Commit
•
13e5ddd
1
Parent(s):
ad77e6d
update model card README.md
Browse files
README.md
CHANGED
|
@@ -2,24 +2,9 @@
|
|
| 2 |
license: mit
|
| 3 |
tags:
|
| 4 |
- generated_from_trainer
|
| 5 |
-
datasets:
|
| 6 |
-
- amazon_reviews_multi
|
| 7 |
-
metrics:
|
| 8 |
-
- accuracy
|
| 9 |
model-index:
|
| 10 |
- name: deberta_amazon_reviews_v1
|
| 11 |
-
results:
|
| 12 |
-
- task:
|
| 13 |
-
name: Text Classification
|
| 14 |
-
type: text-classification
|
| 15 |
-
dataset:
|
| 16 |
-
name: amazon_reviews_multi
|
| 17 |
-
type: amazon_reviews_multi
|
| 18 |
-
args: en
|
| 19 |
-
metrics:
|
| 20 |
-
- name: Accuracy
|
| 21 |
-
type: accuracy
|
| 22 |
-
value: 0.6184
|
| 23 |
---
|
| 24 |
|
| 25 |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
|
@@ -27,10 +12,7 @@ should probably proofread and complete it, then remove this comment. -->
|
|
| 27 |
|
| 28 |
# deberta_amazon_reviews_v1
|
| 29 |
|
| 30 |
-
This model is a fine-tuned version of [
|
| 31 |
-
It achieves the following results on the evaluation set:
|
| 32 |
-
- Loss: 0.9076
|
| 33 |
-
- Accuracy: 0.6184
|
| 34 |
|
| 35 |
## Model description
|
| 36 |
|
|
@@ -58,22 +40,6 @@ The following hyperparameters were used during training:
|
|
| 58 |
- lr_scheduler_warmup_steps: 200
|
| 59 |
- num_epochs: 2
|
| 60 |
|
| 61 |
-
### Training results
|
| 62 |
-
|
| 63 |
-
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|
| 64 |
-
|:-------------:|:-----:|:-----:|:---------------:|:--------:|
|
| 65 |
-
| 0.9312 | 0.2 | 5000 | 0.9796 | 0.5856 |
|
| 66 |
-
| 0.9316 | 0.4 | 10000 | 0.9336 | 0.5974 |
|
| 67 |
-
| 0.9076 | 0.6 | 15000 | 0.9171 | 0.6026 |
|
| 68 |
-
| 0.9024 | 0.8 | 20000 | 0.9194 | 0.6046 |
|
| 69 |
-
| 0.8794 | 1.0 | 25000 | 0.9109 | 0.6084 |
|
| 70 |
-
| 0.8067 | 1.2 | 30000 | 0.9339 | 0.6092 |
|
| 71 |
-
| 0.8268 | 1.4 | 35000 | 0.9073 | 0.6162 |
|
| 72 |
-
| 0.8205 | 1.6 | 40000 | 0.9042 | 0.6158 |
|
| 73 |
-
| 0.795 | 1.8 | 45000 | 0.9189 | 0.6168 |
|
| 74 |
-
| 0.7836 | 2.0 | 50000 | 0.9076 | 0.6184 |
|
| 75 |
-
|
| 76 |
-
|
| 77 |
### Framework versions
|
| 78 |
|
| 79 |
- Transformers 4.17.0
|
| 2 |
license: mit
|
| 3 |
tags:
|
| 4 |
- generated_from_trainer
|
|
|
|
|
|
|
|
|
|
|
|
|
| 5 |
model-index:
|
| 6 |
- name: deberta_amazon_reviews_v1
|
| 7 |
+
results: []
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 8 |
---
|
| 9 |
|
| 10 |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
| 12 |
|
| 13 |
# deberta_amazon_reviews_v1
|
| 14 |
|
| 15 |
+
This model is a fine-tuned version of [patrickvonplaten/deberta_v3_amazon_reviews](https://huggingface.co/patrickvonplaten/deberta_v3_amazon_reviews) on an unknown dataset.
|
|
|
|
|
|
|
|
|
|
| 16 |
|
| 17 |
## Model description
|
| 18 |
|
| 40 |
- lr_scheduler_warmup_steps: 200
|
| 41 |
- num_epochs: 2
|
| 42 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 43 |
### Framework versions
|
| 44 |
|
| 45 |
- Transformers 4.17.0
|