nhantruongcse
commited on
Commit
•
30d59a8
1
Parent(s):
52d667d
End of training
Browse files
README.md
ADDED
@@ -0,0 +1,69 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
license: mit
|
3 |
+
base_model: VietAI/vit5-base
|
4 |
+
tags:
|
5 |
+
- generated_from_trainer
|
6 |
+
metrics:
|
7 |
+
- rouge
|
8 |
+
model-index:
|
9 |
+
- name: mymodel_base_10k_sample_2e5_v2
|
10 |
+
results: []
|
11 |
+
---
|
12 |
+
|
13 |
+
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
14 |
+
should probably proofread and complete it, then remove this comment. -->
|
15 |
+
|
16 |
+
# mymodel_base_10k_sample_2e5_v2
|
17 |
+
|
18 |
+
This model is a fine-tuned version of [VietAI/vit5-base](https://huggingface.co/VietAI/vit5-base) on an unknown dataset.
|
19 |
+
It achieves the following results on the evaluation set:
|
20 |
+
- Loss: 1.8988
|
21 |
+
- Rouge1: 0.5793
|
22 |
+
- Rouge2: 0.2711
|
23 |
+
- Rougel: 0.3756
|
24 |
+
- Rougelsum: 0.3756
|
25 |
+
- Gen Len: 39.782
|
26 |
+
|
27 |
+
## Model description
|
28 |
+
|
29 |
+
More information needed
|
30 |
+
|
31 |
+
## Intended uses & limitations
|
32 |
+
|
33 |
+
More information needed
|
34 |
+
|
35 |
+
## Training and evaluation data
|
36 |
+
|
37 |
+
More information needed
|
38 |
+
|
39 |
+
## Training procedure
|
40 |
+
|
41 |
+
### Training hyperparameters
|
42 |
+
|
43 |
+
The following hyperparameters were used during training:
|
44 |
+
- learning_rate: 2e-05
|
45 |
+
- train_batch_size: 4
|
46 |
+
- eval_batch_size: 4
|
47 |
+
- seed: 42
|
48 |
+
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
49 |
+
- lr_scheduler_type: linear
|
50 |
+
- num_epochs: 5
|
51 |
+
- mixed_precision_training: Native AMP
|
52 |
+
|
53 |
+
### Training results
|
54 |
+
|
55 |
+
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
|
56 |
+
|:-------------:|:-----:|:-----:|:---------------:|:------:|:------:|:------:|:---------:|:-------:|
|
57 |
+
| 1.9788 | 1.0 | 2000 | 1.8380 | 0.5644 | 0.2515 | 0.3604 | 0.3603 | 42.489 |
|
58 |
+
| 1.7232 | 2.0 | 4000 | 1.8040 | 0.5665 | 0.2592 | 0.3675 | 0.3674 | 39.2215 |
|
59 |
+
| 1.5036 | 3.0 | 6000 | 1.8337 | 0.5682 | 0.26 | 0.3674 | 0.3674 | 38.9015 |
|
60 |
+
| 1.3468 | 4.0 | 8000 | 1.8675 | 0.5728 | 0.2664 | 0.3706 | 0.3707 | 38.9095 |
|
61 |
+
| 1.2546 | 5.0 | 10000 | 1.8988 | 0.5793 | 0.2711 | 0.3756 | 0.3756 | 39.782 |
|
62 |
+
|
63 |
+
|
64 |
+
### Framework versions
|
65 |
+
|
66 |
+
- Transformers 4.36.0.dev0
|
67 |
+
- Pytorch 2.1.0+cu118
|
68 |
+
- Datasets 2.15.0
|
69 |
+
- Tokenizers 0.15.0
|
generation_config.json
ADDED
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"decoder_start_token_id": 0,
|
3 |
+
"eos_token_id": 1,
|
4 |
+
"max_length": 256,
|
5 |
+
"pad_token_id": 0,
|
6 |
+
"transformers_version": "4.36.0.dev0"
|
7 |
+
}
|
runs/Dec11_03-17-09_fe94618ef483/events.out.tfevents.1702264629.fe94618ef483.1425.0
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 sha256:37803d8178c7f67b59ed615f0b0df7c6ee5fb8648caeb96829768aaed9f2a609
|
3 |
+
size 10792
|