End of training

README.md

@@ -0,0 +1,69 @@
+---
+license: apache-2.0
+base_model: facebook/bart-base
+tags:
+- generated_from_trainer
+metrics:
+- rouge
+model-index:
+- name: bart-base-finetuned-samsum
+  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. -->
+
+# bart-base-finetuned-samsum
+
+This model is a fine-tuned version of [facebook/bart-base](https://huggingface.co/facebook/bart-base) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 1.5273
+- Rouge1: 46.8865
+- Rouge2: 23.8976
+- Rougel: 39.8604
+- Rougelsum: 43.0185
+- Gen Len: 18.0659
+
+## 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 | Gen Len |
+|:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|:-------:|:---------:|:-------:|
+| 2.0008        | 1.0   | 921  | 1.6050          | 45.4152 | 21.5898 | 38.2192 | 41.5283   | 18.3272 |
+| 1.6741        | 2.0   | 1842 | 1.5611          | 45.6316 | 22.7331 | 38.6353 | 42.0206   | 17.9963 |
+| 1.547         | 3.0   | 2763 | 1.5362          | 46.4511 | 23.218  | 39.1461 | 42.4645   | 17.9255 |
+| 1.4668        | 4.0   | 3684 | 1.5338          | 46.8899 | 23.7554 | 39.7789 | 43.0769   | 18.3553 |
+| 1.4218        | 5.0   | 4605 | 1.5273          | 46.8865 | 23.8976 | 39.8604 | 43.0185   | 18.0659 |
+
+
+### Framework versions
+
+- Transformers 4.40.1
+- Pytorch 1.13.1+cu117
+- Datasets 2.19.0
+- Tokenizers 0.19.1

generation_config.json

@@ -0,0 +1,12 @@
+{
+  "bos_token_id": 0,
+  "decoder_start_token_id": 2,
+  "early_stopping": true,
+  "eos_token_id": 2,
+  "forced_bos_token_id": 0,
+  "forced_eos_token_id": 2,
+  "no_repeat_ngram_size": 3,
+  "num_beams": 4,
+  "pad_token_id": 1,
+  "transformers_version": "4.40.1"
+}

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:4df4fffb58de23283cb46177f59b57d15affdc93a2a819d7b7476d48144d91fa
+oid sha256:e45f725a55cb0fab0311b97abe3c514c151827b18f830345e827a66b84ef62b0
 size 557912620

runs/Apr26_09-04-09_instance-20240426-075425/events.out.tfevents.1714122258.instance-20240426-075425

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:cbb6b5c832d4a3ba85e80afb5cecbb65ed272ed0d9743580cac42939ced7571e
-size 9690
+oid sha256:29e38f23190654fc04b5ed2655629e4683a1197cb9c1a3c2a0169be3514fc771
+size 10780