led_base_science_new

README.md

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+---
+library_name: transformers
+license: apache-2.0
+base_model: meandmichael8011/led_summarizer
+tags:
+- generated_from_trainer
+datasets:
+- scientific_lay_summarisation
+model-index:
+- name: led_science_last
+  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. -->
+
+# led_science_last
+
+This model is a fine-tuned version of [meandmichael8011/led_summarizer](https://huggingface.co/meandmichael8011/led_summarizer) on the scientific_lay_summarisation dataset.
+It achieves the following results on the evaluation set:
+- Loss: 2.5418
+
+## 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: 5e-05
+- train_batch_size: 2
+- eval_batch_size: 2
+- seed: 42
+- gradient_accumulation_steps: 16
+- total_train_batch_size: 32
+- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
+- lr_scheduler_type: linear
+- lr_scheduler_warmup_steps: 100
+- num_epochs: 5
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch  | Step | Validation Loss |
+|:-------------:|:------:|:----:|:---------------:|
+| 2.6935        | 1.0853 | 50   | 2.6321          |
+| 2.6167        | 2.1707 | 100  | 2.5932          |
+| 2.5032        | 3.2560 | 150  | 2.5572          |
+| 2.4018        | 4.3413 | 200  | 2.5418          |
+
+
+### Framework versions
+
+- Transformers 4.51.3
+- Pytorch 2.6.0+cu124
+- Datasets 3.6.0
+- Tokenizers 0.21.1

generation_config.json

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+{
+  "_from_model_config": true,
+  "bos_token_id": 0,
+  "decoder_start_token_id": 2,
+  "eos_token_id": 2,
+  "pad_token_id": 1,
+  "transformers_version": "4.51.3"
+}