Instructions to use tevykuch/finbert_cds with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use tevykuch/finbert_cds with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="tevykuch/finbert_cds")# Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("tevykuch/finbert_cds") model = AutoModelForSequenceClassification.from_pretrained("tevykuch/finbert_cds") - Notebooks
- Google Colab
- Kaggle
Upload hierarchical FinBERT system - 20250724_094109
Browse files- level_0/config.json +1045 -0
- level_0/model.safetensors +3 -0
- level_1/config.json +37 -0
- level_1/model.safetensors +3 -0
- metadata.json +1 -1
- tokenizer/special_tokens_map.json +7 -0
- tokenizer/tokenizer.json +0 -0
- tokenizer/tokenizer_config.json +58 -0
- tokenizer/vocab.txt +0 -0
level_0/config.json
ADDED
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@@ -0,0 +1,1045 @@
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|
| 1 |
+
{
|
| 2 |
+
"architectures": [
|
| 3 |
+
"BertForSequenceClassification"
|
| 4 |
+
],
|
| 5 |
+
"attention_probs_dropout_prob": 0.1,
|
| 6 |
+
"classifier_dropout": null,
|
| 7 |
+
"hidden_act": "gelu",
|
| 8 |
+
"hidden_dropout_prob": 0.1,
|
| 9 |
+
"hidden_size": 768,
|
| 10 |
+
"id2label": {
|
| 11 |
+
"0": "ABG Intermediate Holdings <",
|
| 12 |
+
"1": "ABX <",
|
| 13 |
+
"2": "ADT Security Corporation <",
|
| 14 |
+
"3": "AES Corporation <",
|
| 15 |
+
"4": "AT&T <",
|
| 16 |
+
"5": "Abbott Laboratories <",
|
| 17 |
+
"6": "Abu Dhabi <",
|
| 18 |
+
"7": "Adler Real Estate <",
|
| 19 |
+
"8": "Advanced Micro Devices <",
|
| 20 |
+
"9": "Affirm Holdings <",
|
| 21 |
+
"10": "Air France <",
|
| 22 |
+
"11": "Airbus <",
|
| 23 |
+
"12": "Akamai Technologies <",
|
| 24 |
+
"13": "Albertsons <",
|
| 25 |
+
"14": "Alibaba Group Holding <",
|
| 26 |
+
"15": "Ally Financial <",
|
| 27 |
+
"16": "Alphatec Holdings <",
|
| 28 |
+
"17": "Alstom <",
|
| 29 |
+
"18": "Altice <",
|
| 30 |
+
"19": "Altria Group <",
|
| 31 |
+
"20": "America Movil <",
|
| 32 |
+
"21": "American Airlines <",
|
| 33 |
+
"22": "American Axle and Manufacturing <",
|
| 34 |
+
"23": "American Electric Power <",
|
| 35 |
+
"24": "American Express <",
|
| 36 |
+
"25": "American International Group <",
|
| 37 |
+
"26": "American Tower <",
|
| 38 |
+
"27": "Amkor Technology <",
|
| 39 |
+
"28": "Anglo American <",
|
| 40 |
+
"29": "Anheuser-Busch InBev <",
|
| 41 |
+
"30": "Antero Resources <",
|
| 42 |
+
"31": "Anywhere Real Estate <",
|
| 43 |
+
"32": "Apache Corporation <",
|
| 44 |
+
"33": "Aramark <",
|
| 45 |
+
"34": "Arcelormittal <",
|
| 46 |
+
"35": "Ardagh Packaging Finance <",
|
| 47 |
+
"36": "Argentina <",
|
| 48 |
+
"37": "Arrow Electronics <",
|
| 49 |
+
"38": "Ashland <",
|
| 50 |
+
"39": "Assicurazioni Generali <",
|
| 51 |
+
"40": "Athenahealth <",
|
| 52 |
+
"41": "Atlantic Aviation <",
|
| 53 |
+
"42": "Australia <",
|
| 54 |
+
"43": "Austria <",
|
| 55 |
+
"44": "AutoZone <",
|
| 56 |
+
"45": "Avis <",
|
| 57 |
+
"46": "Avnet <",
|
| 58 |
+
"47": "Avon <",
|
| 59 |
+
"48": "BASF <",
|
| 60 |
+
"49": "BBVA <",
|
| 61 |
+
"50": "BMW <",
|
| 62 |
+
"51": "BNP Paribas <",
|
| 63 |
+
"52": "BP <",
|
| 64 |
+
"53": "BT <",
|
| 65 |
+
"54": "Bahamas <",
|
| 66 |
+
"55": "Bahrain <",
|
| 67 |
+
"56": "Baidu <",
|
| 68 |
+
"57": "Ball Corp <",
|
| 69 |
+
"58": "Banca Monte dei Paschi di Siena <",
|
| 70 |
+
"59": "Bank of America <",
|
| 71 |
+
"60": "Bank of Brazil <",
|
| 72 |
+
"61": "Bank of China <",
|
| 73 |
+
"62": "Barclays <",
|
| 74 |
+
"63": "Bath & Body Works <",
|
| 75 |
+
"64": "Bausch Health <",
|
| 76 |
+
"65": "Beazer Homes USA <",
|
| 77 |
+
"66": "Berkshire Hathaway <",
|
| 78 |
+
"67": "Best Buy <",
|
| 79 |
+
"68": "Bitdeer Technologies Group <",
|
| 80 |
+
"69": "Blackline <",
|
| 81 |
+
"70": "Block <",
|
| 82 |
+
"71": "Bloom Energy <",
|
| 83 |
+
"72": "Boeing <",
|
| 84 |
+
"73": "Bombardier <",
|
| 85 |
+
"74": "Boparan Finance <",
|
| 86 |
+
"75": "BorgWarner <",
|
| 87 |
+
"76": "Boston Scientific <",
|
| 88 |
+
"77": "Bouygues <",
|
| 89 |
+
"78": "Box <",
|
| 90 |
+
"79": "Boyd Gaming <",
|
| 91 |
+
"80": "Brazil <",
|
| 92 |
+
"81": "Bristol Myers Squibb <",
|
| 93 |
+
