Training in progress, step 1000, checkpoint
Browse files- last-checkpoint/added_tokens.json +3 -0
- last-checkpoint/config.json +214 -0
- last-checkpoint/model.safetensors +3 -0
- last-checkpoint/optimizer.pt +3 -0
- last-checkpoint/rng_state.pth +3 -0
- last-checkpoint/scheduler.pt +3 -0
- last-checkpoint/special_tokens_map.json +15 -0
- last-checkpoint/spm.model +3 -0
- last-checkpoint/tokenizer.json +0 -0
- last-checkpoint/tokenizer_config.json +58 -0
- last-checkpoint/trainer_state.json +68 -0
- last-checkpoint/training_args.bin +3 -0
last-checkpoint/added_tokens.json
ADDED
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@@ -0,0 +1,3 @@
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{
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"[MASK]": 128000
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}
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last-checkpoint/config.json
ADDED
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@@ -0,0 +1,214 @@
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| 1 |
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{
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| 2 |
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"_name_or_path": "microsoft/deberta-v3-small",
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| 3 |
+
"architectures": [
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| 4 |
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"DebertaV2ForSequenceClassification"
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| 5 |
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],
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| 6 |
+
"attention_probs_dropout_prob": 0.1,
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| 7 |
+
"hidden_act": "gelu",
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| 8 |
+
"hidden_dropout_prob": 0.1,
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| 9 |
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"hidden_size": 768,
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| 10 |
+
"id2label": {
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| 11 |
+
"0": "Indigenous Peoples",
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| 12 |
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"1": "Investment Climate",
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| 13 |
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"2": "Marine Plastic Pollution",
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| 14 |
+
"3": "Poverty",
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| 15 |
+
"4": "Water",
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| 16 |
+
"5": "Measuring Poverty",
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| 17 |
+
"6": "Energy",
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| 18 |
+
"7": "Sustainable Communities",
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| 19 |
+
"8": "Disability Inclusion",
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| 20 |
+
"9": "Macroeconomics",
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| 21 |
+
"10": "Early Childhood Development",
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| 22 |
+
"11": "Mining Investment and Governance Review",
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| 23 |
+
"12": "Infrastructure",
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| 24 |
+
"13": "Community-Driven Development",
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| 25 |
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"14": "Land",
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| 26 |
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"15": "Innovation and Entrepreneurship",
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| 27 |
+
"16": "Competitiveness",
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| 28 |
+
"17": "Biodiversity",
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| 29 |
+
"18": "Debt",
|
| 30 |
+
"19": "Higher Education",
|
| 31 |
+
"20": "Livestock and Sustainability",
|
| 32 |
+
"21": "Universal Health Coverage",
|
| 33 |
+
"22": "Nutrition",
|
| 34 |
+
"23": "Education and Technology",
|
| 35 |
+
"24": "Small and Medium Enterprises Finance",
|
| 36 |
+
"25": "Climate-Smart Agriculture",
|
| 37 |
+
"26": "Food Security Update",
|
| 38 |
+
"27": "Inclusive Cities",
|
| 39 |
+
"28": "Jobs & Development",
|
| 40 |
+
"29": "Migration",
|
| 41 |
+
"30": "Infectious diseases and Vaccines",
|
| 42 |
+
"31": "Social Protection",
|
| 43 |
+
"32": "Skills Development",
|
| 44 |
+
"33": "Governance",
|
| 45 |
+
"34": "Pollution",
|
| 46 |
+
"35": "Inequality and Shared Prosperity",
|
| 47 |
+
"36": "Oceans, Fisheries, and Coastal Economies",
|
| 48 |
+
"37": "Global Value Chains",
|
| 49 |
+
"38": "Pensions",
|
| 50 |
+
"39": "Food System Jobs",
|
| 51 |
+
"40": "Debt Relief",
|
| 52 |
+
"41": "Sexual Orientation and Gender Identity",
|
| 53 |
+
"42": "Education",
|
| 54 |
+
"43": "Regional Integration",
|
| 55 |
+
"44": "Jobs and Development",
|
| 56 |
+
"45": "Competition Policy",
|
| 57 |
+
"46": "Fragility, Conflict, and Violence",
|
| 58 |
+
"47": "Urban Development",
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| 59 |
+
"48": "Pandemic Preparedness and COVID-19",
|
| 60 |
+
"49": "Safety Nets and Cash Transfers",
|
| 61 |
+
"50": "Financial Sector",
|
| 62 |
+
"51": "Climate Change",
|
| 63 |
+
"52": "Transport",
|
| 64 |
+
"53": "COVID-19 Hub",
|
| 65 |
+
"54": "Financial Stability",
|
| 66 |
+
"55": "Gender",
|
| 67 |
+
"56": "Natural Capital",
|
| 68 |
+
"57": "Water in Agriculture",
|
| 69 |
+
"58": "Taxes and Government Revenue",
|
| 70 |
+
"59": "Labor Markets",
|
| 71 |
+
"60": "Trade Facilitation and Logistics",
