Hugging Face's logo

AnonymousCS
/
populism_classifier_213

Text Classification
Transformers
Safetensors
xlm-roberta
Generated from Trainer
text-embeddings-inference
Model card Files
xet
Community
AnonymousCS commited on
Commit
e16c3db
·
verified ·
1 Parent(s): 0165828

End of training

Browse files
Files changed (4) hide show
  1. README.md +10 -8
  2. config.json +3 -3
  3. model.safetensors +1 -1
  4. training_args.bin +1 -1
README.md CHANGED
@@ -18,7 +18,7 @@ should probably proofread and complete it, then remove this comment. -->
18
 
19
  This model is a fine-tuned version of [AnonymousCS/populism_xlmr_large](https://huggingface.co/AnonymousCS/populism_xlmr_large) on the None dataset.
20
  It achieves the following results on the evaluation set:
21
- - Loss: 0.6325
22
  - Accuracy: 0.9441
23
  - 1-f1: 0.0
24
  - 1-recall: 0.0
@@ -42,9 +42,9 @@ More information needed
42
  ### Training hyperparameters
43
 
44
  The following hyperparameters were used during training:
45
- - learning_rate: 1e-05
46
- - train_batch_size: 64
47
- - eval_batch_size: 64
48
  - seed: 42
49
  - optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
50
  - lr_scheduler_type: linear
@@ -55,10 +55,12 @@ The following hyperparameters were used during training:
55
 
56
  | Training Loss | Epoch | Step | Validation Loss | Accuracy | 1-f1 | 1-recall | 1-precision | Balanced Acc |
57
  |:-------------:|:-----:|:----:|:---------------:|:--------:|:----:|:--------:|:-----------:|:------------:|
58
- | 0.6782 | 1.0 | 27 | 0.6405 | 0.9441 | 0.0 | 0.0 | 0.0 | 0.5 |
59
- | 0.6237 | 2.0 | 54 | 0.6321 | 0.9441 | 0.0 | 0.0 | 0.0 | 0.5 |
60
- | 0.6751 | 3.0 | 81 | 0.6323 | 0.9441 | 0.0 | 0.0 | 0.0 | 0.5 |
61
- | 0.6259 | 4.0 | 108 | 0.6325 | 0.9441 | 0.0 | 0.0 | 0.0 | 0.5 |
 
 
62
 
63
 
64
  ### Framework versions
 
18
 
19
  This model is a fine-tuned version of [AnonymousCS/populism_xlmr_large](https://huggingface.co/AnonymousCS/populism_xlmr_large) on the None dataset.
20
  It achieves the following results on the evaluation set:
21
+ - Loss: 0.2244
22
  - Accuracy: 0.9441
23
  - 1-f1: 0.0
24
  - 1-recall: 0.0
 
42
  ### Training hyperparameters
43
 
44
  The following hyperparameters were used during training:
45
+ - learning_rate: 3e-05
46
+ - train_batch_size: 16
47
+ - eval_batch_size: 16
48
  - seed: 42
49
  - optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
50
  - lr_scheduler_type: linear
 
55
 
56
  | Training Loss | Epoch | Step | Validation Loss | Accuracy | 1-f1 | 1-recall | 1-precision | Balanced Acc |
57
  |:-------------:|:-----:|:----:|:---------------:|:--------:|:----:|:--------:|:-----------:|:------------:|
58
+ | 0.0622 | 1.0 | 108 | 0.2190 | 0.9441 | 0.0 | 0.0 | 0.0 | 0.5 |
59
+ | 0.2087 | 2.0 | 216 | 0.2302 | 0.9441 | 0.0 | 0.0 | 0.0 | 0.5 |
60
+ | 0.1758 | 3.0 | 324 | 0.2159 | 0.9441 | 0.0 | 0.0 | 0.0 | 0.5 |
61
+ | 0.1383 | 4.0 | 432 | 0.2495 | 0.9441 | 0.0 | 0.0 | 0.0 | 0.5 |
62
+ | 0.567 | 5.0 | 540 | 0.2384 | 0.9441 | 0.0 | 0.0 | 0.0 | 0.5 |
63
+ | 0.0451 | 6.0 | 648 | 0.2244 | 0.9441 | 0.0 | 0.0 | 0.0 | 0.5 |
64
 
65
 
66
  ### Framework versions
config.json CHANGED
@@ -3,12 +3,12 @@
3
  "architectures": [
4
  "XLMRobertaForSequenceClassification"
5
  ],
6
- "attention_probs_dropout_prob": 0.1,
7
  "bos_token_id": 0,
8
- "classifier_dropout": null,
9
  "eos_token_id": 2,
10
  "hidden_act": "gelu",
11
- "hidden_dropout_prob": 0.1,
12
  "hidden_size": 1024,
13
  "initializer_range": 0.02,
14
  "intermediate_size": 4096,
 
3
  "architectures": [
4
  "XLMRobertaForSequenceClassification"
5
  ],
6
+ "attention_probs_dropout_prob": 0.2,
7
  "bos_token_id": 0,
8
+ "classifier_dropout": 0.2,
9
  "eos_token_id": 2,
10
  "hidden_act": "gelu",
11
+ "hidden_dropout_prob": 0.2,
12
  "hidden_size": 1024,
13
  "initializer_range": 0.02,
14
  "intermediate_size": 4096,
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:da085408b7e110b75d7a46e7b99055d235c1166be34abbc54c019cbff73fbda2
3
  size 2239618672
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8306946bc515047f75927311458bf5571b957dd67584828c296de3f3cc459d11
3
  size 2239618672
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:a07a52b26bc030c8da5014d58805101e3d5a13f3ad3a4875907ea86fc75669b3
3
  size 5432
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4dbc7cba21d03c5c341c91f021996e1e051ae355f70d403e04de56f9bfaa2d67
3
  size 5432