Training complete

README.md

@@ -0,0 +1,70 @@
+---
+library_name: transformers
+license: apache-2.0
+base_model: t5-base
+tags:
+- summarization
+- generated_from_trainer
+metrics:
+- rouge
+model-index:
+- name: t5-base-billsum
+  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. -->
+
+# t5-base-billsum
+
+This model is a fine-tuned version of [t5-base](https://huggingface.co/t5-base) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 1.6188
+- Rouge1: 24.2144
+- Rouge2: 19.5091
+- Rougel: 23.4392
+- Rougelsum: 23.6056
+
+## 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: 16
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 5
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Rouge1  | Rouge2  | Rougel  | Rougelsum |
+|:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|:-------:|:---------:|
+| 1.9236        | 1.0   | 1185 | 1.5895          | 24.1667 | 19.4242 | 23.3539 | 23.5422   |
+| 1.7231        | 2.0   | 2370 | 1.5380          | 24.4655 | 19.8009 | 23.6777 | 23.8703   |
+| 1.6708        | 3.0   | 3555 | 1.5187          | 24.4628 | 19.816  | 23.6919 | 23.887    |
+| 1.7884        | 4.0   | 4740 | 1.6197          | 24.2271 | 19.5246 | 23.4512 | 23.6138   |
+| 1.8212        | 5.0   | 5925 | 1.6188          | 24.2144 | 19.5091 | 23.4392 | 23.6056   |
+
+
+### Framework versions
+
+- Transformers 4.44.2
+- Pytorch 2.4.1+cu121
+- Datasets 3.0.1
+- Tokenizers 0.19.1

generation_config.json

@@ -0,0 +1,6 @@
+{
+  "decoder_start_token_id": 0,
+  "eos_token_id": 1,
+  "pad_token_id": 0,
+  "transformers_version": "4.44.2"
+}

runs/Oct22_14-19-38_8cc6222ab0f2/events.out.tfevents.1729606801.8cc6222ab0f2.1524.0

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:8d0495bb9aea9d4c1e5fa0b43ecdd9c7712a73c19e5bd833e33e5d6935ee9046
-size 8847
+oid sha256:533c2f6dea302d66fcf988f98e381ae4100b5e1934319454a3c426ba1bb65235
+size 9675

runs/Oct22_14-19-38_8cc6222ab0f2/events.out.tfevents.1729609335.8cc6222ab0f2.1524.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e5797fd4e1e419a6516e6a4a7af2b167f0c78daf5dc7d109318951fd05934e5f
+size 562