|
| 72 |
+
"61": "Long-Term Finance",
|
| 73 |
+
"62": "Teachers",
|
| 74 |
+
"63": "Sanitation",
|
| 75 |
+
"64": "Forests and Landscapes",
|
| 76 |
+
"65": "Financial Integrity",
|
| 77 |
+
"66": "Payment Systems",
|
| 78 |
+
"67": "Social Inclusion",
|
| 79 |
+
"68": "Health",
|
| 80 |
+
"69": "Girls' Education",
|
| 81 |
+
"70": "Credit Infrastructure",
|
| 82 |
+
"71": "Social Sustainability and Inclusion",
|
| 83 |
+
"72": "Trade",
|
| 84 |
+
"73": "Financial Inclusion",
|
| 85 |
+
"74": "Global Financing Facility for Women, Children and Adolescents",
|
| 86 |
+
"75": "Sustainable Infrastructure Finance",
|
| 87 |
+
"76": "Extractive Industries",
|
| 88 |
+
"77": "Procurement for Development",
|
| 89 |
+
"78": "Agriculture and Food",
|
| 90 |
+
"79": "Water Supply",
|
| 91 |
+
"80": "Disaster Risk Management",
|
| 92 |
+
"81": "One Health",
|
| 93 |
+
"82": "Environment",
|
| 94 |
+
"83": "Digital Development",
|
| 95 |
+
"84": "Agribusiness and Value Chains",
|
| 96 |
+
"85": "Gas Flaring Reduction",
|
| 97 |
+
"86": "Water Resources Management"
|
| 98 |
+
},
|
| 99 |
+
"initializer_range": 0.02,
|
| 100 |
+
"intermediate_size": 3072,
|
| 101 |
+
"label2id": {
|
| 102 |
+
"Agribusiness and Value Chains": 84,
|
| 103 |
+
"Agriculture and Food": 78,
|
| 104 |
+
"Biodiversity": 17,
|
| 105 |
+
"COVID-19 Hub": 53,
|
| 106 |
+
"Climate Change": 51,
|
| 107 |
+
"Climate-Smart Agriculture": 25,
|
| 108 |
+
"Community-Driven Development": 13,
|
| 109 |
+
"Competition Policy": 45,
|
| 110 |
+
"Competitiveness": 16,
|
| 111 |
+
"Credit Infrastructure": 70,
|
| 112 |
+
"Debt": 18,
|
| 113 |
+
"Debt Relief": 40,
|
| 114 |
+
"Digital Development": 83,
|
| 115 |
+
"Disability Inclusion": 8,
|
| 116 |
+
"Disaster Risk Management": 80,
|
| 117 |
+
"Early Childhood Development": 10,
|
| 118 |
+
"Education": 42,
|
| 119 |
+
"Education and Technology": 23,
|
| 120 |
+
"Energy": 6,
|
| 121 |
+
"Environment": 82,
|
| 122 |
+
"Extractive Industries": 76,
|
| 123 |
+
"Financial Inclusion": 73,
|
| 124 |
+
"Financial Integrity": 65,
|
| 125 |
+
"Financial Sector": 50,
|
| 126 |
+
"Financial Stability": 54,
|
| 127 |
+
"Food Security Update": 26,
|
| 128 |
+
"Food System Jobs": 39,
|
| 129 |
+
"Forests and Landscapes": 64,
|
| 130 |
+
"Fragility, Conflict, and Violence": 46,
|
| 131 |
+
"Gas Flaring Reduction": 85,
|
| 132 |
+
"Gender": 55,
|
| 133 |
+
"Girls' Education": 69,
|
| 134 |
+
"Global Financing Facility for Women, Children and Adolescents": 74,
|
| 135 |
+
"Global Value Chains": 37,
|
| 136 |
+
"Governance": 33,
|
| 137 |
+
"Health": 68,
|
| 138 |
+
"Higher Education": 19,
|
| 139 |
+
"Inclusive Cities": 27,
|
| 140 |
+
"Indigenous Peoples": 0,
|
| 141 |
+
"Inequality and Shared Prosperity": 35,
|
| 142 |
+
"Infectious diseases and Vaccines": 30,
|
| 143 |
+
"Infrastructure": 12,
|
| 144 |
+
"Innovation and Entrepreneurship": 15,
|
| 145 |
+
"Investment Climate": 1,
|
| 146 |
+
"Jobs & Development": 28,
|
| 147 |
+
"Jobs and Development": 44,
|
| 148 |
+
"Labor Markets": 59,
|
| 149 |
+
"Land": 14,
|
| 150 |
+
"Livestock and Sustainability": 20,
|
| 151 |
+
"Long-Term Finance": 61,
|
| 152 |
+
"Macroeconomics": 9,
|
| 153 |
+
"Marine Plastic Pollution": 2,
|
| 154 |
+
"Measuring Poverty": 5,
|
| 155 |
+
"Migration": 29,
|
| 156 |
+
"Mining Investment and Governance Review": 11,
|
| 157 |
+
"Natural Capital": 56,
|
| 158 |
+
"Nutrition": 22,
|
| 159 |
+
"Oceans, Fisheries, and Coastal Economies": 36,
|
| 160 |
+
"One Health": 81,
|
| 161 |
+
"Pandemic Preparedness and COVID-19": 48,
|
| 162 |
+
"Payment Systems": 66,
|
| 163 |
+
"Pensions": 38,
|
| 164 |
+
"Pollution": 34,
|
| 165 |
+
"Poverty": 3,
|
| 166 |
+
"Procurement for Development": 77,
|
| 167 |
+
"Regional Integration": 43,
|
| 168 |
+
"Safety Nets and Cash Transfers": 49,
|
| 169 |
+
"Sanitation": 63,
|
| 170 |
+
"Sexual Orientation and Gender Identity": 41,
|
| 171 |
+
"Skills Development": 32,
|
| 172 |
+
"Small and Medium Enterprises Finance": 24,
|
| 173 |
+
"Social Inclusion": 67,
|
| 174 |
+
"Social Protection": 31,
|
| 175 |
+
"Social Sustainability and Inclusion": 71,
|
| 176 |
+
"Sustainable Communities": 7,
|
| 177 |
+
"Sustainable Infrastructure Finance": 75,
|
| 178 |
+
"Taxes and Government Revenue": 58,
|
| 179 |
+
"Teachers": 62,
|
| 180 |
+
"Trade": 72,
|
| 181 |
+
"Trade Facilitation and Logistics": 60,
|
| 182 |
+
"Transport": 52,
|
| 183 |
+
"Universal Health Coverage": 21,
|
| 184 |
+
"Urban Development": 47,
|
| 185 |
+
"Water": 4,
|
| 186 |
+
"Water Resources Management": 86,
|
| 187 |
+
"Water Supply": 79,
|
| 188 |
+
"Water in Agriculture": 57
|
| 189 |
+
},
|
| 190 |
+
"layer_norm_eps": 1e-07,
|
| 191 |
+
"max_position_embeddings": 512,
|
| 192 |
+
"max_relative_positions": -1,
|
| 193 |
+
"model_type": "deberta-v2",
|
| 194 |
+
"norm_rel_ebd": "layer_norm",
|
| 195 |
+
"num_attention_heads": 12,
|
| 196 |
+
"num_hidden_layers": 6,
|
| 197 |
+
"pad_token_id": 0,
|
| 198 |
+
"pooler_dropout": 0,
|
| 199 |
+
"pooler_hidden_act": "gelu",
|
| 200 |
+
"pooler_hidden_size": 768,
|
| 201 |
+
"pos_att_type": [
|
| 202 |
+
"p2c",
|
| 203 |
+
"c2p"
|
| 204 |
+
],
|
| 205 |
+
"position_biased_input": false,
|
| 206 |
+
"position_buckets": 256,
|
| 207 |
+
"problem_type": "multi_label_classification",
|
| 208 |
+
"relative_attention": true,
|
| 209 |
+
"share_att_key": true,
|
| 210 |
+
"torch_dtype": "float32",
|
| 211 |
+
"transformers_version": "4.44.2",
|
| 212 |
+
"type_vocab_size": 0,
|
| 213 |
+
"vocab_size": 128100
|
| 214 |
+
}
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last-checkpoint/model.safetensors
ADDED
|
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| 1 |
