ringorsolya
commited on
Commit
•
9907927
1
Parent(s):
1379f5b
Upload folder using huggingface_hub
Browse files- checkpoint-11636/config.json +45 -0
- checkpoint-11636/model.safetensors +3 -0
- checkpoint-11636/optimizer.pt +3 -0
- checkpoint-11636/rng_state.pth +3 -0
- checkpoint-11636/scheduler.pt +3 -0
- checkpoint-11636/trainer_state.json +118 -0
- checkpoint-11636/training_args.bin +3 -0
- config.json +45 -0
- events.out.tfevents.1721465073.f11af299fb90.6580.0 +3 -0
- model.safetensors +3 -0
- moresBERT_train_german6_reduced_3520.xlsx +0 -0
- test_data.xlsx +0 -0
- test_data_fixed.xlsx +0 -0
- test_data_fixed_czech.xlsx +0 -0
- test_data_fixed_hungarian.xlsx +0 -0
- test_data_fixed_polish.xlsx +0 -0
- test_data_fixed_slovak.xlsx +0 -0
- test_data_original.xlsx +0 -0
- training_args.bin +3 -0
checkpoint-11636/config.json
ADDED
@@ -0,0 +1,45 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "xlm-roberta-base",
|
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": 768,
|
13 |
+
"id2label": {
|
14 |
+
"0": "LABEL_0",
|
15 |
+
"1": "LABEL_1",
|
16 |
+
"2": "LABEL_2",
|
17 |
+
"3": "LABEL_3",
|
18 |
+
"4": "LABEL_4",
|
19 |
+
"5": "LABEL_5"
|
20 |
+
},
|
21 |
+
"initializer_range": 0.02,
|
22 |
+
"intermediate_size": 3072,
|
23 |
+
"label2id": {
|
24 |
+
"LABEL_0": 0,
|
25 |
+
"LABEL_1": 1,
|
26 |
+
"LABEL_2": 2,
|
27 |
+
"LABEL_3": 3,
|
28 |
+
"LABEL_4": 4,
|
29 |
+
"LABEL_5": 5
|
30 |
+
},
|
31 |
+
"layer_norm_eps": 1e-05,
|
32 |
+
"max_position_embeddings": 514,
|
33 |
+
"model_type": "xlm-roberta",
|
34 |
+
"num_attention_heads": 12,
|
35 |
+
"num_hidden_layers": 12,
|
36 |
+
"output_past": true,
|
37 |
+
"pad_token_id": 1,
|
38 |
+
"position_embedding_type": "absolute",
|
39 |
+
"problem_type": "multi_label_classification",
|
40 |
+
"torch_dtype": "float32",
|
41 |
+
"transformers_version": "4.42.4",
|
42 |
+
"type_vocab_size": 1,
|
43 |
+
"use_cache": true,
|
44 |
+
"vocab_size": 250002
|
45 |
+
}
|
checkpoint-11636/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:af81fb952da006fafdad17d30c0b3c2c019f6ad3d4912aa93f8ceb52a87c2ecb
|
3 |
+
size 1112217312
|
checkpoint-11636/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:82d161f8db72e701f86daa8d7437b14f6d99ccdb10497546983feb63ac09a557
|
3 |
+
size 2224554234
|
checkpoint-11636/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:5753c9c57b5ba512a320323bbacddbe4706b9614c657a6cae85eb014b47f8423
|
3 |
+
size 14244
|
checkpoint-11636/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:7fe734f183c28726442e39763a4012097758103830e87ef8ac8f1a29b59f6dae
|
3 |
+
size 1064
|
checkpoint-11636/trainer_state.json
ADDED
@@ -0,0 +1,118 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.1460878551006317,
|
3 |
+
"best_model_checkpoint": "/content/drive/MyDrive/RoBERTa/checkpoint-11636",
|
4 |
+
"epoch": 4.0,
|
5 |
+
"eval_steps": 100,
|
6 |
