stulcrad commited on
Commit
b657aba
·
verified ·
1 Parent(s): 392417f

Training in progress, epoch 1

Browse files
config.json CHANGED
@@ -8,7 +8,7 @@
8
  "classifier_dropout": null,
9
  "eos_token_id": 2,
10
  "hidden_act": "gelu",
11
- "hidden_dropout_prob": 0.4,
12
  "hidden_size": 1024,
13
  "id2label": {
14
  "0": "O",
 
8
  "classifier_dropout": null,
9
  "eos_token_id": 2,
10
  "hidden_act": "gelu",
11
+ "hidden_dropout_prob": 0.25,
12
  "hidden_size": 1024,
13
  "id2label": {
14
  "0": "O",
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:4680459157412298d93395ef5f003554d765a9bff4da0861248a75ae8e04c709
3
  size 2235760364
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f09d8d496ae081bf04ca22ff4ae34ccfe0eaefbcdf2bbe50c822c39e19052ba0
3
  size 2235760364
tmp-checkpoint-14088/config.json ADDED
@@ -0,0 +1,202 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "FacebookAI/xlm-roberta-large",
3
+ "architectures": [
4
+ "XLMRobertaForTokenClassification"
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": 0.4,
12
+ "hidden_size": 1024,
13
+ "id2label": {
14
+ "0": "O",
15
+ "1": "B-ah",
16
+ "2": "I-ah",
17
+ "3": "B-at",
18
+ "4": "I-at",
19
+ "5": "B-az",
20
+ "6": "I-az",
21
+ "7": "B-g_",
22
+ "8": "I-g_",
23
+ "9": "B-gc",
24
+ "10": "I-gc",
25
+ "11": "B-gh",
26
+ "12": "I-gh",
27
+ "13": "B-gl",
28
+ "14": "I-gl",
29
+ "15": "B-gp",
30
+ "16": "I-gp",
31
+ "17": "B-gq",
32
+ "18": "I-gq",
33
+ "19": "B-gr",
34
+ "20": "I-gr",
35
+ "21": "B-gs",
36
+ "22": "I-gs",
37
+ "23": "B-gt",
38
+ "24": "I-gt",
39
+ "25": "B-gu",
40
+ "26": "I-gu",
41
+ "27": "B-i_",
42
+ "28": "I-i_",
43
+ "29": "B-ia",
44
+ "30": "I-ia",
45
+ "31": "B-ic",
46
+ "32": "I-ic",
47
+ "33": "B-if",
48
+ "34": "I-if",
49
+ "35": "B-io",
50
+ "36": "I-io",
51
+ "37": "B-mn",
52
+ "38": "I-mn",
53
+ "39": "B-mt",
54
+ "40": "I-mt",
55
+ "41": "B-mr",
56
+ "42": "I-mr",
57
+ "43": "B-o_",
58
+ "44": "I-o_",
59
+ "45": "B-oa",
60
+ "46": "I-oa",
61
+ "47": "B-oc",
62
+ "48": "I-oc",
63
+ "49": "B-oe",
64
+ "50": "I-oe",
65
+ "51": "B-om",
66
+ "52": "I-om",
67
+ "53": "B-op",
68
+ "54": "I-op",
69
+ "55": "B-or",
70
+ "56": "I-or",
71
+ "57": "B-p_",
72
+ "58": "I-p_",
73
+ "59": "B-pb",
74
+ "60": "I-pb",
75
+ "61": "B-pc",
76
+ "62": "I-pc",
77
+ "63": "B-pd",
78
+ "64": "I-pd",
79
+ "65": "B-pf",
80
+ "66": "I-pf",
81
+ "67": "B-pm",
82
+ "68": "I-pm",
83
+ "69": "B-pp",
84
+ "70": "I-pp",
85
+ "71": "B-ps",
86
+ "72": "I-ps",
87
+ "73": "B-td",
88
+ "74": "I-td",
89
+ "75": "B-tf",
90
+ "76": "I-tf",
91
+ "77": "B-th",
92
+ "78": "I-th",
93
+ "79": "B-ti",
94
+ "80": "I-ti",
95
+ "81": "B-tm",
96
+ "82": "I-tm",
97
+ "83": "B-ty",
98
+ "84": "I-ty"
99
+ },
100
+ "initializer_range": 0.02,
101
+ "intermediate_size": 4096,
102
+ "label2id": {
103
+ "B-ah": 1,
104
+ "B-at": 3,
105
