589         | 2.9992 | 1867 | 2.7298          | 0.3219 | 0.063  | 0.1962 | 0.2777    | 135.9729 |
+| 2.4744        | 3.9968 | 2488 | 2.7172          | 0.3278 | 0.0669 | 0.2041 | 0.284     | 133.6799 |
+
+
+### 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/Oct10_14-16-16_2420e89f667c/events.out.tfevents.1728569777.2420e89f667c.1314.3

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