"82": "British American Tobacco <",
|
| 94 |
+
"83": "Broadcom <",
|
| 95 |
+
"84": "CCO Holdings <",
|
| 96 |
+
"85": "CDX EM <",
|
| 97 |
+
"86": "CDX NA HY (tranche) <",
|
| 98 |
+
"87": "CDX NA HY <",
|
| 99 |
+
"88": "CDX NA IG (tranche) <",
|
| 100 |
+
"89": "CDX NA IG <",
|
| 101 |
+
"90": "CMA CGM <",
|
| 102 |
+
"91": "CMBX <",
|
| 103 |
+
"92": "CNH Industrial <",
|
| 104 |
+
"93": "CNOOC Petroleum <",
|
| 105 |
+
"94": "CSC Holdings <",
|
| 106 |
+
"95": "CVS Health Corporation <",
|
| 107 |
+
"96": "Caesars Entertainment <",
|
| 108 |
+
"97": "Calpine <",
|
| 109 |
+
"98": "Campbell Soup Comany <",
|
| 110 |
+
"99": "Canadian Natural Resources <",
|
| 111 |
+
"100": "Cardinal Health <",
|
| 112 |
+
"101": "Carnival <",
|
| 113 |
+
"102": "Caterpillar <",
|
| 114 |
+
"103": "Cellnex Telecom <",
|
| 115 |
+
"104": "Chesapeake Energy <",
|
| 116 |
+
"105": "Chile <",
|
| 117 |
+
"106": "China <",
|
| 118 |
+
"107": "China Construction Bank <",
|
| 119 |
+
"108": "China Development Bank <",
|
| 120 |
+
"109": "Citi <",
|
| 121 |
+
"110": "Cleveland-Cliffs <",
|
| 122 |
+
"111": "Clydesdale Acquisition Holdings <",
|
| 123 |
+
"112": "Collegium Pharmaceutical <",
|
| 124 |
+
"113": "Colombia <",
|
| 125 |
+
"114": "Comcast <",
|
| 126 |
+
"115": "CommScope <",
|
| 127 |
+
"116": "Commerzbank <",
|
| 128 |
+
"117": "Community Health Systems <",
|
| 129 |
+
"118": "Conagra Brands <",
|
| 130 |
+
"119": "ConocoPhillips <",
|
| 131 |
+
"120": "Constellium <",
|
| 132 |
+
"121": "Continental <",
|
| 133 |
+
"122": "Cox Communications <",
|
| 134 |
+
"123": "Credit Agricole <",
|
| 135 |
+
"124": "Credit Suisse <",
|
| 136 |
+
"125": "Croatia <",
|
| 137 |
+
"126": "Crown Holdings <",
|
| 138 |
+
"127": "Cutera <",
|
| 139 |
+
"128": "Czech Republic <",
|
| 140 |
+
"129": "C\u00f4te d'Ivoire <",
|
| 141 |
+
"130": "D.R. Horton <",
|
| 142 |
+
"131": "DISH DBS <",
|
| 143 |
+
"132": "DP World <",
|
| 144 |
+
"133": "DXC Technology Company <",
|
| 145 |
+
"134": "Danone <",
|
| 146 |
+
"135": "Darden Restaurants <",
|
| 147 |
+
"136": "Datadog <",
|
| 148 |
+
"137": "Davita Healthcare Partners <",
|
| 149 |
+
"138": "Dell <",
|
| 150 |
+
"139": "Delta Air Lines <",
|
| 151 |
+
"140": "Deutsche Bank <",
|
| 152 |
+
"141": "Deutsche Lufthansa <",
|
| 153 |
+
"142": "Devon Energy <",
|
| 154 |
+
"143": "DexCom <",
|
| 155 |
+
"144": "DexKo <",
|
| 156 |
+
"145": "Disney <",
|
| 157 |
+
"146": "Dominican Republic <",
|
| 158 |
+
"147": "Dominion Energy <",
|
| 159 |
+
"148": "Dow <",
|
| 160 |
+
"149": "Dropbox <",
|
| 161 |
+
"150": "Dubai <",
|
| 162 |
+
"151": "Duke Energy <",
|
| 163 |
+
"152": "EG Group <",
|
| 164 |
+
"153": "EQM Midstream Partners <",
|
| 165 |
+
"154": "East West Manufacturing <",
|
| 166 |
+
"155": "Eastman Chemical Company <",
|
| 167 |
+
"156": "Ecuador <",
|
| 168 |
+
"157": "Egypt <",
|
| 169 |
+
"158": "Electricite de France <",
|
| 170 |
+
"159": "Electrolux <",
|
| 171 |
+
"160": "Elis <",
|
| 172 |
+
"161": "Elo <",
|
| 173 |
+
"162": "Enbridge <",
|
| 174 |
+
"163": "Encore Capital Group <",
|
| 175 |
+
"164": "Energias de Portugal <",
|
| 176 |
+
"165": "Energy Transfer <",
|
| 177 |
+
"166": "Enovis <",
|
| 178 |
+
"167": "Enphase Energy <",
|
| 179 |
+
"168": "Equitable <",
|
| 180 |
+
"169": "Ericsson <",
|
| 181 |
+
"170": "Eskom Holdings <",
|
| 182 |
+
"171": "Estonia <",
|
| 183 |
+
"172": "Etsy <",
|
| 184 |
+
"173": "Eutelsat <",
|
| 185 |
+
"174": "Evolent Health <",
|
| 186 |
+
"175": "Exact Sciences Corporation <",
|
| 187 |
+
"176": "Exclude",
|
| 188 |
+
"177": "Exelon <",
|
| 189 |
+
"178": "Expedia <",
|
| 190 |
+
"179": "Faurecia <",
|
| 191 |
+
"180": "FedEx <",
|
| 192 |
+
"181": "Fiat Chrysler Automobiles <",
|
| 193 |
+
"182": "Fibra UNO <",
|
| 194 |
+
"183": "Finland <",
|
| 195 |
+
"184": "FirstEnergy <",
|
| 196 |
+
"185": "Five9 <",
|
| 197 |
+
"186": "Ford Motor Company <",
|
| 198 |
+
"187": "Forefront Dermatology <",
|
| 199 |
+
"188": "Forvia <",
|
| 200 |
+
"189": "France <",
|
| 201 |
+
"190": "Freeport-McMoRan <",
|
| 202 |
+
"191": "Frontier Communications <",
|
| 203 |
+
"192": "GFL Environmental <",
|
| 204 |
+
"193": "GKN Holdings <",
|
| 205 |
