theojolliffe commited on
Commit
b1dbf15
1 Parent(s): 2114dc9

update model card README.md

Browse files
Files changed (1) hide show
  1. README.md +66 -0
README.md ADDED
@@ -0,0 +1,66 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ tags:
3
+ - generated_from_trainer
4
+ metrics:
5
+ - rouge
6
+ model-index:
7
+ - name: fb-bart-large-finetuned-trade-the-event-finance-summarizer-finetuned-roundup-1-4
8
+ results: []
9
+ ---
10
+
11
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
+ should probably proofread and complete it, then remove this comment. -->
13
+
14
+ # fb-bart-large-finetuned-trade-the-event-finance-summarizer-finetuned-roundup-1-4
15
+
16
+ This model is a fine-tuned version of [nickmuchi/fb-bart-large-finetuned-trade-the-event-finance-summarizer](https://huggingface.co/nickmuchi/fb-bart-large-finetuned-trade-the-event-finance-summarizer) on an unknown dataset.
17
+ It achieves the following results on the evaluation set:
18
+ - Loss: 0.8305
19
+ - Rouge1: 54.122
20
+ - Rouge2: 35.2787
21
+ - Rougel: 37.6989
22
+ - Rougelsum: 51.4679
23
+ - Gen Len: 142.0
24
+
25
+ ## Model description
26
+
27
+ More information needed
28
+
29
+ ## Intended uses & limitations
30
+
31
+ More information needed
32
+
33
+ ## Training and evaluation data
34
+
35
+ More information needed
36
+
37
+ ## Training procedure
38
+
39
+ ### Training hyperparameters
40
+
41
+ The following hyperparameters were used during training:
42
+ - learning_rate: 2e-05
43
+ - train_batch_size: 1
44
+ - eval_batch_size: 1
45
+ - seed: 42
46
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
47
+ - lr_scheduler_type: linear
48
+ - num_epochs: 4
49
+ - mixed_precision_training: Native AMP
50
+
51
+ ### Training results
52
+
53
+ | Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
54
+ |:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|:-------:|:---------:|:--------:|
55
+ | 1.7158 | 1.0 | 795 | 0.9986 | 53.1755 | 33.3503 | 35.235 | 50.6513 | 142.0 |
56
+ | 0.7643 | 2.0 | 1590 | 0.8622 | 53.3646 | 34.429 | 36.7998 | 51.0487 | 141.1852 |
57
+ | 0.5894 | 3.0 | 2385 | 0.8345 | 54.2777 | 35.0495 | 37.8567 | 51.7937 | 142.0 |
58
+ | 0.4039 | 4.0 | 3180 | 0.8305 | 54.122 | 35.2787 | 37.6989 | 51.4679 | 142.0 |
59
+
60
+
61
+ ### Framework versions
62
+
63
+ - Transformers 4.18.0
64
+ - Pytorch 1.11.0+cu113
65
+ - Datasets 2.1.0
66
+ - Tokenizers 0.12.1