fine_tuned_flan_mt5

README.md

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+---
+license: apache-2.0
+base_model: google/mt5-small
+tags:
+- generated_from_trainer
+metrics:
+- rouge
+model-index:
+- name: mt5-small-lower
+  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. -->
+
+# mt5-small-lower
+
+This model is a fine-tuned version of [google/mt5-small](https://huggingface.co/google/mt5-small) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 2.2645
+- Rouge1: 21.3986
+- Rouge2: 0.0
+- Rougel: 21.4078
+- Rougelsum: 21.5242
+- Gen Len: 14.4947
+
+## 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: 8
+- eval_batch_size: 8
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 5
+
+### Training results
+
+| Training Loss | Epoch | Step  | Validation Loss | Rouge1  | Rouge2 | Rougel  | Rougelsum | Gen Len |
+|:-------------:|:-----:|:-----:|:---------------:|:-------:|:------:|:-------:|:---------:|:-------:|
+| 2.9469        | 1.0   | 6877  | 2.5088          | 21.3986 | 0.0    | 21.4078 | 21.5242   | 10.4989 |
+| 2.6632        | 2.0   | 13754 | 2.3772          | 21.3986 | 0.0    | 21.4078 | 21.5242   | 14.1979 |
+| 2.5438        | 3.0   | 20631 | 2.3055          | 21.3986 | 0.0    | 21.4078 | 21.5242   | 14.1095 |
+| 2.5355        | 4.0   | 27508 | 2.2747          | 21.3986 | 0.0    | 21.4078 | 21.5242   | 14.3832 |
+| 2.4597        | 5.0   | 34385 | 2.2645          | 21.3986 | 0.0    | 21.4078 | 21.5242   | 14.4947 |
+
+
+### Framework versions
+
+- Transformers 4.41.2
+- Pytorch 2.1.2
+- Datasets 2.19.2
+- Tokenizers 0.19.1

generation_config.json

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+{
+  "decoder_start_token_id": 0,
+  "eos_token_id": 1,
+  "pad_token_id": 0,
+  "transformers_version": "4.41.2"
+}

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