+
"194": "GM <",
|
| 206 |
+
"195": "GardaWorld <",
|
| 207 |
+
"196": "Gazprom <",
|
| 208 |
+
"197": "General Electric <",
|
| 209 |
+
"198": "General Mills <",
|
| 210 |
+
"199": "Genworth Holdings <",
|
| 211 |
+
"200": "Germany <",
|
| 212 |
+
"201": "Ghana <",
|
| 213 |
+
"202": "Glencore International <",
|
| 214 |
+
"203": "Goldman Sachs <",
|
| 215 |
+
"204": "Granite Construction <",
|
| 216 |
+
"205": "Greece <",
|
| 217 |
+
"206": "Grifols <",
|
| 218 |
+
"207": "Groupe Casino <",
|
| 219 |
+
"208": "Groupon <",
|
| 220 |
+
"209": "HAT Holdings <",
|
| 221 |
+
"210": "HCA Healthcare <",
|
| 222 |
+
"211": "HP <",
|
| 223 |
+
"212": "HSBC <",
|
| 224 |
+
"213": "HUB International <",
|
| 225 |
+
"214": "Halliburton Company <",
|
| 226 |
+
"215": "Halozyme Therapeutics <",
|
| 227 |
+
"216": "Hannover Re <",
|
| 228 |
+
"217": "Heidelberg Materials <",
|
| 229 |
+
"218": "Hertz <",
|
| 230 |
+
"219": "Hess Corporation <",
|
| 231 |
+
"220": "Hilton <",
|
| 232 |
+
"221": "Hochtief <",
|
| 233 |
+
"222": "Holcim <",
|
| 234 |
+
"223": "Home Depot <",
|
| 235 |
+
"224": "Host Hotels & Resorts <",
|
| 236 |
+
"225": "Howmet Aereospace <",
|
| 237 |
+
"226": "Hungary <",
|
| 238 |
+
"227": "IBM <",
|
| 239 |
+
"228": "ICBC <",
|
| 240 |
+
"229": "INEOS Group Holdings <",
|
| 241 |
+
"230": "ITOCHU Corporation <",
|
| 242 |
+
"231": "Iceland Foods <",
|
| 243 |
+
"232": "Imperial Brands <",
|
| 244 |
+
"233": "Indonesia <",
|
| 245 |
+
"234": "International Game Technology <",
|
| 246 |
+
"235": "International Lease Finance Corporation <",
|
| 247 |
+
"236": "International Paper Company <",
|
| 248 |
+
"237": "Intesa Sanpaolo <",
|
| 249 |
+
"238": "Intrum <",
|
| 250 |
+
"239": "Iron Mountain <",
|
| 251 |
+
"240": "Israel <",
|
| 252 |
+
"241": "Italy <",
|
| 253 |
+
"242": "JP Morgan <",
|
| 254 |
+
"243": "Jaguar Land Rover Automotive <",
|
| 255 |
+
"244": "Japan <",
|
| 256 |
+
"245": "Jazz Pharmaceuticals <",
|
| 257 |
+
"246": "Johnson & Johnson <",
|
| 258 |
+
"247": "Johnson Controls International <",
|
| 259 |
+
"248": "K+S <",
|
| 260 |
+
"249": "K. Hovnanian Enterprises <",
|
| 261 |
+
"250": "KB Home <",
|
| 262 |
+
"251": "Kawasaki Heavy Industries <",
|
| 263 |
+
"252": "Kazakhstan <",
|
| 264 |
+
"253": "Kinder Morgan <",
|
| 265 |
+
"254": "Kobe Steel <",
|
| 266 |
+
"255": "Kohl's <",
|
| 267 |
+
"256": "Kraft Heinz <",
|
| 268 |
+
"257": "Kroger <",
|
| 269 |
+
"258": "L Brands <",
|
| 270 |
+
"259": "Ladbrokes <",
|
| 271 |
+
"260": "Lamb Weston <",
|
| 272 |
+
"261": "Lanxess <",
|
| 273 |
+
"262": "LeMaitre Vascular <",
|
| 274 |
+
"263": "Lennar <",
|
| 275 |
+
"264": "Leonardo <",
|
| 276 |
+
"265": "Liberty Interactive <",
|
| 277 |
+
"266": "Liberty Media <",
|
| 278 |
+
"267": "Lincoln National <",
|
| 279 |
+
"268": "Lloyds Bank <",
|
| 280 |
+
"269": "Louis Dreyfus <",
|
| 281 |
+
"270": "Louisiana-Pacific <",
|
| 282 |
+
"271": "Lowe's <",
|
| 283 |
+
"272": "Loxam <",
|
| 284 |
+
"273": "Lumen Technologies <",
|
| 285 |
+
"274": "Lumentum Holdings <",
|
| 286 |
+
"275": "Lyft <",
|
| 287 |
+
"276": "MACOM Technology Solutions Holdings <",
|
| 288 |
+
"277": "MBIA <",
|
| 289 |
+
"278": "MDC Holdings <",
|
| 290 |
+
"279": "MGIC Investment <",
|
| 291 |
+
"280": "MGM Resorts International <",
|
| 292 |
+
"281": "Macy's <",
|
| 293 |
+
"282": "Maersk <",
|
| 294 |
+
"283": "Malaysia <",
|
| 295 |
+
"284": "Malaysia Airlines <",
|
| 296 |
+
"285": "Marathon Petroleum <",
|
| 297 |
+
"286": "Marks & Spencer <",
|
| 298 |
+
"287": "Marriott International <",
|
| 299 |
+
"288": "Marriott Vacations Worldwide <",
|
| 300 |
+
"289": "Mattel <",
|
| 301 |
+
"290": "Matterhorn Telecom <",
|
| 302 |
+
"291": "McDonalds <",
|
| 303 |
+
"292": "Mediobanca <",
|
| 304 |
+
"293": "Medline Industries <",
|
| 305 |
+
"294": "Mercedes-Benz Group <",
|
| 306 |
+
"295": "MetLife <",
|
| 307 |
+
"296": "Mexico <",
|
| 308 |
+
"297": "Michelin <",
|
| 309 |
+
"298": "MicroStrategy <",
|
| 310 |
+
"299": "Millicom International Cellular <",
|
| 311 |
+
"300": "Mondelez International <",
|
| 312 |
+
"301": "Montenegro <",
|
| 313 |
+
"302": "Morgan Stanley <",
|
| 314 |
+
"303": "Morocco <",