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version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:d81f15efc7e3ce404505af890ce245db75d3fad089f314bea69094fc866ae48f
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| 3 |
+
size 567860028
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last-checkpoint/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5b74b8a270a5e136d4cb1bc947db6a88e504750e9dfb9b70537956032d32bf08
|
| 3 |
+
size 1135783354
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last-checkpoint/rng_state.pth
ADDED
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| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:34649568145f465443beb487f2295ab3dad9e5f49f758646dd823029413e18fe
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| 3 |
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size 14244
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last-checkpoint/scheduler.pt
ADDED
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| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6738b50414b7586ab4f34326eb323b53ebbfc9f2270aeb8382e096dd7926d61b
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| 3 |
+
size 1064
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last-checkpoint/special_tokens_map.json
ADDED
|
@@ -0,0 +1,15 @@
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| 1 |
+
{
|
| 2 |
+
"bos_token": "[CLS]",
|
| 3 |
+
"cls_token": "[CLS]",
|
| 4 |
+
"eos_token": "[SEP]",
|
| 5 |
+
"mask_token": "[MASK]",
|
| 6 |
+
"pad_token": "[PAD]",
|
| 7 |
+
"sep_token": "[SEP]",
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| 8 |
+
"unk_token": {
|
| 9 |
+
"content": "[UNK]",
|
| 10 |
+
"lstrip": false,
|
| 11 |
+
"normalized": true,
|
| 12 |
+
"rstrip": false,
|
| 13 |
+
"single_word": false
|
| 14 |
+
}
|
| 15 |
+
}
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last-checkpoint/spm.model
ADDED
|
@@ -0,0 +1,3 @@
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|
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c679fbf93643d19aab7ee10c0b99e460bdbc02fedf34b92b05af343b4af586fd
|
| 3 |
+
size 2464616
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last-checkpoint/tokenizer.json
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last-checkpoint/tokenizer_config.json
ADDED
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{
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| 2 |
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"added_tokens_decoder": {
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| 3 |
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"0": {
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| 4 |
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"content": "[PAD]",
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| 5 |
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"lstrip": false,
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| 6 |
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"normalized": false,
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| 7 |
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"rstrip": false,
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| 8 |
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"single_word": false,
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| 9 |
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"special": true
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| 10 |
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},
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"1": {
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"content": "[CLS]",
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"lstrip": false,
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| 14 |
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"normalized": false,
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| 15 |
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"rstrip": false,
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| 16 |
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"single_word": false,
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| 17 |
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"special": true
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| 18 |
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},
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| 19 |
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"2": {
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| 20 |
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"content": "[SEP]",
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| 21 |
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"lstrip": false,
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| 22 |
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"normalized": false,
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| 23 |
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"rstrip": false,
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| 24 |
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"single_word": false,
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| 25 |
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"special": true
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| 26 |
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},
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| 27 |
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"3": {
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| 28 |
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"content": "[UNK]",
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| 29 |
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"lstrip": false,
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| 30 |
