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_Teached_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_Teached_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: 1.8314
+- Rouge1: 0.4852
+- Rouge2: 0.2152
+- Rougel: 0.3758
+- Rougelsum: 0.3758
+- Gen Len: 44.2945
+
+## 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 |
+|:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|:-------:|
+| 1.7164        | 1.0   | 625  | 1.7203          | 0.4723 | 0.209  | 0.3674 | 0.3668    | 44.1491 |
+| 1.3424        | 2.0   | 1250 | 1.6998          | 0.484  | 0.2166 | 0.37   | 0.3695    | 45.3727 |
+| 1.1171        | 3.0   | 1875 | 1.7546          | 0.4824 | 0.2144 | 0.3728 | 0.3728    | 43.7636 |
+| 0.8193        | 4.0   | 2500 | 1.8314          | 0.4852 | 0.2152 | 0.3758 | 0.3758    | 44.2945 |
+
+
+### 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_23-35-17_mgrqu6ctr1702517804785-49zpx/events.out.tfevents.1702568127.mgrqu6ctr1702517804785-49zpx.116387.0

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