Training in progress, step 1200, checkpoint
Browse files- checkpoint-1200/config.json +56 -0
- checkpoint-1200/model.safetensors +3 -0
- checkpoint-1200/optimizer.pt +3 -0
- checkpoint-1200/rng_state.pth +3 -0
- checkpoint-1200/scheduler.pt +3 -0
- checkpoint-1200/special_tokens_map.json +51 -0
- checkpoint-1200/tokenizer.json +3 -0
- checkpoint-1200/tokenizer_config.json +54 -0
- checkpoint-1200/trainer_state.json +191 -0
- checkpoint-1200/training_args.bin +3 -0
checkpoint-1200/config.json
ADDED
@@ -0,0 +1,56 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "nielsr/lilt-xlm-roberta-base",
|
3 |
+
"architectures": [
|
4 |
+
"LiltForTokenClassification"
|
5 |
+
],
|
6 |
+
"attention_probs_dropout_prob": 0.1,
|
7 |
+
"bos_token_id": 0,
|
8 |
+
"channel_shrink_ratio": 4,
|
9 |
+
"classifier_dropout": null,
|
10 |
+
"eos_token_id": 2,
|
11 |
+
"hidden_act": "gelu",
|
12 |
+
"hidden_dropout_prob": 0.1,
|
13 |
+
"hidden_size": 768,
|
14 |
+
"id2label": {
|
15 |
+
"0": "Caption",
|
16 |
+
"1": "Footnote",
|
17 |
+
"2": "Formula",
|
18 |
+
"3": "List-item",
|
19 |
+
"4": "Page-footer",
|
20 |
+
"5": "Page-header",
|
21 |
+
"6": "Picture",
|
22 |
+
"7": "Section-header",
|
23 |
+
"8": "Table",
|
24 |
+
"9": "Text",
|
25 |
+
"10": "Title"
|
26 |
+
},
|
27 |
+
"initializer_range": 0.02,
|
28 |
+
"intermediate_size": 3072,
|
29 |
+
"label2id": {
|
30 |
+
"Caption": 0,
|
31 |
+
"Footnote": 1,
|
32 |
+
"Formula": 2,
|
33 |
+
"List-item": 3,
|
34 |
+
"Page-footer": 4,
|
35 |
+
"Page-header": 5,
|
36 |
+
"Picture": 6,
|
37 |
+
"Section-header": 7,
|
38 |
+
"Table": 8,
|
39 |
+
"Text": 9,
|
40 |
+
"Title": 10
|
41 |
+
},
|
42 |
+
"layer_norm_eps": 1e-05,
|
43 |
+
"max_2d_position_embeddings": 1024,
|
44 |
+
"max_position_embeddings": 514,
|
45 |
+
"model_type": "lilt",
|
46 |
+
"num_attention_heads": 12,
|
47 |
+
"num_hidden_layers": 12,
|
48 |
+
"output_past": true,
|
49 |
+
"pad_token_id": 1,
|
50 |
+
"position_embedding_type": "absolute",
|
51 |
+
"torch_dtype": "float32",
|
52 |
+
"transformers_version": "4.41.2",
|
53 |
+
"type_vocab_size": 1,
|
54 |
+
"use_cache": true,
|
55 |
+
"vocab_size": 250002
|
56 |
+
}
|
checkpoint-1200/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:950a61e38936e0f6e87e0ebcf9081829b10a954f58470eba8e5197fdd525b99d
|
3 |
+
size 1134332228
|
checkpoint-1200/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:117113ffb5a365f05c466c4871a9138fb5aaa0c0058d24fbe063756a2219069c
|
3 |
+
size 2265924830
|
checkpoint-1200/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:27128e9b30eef364e38b288b261d13d1e3f8eebd91a5f08b6a5baf56c18c3a88
|
3 |
+
size 14244
|
checkpoint-1200/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:17cbc4b94c13728274f913c6d05d9d8aa9fd0e8ca8a98d162d90fcce3965d9e6
|
3 |
+
size 1064
|
checkpoint-1200/special_tokens_map.json
ADDED
@@ -0,0 +1,51 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"bos_token": {
|
3 |
+
"content": "<s>",
|
4 |
+
"lstrip": false,
|
5 |
+
"normalized": false,
|
6 |
+
"rstrip": false,
|
7 |
+
"single_word": false
|
8 |
+
},
|
9 |
+
"cls_token": {
|
10 |
+
"content": "<s>",
|
11 |
+
"lstrip": false,
|
12 |
+