|
| 315 |
+
"304": "Motorola Solutions <",
|
| 316 |
+
"305": "Mundys <",
|
| 317 |
+
"306": "Munich Reinsurance <",
|
| 318 |
+
"307": "Murphy Oil <",
|
| 319 |
+
"308": "NOVA Chemicals <",
|
| 320 |
+
"309": "NRG Energy <",
|
| 321 |
+
"310": "Nabors Industries <",
|
| 322 |
+
"311": "NatWest Markets <",
|
| 323 |
+
"312": "Naturgy Energy Group <",
|
| 324 |
+
"313": "Navient <",
|
| 325 |
+
"314": "Neiman Marcus <",
|
| 326 |
+
"315": "Netflix <",
|
| 327 |
+
"316": "Newell Brands <",
|
| 328 |
+
"317": "Next <",
|
| 329 |
+
"318": "NextEra Energy <",
|
| 330 |
+
"319": "Nigeria <",
|
| 331 |
+
"320": "Nippon Paper Industries <",
|
| 332 |
+
"321": "Nissan Motor Company <",
|
| 333 |
+
"322": "Nokia <",
|
| 334 |
+
"323": "Nordstrom <",
|
| 335 |
+
"324": "Norwegian Cruise Line <",
|
| 336 |
+
"325": "Novafives <",
|
| 337 |
+
"326": "Nutanix <",
|
| 338 |
+
"327": "ON Semiconductor Corporation <",
|
| 339 |
+
"328": "Occidental Petroleum <",
|
| 340 |
+
"329": "Olaplex <",
|
| 341 |
+
"330": "Olin <",
|
| 342 |
+
"331": "Oman <",
|
| 343 |
+
"332": "Omnicom <",
|
| 344 |
+
"333": "OneMain Finance <",
|
| 345 |
+
"334": "Oracle Corporation <",
|
| 346 |
+
"335": "Osmosis Buyer Limited <",
|
| 347 |
+
"336": "Ovintiv <",
|
| 348 |
+
"337": "PAR Technology Corporation <",
|
| 349 |
+
"338": "PT Pertamina <",
|
| 350 |
+
"339": "PacifiCorp <",
|
| 351 |
+
"340": "Pacific Gas and Electric Company <",
|
| 352 |
+
"341": "Pacira BioSciences <",
|
| 353 |
+
"342": "Packaging Corporation of America <",
|
| 354 |
+
"343": "Pactiv <",
|
| 355 |
+
"344": "PagerDuty <",
|
| 356 |
+
"345": "Pakistan <",
|
| 357 |
+
"346": "Panama <",
|
| 358 |
+
"347": "Paramount Global <",
|
| 359 |
+
"348": "Parsons Corporation <",
|
| 360 |
+
"349": "Penguin Solutions <",
|
| 361 |
+
"350": "Peru <",
|
| 362 |
+
"351": "Petrobras <",
|
| 363 |
+
"352": "Petroleos Mexicanos <",
|
| 364 |
+
"353": "Pfizer <",
|
| 365 |
+
"354": "Picard <",
|
| 366 |
+
"355": "Pioneer Natural Resources Company <",
|
| 367 |
+
"356": "Pitney Bowes <",
|
| 368 |
+
"357": "Poland <",
|
| 369 |
+
"358": "Post Holdings <",
|
| 370 |
+
"359": "Premier Foods Finance <",
|
| 371 |
+
"360": "Progress Software Corporation <",
|
| 372 |
+
"361": "Prudential <",
|
| 373 |
+
"362": "Publicis Group <",
|
| 374 |
+
"363": "PulteGroup <",
|
| 375 |
+
"364": "Q2 Holdings <",
|
| 376 |
+
"365": "Qatar <",
|
| 377 |
+
"366": "R.R. Donnelley & Sons <",
|
| 378 |
+
"367": "RELX Group <",
|
| 379 |
+
"368": "Radian Group <",
|
| 380 |
+
"369": "Rakuten Group <",
|
| 381 |
+
"370": "Raytheon Technologies <",
|
| 382 |
+
"371": "Redfin <",
|
| 383 |
+
"372": "Renault <",
|
| 384 |
+
"373": "Repay Holdings Corporation <",
|
| 385 |
+
"374": "Repligen <",
|
| 386 |
+
"375": "Rexel <",
|
| 387 |
+
"376": "Reynolds American <",
|
| 388 |
+
"377": "Rite Aid <",
|
| 389 |
+
"378": "Rolls Royce <",
|
| 390 |
+
"379": "Romania <",
|
| 391 |
+
"380": "Royal Caribbean Cruises <",
|
| 392 |
+
"381": "Russia <",
|
| 393 |
+
"382": "Ryder System <",
|
| 394 |
+
"383": "SES <",
|
| 395 |
+
"384": "SLB <",
|
| 396 |
+
"385": "SSA <",
|
| 397 |
+
"386": "Safeway <",
|
| 398 |
+
"387": "Saint-Gobain <",
|
| 399 |
+
"388": "Saipem <",
|
| 400 |
+
"389": "Sanofi <",
|
| 401 |
+
"390": "Santander <",
|
| 402 |
+
"391": "Saudi Arabia <",
|
| 403 |
+
"392": "Schaeffler Group <",
|
| 404 |
+
"393": "Sealed Air <",
|
| 405 |
+
"394": "Serbia <",
|
| 406 |
+
"395": "Shell <",
|
| 407 |
+
"396": "Sherwin-Williams <",
|
| 408 |
+
"397": "Shift4 <",
|
| 409 |
+
"398": "Shopify <",
|
| 410 |
+
"399": "Siemens <",
|
| 411 |
+
"400": "Simon Property Group <",
|
| 412 |
+
"401": "Sinopec <",
|
| 413 |
+
"402": "SiriusXM <",
|
| 414 |
+
"403": "Smurfit Kappa <",
|
| 415 |
+
"404": "Snap <",
|
| 416 |
+
"405": "Snowflake <",
|
| 417 |
+
"406": "SoFi Technologies <",
|
| 418 |
+
"407": "Societe Generale <",
|
| 419 |
+
"408": "SoftBank <",
|
| 420 |
+
"409": "South Africa <",
|
| 421 |
+
"410": "South Korea <",
|
| 422 |
+
"411": "Southern Company <",
|
| 423 |
+
"412": "Southwest Airlines <",
|
| 424 |
+
"413": "Spain <",
|
| 425 |
+
"414": "Sprint Communications <",
|
| 426 |
+
