End of training
Browse files- README.md +7 -7
- config.json +0 -1
- runs/Nov20_08-19-47_HAN/events.out.tfevents.1700439595.HAN.8728.6 +3 -0
- training_args.bin +1 -1
README.md
CHANGED
@@ -32,8 +32,8 @@ should probably proofread and complete it, then remove this comment. -->
|
|
32 |
|
33 |
This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the imdb dataset.
|
34 |
It achieves the following results on the evaluation set:
|
35 |
-
- Loss: 0.6732
|
36 |
- Accuracy: 0.9298
|
|
|
37 |
|
38 |
## Model description
|
39 |
|
@@ -68,12 +68,12 @@ The following hyperparameters were used during training:
|
|
68 |
| 0.0177 | 2.0 | 3126 | 0.9300 | 0.5305 |
|
69 |
| 0.0322 | 3.0 | 4689 | 0.9225 | 0.4810 |
|
70 |
| 0.0122 | 4.0 | 6252 | 0.9244 | 0.5850 |
|
71 |
-
| 0.0092 | 5.0 | 7815 | 0.
|
72 |
-
| 0.0064 | 6.0 | 9378 | 0.
|
73 |
-
| 0.0127 | 7.0 | 10941 | 0.
|
74 |
-
| 0.0035 | 8.0 | 12504 | 0.
|
75 |
-
| 0.0015 | 9.0 | 14067 | 0.
|
76 |
-
| 0.0004 | 10.0 | 15630 | 0.
|
77 |
|
78 |
|
79 |
### Framework versions
|
|
|
32 |
|
33 |
This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the imdb dataset.
|
34 |
It achieves the following results on the evaluation set:
|
|
|
35 |
- Accuracy: 0.9298
|
36 |
+
- Loss: 0.6732
|
37 |
|
38 |
## Model description
|
39 |
|
|
|
68 |
| 0.0177 | 2.0 | 3126 | 0.9300 | 0.5305 |
|
69 |
| 0.0322 | 3.0 | 4689 | 0.9225 | 0.4810 |
|
70 |
| 0.0122 | 4.0 | 6252 | 0.9244 | 0.5850 |
|
71 |
+
| 0.0092 | 5.0 | 7815 | 0.9282 | 0.5996 |
|
72 |
+
| 0.0064 | 6.0 | 9378 | 0.9305 | 0.5723 |
|
73 |
+
| 0.0127 | 7.0 | 10941 | 0.9283 | 0.6555 |
|
74 |
+
| 0.0035 | 8.0 | 12504 | 0.9300 | 0.6549 |
|
75 |
+
| 0.0015 | 9.0 | 14067 | 0.9288 | 0.6716 |
|
76 |
+
| 0.0004 | 10.0 | 15630 | 0.9298 | 0.6732 |
|
77 |
|
78 |
|
79 |
### Framework versions
|
config.json
CHANGED
@@ -22,7 +22,6 @@
|
|
22 |
"n_heads": 12,
|
23 |
"n_layers": 6,
|
24 |
"pad_token_id": 0,
|
25 |
-
"problem_type": "single_label_classification",
|
26 |
"qa_dropout": 0.1,
|
27 |
"seq_classif_dropout": 0.2,
|
28 |
"sinusoidal_pos_embds": false,
|
|
|
22 |
"n_heads": 12,
|
23 |
"n_layers": 6,
|
24 |
"pad_token_id": 0,
|
|
|
25 |
"qa_dropout": 0.1,
|
26 |
"seq_classif_dropout": 0.2,
|
27 |
"sinusoidal_pos_embds": false,
|
runs/Nov20_08-19-47_HAN/events.out.tfevents.1700439595.HAN.8728.6
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:8bff3b27babbeaf91d328b797b81393d6186dd09cbd9dd7025ca40fd29bda63f
|
3 |
+
size 4609
|
training_args.bin
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 4091
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:5c2d97f4822368453c27b0788b5af22cd6db8b9c137cc751ea7c49c95563cbca
|
3 |
size 4091
|