Hugging Face's logo

uvegesistvan
/
roberta_large_pl_25_sh

Text Classification
Transformers
Safetensors
xlm-roberta
text-embeddings-inference
Model card Files
xet
 Community
uvegesistvan commited on
Commit
ae7065d
·
verified ·
1 Parent(s): 467bb10

Upload folder using huggingface_hub

Browse files
Files changed (25) hide show
  1. .gitattributes +6 -0
  2. PL_augmented_100_train.xlsx +3 -0
  3. PL_augmented_100_validation.xlsx +0 -0
  4. PL_augmented_10_train.xlsx +3 -0
  5. PL_augmented_10_validation.xlsx +0 -0
  6. PL_augmented_25_train.xlsx +3 -0
  7. PL_augmented_25_validation.xlsx +0 -0
  8. PL_augmented_5_train.xlsx +3 -0
  9. PL_augmented_5_validation.xlsx +0 -0
  10. XLM-RoBERTa_large_Plain_predictions.xlsx +0 -0
  11. checkpoint-1088/config.json +28 -0
  12. checkpoint-1088/model.safetensors +3 -0
  13. checkpoint-1088/optimizer.pt +3 -0
  14. checkpoint-1088/rng_state.pth +3 -0
  15. checkpoint-1088/scheduler.pt +3 -0
  16. checkpoint-1088/trainer_state.json +81 -0
  17. checkpoint-1088/training_args.bin +3 -0
  18. config.json +28 -0
  19. model.safetensors +3 -0
  20. test.xlsx +3 -0
  21. test_dataset.xlsx +0 -0
  22. train_dataset.xlsx +3 -0
  23. training_args.bin +3 -0
  24. val_dataset.xlsx +0 -0
  25. xlm-roberta-large_predictions.xlsx +0 -0
.gitattributes CHANGED
@@ -33,3 +33,9 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
33
  *.zip filter=lfs diff=lfs merge=lfs -text
34
  *.zst filter=lfs diff=lfs merge=lfs -text
35
  *tfevents* filter=lfs diff=lfs merge=lfs -text
 
 
 
 
 
 
 
33
  *.zip filter=lfs diff=lfs merge=lfs -text
34
  *.zst filter=lfs diff=lfs merge=lfs -text
35
  *tfevents* filter=lfs diff=lfs merge=lfs -text
36
+ PL_augmented_100_train.xlsx filter=lfs diff=lfs merge=lfs -text
37
+ PL_augmented_10_train.xlsx filter=lfs diff=lfs merge=lfs -text
38
+ PL_augmented_25_train.xlsx filter=lfs diff=lfs merge=lfs -text
39
+ PL_augmented_5_train.xlsx filter=lfs diff=lfs merge=lfs -text
40
+ test.xlsx filter=lfs diff=lfs merge=lfs -text
41
+ train_dataset.xlsx filter=lfs diff=lfs merge=lfs -text
PL_augmented_100_train.xlsx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5042d64ea1adcbce28c1460bf705f6d75906e9323f181df3248fdc46bf0aeec4
3
+ size 619017
PL_augmented_100_validation.xlsx ADDED
Binary file (94.5 kB). View file
 
PL_augmented_10_train.xlsx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c35e51e76dca0aa7ffb8abd530f65b56b5f012601e9e086625fa2b288cf947dd
3
+ size 564079
PL_augmented_10_validation.xlsx ADDED
Binary file (82.2 kB). View file
 
PL_augmented_25_train.xlsx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:849a27540ba2bf8ed3070b088bb83f44f597d174c80b720fb120917c4dccb68d
3
+ size 572219
PL_augmented_25_validation.xlsx ADDED
Binary file (84.6 kB). View file
 
PL_augmented_5_train.xlsx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a0ae17901a95916cf8c6a8400f70b971c7fe90bc225904d710c3e61d81a05c6c
3
+ size 561105
PL_augmented_5_validation.xlsx ADDED
Binary file (82 kB). View file
 