"415": "Standard Chartered <",
|
| 427 |
+
"416": "Standard Industries <",
|
| 428 |
+
"417": "Staples <",
|
| 429 |
+
"418": "State Oil Company of Azerbaijan Republic <",
|
| 430 |
+
"419": "Stellantis <",
|
| 431 |
+
"420": "Stena <",
|
| 432 |
+
"421": "Stonegate Pub Company <",
|
| 433 |
+
"422": "Sudzucker <",
|
| 434 |
+
"423": "Sunrise Communications <",
|
| 435 |
+
"424": "Super Micro Computer <",
|
| 436 |
+
"425": "Sweden <",
|
| 437 |
+
"426": "T-Mobile USA <",
|
| 438 |
+
"427": "TDC Group <",
|
| 439 |
+
"428": "TIM <",
|
| 440 |
+
"429": "TRS",
|
| 441 |
+
"430": "Talen Energy Supply <",
|
| 442 |
+
"431": "Tandem Diabetes Care <",
|
| 443 |
+
"432": "Targa Resources Partners <",
|
| 444 |
+
"433": "Target <",
|
| 445 |
+
"434": "Teck Resources <",
|
| 446 |
+
"435": "Telefonica <",
|
| 447 |
+
"436": "Tencent Holdings <",
|
| 448 |
+
"437": "Tenet Healthcare <",
|
| 449 |
+
"438": "Tesco <",
|
| 450 |
+
"439": "Tesla <",
|
| 451 |
+
"440": "Teva Pharmaceutical Industries <",
|
| 452 |
+
"441": "Thailand <",
|
| 453 |
+
"442": "The Gap <",
|
| 454 |
+
"443": "The Goodyear Tire & Rubber Company <",
|
| 455 |
+
"444": "The Philippines <",
|
| 456 |
+
"445": "The Procter & Gamble Company <",
|
| 457 |
+
"446": "ThyssenKrupp <",
|
| 458 |
+
"447": "Toll Bros <",
|
| 459 |
+
"448": "Topgolf Callaway Brands <",
|
| 460 |
+
"449": "TransDigm <",
|
| 461 |
+
"450": "Transocean <",
|
| 462 |
+
"451": "Tunisia <",
|
| 463 |
+
"452": "Turkey <",
|
| 464 |
+
"453": "Tyson Foods <",
|
| 465 |
+
"454": "UBS <",
|
| 466 |
+
"455": "UPC Holding <",
|
| 467 |
+
"456": "US Steel <",
|
| 468 |
+
"457": "Uber Technologies <",
|
| 469 |
+
"458": "Ukraine <",
|
| 470 |
+
"459": "Underlying not identified <",
|
| 471 |
+
"460": "Unibail-Rodamco-Westfield <",
|
| 472 |
+
"461": "Unicredit <",
|
| 473 |
+
"462": "Unisys <",
|
| 474 |
+
"463": "United Airlines <",
|
| 475 |
+
"464": "United Group <",
|
| 476 |
+
"465": "United Kingdom <",
|
| 477 |
+
"466": "United Rentals <",
|
| 478 |
+
"467": "United States of America <",
|
| 479 |
+
"468": "UnitedHealth Group <",
|
| 480 |
+
"469": "Uniti Group <",
|
| 481 |
+
"470": "Universal Health Services <",
|
| 482 |
+
"471": "Univision Communications <",
|
| 483 |
+
"472": "Upstart Holdings <",
|
| 484 |
+
"473": "Uruguay <",
|
| 485 |
+
"474": "Valeo <",
|
| 486 |
+
"475": "Varonis Systems <",
|
| 487 |
+
"476": "Veeco <",
|
| 488 |
+
"477": "Venture Global <",
|
| 489 |
+
"478": "Verizon Communications <",
|
| 490 |
+
"479": "Vietnam <",
|
| 491 |
+
"480": "Virgin Media <",
|
| 492 |
+
"481": "Vistra <",
|
| 493 |
+
"482": "Vivendi <",
|
| 494 |
+
"483": "Vodafone <",
|
| 495 |
+
"484": "Volkswagen <",
|
| 496 |
+
"485": "Volvo <",
|
| 497 |
+
"486": "WPP <",
|
| 498 |
+
"487": "Wayfair <",
|
| 499 |
+
"488": "Weatherford International <",
|
| 500 |
+
"489": "Wells Fargo <",
|
| 501 |
+
"490": "Western Digital Corporation <",
|
| 502 |
+
"491": "Whirlpool Corporation <",
|
| 503 |
+
"492": "Williams Companies <",
|
| 504 |
+
"493": "Xerox <",
|
| 505 |
+
"494": "Xometry <",
|
| 506 |
+
"495": "YUM! Brands <",
|
| 507 |
+
"496": "Ziggo <",
|
| 508 |
+
"497": "Zscaler <",
|
| 509 |
+
"498": "Zurich Insurance Group <",
|
| 510 |
+
"499": "iTraxx Asia ex-Japan <",
|
| 511 |
+
"500": "iTraxx Australia <",
|
| 512 |
+
"501": "iTraxx Europe (tranche) <",
|
| 513 |
+
"502": "iTraxx Europe <",
|
| 514 |
+
"503": "iTraxx Europe Crossover (tranche) <",
|
| 515 |
+
"504": "iTraxx Europe Crossover <",
|
| 516 |
+
"505": "iTraxx Europe Snr Financials <",
|
| 517 |
+
"506": "iTraxx Europe Sub Financials <",
|
| 518 |
+
"507": "iTraxx Japan <"
|
| 519 |
+
},
|
| 520 |
+
"initializer_range": 0.02,
|
| 521 |
+
"intermediate_size": 3072,
|
| 522 |
+
"label2id": {
|
| 523 |
+
"ABG Intermediate Holdings <": 0,
|
| 524 |
+
"ABX <": 1,
|
| 525 |
+
"ADT Security Corporation <": 2,
|
| 526 |
+
"AES Corporation <": 3,
|
| 527 |
+
"AT&T <": 4,
|
| 528 |
+
"Abbott Laboratories <": 5,
|
| 529 |
+
"Abu Dhabi <": 6,
|
| 530 |
+
"Adler Real Estate <": 7,
|
| 531 |
+
"Advanced Micro Devices <": 8,
|
| 532 |
+
"Affirm Holdings <": 9,
|
| 533 |
+
"Air France <": 10,
|
| 534 |
+
"Airbus <": 11,
|
| 535 |
