mrm8488 commited on
Commit
d226112
1 Parent(s): 220c4b4

End of training

Browse files
README.md ADDED
@@ -0,0 +1,82 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: apache-2.0
3
+ tags:
4
+ - generated_from_trainer
5
+ datasets:
6
+ - samsum
7
+ metrics:
8
+ - rouge
9
+ model-index:
10
+ - name: switch-base-16-finetuned-samsum
11
+ results:
12
+ - task:
13
+ name: Sequence-to-sequence Language Modeling
14
+ type: text2text-generation
15
+ dataset:
16
+ name: samsum
17
+ type: samsum
18
+ config: samsum
19
+ split: validation
20
+ args: samsum
21
+ metrics:
22
+ - name: Rouge1
23
+ type: rouge
24
+ value: 47.2139
25
+ ---
26
+
27
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
28
+ should probably proofread and complete it, then remove this comment. -->
29
+
30
+ # switch-base-16-finetuned-samsum
31
+
32
+ This model is a fine-tuned version of [google/switch-base-16](https://huggingface.co/google/switch-base-16) on the samsum dataset.
33
+ It achieves the following results on the evaluation set:
34
+ - Loss: 1.4434
35
+ - Rouge1: 47.2139
36
+ - Rouge2: 23.3399
37
+ - Rougel: 39.8364
38
+ - Rougelsum: 43.2592
39
+ - Gen Len: 16.9194
40
+
41
+ ## Model description
42
+
43
+ More information needed
44
+
45
+ ## Intended uses & limitations
46
+
47
+ More information needed
48
+
49
+ ## Training and evaluation data
50
+
51
+ More information needed
52
+
53
+ ## Training procedure
54
+
55
+ ### Training hyperparameters
56
+
57
+ The following hyperparameters were used during training:
58
+ - learning_rate: 5e-05
59
+ - train_batch_size: 4
60
+ - eval_batch_size: 4
61
+ - seed: 42
62
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
63
+ - lr_scheduler_type: linear
64
+ - num_epochs: 5
65
+
66
+ ### Training results
67
+
68
+ | Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
69
+ |:-------------:|:-----:|:-----:|:---------------:|:-------:|:-------:|:-------:|:---------:|:-------:|
70
+ | 1.846 | 1.0 | 3683 | 1.4857 | 45.9134 | 22.4258 | 38.9716 | 42.6169 | 17.0623 |
71
+ | 1.5734 | 2.0 | 7366 | 1.4346 | 47.574 | 24.2967 | 40.3749 | 44.2636 | 17.3790 |
72
+ | 1.38 | 3.0 | 11049 | 1.4277 | 47.9915 | 24.9077 | 40.658 | 44.5301 | 17.1406 |
73
+ | 1.2388 | 4.0 | 14732 | 1.4223 | 48.3444 | 25.4061 | 41.2776 | 45.0434 | 16.9254 |
74
+ | 1.1629 | 5.0 | 18415 | 1.4372 | 48.5991 | 25.5464 | 41.3726 | 45.0784 | 16.9890 |
75
+
76
+
77
+ ### Framework versions
78
+
79
+ - Transformers 4.26.0.dev0
80
+ - Pytorch 1.13.1+cu116
81
+ - Datasets 2.7.1
82
+ - Tokenizers 0.13.2
emissions.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ timestamp,experiment_id,project_name,duration,emissions,energy_consumed,country_name,country_iso_code,region,on_cloud,cloud_provider,cloud_region
2
+ 2023-01-12T17:59:02,f503872b-5629-4375-b9a9-ac79fb936088,codecarbon,11156.288381099701,0.5907260779761291,0.9903934752534171,Spain,ESP,murcia,N,,
pytorch_model.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:199e2c06d54a3a79ae358ef87e061b1d688de34647b8510bbf56d2948804dd56
3
  size 4289811489
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4d2ac5946ef3aad20037431d462828a37a65ed4deeec498408c4a6b037ddffbf
3
  size 4289811489
runs/Jan12_14-52-43_2cb2cefa7ce2/events.out.tfevents.1673535186.2cb2cefa7ce2.1925.0 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:1c0fd82bccbaf584fe1d0f9ec9e059e7dcf75421895a83611e7b80447d89ae00
3
- size 14067
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:338cef2e8fcb2df2cfb9e0afd7e1aa12b79517c8e7c3b121a94727bdecd765b2
3
+ size 14427
runs/Jan12_14-52-43_2cb2cefa7ce2/events.out.tfevents.1673546557.2cb2cefa7ce2.1925.2 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:daf2347e9707147b22fec507bf2fa862dc66a557acde6786de0187ae1812117b
3
+ size 575