+
"global_step": 11636,
|
7 |
+
"is_hyper_param_search": false,
|
8 |
+
"is_local_process_zero": true,
|
9 |
+
"is_world_process_zero": true,
|
10 |
+
"log_history": [
|
11 |
+
{
|
12 |
+
"epoch": 1.0,
|
13 |
+
"grad_norm": 3.9410436153411865,
|
14 |
+
"learning_rate": 4.5e-06,
|
15 |
+
"loss": 0.2361,
|
16 |
+
"step": 2909
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 1.0,
|
20 |
+
"eval_accuracy": 0.7993811242908716,
|
21 |
+
"eval_f1": 0.8000383628284219,
|
22 |
+
"eval_loss": 0.1618930995464325,
|
23 |
+
"eval_precision": 0.801877689223025,
|
24 |
+
"eval_recall": 0.7993811242908716,
|
25 |
+
"eval_runtime": 100.7934,
|
26 |
+
"eval_samples_per_second": 57.712,
|
27 |
+
"eval_steps_per_second": 3.611,
|
28 |
+
"step": 2909
|
29 |
+
},
|
30 |
+
{
|
31 |
+
"epoch": 2.0,
|
32 |
+
"grad_norm": 3.755303144454956,
|
33 |
+
"learning_rate": 4.000000000000001e-06,
|
34 |
+
"loss": 0.1588,
|
35 |
+
"step": 5818
|
36 |
+
},
|
37 |
+
{
|
38 |
+
"epoch": 2.0,
|
39 |
+
"eval_accuracy": 0.8115867285542375,
|
40 |
+
"eval_f1": 0.8119755242707591,
|
41 |
+
"eval_loss": 0.14911070466041565,
|
42 |
+
"eval_precision": 0.8130543725573091,
|
43 |
+
"eval_recall": 0.8115867285542375,
|
44 |
+
"eval_runtime": 100.747,
|
45 |
+
"eval_samples_per_second": 57.739,
|
46 |
+
"eval_steps_per_second": 3.613,
|
47 |
+
"step": 5818
|
48 |
+
},
|
49 |
+
{
|
50 |
+
"epoch": 3.0,
|
51 |
+
"grad_norm": 3.666957139968872,
|
52 |
+
"learning_rate": 3.5e-06,
|
53 |
+
"loss": 0.1425,
|
54 |
+
"step": 8727
|
55 |
+
},
|
56 |
+
{
|
57 |
+
"epoch": 3.0,
|
58 |
+
"eval_accuracy": 0.8151968368574867,
|
59 |
+
"eval_f1": 0.8140299685788867,
|
60 |
+
"eval_loss": 0.15050296485424042,
|
61 |
+
"eval_precision": 0.8201423906704529,
|
62 |
+
"eval_recall": 0.8151968368574867,
|
63 |
+
"eval_runtime": 100.8777,
|
64 |
+
"eval_samples_per_second": 57.664,
|
65 |
+
"eval_steps_per_second": 3.608,
|
66 |
+
"step": 8727
|
67 |
+
},
|
68 |
+
{
|
69 |
+
"epoch": 4.0,
|
70 |
+
"grad_norm": 3.600872278213501,
|
71 |
+
"learning_rate": 3e-06,
|
72 |
+
"loss": 0.1322,
|
73 |
+
"step": 11636
|
74 |
+
},
|
75 |
+
{
|
76 |
+
"epoch": 4.0,
|
77 |
+
"eval_accuracy": 0.8182912154031288,
|
78 |
+
"eval_f1": 0.8181033584717875,
|
79 |
+
"eval_loss": 0.1460878551006317,
|
80 |
+
"eval_precision": 0.8224312871560887,
|
81 |
+
"eval_recall": 0.8182912154031288,
|
82 |
+
"eval_runtime": 100.713,
|
83 |
+
"eval_samples_per_second": 57.758,
|
84 |
+
"eval_steps_per_second": 3.614,
|
85 |
+
"step": 11636
|
86 |
+
}
|
87 |
+
],
|
88 |
+
"logging_steps": 100,
|
89 |
+
"max_steps": 29090,
|
90 |
+
"num_input_tokens_seen": 0,
|
91 |
+
"num_train_epochs": 10,
|
92 |
+
"save_steps": 100,
|
93 |
+
"stateful_callbacks": {
|
94 |
+
"EarlyStoppingCallback": {
|
95 |
+
"args": {
|
96 |
+
"early_stopping_patience": 2,
|
97 |
+
"early_stopping_threshold": 0.0
|
98 |
+
},
