Hugging Face's logo

juliosocher
/
flan-t5-small-finetuned-scientific-articles

Summarization
Transformers
TensorBoard
Safetensors
t5
text2text-generation
Generated from Trainer
Eval Results
text-generation-inference
Inference Endpoints
Model card Files Metrics Community
juliosocher commited on
Commit
c44a459
·
verified ·
1 Parent(s): 79be920

Training complete

Browse files
Files changed (4) hide show
  1. README.md +10 -10
  2. runs/Jun07_20-39-27_f1e5474c3aac/events.out.tfevents.1717792776.f1e5474c3aac.2425.0 +3 -0
  3. runs/Jun07_20-39-27_f1e5474c3aac/events.out.tfevents.1717793141.f1e5474c3aac.2425.1 +3 -0
  4. training_args.bin +1 -1
README.md CHANGED
@@ -23,7 +23,7 @@ model-index:
23
  metrics:
24
  - name: Rouge1
25
  type: rouge
26
- value: 8.0718
27
  ---
28
 
29
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
@@ -34,10 +34,10 @@ should probably proofread and complete it, then remove this comment. -->
34
  This model is a fine-tuned version of [google/flan-t5-small](https://huggingface.co/google/flan-t5-small) on the scientific_papers dataset.
35
  It achieves the following results on the evaluation set:
36
  - Loss: 2.6792
37
- - Rouge1: 8.0718
38
- - Rouge2: 2.5608
39
- - Rougel: 6.7081
40
- - Rougelsum: 7.3027
41
 
42
  ## Model description
43
 
@@ -69,11 +69,11 @@ The following hyperparameters were used during training:
69
 
70
  | Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum |
71
  |:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|
72
- | 3.0943 | 1.0 | 56 | 2.8262 | 3.9895 | 1.0886 | 3.344 | 3.6338 |
73
- | 3.0216 | 2.0 | 112 | 2.7682 | 6.118 | 1.6768 | 5.2392 | 5.6711 |
74
- | 2.9495 | 3.0 | 168 | 2.7316 | 7.4698 | 2.4158 | 6.2604 | 6.8995 |
75
- | 2.9057 | 4.0 | 224 | 2.7050 | 7.9356 | 2.6576 | 6.5552 | 7.165 |
76
- | 2.8622 | 5.0 | 280 | 2.6792 | 8.0718 | 2.5608 | 6.7081 | 7.3027 |
77
 
78
 
79
  ### Framework versions
 
23
  metrics:
24
  - name: Rouge1
25
  type: rouge
26
+ value: 8.0297
27
  ---
28
 
29
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
 
34
  This model is a fine-tuned version of [google/flan-t5-small](https://huggingface.co/google/flan-t5-small) on the scientific_papers dataset.
35
  It achieves the following results on the evaluation set:
36
  - Loss: 2.6792
37
+ - Rouge1: 8.0297
38
+ - Rouge2: 2.5421
39
+ - Rougel: 6.6908
40
+ - Rougelsum: 7.3431
41
 
42
  ## Model description
43
 
 
69
 
70
  | Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum |
71
  |:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|
72
+ | 3.0943 | 1.0 | 56 | 2.8262 | 3.9456 | 1.1211 | 3.3527 | 3.6682 |
73
+ | 3.0216 | 2.0 | 112 | 2.7682 | 6.0659 | 1.6822 | 5.2499 | 5.7102 |
74
+ | 2.9495 | 3.0 | 168 | 2.7316 | 7.4704 | 2.4232 | 6.2443 | 6.913 |
75
+ | 2.9057 | 4.0 | 224 | 2.7050 | 7.8789 | 2.6559 | 6.5559 | 7.1858 |
76
+ | 2.8622 | 5.0 | 280 | 2.6792 | 8.0297 | 2.5421 | 6.6908 | 7.3431 |
77
 
78
 
79
  ### Framework versions
runs/Jun07_20-39-27_f1e5474c3aac/events.out.tfevents.1717792776.f1e5474c3aac.2425.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:37000cf8070cc33716b7b81343c7559ce5942fdde3551e9e3e76fb2233277cf3
3
+ size 9679
runs/Jun07_20-39-27_f1e5474c3aac/events.out.tfevents.1717793141.f1e5474c3aac.2425.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:0d2990d8dd81dab7e49b65a3d4afa608446b742dd63f980703b6e36f13123418
3
+ size 562
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:716fce84a3bea56796ef0375594eddbac6c0d3ed31722b09407ba377c7196907
3
  size 5304
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ae73e638e79be76c6a7d84137ead8a01c7c30805bab0cf495173fa62dfc54122
3
  size 5304