Commit
•
fe3af6d
1
Parent(s):
493c0c1
End of training
Browse files- README.md +79 -0
- model.safetensors +1 -1
README.md
ADDED
|
@@ -0,0 +1,79 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
license: mit
|
| 3 |
+
base_model: FacebookAI/roberta-base
|
| 4 |
+
tags:
|
| 5 |
+
- generated_from_trainer
|
| 6 |
+
metrics:
|
| 7 |
+
- accuracy
|
| 8 |
+
model-index:
|
| 9 |
+
- name: roberta-base-clickbait-task1-20-epoch-post_title
|
| 10 |
+
results: []
|
| 11 |
+
---
|
| 12 |
+
|
| 13 |
+
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
| 14 |
+
should probably proofread and complete it, then remove this comment. -->
|
| 15 |
+
|
| 16 |
+
# roberta-base-clickbait-task1-20-epoch-post_title
|
| 17 |
+
|
| 18 |
+
This model is a fine-tuned version of [FacebookAI/roberta-base](https://huggingface.co/FacebookAI/roberta-base) on an unknown dataset.
|
| 19 |
+
It achieves the following results on the evaluation set:
|
| 20 |
+
- Loss: 2.5980
|
| 21 |
+
- Accuracy: 0.705
|
| 22 |
+
|
| 23 |
+
## Model description
|
| 24 |
+
|
| 25 |
+
More information needed
|
| 26 |
+
|
| 27 |
+
## Intended uses & limitations
|
| 28 |
+
|
| 29 |
+
More information needed
|
| 30 |
+
|
| 31 |
+
## Training and evaluation data
|
| 32 |
+
|
| 33 |
+
More information needed
|
| 34 |
+
|
| 35 |
+
## Training procedure
|
| 36 |
+
|
| 37 |
+
### Training hyperparameters
|
| 38 |
+
|
| 39 |
+
The following hyperparameters were used during training:
|
| 40 |
+
- learning_rate: 2e-05
|
| 41 |
+
- train_batch_size: 16
|
| 42 |
+
- eval_batch_size: 16
|
| 43 |
+
- seed: 42
|
| 44 |
+
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
| 45 |
+
- lr_scheduler_type: linear
|
| 46 |
+
- num_epochs: 20
|
| 47 |
+
|
| 48 |
+
### Training results
|
| 49 |
+
|
| 50 |
+
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|
| 51 |
+
|:-------------:|:-----:|:----:|:---------------:|:--------:|
|
| 52 |
+
| No log | 1.0 | 200 | 0.7472 | 0.7 |
|
| 53 |
+
| No log | 2.0 | 400 | 0.7596 | 0.685 |
|
| 54 |
+
| 0.7443 | 3.0 | 600 | 0.7719 | 0.7275 |
|
| 55 |
+
| 0.7443 | 4.0 | 800 | 0.9436 | 0.7125 |
|
| 56 |
+
| 0.31 | 5.0 | 1000 | 1.0868 | 0.71 |
|
| 57 |
+
| 0.31 | 6.0 | 1200 | 1.5539 | 0.715 |
|
| 58 |
+
| 0.31 | 7.0 | 1400 | 1.9772 | 0.67 |
|
| 59 |
+
| 0.0987 | 8.0 | 1600 | 1.9892 | 0.7 |
|
| 60 |
+
| 0.0987 | 9.0 | 1800 | 2.1162 | 0.7 |
|
| 61 |
+
| 0.0445 | 10.0 | 2000 | 2.1434 | 0.7225 |
|
| 62 |
+
| 0.0445 | 11.0 | 2200 | 2.2596 | 0.7075 |
|
| 63 |
+
| 0.0445 | 12.0 | 2400 | 2.3839 | 0.705 |
|
| 64 |
+
| 0.0181 | 13.0 | 2600 | 2.4400 | 0.7025 |
|
| 65 |
+
| 0.0181 | 14.0 | 2800 | 2.4389 | 0.7075 |
|
| 66 |
+
| 0.0122 | 15.0 | 3000 | 2.5178 | 0.71 |
|
| 67 |
+
| 0.0122 | 16.0 | 3200 | 2.5055 | 0.7075 |
|
| 68 |
+
| 0.0122 | 17.0 | 3400 | 2.5805 | 0.7 |
|
| 69 |
+
| 0.0074 | 18.0 | 3600 | 2.5856 | 0.7075 |
|
| 70 |
+
| 0.0074 | 19.0 | 3800 | 2.5949 | 0.705 |
|
| 71 |
+
| 0.0052 | 20.0 | 4000 | 2.5980 | 0.705 |
|
| 72 |
+
|
| 73 |
+
|
| 74 |
+
### Framework versions
|
| 75 |
+
|
| 76 |
+
- Transformers 4.44.0.dev0
|
| 77 |
+
- Pytorch 2.4.0+cu121
|
| 78 |
+
- Datasets 2.20.0
|
| 79 |
+
- Tokenizers 0.19.1
|
model.safetensors
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 498615900
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:37c3069bf9de4490639d65749492087de10944dc0187d26508cea57371c0939f
|
| 3 |
size 498615900
|