ecat3rina commited on
Commit
59c024e
1 Parent(s): 10ee36f

Training complete

Browse files
README.md ADDED
@@ -0,0 +1,70 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: apache-2.0
3
+ base_model: google-t5/t5-base
4
+ tags:
5
+ - summarization
6
+ - generated_from_trainer
7
+ metrics:
8
+ - rouge
9
+ model-index:
10
+ - name: t5-base-finetuned-qmsum
11
+ results: []
12
+ ---
13
+
14
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
15
+ should probably proofread and complete it, then remove this comment. -->
16
+
17
+ # t5-base-finetuned-qmsum
18
+
19
+ This model is a fine-tuned version of [google-t5/t5-base](https://huggingface.co/google-t5/t5-base) on an unknown dataset.
20
+ It achieves the following results on the evaluation set:
21
+ - Loss: 3.1567
22
+ - Rouge1: 28.3882
23
+ - Rouge2: 8.4191
24
+ - Rougel: 22.8604
25
+
26
+ ## Model description
27
+
28
+ More information needed
29
+
30
+ ## Intended uses & limitations
31
+
32
+ More information needed
33
+
34
+ ## Training and evaluation data
35
+
36
+ More information needed
37
+
38
+ ## Training procedure
39
+
40
+ ### Training hyperparameters
41
+
42
+ The following hyperparameters were used during training:
43
+ - learning_rate: 5.6e-05
44
+ - train_batch_size: 8
45
+ - eval_batch_size: 8
46
+ - seed: 42
47
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
48
+ - lr_scheduler_type: linear
49
+ - num_epochs: 8
50
+
51
+ ### Training results
52
+
53
+ | Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel |
54
+ |:-------------:|:-----:|:----:|:---------------:|:-------:|:------:|:-------:|
55
+ | 3.5399 | 1.0 | 126 | 3.2929 | 27.9871 | 8.2442 | 23.2939 |
56
+ | 3.1401 | 2.0 | 252 | 3.2076 | 27.7588 | 7.6926 | 22.8498 |
57
+ | 2.9706 | 3.0 | 378 | 3.1678 | 28.9533 | 8.4516 | 23.4899 |
58
+ | 2.8244 | 4.0 | 504 | 3.1509 | 28.274 | 8.0721 | 22.897 |
59
+ | 2.7238 | 5.0 | 630 | 3.1472 | 27.9718 | 8.26 | 22.7717 |
60
+ | 2.6687 | 6.0 | 756 | 3.1513 | 28.3972 | 8.4436 | 22.9446 |
61
+ | 2.5844 | 7.0 | 882 | 3.1554 | 28.6233 | 8.5011 | 23.1638 |
62
+ | 2.5715 | 8.0 | 1008 | 3.1567 | 28.3882 | 8.4191 | 22.8604 |
63
+
64
+
65
+ ### Framework versions
66
+
67
+ - Transformers 4.42.4
68
+ - Pytorch 2.3.0+cu121
69
+ - Datasets 2.20.0
70
+ - Tokenizers 0.19.1
generation_config.json ADDED
@@ -0,0 +1,6 @@
 
 
 
 
 
 
 
1
+ {
2
+ "decoder_start_token_id": 0,
3
+ "eos_token_id": 1,
4
+ "pad_token_id": 0,
5
+ "transformers_version": "4.42.4"
6
+ }
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:f58a5f52d20c9d8dd1513ca5508a45f365bfe96543faab822c78aa6a4336c625
3
  size 891644712
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:66462e7c2ab989f7cd44a50ed2eb82ebb8d92419de8ba77425ea579fd6e57039
3
  size 891644712
runs/Jul11_23-01-06_7a7653d1f0ac/events.out.tfevents.1720738867.7a7653d1f0ac.6172.0 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:9e7f2ea1a0aeeb479173a86a52ed2f01c359be8efe2a7d95911f5038f13dab06
3
- size 10473
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8dc759b8d3bb8b3bf5b4711dd1c44874b6a9b9687b16eac4242aadd2a0cbfe3b
3
+ size 11248
runs/Jul11_23-01-06_7a7653d1f0ac/events.out.tfevents.1720739721.7a7653d1f0ac.6172.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:902134651afdb4146f71c3aeeb8c44b1445dac3ddadb5a585c14ab8b6631597d
3
+ size 509