Model save
Browse files
README.md
CHANGED
@@ -15,7 +15,7 @@ should probably proofread and complete it, then remove this comment. -->
|
|
15 |
|
16 |
This model is a fine-tuned version of [distilbert/distilgpt2](https://huggingface.co/distilbert/distilgpt2) on an unknown dataset.
|
17 |
It achieves the following results on the evaluation set:
|
18 |
-
- Loss:
|
19 |
|
20 |
## Model description
|
21 |
|
@@ -34,33 +34,38 @@ More information needed
|
|
34 |
### Training hyperparameters
|
35 |
|
36 |
The following hyperparameters were used during training:
|
37 |
-
- learning_rate:
|
38 |
- train_batch_size: 16
|
39 |
- eval_batch_size: 32
|
40 |
- seed: 42
|
41 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
42 |
- lr_scheduler_type: linear
|
43 |
- lr_scheduler_warmup_steps: 500
|
44 |
-
- num_epochs:
|
45 |
|
46 |
### Training results
|
47 |
|
48 |
| Training Loss | Epoch | Step | Validation Loss |
|
49 |
|:-------------:|:-----:|:-----:|:---------------:|
|
50 |
-
| 6.
|
51 |
-
| 5.
|
52 |
-
|
|
53 |
-
| 4.
|
54 |
-
| 4.
|
55 |
-
| 4.
|
56 |
-
| 4.
|
57 |
-
| 4.
|
58 |
-
| 4.
|
59 |
-
|
|
60 |
-
|
|
61 |
-
|
|
62 |
-
|
|
63 |
-
|
|
|
|
|
|
|
|
|
|
|
|
64 |
|
65 |
|
66 |
### Framework versions
|
|
|
15 |
|
16 |
This model is a fine-tuned version of [distilbert/distilgpt2](https://huggingface.co/distilbert/distilgpt2) on an unknown dataset.
|
17 |
It achieves the following results on the evaluation set:
|
18 |
+
- Loss: 3.8488
|
19 |
|
20 |
## Model description
|
21 |
|
|
|
34 |
### Training hyperparameters
|
35 |
|
36 |
The following hyperparameters were used during training:
|
37 |
+
- learning_rate: 0.0002
|
38 |
- train_batch_size: 16
|
39 |
- eval_batch_size: 32
|
40 |
- seed: 42
|
41 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
42 |
- lr_scheduler_type: linear
|
43 |
- lr_scheduler_warmup_steps: 500
|
44 |
+
- num_epochs: 4
|
45 |
|
46 |
### Training results
|
47 |
|
48 |
| Training Loss | Epoch | Step | Validation Loss |
|
49 |
|:-------------:|:-----:|:-----:|:---------------:|
|
50 |
+
| 6.2132 | 0.21 | 1000 | 5.2772 |
|
51 |
+
| 5.0485 | 0.42 | 2000 | 4.7982 |
|
52 |
+
| 4.7238 | 0.63 | 3000 | 4.5621 |
|
53 |
+
| 4.5529 | 0.84 | 4000 | 4.4206 |
|
54 |
+
| 4.4022 | 1.05 | 5000 | 4.3098 |
|
55 |
+
| 4.2349 | 1.26 | 6000 | 4.2299 |
|
56 |
+
| 4.1795 | 1.47 | 7000 | 4.1560 |
|
57 |
+
| 4.1286 | 1.68 | 8000 | 4.0875 |
|
58 |
+
| 4.0866 | 1.89 | 9000 | 4.0361 |
|
59 |
+
| 3.9584 | 2.1 | 10000 | 4.0204 |
|
60 |
+
| 3.8666 | 2.31 | 11000 | 3.9785 |
|
61 |
+
| 3.8471 | 2.52 | 12000 | 3.9498 |
|
62 |
+
| 3.8463 | 2.73 | 13000 | 3.9202 |
|
63 |
+
| 3.8116 | 2.94 | 14000 | 3.8936 |
|
64 |
+
| 3.697 | 3.15 | 15000 | 3.8964 |
|
65 |
+
| 3.6553 | 3.36 | 16000 | 3.8825 |
|
66 |
+
| 3.6525 | 3.56 | 17000 | 3.8660 |
|
67 |
+
| 3.6494 | 3.77 | 18000 | 3.8522 |
|
68 |
+
| 3.6542 | 3.98 | 19000 | 3.8488 |
|
69 |
|
70 |
|
71 |
### Framework versions
|
model.safetensors
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 327657928
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:3b60ed2827e34ad999716fe7186404150b5c3bb7366d8bc0a203304919acbca1
|
3 |
size 327657928
|
runs/Mar25_10-08-58_gweltaz-NUC10i7FNK/events.out.tfevents.1711357745.gweltaz-NUC10i7FNK
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:23db59003b1f4d4c1567207a169e4e4cf50306af5130f2bb7a38d959a3c937a9
|
3 |
+
size 8679
|
runs/Mar30_12-51-25_gweltaz-NUC10i7FNK/events.out.tfevents.1711799493.gweltaz-NUC10i7FNK
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:a8af7aea697449d20f3b45fe73522971fdfe28a4b5a4d864ae35017794e07c7a
|
3 |
+
size 14437
|