+ "B-az": 5,
106
+ "B-g_": 7,
107
+ "B-gc": 9,
108
+ "B-gh": 11,
109
+ "B-gl": 13,
110
+ "B-gp": 15,
111
+ "B-gq": 17,
112
+ "B-gr": 19,
113
+ "B-gs": 21,
114
+ "B-gt": 23,
115
+ "B-gu": 25,
116
+ "B-i_": 27,
117
+ "B-ia": 29,
118
+ "B-ic": 31,
119
+ "B-if": 33,
120
+ "B-io": 35,
121
+ "B-mn": 37,
122
+ "B-mr": 41,
123
+ "B-mt": 39,
124
+ "B-o_": 43,
125
+ "B-oa": 45,
126
+ "B-oc": 47,
127
+ "B-oe": 49,
128
+ "B-om": 51,
129
+ "B-op": 53,
130
+ "B-or": 55,
131
+ "B-p_": 57,
132
+ "B-pb": 59,
133
+ "B-pc": 61,
134
+ "B-pd": 63,
135
+ "B-pf": 65,
136
+ "B-pm": 67,
137
+ "B-pp": 69,
138
+ "B-ps": 71,
139
+ "B-td": 73,
140
+ "B-tf": 75,
141
+ "B-th": 77,
142
+ "B-ti": 79,
143
+ "B-tm": 81,
144
+ "B-ty": 83,
145
+ "I-ah": 2,
146
+ "I-at": 4,
147
+ "I-az": 6,
148
+ "I-g_": 8,
149
+ "I-gc": 10,
150
+ "I-gh": 12,
151
+ "I-gl": 14,
152
+ "I-gp": 16,
153
+ "I-gq": 18,
154
+ "I-gr": 20,
155
+ "I-gs": 22,
156
+ "I-gt": 24,
157
+ "I-gu": 26,
158
+ "I-i_": 28,
159
+ "I-ia": 30,
160
+ "I-ic": 32,
161
+ "I-if": 34,
162
+ "I-io": 36,
163
+ "I-mn": 38,
164
+ "I-mr": 42,
165
+ "I-mt": 40,
166
+ "I-o_": 44,
167
+ "I-oa": 46,
168
+ "I-oc": 48,
169
+ "I-oe": 50,
170
+ "I-om": 52,
171
+ "I-op": 54,
172
+ "I-or": 56,
173
+ "I-p_": 58,
174
+ "I-pb": 60,
175
+ "I-pc": 62,
176
+ "I-pd": 64,
177
+ "I-pf": 66,
178
+ "I-pm": 68,
179
+ "I-pp": 70,
180
+ "I-ps": 72,
181
+ "I-td": 74,
182
+ "I-tf": 76,
183
+ "I-th": 78,
184
+ "I-ti": 80,
185
+ "I-tm": 82,
186
+ "I-ty": 84,
187
+ "O": 0
188
+ },
189
+ "layer_norm_eps": 1e-05,
190
+ "max_position_embeddings": 514,
191
+ "model_type": "xlm-roberta",
192
+ "num_attention_heads": 16,
193
+ "num_hidden_layers": 24,
194
+ "output_past": true,
195
+ "pad_token_id": 1,
196
+ "position_embedding_type": "absolute",
197
+ "torch_dtype": "float32",
198
+ "transformers_version": "4.36.2",
199
+ "type_vocab_size": 1,
200
+ "use_cache": true,
201
+ "vocab_size": 250002
202
+ }
tmp-checkpoint-14088/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8c9ef5ec0ced919b674066492dfd945071c1e37431302dca4d66de17c698a27c
3
+ size 2235760364
tmp-checkpoint-14088/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:91deef4f829b7a5d87b87e6805f61868a9cadc4ae4dc7489aced83ac9da2742a
3
+ size 4471754431
tmp-checkpoint-14088/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ac9db8b2d74df15a2e8d1b0931dd5e6f4e66a644079c6db86e137a2efdacb84c
3
+ size 14244
tmp-checkpoint-14088/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b91728cdb58910e6dd029ad2a96685ab110fdaa247c8482958b98a5cf8dc5ef0
3
+ size 1064
tmp-checkpoint-14088/sentencepiece.bpe.model ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:cfc8146abe2a0488e9e2a0c56de7952f7c11ab059eca145a0a727afce0db2865
3
+ size 5069051
tmp-checkpoint-14088/special_tokens_map.json ADDED
@@ -0,0 +1,15 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "bos_token": "<s>",