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"normalized": true,
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| 31 |
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"rstrip": false,
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| 32 |
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"single_word": false,
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| 33 |
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"special": true
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| 34 |
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},
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| 35 |
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"128000": {
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| 36 |
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"content": "[MASK]",
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| 37 |
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"lstrip": false,
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| 38 |
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"normalized": false,
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| 39 |
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"rstrip": false,
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| 40 |
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"single_word": false,
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| 41 |
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"special": true
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| 42 |
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}
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| 43 |
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},
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| 44 |
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"bos_token": "[CLS]",
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| 45 |
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"clean_up_tokenization_spaces": true,
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| 46 |
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"cls_token": "[CLS]",
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| 47 |
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"do_lower_case": false,
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| 48 |
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"eos_token": "[SEP]",
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| 49 |
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"mask_token": "[MASK]",
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| 50 |
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"model_max_length": 1000000000000000019884624838656,
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| 51 |
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"pad_token": "[PAD]",
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| 52 |
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"sep_token": "[SEP]",
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| 53 |
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"sp_model_kwargs": {},
|
| 54 |
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"split_by_punct": false,
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| 55 |
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"tokenizer_class": "DebertaV2Tokenizer",
|
| 56 |
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"unk_token": "[UNK]",
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| 57 |
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"vocab_type": "spm"
|
| 58 |
+
}
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last-checkpoint/trainer_state.json
ADDED
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@@ -0,0 +1,68 @@
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| 1 |
+
{
|
| 2 |
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"best_metric": 0.09022163599729538,
|
| 3 |
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"best_model_checkpoint": "doc-topic-model_eval-01_train-04/checkpoint-1000",
|
| 4 |
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"epoch": 0.4928536224741252,
|
| 5 |
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"eval_steps": 1000,
|
| 6 |
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"global_step": 1000,
|
| 7 |
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"is_hyper_param_search": false,
|
| 8 |
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"is_local_process_zero": true,
|
| 9 |
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"is_world_process_zero": true,
|
| 10 |
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"log_history": [
|
| 11 |
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{
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| 12 |
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"epoch": 0.2464268112370626,
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| 13 |
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"grad_norm": 0.36145079135894775,
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| 14 |
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"learning_rate": 1.9950714637752587e-05,
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| 15 |
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"loss": 0.1655,
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| 16 |
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"step": 500
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| 17 |
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},
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| 18 |
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{
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| 19 |
