End of training

README.md

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+---
+license: mit
+base_model: facebook/bart-large-xsum
+tags:
+- generated_from_trainer
+metrics:
+- rouge
+model-index:
+- name: LLM_Teach_Bart
+  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. -->
+
+# LLM_Teach_Bart
+
+This model is a fine-tuned version of [facebook/bart-large-xsum](https://huggingface.co/facebook/bart-large-xsum) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 1.5031
+- Rouge1: 0.4867
+- Rouge2: 0.2549
+- Rougel: 0.376
+- Rougelsum: 0.3764
+- Gen Len: 46.2273
+
+## 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: 16
+- eval_batch_size: 8
+- seed: 42
+- 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 |
+|:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|:-------:|
+| 1.3272        | 1.0   | 625  | 1.3454          | 0.4905 | 0.2577 | 0.3725 | 0.3726    | 51.3691 |
+| 0.9972        | 2.0   | 1250 | 1.3446          | 0.4861 | 0.26   | 0.3757 | 0.3761    | 46.5909 |
+| 0.8102        | 3.0   | 1875 | 1.4353          | 0.4889 | 0.2564 | 0.3753 | 0.3755    | 47.3073 |
+| 0.5636        | 4.0   | 2500 | 1.5031          | 0.4867 | 0.2549 | 0.376  | 0.3764    | 46.2273 |
+
+
+### Framework versions
+
+- Transformers 4.36.0
+- Pytorch 2.0.1+cu117
+- Datasets 2.14.5
+- Tokenizers 0.15.0

generation_config.json

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+{
+  "bos_token_id": 0,
+  "decoder_start_token_id": 2,
+  "early_stopping": true,
+  "eos_token_id": 2,
+  "forced_eos_token_id": 2,
+  "max_length": 62,
+  "min_length": 11,
+  "no_repeat_ngram_size": 3,
+  "num_beams": 6,
+  "pad_token_id": 1,
+  "transformers_version": "4.36.0"
+}

runs/Dec14_00-25-25_srpn0lctr1702480508242-d7jkl/events.out.tfevents.1702484730.srpn0lctr1702480508242-d7jkl.38924.0

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