+
"Akamai Technologies <": 12,
|
| 536 |
+
"Albertsons <": 13,
|
| 537 |
+
"Alibaba Group Holding <": 14,
|
| 538 |
+
"Ally Financial <": 15,
|
| 539 |
+
"Alphatec Holdings <": 16,
|
| 540 |
+
"Alstom <": 17,
|
| 541 |
+
"Altice <": 18,
|
| 542 |
+
"Altria Group <": 19,
|
| 543 |
+
"America Movil <": 20,
|
| 544 |
+
"American Airlines <": 21,
|
| 545 |
+
"American Axle and Manufacturing <": 22,
|
| 546 |
+
"American Electric Power <": 23,
|
| 547 |
+
"American Express <": 24,
|
| 548 |
+
"American International Group <": 25,
|
| 549 |
+
"American Tower <": 26,
|
| 550 |
+
"Amkor Technology <": 27,
|
| 551 |
+
"Anglo American <": 28,
|
| 552 |
+
"Anheuser-Busch InBev <": 29,
|
| 553 |
+
"Antero Resources <": 30,
|
| 554 |
+
"Anywhere Real Estate <": 31,
|
| 555 |
+
"Apache Corporation <": 32,
|
| 556 |
+
"Aramark <": 33,
|
| 557 |
+
"Arcelormittal <": 34,
|
| 558 |
+
"Ardagh Packaging Finance <": 35,
|
| 559 |
+
"Argentina <": 36,
|
| 560 |
+
"Arrow Electronics <": 37,
|
| 561 |
+
"Ashland <": 38,
|
| 562 |
+
"Assicurazioni Generali <": 39,
|
| 563 |
+
"Athenahealth <": 40,
|
| 564 |
+
"Atlantic Aviation <": 41,
|
| 565 |
+
"Australia <": 42,
|
| 566 |
+
"Austria <": 43,
|
| 567 |
+
"AutoZone <": 44,
|
| 568 |
+
"Avis <": 45,
|
| 569 |
+
"Avnet <": 46,
|
| 570 |
+
"Avon <": 47,
|
| 571 |
+
"BASF <": 48,
|
| 572 |
+
"BBVA <": 49,
|
| 573 |
+
"BMW <": 50,
|
| 574 |
+
"BNP Paribas <": 51,
|
| 575 |
+
"BP <": 52,
|
| 576 |
+
"BT <": 53,
|
| 577 |
+
"Bahamas <": 54,
|
| 578 |
+
"Bahrain <": 55,
|
| 579 |
+
"Baidu <": 56,
|
| 580 |
+
"Ball Corp <": 57,
|
| 581 |
+
"Banca Monte dei Paschi di Siena <": 58,
|
| 582 |
+
"Bank of America <": 59,
|
| 583 |
+
"Bank of Brazil <": 60,
|
| 584 |
+
"Bank of China <": 61,
|
| 585 |
+
"Barclays <": 62,
|
| 586 |
+
"Bath & Body Works <": 63,
|
| 587 |
+
"Bausch Health <": 64,
|
| 588 |
+
"Beazer Homes USA <": 65,
|
| 589 |
+
"Berkshire Hathaway <": 66,
|
| 590 |
+
"Best Buy <": 67,
|
| 591 |
+
"Bitdeer Technologies Group <": 68,
|
| 592 |
+
"Blackline <": 69,
|
| 593 |
+
"Block <": 70,
|
| 594 |
+
"Bloom Energy <": 71,
|
| 595 |
+
"Boeing <": 72,
|
| 596 |
+
"Bombardier <": 73,
|
| 597 |
+
"Boparan Finance <": 74,
|
| 598 |
+
"BorgWarner <": 75,
|
| 599 |
+
"Boston Scientific <": 76,
|
| 600 |
+
"Bouygues <": 77,
|
| 601 |
+
"Box <": 78,
|
| 602 |
+
"Boyd Gaming <": 79,
|
| 603 |
+
"Brazil <": 80,
|
| 604 |
+
"Bristol Myers Squibb <": 81,
|
| 605 |
+
"British American Tobacco <": 82,
|
| 606 |
+
"Broadcom <": 83,
|
| 607 |
+
"CCO Holdings <": 84,
|
| 608 |
+
"CDX EM <": 85,
|
| 609 |
+
"CDX NA HY (tranche) <": 86,
|
| 610 |
+
"CDX NA HY <": 87,
|
| 611 |
+
"CDX NA IG (tranche) <": 88,
|
| 612 |
+
"CDX NA IG <": 89,
|
| 613 |
+
"CMA CGM <": 90,
|
| 614 |
+
"CMBX <": 91,
|
| 615 |
+
"CNH Industrial <": 92,
|
| 616 |
+
"CNOOC Petroleum <": 93,
|
| 617 |
+
"CSC Holdings <": 94,
|
| 618 |
+
"CVS Health Corporation <": 95,
|
| 619 |
+
"Caesars Entertainment <": 96,
|
| 620 |
+
"Calpine <": 97,
|
| 621 |
+
"Campbell Soup Comany <": 98,
|
| 622 |
+
"Canadian Natural Resources <": 99,
|
| 623 |
+
"Cardinal Health <": 100,
|
| 624 |
+
"Carnival <": 101,
|
| 625 |
+
"Caterpillar <": 102,
|
| 626 |
+
"Cellnex Telecom <": 103,
|
| 627 |
+
"Chesapeake Energy <": 104,
|
| 628 |
+
"Chile <": 105,
|
| 629 |
+
"China <": 106,
|
| 630 |
+
"China Construction Bank <": 107,
|
| 631 |
+
"China Development Bank <": 108,
|
| 632 |
+
"Citi <": 109,
|
| 633 |
+
"Cleveland-Cliffs <": 110,
|
| 634 |
+
"Clydesdale Acquisition Holdings <": 111,
|
| 635 |
+
"Collegium Pharmaceutical <": 112,
|
| 636 |
+
"Colombia <": 113,
|
| 637 |
+
"Comcast <": 114,
|
| 638 |
+
"CommScope <": 115,
|
| 639 |
+
"Commerzbank <": 116,
|
| 640 |
+
"Community Health Systems <": 117,
|
| 641 |
+
"Conagra Brands <": 118,
|
| 642 |
+
"ConocoPhillips <": 119,
|
| 643 |
+
"Constellium <": 120,
|
| 644 |
+
"Continental <": 121,
|
| 645 |
+
"Cox Communications <": 122,
|
| 646 |
+
"Credit Agricole <": 123,
|
| 647 |
+
"Credit Suisse <": 124,
|
| 648 |
+
"Croatia <": 125,
|
| 649 |
+
"Crown Holdings <": 126,
|
| 650 |
+
"Cutera <": 127,
|
| 651 |
+
"Czech Republic <": 128,
|
| 652 |
+
"C\u00f4te d'Ivoire <": 129,
|
| 653 |
