Shresthadev403
commited on
Commit
·
bf15c68
1
Parent(s):
776e1f5
End of training
Browse files- README.md +4 -13
- logs/events.out.tfevents.1702224308.a2c88cfea1e4.588.3 +2 -2
- logs/events.out.tfevents.1702224578.a2c88cfea1e4.588.4 +3 -0
- model.safetensors +1 -1
- trainer_state.json +13 -111
- training_args.bin +1 -1
README.md
CHANGED
@@ -14,8 +14,6 @@ should probably proofread and complete it, then remove this comment. -->
|
|
14 |
# bert-base-banking77-pt2
|
15 |
|
16 |
This model is a fine-tuned version of [gpt2](https://huggingface.co/gpt2) on an unknown dataset.
|
17 |
-
It achieves the following results on the evaluation set:
|
18 |
-
- Loss: 1.7084
|
19 |
|
20 |
## Model description
|
21 |
|
@@ -35,24 +33,17 @@ More information needed
|
|
35 |
|
36 |
The following hyperparameters were used during training:
|
37 |
- learning_rate: 5e-05
|
38 |
-
- train_batch_size:
|
39 |
-
- eval_batch_size:
|
40 |
- seed: 42
|
|
|
|
|
41 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
42 |
- lr_scheduler_type: linear
|
43 |
- num_epochs: 7
|
44 |
|
45 |
### Training results
|
46 |
|
47 |
-
| Training Loss | Epoch | Step | Validation Loss |
|
48 |
-
|:-------------:|:-----:|:----:|:---------------:|
|
49 |
-
| 16.994 | 1.0 | 10 | 4.2000 |
|
50 |
-
| 3.8266 | 2.0 | 20 | 3.1920 |
|
51 |
-
| 3.0646 | 3.0 | 30 | 2.2112 |
|
52 |
-
| 2.3667 | 4.0 | 40 | 1.9768 |
|
53 |
-
| 2.0815 | 5.0 | 50 | 1.8096 |
|
54 |
-
| 1.9727 | 6.0 | 60 | 1.7462 |
|
55 |
-
| 1.8305 | 7.0 | 70 | 1.7084 |
|
56 |
|
57 |
|
58 |
### Framework versions
|
|
|
14 |
# bert-base-banking77-pt2
|
15 |
|
16 |
This model is a fine-tuned version of [gpt2](https://huggingface.co/gpt2) on an unknown dataset.
|
|
|
|
|
17 |
|
18 |
## Model description
|
19 |
|
|
|
33 |
|
34 |
The following hyperparameters were used during training:
|
35 |
- learning_rate: 5e-05
|
36 |
+
- train_batch_size: 32
|
37 |
+
- eval_batch_size: 32
|
38 |
- seed: 42
|
39 |
+
- gradient_accumulation_steps: 20
|
40 |
+
- total_train_batch_size: 640
|
41 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
42 |
- lr_scheduler_type: linear
|
43 |
- num_epochs: 7
|
44 |
|
45 |
### Training results
|
46 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
47 |
|
48 |
|
49 |
### Framework versions
|
logs/events.out.tfevents.1702224308.a2c88cfea1e4.588.3
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 sha256:1dbe5dcff01b4fc9abfd8ce67e62c005d3562f64b797cda1e32abca33554c47b
|
3 |
+
size 6288
|
logs/events.out.tfevents.1702224578.a2c88cfea1e4.588.4
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:597d92f5bc0ad1cc956dd20900424d45d5c6b6870be86287e923f511d85e1567
|
3 |
+
size 4803
|
model.safetensors
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 497814144
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:fbdf21c65e42ecf425af13ee6cb1bc584fb68ab844200b542e0174b7ee5e4cb4
|
3 |
size 497814144
|
trainer_state.json
CHANGED
@@ -1,126 +1,28 @@
|
|
1 |
{
|
2 |
-
"best_metric":
|
3 |
-
"best_model_checkpoint":
|
4 |
-
"epoch":
|
5 |
"eval_steps": 10,
|
6 |
-
"global_step":
|
7 |
"is_hyper_param_search": false,
|
8 |
"is_local_process_zero": true,
|
9 |
"is_world_process_zero": true,
|
10 |
"log_history": [
|
11 |
{
|
12 |
-
"epoch":
|
13 |
-
"
|
14 |
-
"
|
15 |
-
"
|
16 |
-
|
17 |
-
|
18 |
-
"
|
19 |
-
"eval_loss": 4.199960231781006,
|
20 |
-
"eval_runtime": 0.1251,
|
21 |
-
"eval_samples_per_second": 79.92,
|
22 |
-
"eval_steps_per_second": 15.984,
|
23 |
-
"step": 10
|
24 |
-
},
|
25 |
-
{
|
26 |
-
"epoch": 2.0,
|
27 |
-
"learning_rate": 3.571428571428572e-05,
|
28 |
-
"loss": 3.8266,
|
29 |
-
"step": 20
|
