Upload folder using huggingface_hub
Browse files- .gitattributes +6 -0
- PL_augmented_100_train.xlsx +3 -0
- PL_augmented_100_validation.xlsx +0 -0
- PL_augmented_10_train.xlsx +3 -0
- PL_augmented_10_validation.xlsx +0 -0
- PL_augmented_25_train.xlsx +3 -0
- PL_augmented_25_validation.xlsx +0 -0
- PL_augmented_5_train.xlsx +3 -0
- PL_augmented_5_validation.xlsx +0 -0
- XLM-RoBERTa_large_Plain_predictions.xlsx +0 -0
- checkpoint-1460/config.json +28 -0
- checkpoint-1460/model.safetensors +3 -0
- checkpoint-1460/optimizer.pt +3 -0
- checkpoint-1460/rng_state.pth +3 -0
- checkpoint-1460/scheduler.pt +3 -0
- checkpoint-1460/trainer_state.json +81 -0
- checkpoint-1460/training_args.bin +3 -0
- config.json +28 -0
- model.safetensors +3 -0
- test.xlsx +3 -0
- test_dataset.xlsx +0 -0
- train_dataset.xlsx +3 -0
- training_args.bin +3 -0
- val_dataset.xlsx +0 -0
- 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-1460/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-1460/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:bc94397558e79b8f6ea7f6cd4ff006c70242a7c68af0b30b1a120b371e0c633c
|
| 3 |
+
size 2239618672
|
checkpoint-1460/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:77f2efc76ac4e466be4e30c7ddd0f2033bf114b5d8c7471ec9774b4937d5fdcf
|
| 3 |
+
size 4479472785
|
checkpoint-1460/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:517f5b78407936c6cc136c0162d3b69f76a95d427dd0fe65b37cb08965e65a57
|
| 3 |
+
size 14244
|
checkpoint-1460/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:db72c47ae4f02d4021132490653dbd826e3ea4d5663479817a49967ea7dc7222
|
| 3 |
+
size 1064
|
checkpoint-1460/trainer_state.json
ADDED
|
@@ -0,0 +1,81 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_global_step": 1460,
|
| 3 |
+
"best_metric": 0.2868419587612152,
|
| 4 |
+
"best_model_checkpoint": "/content/drive/MyDrive/modeling_data/checkpoint-1460",
|
| 5 |
+
"epoch": 2.0,
|
| 6 |
+
"eval_steps": 100,
|
| 7 |
+
"global_step": 1460,
|
| 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": 34.57230758666992,
|
| 15 |
+
"learning_rate": 4.50068493150685e-06,
|
| 16 |
+
"loss": 0.4865,
|
| 17 |
+
"step": 730
|
| 18 |
+
},
|
| 19 |
+
{
|
| 20 |
+
"epoch": 1.0,
|
| 21 |
+
"eval_accuracy": 0.8169734151329243,
|
| 22 |
+
"eval_f1": 0.8757807078417765,
|
| 23 |
+
"eval_loss": 0.34442007541656494,
|
| 24 |
+
"eval_precision": 0.9079136690647482,
|
| 25 |
+
"eval_recall": 0.8458445040214477,
|
| 26 |
+
"eval_runtime": 41.0262,
|
| 27 |
+
"eval_samples_per_second": 47.677,
|
| 28 |
+
"eval_steps_per_second": 2.998,
|
| 29 |
+
"step": 730
|
| 30 |
+
},
|
| 31 |
+
{
|
| 32 |
+
"epoch": 2.0,
|
| 33 |
+
"grad_norm": 22.20772361755371,
|
| 34 |
+
"learning_rate": 4.0006849315068494e-06,
|
| 35 |
+
"loss": 0.4066,
|
| 36 |
+
"step": 1460
|
| 37 |
+
},
|
| 38 |
+
{
|
| 39 |
+
"epoch": 2.0,
|
| 40 |
+
"eval_accuracy": 0.8486707566462167,
|
| 41 |
+
"eval_f1": 0.9049454078355812,
|
| 42 |
+
"eval_loss": 0.2868419587612152,
|
| 43 |
+
"eval_precision": 0.8686806411837238,
|
| 44 |
+
"eval_recall": 0.9443699731903485,
|
| 45 |
+
"eval_runtime": 40.7295,
|
| 46 |
+
"eval_samples_per_second": 48.024,
|
| 47 |
+
"eval_steps_per_second": 3.02,
|
| 48 |
+
"step": 1460
|
| 49 |
+
}
|
| 50 |
+
],
|
| 51 |
+
"logging_steps": 100,
|
| 52 |
+
"max_steps": 7300,
|
| 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": 2.175686960825549e+16,
|
| 78 |
+
"train_batch_size": 16,
|
| 79 |
+
"trial_name": null,
|
| 80 |
+
"trial_params": null
|
| 81 |
+
}
|
checkpoint-1460/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:bc94397558e79b8f6ea7f6cd4ff006c70242a7c68af0b30b1a120b371e0c633c
|
| 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
|
|
|