"normalized": false,
|
13 |
+
"rstrip": false,
|
14 |
+
"single_word": false
|
15 |
+
},
|
16 |
+
"eos_token": {
|
17 |
+
"content": "</s>",
|
18 |
+
"lstrip": false,
|
19 |
+
"normalized": false,
|
20 |
+
"rstrip": false,
|
21 |
+
"single_word": false
|
22 |
+
},
|
23 |
+
"mask_token": {
|
24 |
+
"content": "<mask>",
|
25 |
+
"lstrip": true,
|
26 |
+
"normalized": false,
|
27 |
+
"rstrip": false,
|
28 |
+
"single_word": false
|
29 |
+
},
|
30 |
+
"pad_token": {
|
31 |
+
"content": "<pad>",
|
32 |
+
"lstrip": false,
|
33 |
+
"normalized": false,
|
34 |
+
"rstrip": false,
|
35 |
+
"single_word": false
|
36 |
+
},
|
37 |
+
"sep_token": {
|
38 |
+
"content": "</s>",
|
39 |
+
"lstrip": false,
|
40 |
+
"normalized": false,
|
41 |
+
"rstrip": false,
|
42 |
+
"single_word": false
|
43 |
+
},
|
44 |
+
"unk_token": {
|
45 |
+
"content": "<unk>",
|
46 |
+
"lstrip": false,
|
47 |
+
"normalized": false,
|
48 |
+
"rstrip": false,
|
49 |
+
"single_word": false
|
50 |
+
}
|
51 |
+
}
|
checkpoint-1200/tokenizer.json
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:3a56def25aa40facc030ea8b0b87f3688e4b3c39eb8b45d5702b3a1300fe2a20
|
3 |
+
size 17082734
|
checkpoint-1200/tokenizer_config.json
ADDED
@@ -0,0 +1,54 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"added_tokens_decoder": {
|
3 |
+
"0": {
|
4 |
+
"content": "<s>",
|
5 |
+
"lstrip": false,
|
6 |
+
"normalized": false,
|
7 |
+
"rstrip": false,
|
8 |
+
"single_word": false,
|
9 |
+
"special": true
|
10 |
+
},
|
11 |
+
"1": {
|
12 |
+
"content": "<pad>",
|
13 |
+
"lstrip": false,
|
14 |
+
"normalized": false,
|
15 |
+
"rstrip": false,
|
16 |
+
"single_word": false,
|
17 |
+
"special": true
|
18 |
+
},
|
19 |
+
"2": {
|
20 |
+
"content": "</s>",
|
21 |
+
"lstrip": false,
|
22 |
+
"normalized": false,
|
23 |
+
"rstrip": false,
|
24 |
+
"single_word": false,
|
25 |
+
"special": true
|
26 |
+
},
|
27 |
+
"3": {
|
28 |
+
"content": "<unk>",
|
29 |
+
"lstrip": false,
|
30 |
+
"normalized": false,
|
31 |
+
"rstrip": false,
|
32 |
+
"single_word": false,
|
33 |
+
"special": true
|
34 |
+
},
|
35 |
+
"250001": {
|
36 |
+
"content": "<mask>",
|
37 |
+
"lstrip": true,
|
38 |
+
"normalized": false,
|
39 |
+
"rstrip": false,
|
40 |
+
"single_word": false,
|
41 |
+
"special": true
|
42 |
+
}
|
43 |
+
},
|
44 |
+
"bos_token": "<s>",
|
45 |
+
"clean_up_tokenization_spaces": true,
|
46 |
+
"cls_token": "<s>",
|
47 |
+
"eos_token": "</s>",
|
48 |
+
"mask_token": "<mask>",
|
49 |
+
"model_max_length": 512,
|
50 |
+
"pad_token": "<pad>",
|
51 |
+
"sep_token": "</s>",
|
52 |
+
"tokenizer_class": "XLMRobertaTokenizer",
|
53 |
+
"unk_token": "<unk>"
|
54 |
+
}
|
checkpoint-1200/trainer_state.json
ADDED
@@ -0,0 +1,191 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.88568377134758,
|
3 |
+
"best_model_checkpoint": "DocLayNet/lilt-xlm-roberta-base-finetuned-DocLayNet-base_paragraphs_ml512-v1/checkpoint-1200",
|
4 |
+
"epoch": 0.6396588486140725,
|
5 |
+
"eval_steps": 100,
|
6 |
+
"global_step": 1200,
|
7 |
+
"is_hyper_param_search": false,
|
8 |
+
"is_local_process_zero": true,
|
9 |
+
"is_world_process_zero": true,
|
10 |
+
"log_history": [
|
11 |
+
{
|
12 |
+