3
+ "cls_token": "<s>",
4
+ "eos_token": "</s>",
5
+ "mask_token": {
6
+ "content": "<mask>",
7
+ "lstrip": true,
8
+ "normalized": false,
9
+ "rstrip": false,
10
+ "single_word": false
11
+ },
12
+ "pad_token": "<pad>",
13
+ "sep_token": "</s>",
14
+ "unk_token": "<unk>"
15
+ }
tmp-checkpoint-14088/tokenizer.json ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f59925fcb90c92b894cb93e51bb9b4a6105c5c249fe54ce1c704420ac39b81af
3
+ size 17082756
tmp-checkpoint-14088/tokenizer_config.json ADDED
@@ -0,0 +1,55 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "add_prefix_space": true,
3
+ "added_tokens_decoder": {
4
+ "0": {
5
+ "content": "<s>",
6
+ "lstrip": false,
7
+ "normalized": false,
8
+ "rstrip": false,
9
+ "single_word": false,
10
+ "special": true
11
+ },
12
+ "1": {
13
+ "content": "<pad>",
14
+ "lstrip": false,
15
+ "normalized": false,
16
+ "rstrip": false,
17
+ "single_word": false,
18
+ "special": true
19
+ },
20
+ "2": {
21
+ "content": "</s>",
22
+ "lstrip": false,
23
+ "normalized": false,
24
+ "rstrip": false,
25
+ "single_word": false,
26
+ "special": true
27
+ },
28
+ "3": {
29
+ "content": "<unk>",
30
+ "lstrip": false,
31
+ "normalized": false,
32
+ "rstrip": false,
33
+ "single_word": false,
34
+ "special": true
35
+ },
36
+ "250001": {
37
+ "content": "<mask>",
38
+ "lstrip": true,
39
+ "normalized": false,
40
+ "rstrip": false,
41
+ "single_word": false,
42
+ "special": true
43
+ }
44
+ },
45
+ "bos_token": "<s>",
46
+ "clean_up_tokenization_spaces": true,
47
+ "cls_token": "<s>",
48
+ "eos_token": "</s>",
49
+ "mask_token": "<mask>",
50
+ "model_max_length": 512,
51
+ "pad_token": "<pad>",
52
+ "sep_token": "</s>",
53
+ "tokenizer_class": "XLMRobertaTokenizer",
54
+ "unk_token": "<unk>"
55
+ }
tmp-checkpoint-14088/trainer_state.json ADDED
@@ -0,0 +1,261 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.8202488202488203,
3
+ "best_model_checkpoint": "models/CNEC1_1_xlm-roberta-large/checkpoint-14088",
4
+ "epoch": 6.0,
5
+ "eval_steps": 500,
6
+ "global_step": 14088,
7
+ "is_hyper_param_search": false,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 0.21,
13
+ "learning_rate": 1.9716070414537196e-05,
14
+ "loss": 1.3576,
15
+ "step": 500
16
+ },
17
+ {
18
+ "epoch": 0.43,
19
+ "learning_rate": 1.943214082907439e-05,
20
+ "loss": 1.0705,
21
+ "step": 1000
22
+ },
23
+ {
24
+ "epoch": 0.64,
25
+ "learning_rate": 1.9148211243611586e-05,
26
+ "loss": 0.8038,
27
+ "step": 1500
28
+ },
29
+ {
30
+ "epoch": 0.85,
31
+ "learning_rate": 1.886428165814878e-05,
32
+ "loss": 0.6997,
33
+ "step": 2000
34
+ },
35
+ {
36
+ "epoch": 1.0,
37
+ "eval_accuracy": 0.9015184043093016,
38
+ "eval_f1": 0.634045200082936,
39
+ "eval_loss": 0.47193410992622375,
40
+ "eval_precision": 0.5977326035965598,
41
+ "eval_recall": 0.6750551876379691,