+
"D.R. Horton <": 130,
|
| 654 |
+
"DISH DBS <": 131,
|
| 655 |
+
"DP World <": 132,
|
| 656 |
+
"DXC Technology Company <": 133,
|
| 657 |
+
"Danone <": 134,
|
| 658 |
+
"Darden Restaurants <": 135,
|
| 659 |
+
"Datadog <": 136,
|
| 660 |
+
"Davita Healthcare Partners <": 137,
|
| 661 |
+
"Dell <": 138,
|
| 662 |
+
"Delta Air Lines <": 139,
|
| 663 |
+
"Deutsche Bank <": 140,
|
| 664 |
+
"Deutsche Lufthansa <": 141,
|
| 665 |
+
"Devon Energy <": 142,
|
| 666 |
+
"DexCom <": 143,
|
| 667 |
+
"DexKo <": 144,
|
| 668 |
+
"Disney <": 145,
|
| 669 |
+
"Dominican Republic <": 146,
|
| 670 |
+
"Dominion Energy <": 147,
|
| 671 |
+
"Dow <": 148,
|
| 672 |
+
"Dropbox <": 149,
|
| 673 |
+
"Dubai <": 150,
|
| 674 |
+
"Duke Energy <": 151,
|
| 675 |
+
"EG Group <": 152,
|
| 676 |
+
"EQM Midstream Partners <": 153,
|
| 677 |
+
"East West Manufacturing <": 154,
|
| 678 |
+
"Eastman Chemical Company <": 155,
|
| 679 |
+
"Ecuador <": 156,
|
| 680 |
+
"Egypt <": 157,
|
| 681 |
+
"Electricite de France <": 158,
|
| 682 |
+
"Electrolux <": 159,
|
| 683 |
+
"Elis <": 160,
|
| 684 |
+
"Elo <": 161,
|
| 685 |
+
"Enbridge <": 162,
|
| 686 |
+
"Encore Capital Group <": 163,
|
| 687 |
+
"Energias de Portugal <": 164,
|
| 688 |
+
"Energy Transfer <": 165,
|
| 689 |
+
"Enovis <": 166,
|
| 690 |
+
"Enphase Energy <": 167,
|
| 691 |
+
"Equitable <": 168,
|
| 692 |
+
"Ericsson <": 169,
|
| 693 |
+
"Eskom Holdings <": 170,
|
| 694 |
+
"Estonia <": 171,
|
| 695 |
+
"Etsy <": 172,
|
| 696 |
+
"Eutelsat <": 173,
|
| 697 |
+
"Evolent Health <": 174,
|
| 698 |
+
"Exact Sciences Corporation <": 175,
|
| 699 |
+
"Exclude": 176,
|
| 700 |
+
"Exelon <": 177,
|
| 701 |
+
"Expedia <": 178,
|
| 702 |
+
"Faurecia <": 179,
|
| 703 |
+
"FedEx <": 180,
|
| 704 |
+
"Fiat Chrysler Automobiles <": 181,
|
| 705 |
+
"Fibra UNO <": 182,
|
| 706 |
+
"Finland <": 183,
|
| 707 |
+
"FirstEnergy <": 184,
|
| 708 |
+
"Five9 <": 185,
|
| 709 |
+
"Ford Motor Company <": 186,
|
| 710 |
+
"Forefront Dermatology <": 187,
|
| 711 |
+
"Forvia <": 188,
|
| 712 |
+
"France <": 189,
|
| 713 |
+
"Freeport-McMoRan <": 190,
|
| 714 |
+
"Frontier Communications <": 191,
|
| 715 |
+
"GFL Environmental <": 192,
|
| 716 |
+
"GKN Holdings <": 193,
|
| 717 |
+
"GM <": 194,
|
| 718 |
+
"GardaWorld <": 195,
|
| 719 |
+
"Gazprom <": 196,
|
| 720 |
+
"General Electric <": 197,
|
| 721 |
+
"General Mills <": 198,
|
| 722 |
+
"Genworth Holdings <": 199,
|
| 723 |
+
"Germany <": 200,
|
| 724 |
+
"Ghana <": 201,
|
| 725 |
+
"Glencore International <": 202,
|
| 726 |
+
"Goldman Sachs <": 203,
|
| 727 |
+
"Granite Construction <": 204,
|
| 728 |
+
"Greece <": 205,
|
| 729 |
+
"Grifols <": 206,
|
| 730 |
+
"Groupe Casino <": 207,
|
| 731 |
+
"Groupon <": 208,
|
| 732 |
+
"HAT Holdings <": 209,
|
| 733 |
+
"HCA Healthcare <": 210,
|
| 734 |
+
"HP <": 211,
|
| 735 |
+
"HSBC <": 212,
|
| 736 |
+
"HUB International <": 213,
|
| 737 |
+
"Halliburton Company <": 214,
|
| 738 |
+
"Halozyme Therapeutics <": 215,
|
| 739 |
+
"Hannover Re <": 216,
|
| 740 |
+
"Heidelberg Materials <": 217,
|
| 741 |
+
"Hertz <": 218,
|
| 742 |
+
"Hess Corporation <": 219,
|
| 743 |
+
"Hilton <": 220,
|
| 744 |
+
"Hochtief <": 221,
|
| 745 |
+
"Holcim <": 222,
|
| 746 |
+
"Home Depot <": 223,
|
| 747 |
+
"Host Hotels & Resorts <": 224,
|
| 748 |
+
"Howmet Aereospace <": 225,
|
| 749 |
+
"Hungary <": 226,
|
| 750 |
+
"IBM <": 227,
|
| 751 |
+
"ICBC <": 228,
|
| 752 |
+
"INEOS Group Holdings <": 229,
|
| 753 |
+
"ITOCHU Corporation <": 230,
|
| 754 |
+
"Iceland Foods <": 231,
|
| 755 |
+
"Imperial Brands <": 232,
|
| 756 |
+
"Indonesia <": 233,
|
| 757 |
+
"International Game Technology <": 234,
|
| 758 |
+
"International Lease Finance Corporation <": 235,
|
| 759 |
+
"International Paper Company <": 236,
|
| 760 |
+
"Intesa Sanpaolo <": 237,
|
| 761 |
+
"Intrum <": 238,
|
| 762 |
+
"Iron Mountain <": 239,
|
| 763 |
+
"Israel <": 240,
|
| 764 |
+
"Italy <": 241,
|
| 765 |
+
"JP Morgan <": 242,
|
| 766 |
+
"Jaguar Land Rover Automotive <": 243,
|
| 767 |
+
"Japan <": 244,
|
| 768 |
+
"Jazz Pharmaceuticals <": 245,
|
| 769 |
+
"Johnson & Johnson <": 246,
|
| 770 |
+
"Johnson Controls International <": 247,
|
| 771 |