"epoch": 0.053304904051172705,
|
13 |
+
"eval_accuracy": 0.6684599798377034,
|
14 |
+
"eval_f1": 0.6684599798377034,
|
15 |
+
"eval_loss": 0.9209221005439758,
|
16 |
+
"eval_precision": 0.6684599798377034,
|
17 |
+
"eval_recall": 0.6684599798377034,
|
18 |
+
"eval_runtime": 41.8743,
|
19 |
+
"eval_samples_per_second": 38.377,
|
20 |
+
"eval_steps_per_second": 2.412,
|
21 |
+
"step": 100
|
22 |
+
},
|
23 |
+
{
|
24 |
+
"epoch": 0.10660980810234541,
|
25 |
+
"eval_accuracy": 0.8154451176300318,
|
26 |
+
"eval_f1": 0.8154451176300318,
|
27 |
+
"eval_loss": 0.6488999724388123,
|
28 |
+
"eval_precision": 0.8154451176300318,
|
29 |
+
"eval_recall": 0.8154451176300318,
|
30 |
+
"eval_runtime": 44.2144,
|
31 |
+
"eval_samples_per_second": 36.346,
|
32 |
+
"eval_steps_per_second": 2.284,
|
33 |
+
"step": 200
|
34 |
+
},
|
35 |
+
{
|
36 |
+
"epoch": 0.15991471215351813,
|
37 |
+
"eval_accuracy": 0.7420323994130975,
|
38 |
+
"eval_f1": 0.7420323994130975,
|
39 |
+
"eval_loss": 0.7198283076286316,
|
40 |
+
"eval_precision": 0.7420323994130975,
|
41 |
+
"eval_recall": 0.7420323994130975,
|
42 |
+
"eval_runtime": 41.064,
|
43 |
+
"eval_samples_per_second": 39.134,
|
44 |
+
"eval_steps_per_second": 2.46,
|
45 |
+
"step": 300
|
46 |
+
},
|
47 |
+
{
|
48 |
+
"epoch": 0.21321961620469082,
|
49 |
+
"eval_accuracy": 0.7961212532564105,
|
50 |
+
"eval_f1": 0.7961212532564104,
|
51 |
+
"eval_loss": 0.5486767292022705,
|
52 |
+
"eval_precision": 0.7961212532564105,
|
53 |
+
"eval_recall": 0.7961212532564105,
|
54 |
+
"eval_runtime": 43.0362,
|
55 |
+
"eval_samples_per_second": 37.341,
|
56 |
+
"eval_steps_per_second": 2.347,
|
57 |
+
"step": 400
|
58 |
+
},
|
59 |
+
{
|
60 |
+
"epoch": 0.26652452025586354,
|
61 |
+
"grad_norm": 8.946574211120605,
|
62 |
+
"learning_rate": 1.4722814498933904e-05,
|
63 |
+
"loss": 0.736,
|
64 |
+
"step": 500
|
65 |
+
},
|
66 |
+
{
|
67 |
+
"epoch": 0.26652452025586354,
|
68 |
+
"eval_accuracy": 0.8669088803936639,
|
69 |
+
"eval_f1": 0.8669088803936638,
|
70 |
+
"eval_loss": 0.44298624992370605,
|
71 |
+
"eval_precision": 0.8669088803936639,
|
72 |
+
"eval_recall": 0.8669088803936639,
|
73 |
+
"eval_runtime": 42.8219,
|
74 |
+
"eval_samples_per_second": 37.527,
|
75 |
+
"eval_steps_per_second": 2.359,
|
76 |
+
"step": 500
|
77 |
+
},
|
78 |
+
{
|
79 |
+
"epoch": 0.31982942430703626,
|
80 |
+
"eval_accuracy": 0.8614091648617086,
|
81 |
+
"eval_f1": 0.8614091648617086,
|
82 |
+
"eval_loss": 0.4405972361564636,
|
83 |
+
"eval_precision": 0.8614091648617086,
|
84 |
+
"eval_recall": 0.8614091648617086,
|
85 |
+
"eval_runtime": 46.0068,
|
86 |
+
"eval_samples_per_second": 34.93,
|
87 |
+
"eval_steps_per_second": 2.195,
|
88 |
+
"step": 600
|
89 |
+
},
|
90 |
+
{
|
91 |
+
"epoch": 0.373134328358209,
|
92 |
+
"eval_accuracy": 0.865092277441185,
|
93 |
+
"eval_f1": 0.865092277441185,
|
94 |
+
"eval_loss": 0.41120249032974243,
|
95 |
+
"eval_precision": 0.865092277441185,
|
96 |
+
"eval_recall": 0.865092277441185,
|
97 |
+
"eval_runtime": 43.2183,
|
98 |
+
"eval_samples_per_second": 37.183,
|
99 |
+
"eval_steps_per_second": 2.337,
|
100 |
+
"step": 700
|
101 |
+
},
|
102 |
+
{
|
103 |