30 |
-
},
|
31 |
-
{
|
32 |
-
"epoch": 2.0,
|
33 |
-
"eval_loss": 3.1919631958007812,
|
34 |
-
"eval_runtime": 0.1628,
|
35 |
-
"eval_samples_per_second": 61.412,
|
36 |
-
"eval_steps_per_second": 12.282,
|
37 |
-
"step": 20
|
38 |
-
},
|
39 |
-
{
|
40 |
-
"epoch": 3.0,
|
41 |
-
"learning_rate": 2.857142857142857e-05,
|
42 |
-
"loss": 3.0646,
|
43 |
-
"step": 30
|
44 |
-
},
|
45 |
-
{
|
46 |
-
"epoch": 3.0,
|
47 |
-
"eval_loss": 2.2111892700195312,
|
48 |
-
"eval_runtime": 0.1271,
|
49 |
-
"eval_samples_per_second": 78.703,
|
50 |
-
"eval_steps_per_second": 15.741,
|
51 |
-
"step": 30
|
52 |
-
},
|
53 |
-
{
|
54 |
-
"epoch": 4.0,
|
55 |
-
"learning_rate": 2.1428571428571428e-05,
|
56 |
-
"loss": 2.3667,
|
57 |
-
"step": 40
|
58 |
-
},
|
59 |
-
{
|
60 |
-
"epoch": 4.0,
|
61 |
-
"eval_loss": 1.9768412113189697,
|
62 |
-
"eval_runtime": 0.1291,
|
63 |
-
"eval_samples_per_second": 77.443,
|
64 |
-
"eval_steps_per_second": 15.489,
|
65 |
-
"step": 40
|
66 |
-
},
|
67 |
-
{
|
68 |
-
"epoch": 5.0,
|
69 |
-
"learning_rate": 1.4285714285714285e-05,
|
70 |
-
"loss": 2.0815,
|
71 |
-
"step": 50
|
72 |
-
},
|
73 |
-
{
|
74 |
-
"epoch": 5.0,
|
75 |
-
"eval_loss": 1.8095529079437256,
|
76 |
-
"eval_runtime": 0.1244,
|
77 |
-
"eval_samples_per_second": 80.397,
|
78 |
-
"eval_steps_per_second": 16.079,
|
79 |
-
"step": 50
|
80 |
-
},
|
81 |
-
{
|
82 |
-
"epoch": 6.0,
|
83 |
-
"learning_rate": 7.142857142857143e-06,
|
84 |
-
"loss": 1.9727,
|
85 |
-
"step": 60
|
86 |
-
},
|
87 |
-
{
|
88 |
-
"epoch": 6.0,
|
89 |
-
"eval_loss": 1.7462323904037476,
|
90 |
-
"eval_runtime": 0.1467,
|
91 |
-
"eval_samples_per_second": 68.173,
|
92 |
-
"eval_steps_per_second": 13.635,
|
93 |
-
"step": 60
|
94 |
-
},
|
95 |
-
{
|
96 |
-
"epoch": 7.0,
|
97 |
-
"learning_rate": 0.0,
|
98 |
-
"loss": 1.8305,
|
99 |
-
"step": 70
|
100 |
-
},
|
101 |
-
{
|
102 |
-
"epoch": 7.0,
|
103 |
-
"eval_loss": 1.7083709239959717,
|
104 |
-
"eval_runtime": 0.1559,
|
105 |
-
"eval_samples_per_second": 64.127,
|
106 |
-
"eval_steps_per_second": 12.825,
|
107 |
-
"step": 70
|
108 |
-
},
|
109 |
-
{
|
110 |
-
"epoch": 7.0,
|
111 |
-
"step": 70,
|
112 |
-
"total_flos": 4572610560000.0,
|
113 |
-
"train_loss": 4.5909277507237025,
|
114 |
-
"train_runtime": 92.0015,
|
115 |
-
"train_samples_per_second": 0.761,
|
116 |
-
"train_steps_per_second": 0.761
|
117 |
}
|
118 |
],
|
119 |
"logging_steps": 10,
|
120 |
-
"max_steps":
|
121 |
"num_train_epochs": 7,
|
122 |
"save_steps": 10,
|
123 |
-
"total_flos":
|
124 |
"trial_name": null,
|
125 |
"trial_params": null
|
126 |
}
|
|
|
1 |
{
|
2 |
+
"best_metric": null,
|
3 |
+
"best_model_checkpoint": null,
|
4 |
+
"epoch": 4.375,
|
5 |
"eval_steps": 10,
|
6 |
+
"global_step": 7,
|
7 |
"is_hyper_param_search": false,
|
8 |
"is_local_process_zero": true,
|
9 |
"is_world_process_zero": true,
|
10 |
"log_history": [
|
11 |
{
|
12 |
+
"epoch": 4.38,
|
13 |
+
"step": 7,
|
14 |
+
"total_flos": 286376067072000.0,
|
15 |
+
"train_loss": 23.388562883649552,
|
16 |
+
"train_runtime": 165.8541,
|
17 |
+
"train_samples_per_second": 42.206,
|
18 |
+
"train_steps_per_second": 0.042
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
19 |
}
|
20 |
],
|
21 |
"logging_steps": 10,
|
22 |
+
"max_steps": 7,
|
23 |
"num_train_epochs": 7,
|
24 |
"save_steps": 10,
|
25 |
+
"total_flos": 286376067072000.0,
|
26 |
"trial_name": null,
|
27 |
"trial_params": null
|
28 |
}
|
training_args.bin
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 4600
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:3120a79b950bf9a79bef5fab066d940b2c8afce2622e34f82e0c5edb68126598
|
3 |
size 4600
|