XLM-RoBERTa_large_Plain_predictions.xlsx ADDED
Binary file (99.7 kB). View file
 
checkpoint-1088/config.json ADDED
@@ -0,0 +1,28 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "architectures": [
3
+ "XLMRobertaForSequenceClassification"
4
+ ],
5
+ "attention_probs_dropout_prob": 0.1,
6
+ "bos_token_id": 0,
7
+ "classifier_dropout": null,
8
+ "eos_token_id": 2,
9
+ "hidden_act": "gelu",
10
+ "hidden_dropout_prob": 0.1,
11
+ "hidden_size": 1024,
12
+ "initializer_range": 0.02,
13
+ "intermediate_size": 4096,
14
+ "layer_norm_eps": 1e-05,
15
+ "max_position_embeddings": 514,
16
+ "model_type": "xlm-roberta",
17
+ "num_attention_heads": 16,
18
+ "num_hidden_layers": 24,
19
+ "output_past": true,
20
+ "pad_token_id": 1,
21
+ "position_embedding_type": "absolute",
22
+ "problem_type": "multi_label_classification",
23
+ "torch_dtype": "float32",
24
+ "transformers_version": "4.52.4",
25
+ "type_vocab_size": 1,
26
+ "use_cache": true,
27
+ "vocab_size": 250002
28
+ }
checkpoint-1088/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:551560202b193987a629b8bff1671aea886ec8c850ac9356741f2bd0079b9216
3
+ size 2239618672
checkpoint-1088/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:386a34c793854bd74d456363afad6a3deb55e54565b107b0d0848923581ad873
3
+ size 4479472785
checkpoint-1088/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:dc309d6f2c4b09f630329ebe3a943eb7c1900976951c37492897d8cd8550a0ae
3
+ size 14244
checkpoint-1088/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5a9efdc3f209a686bf3de5b879394e1ecc94ae450f6d9e40b5a9d538622a7b4f
3
+ size 1064
checkpoint-1088/trainer_state.json ADDED
@@ -0,0 +1,81 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_global_step": 1088,
3
+ "best_metric": 0.4664003252983093,
4
+ "best_model_checkpoint": "/content/drive/MyDrive/modeling_data/checkpoint-1088",
5
+ "epoch": 2.0,
6
+ "eval_steps": 100,
7
+ "global_step": 1088,
8
+ "is_hyper_param_search": false,
9
+ "is_local_process_zero": true,
10
+ "is_world_process_zero": true,
11
+ "log_history": [
12
+ {
13
+ "epoch": 1.0,
14
+ "grad_norm": 12.559769630432129,
15
+ "learning_rate": 4.500919117647059e-06,
16
+ "loss": 0.6279,
17
+ "step": 544
18
+ },
19
+ {
20
+ "epoch": 1.0,
21
+ "eval_accuracy": 0.7142857142857143,
22
+ "eval_f1": 0.7633378932968536,
23
+ "eval_loss": 0.5100380182266235,
24
+ "eval_precision": 0.7804195804195804,
25
+ "eval_recall": 0.7469879518072289,
26
+ "eval_runtime": 24.7452,
27
+ "eval_samples_per_second": 48.939,
28
+ "eval_steps_per_second": 3.071,
29
+ "step": 544
30
+ },
31
+ {
32
+ "epoch": 2.0,
33
+ "grad_norm": 77.93987274169922,
34
+ "learning_rate": 4.000919117647059e-06,
35
+ "loss": 0.527,
36
+ "step": 1088
37
+ },
38
+ {
39
+ "epoch": 2.0,
40
+ "eval_accuracy": 0.7473162675474814,
41
+ "eval_f1": 0.7915531335149864,
42
+ "eval_loss": 0.4664003252983093,
43
+ "eval_precision": 0.8058252427184466,
44
+ "eval_recall": 0.7777777777777778,
45
+ "eval_runtime": 24.7822,
46
+ "eval_samples_per_second": 48.866,
47
+ "eval_steps_per_second": 3.067,
48
+ "step": 1088
49
+ }
50
+ ],
51
+ "logging_steps": 100,
52
+ "max_steps": 5440,
53
+ "num_input_tokens_seen": 0,
54
+ "num_train_epochs": 10,
55
+ "save_steps": 100,
56
+ "stateful_callbacks": {
57
+ "EarlyStoppingCallback": {
58
+ "args": {
59
+ "early_stopping_patience": 2,
60
+ "early_stopping_threshold": 0.0
61
+ },
62
+ "attributes": {
63
+ "early_stopping_patience_counter": 0
64
+ }
65
+ },
66
+ "TrainerControl": {
67
+ "args": {
68
+ "should_epoch_stop": false,
69
+ "should_evaluate": false,
70
+ "should_log": false,
71
+ "should_save": true,
72
+ "should_training_stop": false
73
+ },
74
+ "attributes": {}
75
+ }
76
+ },
77
+ "total_flos": 1.620628640827392e+16,
78
+ "train_batch_size": 16,
79
+ "trial_name": null,
80
+ "trial_params": null
81
+ }
checkpoint-1088/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4ef18b36dc40694b1fb933f2cf0b5dc9b5d01bbf66e05c7f6cebe9771f19cb0f
3
+ size 5240
config.json ADDED
@@ -0,0 +1,28 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "architectures": [
3
+ "XLMRobertaForSequenceClassification"
4
+ ],
5
+ "attention_probs_dropout_prob": 0.1,
6
+ "bos_token_id": 0,
7
+ "classifier_dropout": null,
8
+ "eos_token_id": 2,
9
+ "hidden_act": "gelu",
10
+ "hidden_dropout_prob": 0.1,
11
+ "hidden_size": 1024,
12
+ "initializer_range": 0.02,
13
+ "intermediate_size": 4096,
14
+ "layer_norm_eps": 1e-05,
15
+ "max_position_embeddings": 514,
16
+ "model_type": "xlm-roberta",
17
+ "num_attention_heads": 16,
18
+ "num_hidden_layers": 24,
19
+ "output_past": true,
20
+ "pad_token_id": 1,
21
+ "position_embedding_type": "absolute",
22
+ "problem_type": "multi_label_classification",
23
+ "torch_dtype": "float32",
24
+ "transformers_version": "4.52.4",
25
+ "type_vocab_size": 1,
26
+ "use_cache": true,
27
+ "vocab_size": 250002
28
+ }
model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:551560202b193987a629b8bff1671aea886ec8c850ac9356741f2bd0079b9216
3
+ size 2239618672
test.xlsx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:62b2e0f7a95ffcc92d1f8020d493e3990763ad4b4936da8a89a5e9c7afc2bc11
3
+ size 834983
test_dataset.xlsx ADDED
Binary file (81.1 kB). View file
 
train_dataset.xlsx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f78f961c46f193176e10b6c123a1180005c0e9981368636550e9a15278ebb4b1
3
+ size 561225
training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4ef18b36dc40694b1fb933f2cf0b5dc9b5d01bbf66e05c7f6cebe9771f19cb0f
3
+ size 5240
val_dataset.xlsx ADDED
Binary file (81.4 kB). View file
 
xlm-roberta-large_predictions.xlsx ADDED
Binary file (94 kB). View file