Update README.md
Browse filesUpdated README.md after finetuning on QQPD for 3 epochs.
README.md
CHANGED
@@ -14,16 +14,12 @@ should probably proofread and complete it, then remove this comment. -->
|
|
14 |
|
15 |
# xlnet-base-cased-finetuned-qqp
|
16 |
|
17 |
-
This model is a fine-tuned version of [xlnet-base-cased](https://huggingface.co/xlnet-base-cased) on the glue dataset.
|
18 |
It achieves the following results on the evaluation set:
|
19 |
-
- eval_loss: 0.
|
20 |
-
- eval_accuracy: 0.
|
21 |
-
- eval_f1: 0.
|
22 |
-
-
|
23 |
-
- eval_samples_per_second: 99.516
|
24 |
-
- eval_steps_per_second: 6.22
|
25 |
-
- epoch: 0.05
|
26 |
-
- step: 1237
|
27 |
|
28 |
## Model description
|
29 |
|
@@ -45,10 +41,10 @@ The following hyperparameters were used during training:
|
|
45 |
- learning_rate: 2e-05
|
46 |
- train_batch_size: 16
|
47 |
- eval_batch_size: 16
|
48 |
-
-
|
49 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
50 |
- lr_scheduler_type: linear
|
51 |
-
- num_epochs:
|
52 |
|
53 |
### Framework versions
|
54 |
|
|
|
14 |
|
15 |
# xlnet-base-cased-finetuned-qqp
|
16 |
|
17 |
+
This model is a fine-tuned version of [xlnet-base-cased](https://huggingface.co/xlnet-base-cased) on the qqp dataset (part of glue dataset).
|
18 |
It achieves the following results on the evaluation set:
|
19 |
+
- eval_loss: 0.27
|
20 |
+
- eval_accuracy: 0.9087
|
21 |
+
- eval_f1: 0.899
|
22 |
+
- epoch: 3
|
|
|
|
|
|
|
|
|
23 |
|
24 |
## Model description
|
25 |
|
|
|
41 |
- learning_rate: 2e-05
|
42 |
- train_batch_size: 16
|
43 |
- eval_batch_size: 16
|
44 |
+
- weight_decay: 0.01
|
45 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
46 |
- lr_scheduler_type: linear
|
47 |
+
- num_epochs: 3
|
48 |
|
49 |
### Framework versions
|
50 |
|