+
"epoch": 0.42643923240938164,
|
104 |
+
"eval_accuracy": 0.8710710970485193,
|
105 |
+
"eval_f1": 0.8710710970485193,
|
106 |
+
"eval_loss": 0.41007000207901,
|
107 |
+
"eval_precision": 0.8710710970485193,
|
108 |
+
"eval_recall": 0.8710710970485193,
|
109 |
+
"eval_runtime": 41.5981,
|
110 |
+
"eval_samples_per_second": 38.632,
|
111 |
+
"eval_steps_per_second": 2.428,
|
112 |
+
"step": 800
|
113 |
+
},
|
114 |
+
{
|
115 |
+
"epoch": 0.47974413646055436,
|
116 |
+
"eval_accuracy": 0.8397596494555182,
|
117 |
+
"eval_f1": 0.8397596494555181,
|
118 |
+
"eval_loss": 0.469059020280838,
|
119 |
+
"eval_precision": 0.8397596494555182,
|
120 |
+
"eval_recall": 0.8397596494555182,
|
121 |
+
"eval_runtime": 42.8271,
|
122 |
+
"eval_samples_per_second": 37.523,
|
123 |
+
"eval_steps_per_second": 2.358,
|
124 |
+
"step": 900
|
125 |
+
},
|
126 |
+
{
|
127 |
+
"epoch": 0.5330490405117271,
|
128 |
+
"grad_norm": 1.78385591506958,
|
129 |
+
"learning_rate": 9.392324093816631e-06,
|
130 |
+
"loss": 0.4575,
|
131 |
+
"step": 1000
|
132 |
+
},
|
133 |
+
{
|
134 |
+
"epoch": 0.5330490405117271,
|
135 |
+
"eval_accuracy": 0.8009322566800083,
|
136 |
+
"eval_f1": 0.8009322566800084,
|
137 |
+
"eval_loss": 0.4894373416900635,
|
138 |
+
"eval_precision": 0.8009322566800083,
|
139 |
+
"eval_recall": 0.8009322566800083,
|
140 |
+
"eval_runtime": 45.5517,
|
141 |
+
"eval_samples_per_second": 35.279,
|
142 |
+
"eval_steps_per_second": 2.217,
|
143 |
+
"step": 1000
|
144 |
+
},
|
145 |
+
{
|
146 |
+
"epoch": 0.5863539445628998,
|
147 |
+
"eval_accuracy": 0.8552706438959147,
|
148 |
+
"eval_f1": 0.8552706438959147,
|
149 |
+
"eval_loss": 0.427526593208313,
|
150 |
+
"eval_precision": 0.8552706438959147,
|
151 |
+
"eval_recall": 0.8552706438959147,
|
152 |
+
"eval_runtime": 41.1754,
|
153 |
+
"eval_samples_per_second": 39.028,
|
154 |
+
"eval_steps_per_second": 2.453,
|
155 |
+
"step": 1100
|
156 |
+
},
|
157 |
+
{
|
158 |
+
"epoch": 0.6396588486140725,
|
159 |
+
"eval_accuracy": 0.88568377134758,
|
160 |
+
"eval_f1": 0.88568377134758,
|
161 |
+
"eval_loss": 0.3613550066947937,
|
162 |
+
"eval_precision": 0.88568377134758,
|
163 |
+
"eval_recall": 0.88568377134758,
|
164 |
+
"eval_runtime": 43.3876,
|
165 |
+
"eval_samples_per_second": 37.038,
|
166 |
+
"eval_steps_per_second": 2.328,
|
167 |
+
"step": 1200
|
168 |
+
}
|
169 |
+
],
|
170 |
+
"logging_steps": 500,
|
171 |
+
"max_steps": 1876,
|
172 |
+
"num_input_tokens_seen": 0,
|
173 |
+
"num_train_epochs": 1,
|
174 |
+
"save_steps": 100,
|
175 |
+
"stateful_callbacks": {
|
176 |
+
"TrainerControl": {
|
177 |
+
"args": {
|
178 |
+
"should_epoch_stop": false,
|
179 |
+
"should_evaluate": false,
|
180 |
+
"should_log": false,
|
181 |
+
"should_save": true,
|
182 |
+
"should_training_stop": false
|
183 |
+
},
|
184 |
+
"attributes": {}
|
185 |
+
}
|
186 |
+
},
|
187 |
+
"total_flos": 2670453492940800.0,
|
188 |
+
"train_batch_size": 8,
|
189 |
+
"trial_name": null,
|
190 |
+
"trial_params": null
|
191 |
+
}
|
checkpoint-1200/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:310ed091c3918a1d9ebfef484979290e5f98817614fea477d6988c3c827bc379
|
3 |
+
size 5304
|