Training complete

README.md

@@ -0,0 +1,81 @@
+---
+license: apache-2.0
+base_model: Falconsai/text_summarization
+tags:
+- summarization
+- generated_from_trainer
+datasets:
+- samsum
+metrics:
+- rouge
+model-index:
+- name: notification-hub
+  results:
+  - task:
+      name: Sequence-to-sequence Language Modeling
+      type: text2text-generation
+    dataset:
+      name: samsum
+      type: samsum
+      config: samsum
+      split: validation
+      args: samsum
+    metrics:
+    - name: Rouge1
+      type: rouge
+      value: 77.77777777777779
+---
+
+<!-- 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. -->
+
+# notification-hub
+
+This model is a fine-tuned version of [Falconsai/text_summarization](https://huggingface.co/Falconsai/text_summarization) on the samsum dataset.
+It achieves the following results on the evaluation set:
+- Loss: 1.9936
+- Rougel: 77.7778
+- Rouge1: 77.7778
+- Rougelsum: 77.7778
+
+## 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
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 4
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Rougel  | Rouge1  | Rougelsum |
+|:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|:---------:|
+| 2.4286        | 1.0   | 500  | 2.0557          | 77.7778 | 77.7778 | 77.7778   |
+| 2.1418        | 2.0   | 1000 | 2.0177          | 77.7778 | 77.7778 | 77.7778   |
+| 2.0587        | 3.0   | 1500 | 1.9968          | 77.7778 | 77.7778 | 77.7778   |
+| 1.9987        | 4.0   | 2000 | 1.9936          | 77.7778 | 77.7778 | 77.7778   |
+
+
+### Framework versions
+
+- Transformers 4.35.2
+- Pytorch 2.1.0+cu118
+- Datasets 2.15.0
+- Tokenizers 0.15.0

generation_config.json

@@ -0,0 +1,6 @@
+{
+  "decoder_start_token_id": 0,
+  "eos_token_id": 1,
+  "pad_token_id": 0,
+  "transformers_version": "4.35.2"
+}

runs/Dec01_13-39-20_fab2c6edfce4/events.out.tfevents.1701438119.fab2c6edfce4.607.10

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:95c4834246a132725e2893a1d058efbc9d2452afc1f52f62defb577c4bc6e060
-size 7139
+oid sha256:4ed3ee6edfcbc534dfa5ec0526da26b6e8366642a891df6acb779efd1be014f9
+size 7917

runs/Dec01_13-39-20_fab2c6edfce4/events.out.tfevents.1701438606.fab2c6edfce4.607.11

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ed0a77ba523fe10ccca3e22db846b6b729fbfc58fc1ae1b8d528a883044e6b21
+size 512