42
+ "eval_runtime": 5.8847,
43
+ "eval_samples_per_second": 99.751,
44
+ "eval_steps_per_second": 49.96,
45
+ "step": 2348
46
+ },
47
+ {
48
+ "epoch": 1.06,
49
+ "learning_rate": 1.8580352072685975e-05,
50
+ "loss": 0.6216,
51
+ "step": 2500
52
+ },
53
+ {
54
+ "epoch": 1.28,
55
+ "learning_rate": 1.829642248722317e-05,
56
+ "loss": 0.5899,
57
+ "step": 3000
58
+ },
59
+ {
60
+ "epoch": 1.49,
61
+ "learning_rate": 1.8012492901760365e-05,
62
+ "loss": 0.5431,
63
+ "step": 3500
64
+ },
65
+ {
66
+ "epoch": 1.7,
67
+ "learning_rate": 1.772856331629756e-05,
68
+ "loss": 0.5252,
69
+ "step": 4000
70
+ },
71
+ {
72
+ "epoch": 1.92,
73
+ "learning_rate": 1.7444633730834754e-05,
74
+ "loss": 0.4756,
75
+ "step": 4500
76
+ },
77
+ {
78
+ "epoch": 2.0,
79
+ "eval_accuracy": 0.9339162340450446,
80
+ "eval_f1": 0.7610769556921773,
81
+ "eval_loss": 0.3348279595375061,
82
+ "eval_precision": 0.7320554649265906,
83
+ "eval_recall": 0.7924944812362031,
84
+ "eval_runtime": 5.9019,
85
+ "eval_samples_per_second": 99.459,
86
+ "eval_steps_per_second": 49.814,
87
+ "step": 4696
88
+ },
89
+ {
90
+ "epoch": 2.13,
91
+ "learning_rate": 1.716070414537195e-05,
92
+ "loss": 0.4742,
93
+ "step": 5000
94
+ },
95
+ {
96
+ "epoch": 2.34,
97
+ "learning_rate": 1.6876774559909144e-05,
98
+ "loss": 0.4196,
99
+ "step": 5500
100
+ },
101
+ {
102
+ "epoch": 2.56,
103
+ "learning_rate": 1.659284497444634e-05,
104
+ "loss": 0.4043,
105
+ "step": 6000
106
+ },
107
+ {
108
+ "epoch": 2.77,
109
+ "learning_rate": 1.6308915388983533e-05,
110
+ "loss": 0.46,
111
+ "step": 6500
112
+ },
113
+ {
114
+ "epoch": 2.98,
115
+ "learning_rate": 1.6024985803520728e-05,
116
+ "loss": 0.3944,
117
+ "step": 7000
118
+ },
119
+ {
120
+ "epoch": 3.0,
121
+ "eval_accuracy": 0.9385612240914946,
122
+ "eval_f1": 0.7840034217279727,
123
+ "eval_loss": 0.30876749753952026,
124
+ "eval_precision": 0.7602654500207383,
125
+ "eval_recall": 0.8092715231788079,
126
+ "eval_runtime": 5.8788,
127
+ "eval_samples_per_second": 99.85,
128
+ "eval_steps_per_second": 50.01,
129
+ "step": 7044
130
+ },
131
+ {
132
+ "epoch": 3.19,
133
+ "learning_rate": 1.5741056218057923e-05,
134
+ "loss": 0.3589,
135
+ "step": 7500
136
+ },
137
+ {
138
+ "epoch": 3.41,
139
+ "learning_rate": 1.5457126632595118e-05,
140
+ "loss": 0.3685,
141
+ "step": 8000
142
+ },
143
+ {
144
+ "epoch": 3.62,
145
+ "learning_rate": 1.5173197047132312e-05,
146
+ "loss": 0.3812,
147
+ "step": 8500
148
+ },
149
+ {
150
+ "epoch": 3.83,
151
+ "learning_rate": 1.4889267461669507e-05,
152
+ "loss": 0.3682,
153
+ "step": 9000
154
+ },
155
+ {
156
+ "epoch": 4.0,
157
+ "eval_accuracy": 0.9458995276942894,
158
+ "eval_f1": 0.8104856037816931,
159
+ "eval_loss": 0.2806117832660675,
160
+ "eval_precision": 0.7894516534114693,
161
+ "eval_recall": 0.8326710816777042,
162
