Hugging Face's logo

AnonymousCS
/
populism_classifier_216

Text Classification
Transformers
Safetensors
xlm-roberta
Generated from Trainer
text-embeddings-inference
Model card Files
xet
Community
AnonymousCS commited on
Commit
2d7bc6b
·
verified ·
1 Parent(s): 5e47922

End of training

Browse files
Files changed (4) hide show
  1. README.md +10 -10
  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: 0.6814
22
  - Accuracy: 0.9226
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
@@ -55,12 +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
- | 0.7449 | 1.0 | 22 | 0.6885 | 0.9226 | 0.0 | 0.0 | 0.0 | 0.5 |
59
- | 0.6905 | 2.0 | 44 | 0.6830 | 0.9226 | 0.0 | 0.0 | 0.0 | 0.5 |
60
- | 0.6996 | 3.0 | 66 | 0.6814 | 0.9226 | 0.0 | 0.0 | 0.0 | 0.5 |
61
- | 0.6727 | 4.0 | 88 | 0.6814 | 0.9226 | 0.0 | 0.0 | 0.0 | 0.5 |
62
- | 0.6704 | 5.0 | 110 | 0.6815 | 0.9226 | 0.0 | 0.0 | 0.0 | 0.5 |
63
- | 0.6585 | 6.0 | 132 | 0.6814 | 0.9226 | 0.0 | 0.0 | 0.0 | 0.5 |
64
 
65
 
66
  ### 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: 0.2828
22
  - Accuracy: 0.9226
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
+ | 0.046 | 1.0 | 88 | 0.3060 | 0.9226 | 0.0 | 0.0 | 0.0 | 0.5 |
59
+ | 0.1665 | 2.0 | 176 | 0.2854 | 0.9226 | 0.0 | 0.0 | 0.0 | 0.5 |
60
+ | 0.4023 | 3.0 | 264 | 0.2825 | 0.9226 | 0.0 | 0.0 | 0.0 | 0.5 |
61
+ | 0.0299 | 4.0 | 352 | 0.3236 | 0.9226 | 0.0 | 0.0 | 0.0 | 0.5 |
62
+ | 0.144 | 5.0 | 440 | 0.2846 | 0.9226 | 0.0 | 0.0 | 0.0 | 0.5 |
63
+ | 0.3752 | 6.0 | 528 | 0.2828 | 0.9226 | 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:b56712659216afc27d9a9c3c5f2d03362833fa4fdece68d756c25e50d4401fbd
3
  size 2239618672
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:50e2e7baf6db8b3bc5fc66c62f92fe34549672d954e5c2ec100a8765eacdf524
3
  size 2239618672
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:4001e7e140380619059769ae8ea863094b88bd59f3cce7184cf1aefcabf39989
3
  size 5432
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:79a6af7a94fbbec110c0385edf176a8e558fed563ce454dbed99ee502e1ec143
3
  size 5432