|
99 |
+
"attributes": {
|
100 |
+
"early_stopping_patience_counter": 0
|
101 |
+
}
|
102 |
+
},
|
103 |
+
"TrainerControl": {
|
104 |
+
"args": {
|
105 |
+
"should_epoch_stop": false,
|
106 |
+
"should_evaluate": false,
|
107 |
+
"should_log": false,
|
108 |
+
"should_save": true,
|
109 |
+
"should_training_stop": false
|
110 |
+
},
|
111 |
+
"attributes": {}
|
112 |
+
}
|
113 |
+
},
|
114 |
+
"total_flos": 4.897619828740915e+16,
|
115 |
+
"train_batch_size": 16,
|
116 |
+
"trial_name": null,
|
117 |
+
"trial_params": null
|
118 |
+
}
|
checkpoint-11636/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:6b0cf35159a87a40f7d00aac1283cee32991a88b237343acab3942b89e7e8ba8
|
3 |
+
size 5048
|
config.json
ADDED
@@ -0,0 +1,45 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "xlm-roberta-base",
|
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": 768,
|
13 |
+
"id2label": {
|
14 |
+
"0": "LABEL_0",
|
15 |
+
"1": "LABEL_1",
|
16 |
+
"2": "LABEL_2",
|
17 |
+
"3": "LABEL_3",
|
18 |
+
"4": "LABEL_4",
|
19 |
+
"5": "LABEL_5"
|
20 |
+
},
|
21 |
+
"initializer_range": 0.02,
|
22 |
+
"intermediate_size": 3072,
|
23 |
+
"label2id": {
|
24 |
+
"LABEL_0": 0,
|
25 |
+
"LABEL_1": 1,
|
26 |
+
"LABEL_2": 2,
|
27 |
+
"LABEL_3": 3,
|
28 |
+
"LABEL_4": 4,
|
29 |
+
"LABEL_5": 5
|
30 |
+
},
|
31 |
+
"layer_norm_eps": 1e-05,
|
32 |
+
"max_position_embeddings": 514,
|
33 |
+
"model_type": "xlm-roberta",
|
34 |
+
"num_attention_heads": 12,
|
35 |
+
"num_hidden_layers": 12,
|
36 |
+
"output_past": true,
|
37 |
+
"pad_token_id": 1,
|
38 |
+
"position_embedding_type": "absolute",
|
39 |
+
"problem_type": "multi_label_classification",
|
40 |
+
"torch_dtype": "float32",
|
41 |
+
"transformers_version": "4.42.4",
|
42 |
+
"type_vocab_size": 1,
|
43 |
+
"use_cache": true,
|
44 |
+
"vocab_size": 250002
|
45 |
+
}
|
events.out.tfevents.1721465073.f11af299fb90.6580.0
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:08d516b1040a2f66c13ec731a8b8d7c810e338d3590998b5240f7d446b2bf876
|
3 |
+
size 9665
|
model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:af81fb952da006fafdad17d30c0b3c2c019f6ad3d4912aa93f8ceb52a87c2ecb
|
3 |
+
size 1112217312
|
moresBERT_train_german6_reduced_3520.xlsx
ADDED
Binary file (726 kB). View file
|
|
test_data.xlsx
ADDED
Binary file (388 kB). View file
|
|
test_data_fixed.xlsx
ADDED
Binary file (276 kB). View file
|
|
test_data_fixed_czech.xlsx
ADDED
Binary file (249 kB). View file
|
|
test_data_fixed_hungarian.xlsx
ADDED
Binary file (250 kB). View file
|
|
test_data_fixed_polish.xlsx
ADDED
Binary file (230 kB). View file
|
|
test_data_fixed_slovak.xlsx
ADDED
Binary file (248 kB). View file
|
|
test_data_original.xlsx
ADDED
Binary file (700 kB). View file
|
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:6b0cf35159a87a40f7d00aac1283cee32991a88b237343acab3942b89e7e8ba8
|
3 |
+
size 5048
|