End of training

README.md

@@ -0,0 +1,68 @@
+---
+license: apache-2.0
+base_model: google/flan-t5-small
+tags:
+- generated_from_trainer
+metrics:
+- rouge
+model-index:
+- name: flanT5-description-generation
+  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. -->
+
+# flanT5-description-generation
+
+This model is a fine-tuned version of [google/flan-t5-small](https://huggingface.co/google/flan-t5-small) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.3688
+- Rouge1: 6.3055
+- Rouge2: 5.5351
+- Rougel: 5.9301
+- Rougelsum: 5.9371
+- Gen Len: 4.6041
+
+## 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 |
+|:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|:-------:|
+| No log        | 1.0   | 99   | 3.9741          | 7.1174 | 6.3701 | 6.7345 | 6.7347    | 2.4264  |
+| No log        | 2.0   | 198  | 1.6340          | 7.0189 | 6.2738 | 6.6359 | 6.6379    | 2.6142  |
+| No log        | 3.0   | 297  | 0.7071          | 6.887  | 6.1128 | 6.512  | 6.515     | 3.0406  |
+| No log        | 4.0   | 396  | 0.4279          | 6.0645 | 5.1995 | 5.6723 | 5.6926    | 5.5787  |
+| No log        | 5.0   | 495  | 0.3688          | 6.3055 | 5.5351 | 5.9301 | 5.9371    | 4.6041  |
+
+
+### Framework versions
+
+- Transformers 4.34.1
+- Pytorch 2.1.0+cu118
+- Datasets 2.14.6
+- Tokenizers 0.14.1

generation_config.json

@@ -0,0 +1,6 @@
+{
+  "decoder_start_token_id": 0,
+  "eos_token_id": 1,
+  "pad_token_id": 0,
+  "transformers_version": "4.34.1"
+}