training completed[dev]: 1024 128
Browse files
README.md
CHANGED
@@ -18,12 +18,12 @@ should probably proofread and complete it, then remove this comment. -->
|
|
18 |
|
19 |
This model is a fine-tuned version of [facebook/bart-large](https://huggingface.co/facebook/bart-large) on an unknown dataset.
|
20 |
It achieves the following results on the evaluation set:
|
21 |
-
- Loss:
|
22 |
-
- Rouge1: 0.
|
23 |
-
- Rouge2: 0.
|
24 |
-
- Rougel: 0.
|
25 |
-
- Rougelsum: 0.
|
26 |
-
- Wer: 0.
|
27 |
|
28 |
## Model description
|
29 |
|
@@ -48,20 +48,28 @@ The following hyperparameters were used during training:
|
|
48 |
- seed: 42
|
49 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
50 |
- lr_scheduler_type: linear
|
51 |
-
- num_epochs:
|
52 |
- mixed_precision_training: Native AMP
|
53 |
|
54 |
### Training results
|
55 |
|
56 |
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Wer |
|
57 |
|:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|:------:|
|
58 |
-
| No log | 0.13 | 250 | 1.
|
59 |
-
| 2.
|
60 |
-
| 2.
|
61 |
-
| 1.
|
62 |
-
| 1.
|
63 |
-
| 1.
|
64 |
-
| 1.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
65 |
|
66 |
|
67 |
### Framework versions
|
|
|
18 |
|
19 |
This model is a fine-tuned version of [facebook/bart-large](https://huggingface.co/facebook/bart-large) on an unknown dataset.
|
20 |
It achieves the following results on the evaluation set:
|
21 |
+
- Loss: 0.9558
|
22 |
+
- Rouge1: 0.7069
|
23 |
+
- Rouge2: 0.4544
|
24 |
+
- Rougel: 0.6489
|
25 |
+
- Rougelsum: 0.6489
|
26 |
+
- Wer: 0.4398
|
27 |
|
28 |
## Model description
|
29 |
|
|
|
48 |
- seed: 42
|
49 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
50 |
- lr_scheduler_type: linear
|
51 |
+
- num_epochs: 2
|
52 |
- mixed_precision_training: Native AMP
|
53 |
|
54 |
### Training results
|
55 |
|
56 |
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Wer |
|
57 |
|:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|:------:|
|
58 |
+
| No log | 0.13 | 250 | 1.2224 | 0.665 | 0.3911 | 0.6 | 0.6001 | 0.4993 |
|
59 |
+
| 2.0905 | 0.27 | 500 | 1.1190 | 0.6743 | 0.4083 | 0.6103 | 0.6104 | 0.4809 |
|
60 |
+
| 2.0905 | 0.4 | 750 | 1.0832 | 0.6818 | 0.418 | 0.6178 | 0.6178 | 0.4726 |
|
61 |
+
| 1.188 | 0.53 | 1000 | 1.0541 | 0.6871 | 0.4246 | 0.6242 | 0.6242 | 0.4675 |
|
62 |
+
| 1.188 | 0.66 | 1250 | 1.0352 | 0.6881 | 0.4283 | 0.6269 | 0.6268 | 0.4628 |
|
63 |
+
| 1.1172 | 0.8 | 1500 | 1.0291 | 0.6912 | 0.4319 | 0.6303 | 0.6303 | 0.4586 |
|
64 |
+
| 1.1172 | 0.93 | 1750 | 1.0079 | 0.7001 | 0.4406 | 0.6396 | 0.6397 | 0.4543 |
|
65 |
+
| 1.0803 | 1.06 | 2000 | 0.9957 | 0.6939 | 0.4396 | 0.6359 | 0.6359 | 0.4511 |
|
66 |
+
| 1.0803 | 1.2 | 2250 | 0.9891 | 0.6972 | 0.443 | 0.6383 | 0.6383 | 0.4479 |
|
67 |
+
| 0.9849 | 1.33 | 2500 | 0.9800 | 0.7009 | 0.4467 | 0.6425 | 0.6425 | 0.4464 |
|
68 |
+
| 0.9849 | 1.46 | 2750 | 0.9771 | 0.7017 | 0.4479 | 0.6426 | 0.6426 | 0.4437 |
|
69 |
+
| 0.9867 | 1.6 | 3000 | 0.9638 | 0.7085 | 0.4541 | 0.6495 | 0.6495 | 0.4422 |
|
70 |
+
| 0.9867 | 1.73 | 3250 | 0.9675 | 0.7013 | 0.4495 | 0.6438 | 0.6438 | 0.4413 |
|
71 |
+
| 0.9556 | 1.86 | 3500 | 0.9565 | 0.707 | 0.4544 | 0.6493 | 0.6492 | 0.4401 |
|
72 |
+
| 0.9556 | 1.99 | 3750 | 0.9558 | 0.7069 | 0.4544 | 0.6489 | 0.6489 | 0.4398 |
|
73 |
|
74 |
|
75 |
### Framework versions
|
runs/Mar30_02-52-46_3cfbce7992d7/events.out.tfevents.1711767184.3cfbce7992d7.2263.0
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
-
size
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:2a5b85792beddbf30e85c56faf376c4b5837b2935bc1b45671ae26691c6d7f2b
|
3 |
+
size 15422
|