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"epoch": 0.4928536224741252,
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| 20 |
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"grad_norm": 0.3764462471008301,
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| 21 |
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"learning_rate": 1.990142927550518e-05,
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| 22 |
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"loss": 0.0934,
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| 23 |
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"step": 1000
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| 24 |
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},
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| 25 |
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{
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| 26 |
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"epoch": 0.4928536224741252,
|
| 27 |
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"eval_accuracy": 0.981383845685049,
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| 28 |
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"eval_f1": 0.0,
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| 29 |
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"eval_loss": 0.09022163599729538,
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| 30 |
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"eval_precision": 0.0,
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| 31 |
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"eval_recall": 0.0,
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| 32 |
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"eval_runtime": 12.1169,
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| 33 |
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"eval_samples_per_second": 669.315,
|
| 34 |
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"eval_steps_per_second": 2.641,
|
| 35 |
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"step": 1000
|
| 36 |
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}
|
| 37 |
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],
|
| 38 |
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"logging_steps": 500,
|
| 39 |
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"max_steps": 202900,
|
| 40 |
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"num_input_tokens_seen": 0,
|
| 41 |
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"num_train_epochs": 100,
|
| 42 |
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"save_steps": 1000,
|
| 43 |
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"stateful_callbacks": {
|
| 44 |
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"EarlyStoppingCallback": {
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| 45 |
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"args": {
|
| 46 |
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"early_stopping_patience": 5,
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| 47 |
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"early_stopping_threshold": 0.0
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| 48 |
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},
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| 49 |
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"attributes": {
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| 50 |
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"early_stopping_patience_counter": 0
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| 51 |
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}
|
| 52 |
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},
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| 53 |
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"TrainerControl": {
|
| 54 |
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"args": {
|
| 55 |
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"should_epoch_stop": false,
|
| 56 |
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"should_evaluate": false,
|
| 57 |
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"should_log": false,
|
| 58 |
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"should_save": true,
|
| 59 |
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"should_training_stop": false
|
| 60 |
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},
|
| 61 |
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"attributes": {}
|
| 62 |
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}
|
| 63 |
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},
|
| 64 |
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"total_flos": 22632134187960.0,
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| 65 |
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"train_batch_size": 4,
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| 66 |
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"trial_name": null,
|
| 67 |
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"trial_params": null
|
| 68 |
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}
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last-checkpoint/training_args.bin
ADDED
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@@ -0,0 +1,3 @@
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|
| 1 |
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version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:fd6f58ff2e62f73cef4c9bf6bdfaca122787011a910d0567bfe0b35ff16d1cac
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| 3 |
+
size 5240
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