+ "eval_runtime": 5.9429,
163
+ "eval_samples_per_second": 98.773,
164
+ "eval_steps_per_second": 49.47,
165
+ "step": 9392
166
+ },
167
+ {
168
+ "epoch": 4.05,
169
+ "learning_rate": 1.4605337876206702e-05,
170
+ "loss": 0.3384,
171
+ "step": 9500
172
+ },
173
+ {
174
+ "epoch": 4.26,
175
+ "learning_rate": 1.4321408290743897e-05,
176
+ "loss": 0.3283,
177
+ "step": 10000
178
+ },
179
+ {
180
+ "epoch": 4.47,
181
+ "learning_rate": 1.4037478705281091e-05,
182
+ "loss": 0.293,
183
+ "step": 10500
184
+ },
185
+ {
186
+ "epoch": 4.68,
187
+ "learning_rate": 1.3753549119818286e-05,
188
+ "loss": 0.3297,
189
+ "step": 11000
190
+ },
191
+ {
192
+ "epoch": 4.9,
193
+ "learning_rate": 1.346961953435548e-05,
194
+ "loss": 0.331,
195
+ "step": 11500
196
+ },
197
+ {
198
+ "epoch": 5.0,
199
+ "eval_accuracy": 0.9441039853233928,
200
+ "eval_f1": 0.8113004097476818,
201
+ "eval_loss": 0.2846803665161133,
202
+ "eval_precision": 0.7930016863406408,
203
+ "eval_recall": 0.8304635761589404,
204
+ "eval_runtime": 6.1995,
205
+ "eval_samples_per_second": 94.685,
206
+ "eval_steps_per_second": 47.423,
207
+ "step": 11740
208
+ },
209
+ {
210
+ "epoch": 5.11,
211
+ "learning_rate": 1.3185689948892676e-05,
212
+ "loss": 0.3012,
213
+ "step": 12000
214
+ },
215
+ {
216
+ "epoch": 5.32,
217
+ "learning_rate": 1.2901760363429869e-05,
218
+ "loss": 0.3,
219
+ "step": 12500
220
+ },
221
+ {
222
+ "epoch": 5.54,
223
+ "learning_rate": 1.2617830777967067e-05,
224
+ "loss": 0.2906,
225
+ "step": 13000
226
+ },
227
+ {
228
+ "epoch": 5.75,
229
+ "learning_rate": 1.2333901192504261e-05,
230
+ "loss": 0.2722,
231
+ "step": 13500
232
+ },
233
+ {
234
+ "epoch": 5.96,
235
+ "learning_rate": 1.2049971607041454e-05,
236
+ "loss": 0.2882,
237
+ "step": 14000
238
+ },
239
+ {
240
+ "epoch": 6.0,
241
+ "eval_accuracy": 0.9443772200320075,
242
+ "eval_f1": 0.8202488202488203,
243
+ "eval_loss": 0.2983391284942627,
244
+ "eval_precision": 0.7976637463496037,
245
+ "eval_recall": 0.844150110375276,
246
+ "eval_runtime": 5.8822,
247
+ "eval_samples_per_second": 99.793,
248
+ "eval_steps_per_second": 49.981,
249
+ "step": 14088
250
+ }
251
+ ],
252
+ "logging_steps": 500,
253
+ "max_steps": 35220,
254
+ "num_input_tokens_seen": 0,
255
+ "num_train_epochs": 15,
256
+ "save_steps": 500,
257
+ "total_flos": 3074016120337854.0,
258
+ "train_batch_size": 2,
259
+ "trial_name": null,
260
+ "trial_params": null
261
+ }
tmp-checkpoint-14088/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:fd8b926a569cc8dfe6413032865c13f21937df780baf481be0cd8e8e635836c7
3
+ size 4728
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:fd8b926a569cc8dfe6413032865c13f21937df780baf481be0cd8e8e635836c7
3
  size 4728
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:26d3e140e215160a384e862c60895f5d329429f13fc06e65c51efbadb0afb6e1
3
  size 4728