End of training

README.md

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+---
+base_model: google/pegasus-xsum
+tags:
+- generated_from_trainer
+metrics:
+- rouge
+model-index:
+- name: LLM_Teached_Pegasus
+  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_Pegasus
+
+This model is a fine-tuned version of [google/pegasus-xsum](https://huggingface.co/google/pegasus-xsum) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 1.7905
+- Rouge1: 0.4388
+- Rouge2: 0.1916
+- Rougel: 0.3479
+- Rougelsum: 0.3476
+- Gen Len: 28.7182
+
+## 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: 2
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
+|:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|:-------:|
+| 2.0092        | 1.0   | 1250 | 1.8228          | 0.4351 | 0.188  | 0.3414 | 0.3411    | 28.7045 |
+| 1.8992        | 2.0   | 2500 | 1.7905          | 0.4388 | 0.1916 | 0.3479 | 0.3476    | 28.7182 |
+
+
+### 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": 0,
+  "eos_token_id": 1,
+  "forced_eos_token_id": 1,
+  "length_penalty": 0.6,
+  "max_length": 64,
+  "num_beams": 8,
+  "pad_token_id": 0,
+  "transformers_version": "4.36.0"
+}

runs/Dec26_19-06-26_k4nuemctr1703578858135-c9qrv/events.out.tfevents.1703588795.k4nuemctr1703578858135-c9qrv.4324.0

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