Commit
·
4c5e2ee
1
Parent(s):
60ab6c9
Model save
Browse files- README.md +19 -5
- generation_config.json +0 -1
README.md
CHANGED
@@ -3,6 +3,8 @@ license: apache-2.0
|
|
3 |
base_model: google/flan-t5-small
|
4 |
tags:
|
5 |
- generated_from_trainer
|
|
|
|
|
6 |
model-index:
|
7 |
- name: trained_model
|
8 |
results: []
|
@@ -14,6 +16,13 @@ should probably proofread and complete it, then remove this comment. -->
|
|
14 |
# trained_model
|
15 |
|
16 |
This model is a fine-tuned version of [google/flan-t5-small](https://huggingface.co/google/flan-t5-small) on an unknown dataset.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
17 |
|
18 |
## Model description
|
19 |
|
@@ -32,17 +41,22 @@ More information needed
|
|
32 |
### Training hyperparameters
|
33 |
|
34 |
The following hyperparameters were used during training:
|
35 |
-
- learning_rate:
|
36 |
-
- train_batch_size:
|
37 |
-
- eval_batch_size:
|
38 |
- seed: 42
|
39 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
40 |
- lr_scheduler_type: linear
|
41 |
-
-
|
42 |
-
- num_epochs: 3.0
|
43 |
|
44 |
### Training results
|
45 |
|
|
|
|
|
|
|
|
|
|
|
|
|
46 |
|
47 |
|
48 |
### Framework versions
|
|
|
3 |
base_model: google/flan-t5-small
|
4 |
tags:
|
5 |
- generated_from_trainer
|
6 |
+
metrics:
|
7 |
+
- rouge
|
8 |
model-index:
|
9 |
- name: trained_model
|
10 |
results: []
|
|
|
16 |
# trained_model
|
17 |
|
18 |
This model is a fine-tuned version of [google/flan-t5-small](https://huggingface.co/google/flan-t5-small) on an unknown dataset.
|
19 |
+
It achieves the following results on the evaluation set:
|
20 |
+
- Loss: nan
|
21 |
+
- Rouge1: 0.0259
|
22 |
+
- Rouge2: 0.0047
|
23 |
+
- Rougel: 0.0256
|
24 |
+
- Rougelsum: 0.0255
|
25 |
+
- Gen Len: 17.1436
|
26 |
|
27 |
## Model description
|
28 |
|
|
|
41 |
### Training hyperparameters
|
42 |
|
43 |
The following hyperparameters were used during training:
|
44 |
+
- learning_rate: 2e-05
|
45 |
+
- train_batch_size: 16
|
46 |
+
- eval_batch_size: 16
|
47 |
- seed: 42
|
48 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
49 |
- lr_scheduler_type: linear
|
50 |
+
- num_epochs: 4
|
|
|
51 |
|
52 |
### Training results
|
53 |
|
54 |
+
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
|
55 |
+
|:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|:-------:|
|
56 |
+
| No log | 1.0 | 252 | nan | 0.0259 | 0.0047 | 0.0256 | 0.0255 | 17.1436 |
|
57 |
+
| 0.0 | 2.0 | 504 | nan | 0.0259 | 0.0047 | 0.0256 | 0.0255 | 17.1436 |
|
58 |
+
| 0.0 | 3.0 | 756 | nan | 0.0259 | 0.0047 | 0.0256 | 0.0255 | 17.1436 |
|
59 |
+
| 0.0 | 4.0 | 1008 | nan | 0.0259 | 0.0047 | 0.0256 | 0.0255 | 17.1436 |
|
60 |
|
61 |
|
62 |
### Framework versions
|
generation_config.json
CHANGED
@@ -1,5 +1,4 @@
|
|
1 |
{
|
2 |
-
"_from_model_config": true,
|
3 |
"decoder_start_token_id": 0,
|
4 |
"eos_token_id": 1,
|
5 |
"pad_token_id": 0,
|
|
|
1 |
{
|
|
|
2 |
"decoder_start_token_id": 0,
|
3 |
"eos_token_id": 1,
|
4 |
"pad_token_id": 0,
|