+
"K+S <": 248,
|
| 772 |
+
"K. Hovnanian Enterprises <": 249,
|
| 773 |
+
"KB Home <": 250,
|
| 774 |
+
"Kawasaki Heavy Industries <": 251,
|
| 775 |
+
"Kazakhstan <": 252,
|
| 776 |
+
"Kinder Morgan <": 253,
|
| 777 |
+
"Kobe Steel <": 254,
|
| 778 |
+
"Kohl's <": 255,
|
| 779 |
+
"Kraft Heinz <": 256,
|
| 780 |
+
"Kroger <": 257,
|
| 781 |
+
"L Brands <": 258,
|
| 782 |
+
"Ladbrokes <": 259,
|
| 783 |
+
"Lamb Weston <": 260,
|
| 784 |
+
"Lanxess <": 261,
|
| 785 |
+
"LeMaitre Vascular <": 262,
|
| 786 |
+
"Lennar <": 263,
|
| 787 |
+
"Leonardo <": 264,
|
| 788 |
+
"Liberty Interactive <": 265,
|
| 789 |
+
"Liberty Media <": 266,
|
| 790 |
+
"Lincoln National <": 267,
|
| 791 |
+
"Lloyds Bank <": 268,
|
| 792 |
+
"Louis Dreyfus <": 269,
|
| 793 |
+
"Louisiana-Pacific <": 270,
|
| 794 |
+
"Lowe's <": 271,
|
| 795 |
+
"Loxam <": 272,
|
| 796 |
+
"Lumen Technologies <": 273,
|
| 797 |
+
"Lumentum Holdings <": 274,
|
| 798 |
+
"Lyft <": 275,
|
| 799 |
+
"MACOM Technology Solutions Holdings <": 276,
|
| 800 |
+
"MBIA <": 277,
|
| 801 |
+
"MDC Holdings <": 278,
|
| 802 |
+
"MGIC Investment <": 279,
|
| 803 |
+
"MGM Resorts International <": 280,
|
| 804 |
+
"Macy's <": 281,
|
| 805 |
+
"Maersk <": 282,
|
| 806 |
+
"Malaysia <": 283,
|
| 807 |
+
"Malaysia Airlines <": 284,
|
| 808 |
+
"Marathon Petroleum <": 285,
|
| 809 |
+
"Marks & Spencer <": 286,
|
| 810 |
+
"Marriott International <": 287,
|
| 811 |
+
"Marriott Vacations Worldwide <": 288,
|
| 812 |
+
"Mattel <": 289,
|
| 813 |
+
"Matterhorn Telecom <": 290,
|
| 814 |
+
"McDonalds <": 291,
|
| 815 |
+
"Mediobanca <": 292,
|
| 816 |
+
"Medline Industries <": 293,
|
| 817 |
+
"Mercedes-Benz Group <": 294,
|
| 818 |
+
"MetLife <": 295,
|
| 819 |
+
"Mexico <": 296,
|
| 820 |
+
"Michelin <": 297,
|
| 821 |
+
"MicroStrategy <": 298,
|
| 822 |
+
"Millicom International Cellular <": 299,
|
| 823 |
+
"Mondelez International <": 300,
|
| 824 |
+
"Montenegro <": 301,
|
| 825 |
+
"Morgan Stanley <": 302,
|
| 826 |
+
"Morocco <": 303,
|
| 827 |
+
"Motorola Solutions <": 304,
|
| 828 |
+
"Mundys <": 305,
|
| 829 |
+
"Munich Reinsurance <": 306,
|
| 830 |
+
"Murphy Oil <": 307,
|
| 831 |
+
"NOVA Chemicals <": 308,
|
| 832 |
+
"NRG Energy <": 309,
|
| 833 |
+
"Nabors Industries <": 310,
|
| 834 |
+
"NatWest Markets <": 311,
|
| 835 |
+
"Naturgy Energy Group <": 312,
|
| 836 |
+
"Navient <": 313,
|
| 837 |
+
"Neiman Marcus <": 314,
|
| 838 |
+
"Netflix <": 315,
|
| 839 |
+
"Newell Brands <": 316,
|
| 840 |
+
"Next <": 317,
|
| 841 |
+
"NextEra Energy <": 318,
|
| 842 |
+
"Nigeria <": 319,
|
| 843 |
+
"Nippon Paper Industries <": 320,
|
| 844 |
+
"Nissan Motor Company <": 321,
|
| 845 |
+
"Nokia <": 322,
|
| 846 |
+
"Nordstrom <": 323,
|
| 847 |
+
"Norwegian Cruise Line <": 324,
|
| 848 |
+
"Novafives <": 325,
|
| 849 |
+
"Nutanix <": 326,
|
| 850 |
+
"ON Semiconductor Corporation <": 327,
|
| 851 |
+
"Occidental Petroleum <": 328,
|
| 852 |
+
"Olaplex <": 329,
|
| 853 |
+
"Olin <": 330,
|
| 854 |
+
"Oman <": 331,
|
| 855 |
+
"Omnicom <": 332,
|
| 856 |
+
"OneMain Finance <": 333,
|
| 857 |
+
"Oracle Corporation <": 334,
|
| 858 |
+
"Osmosis Buyer Limited <": 335,
|
| 859 |
+
"Ovintiv <": 336,
|
| 860 |
+
"PAR Technology Corporation <": 337,
|
| 861 |
+
"PT Pertamina <": 338,
|
| 862 |
+
"PacifiCorp <": 339,
|
| 863 |
+
"Pacific Gas and Electric Company <": 340,
|
| 864 |
+
"Pacira BioSciences <": 341,
|
| 865 |
+
"Packaging Corporation of America <": 342,
|
| 866 |
+
"Pactiv <": 343,
|
| 867 |
+
"PagerDuty <": 344,
|
| 868 |
+
"Pakistan <": 345,
|
| 869 |
+
"Panama <": 346,
|
| 870 |
+
"Paramount Global <": 347,
|
| 871 |
+
"Parsons Corporation <": 348,
|
| 872 |
+
"Penguin Solutions <": 349,
|
| 873 |
+
"Peru <": 350,
|
| 874 |
+
"Petrobras <": 351,
|
| 875 |
+
"Petroleos Mexicanos <": 352,
|
| 876 |
+
"Pfizer <": 353,
|
| 877 |
+
"Picard <": 354,
|
| 878 |
+
"Pioneer Natural Resources Company <": 355,
|
| 879 |
+
"Pitney Bowes <": 356,
|
| 880 |
+
"Poland <": 357,
|
| 881 |
+
"Post Holdings <": 358,
|
| 882 |
+
"Premier Foods Finance <": 359,
|
| 883 |
+
"Progress Software Corporation <": 360,
|
| 884 |
+
"Prudential <": 361,
|
| 885 |
+
"Publicis Group <": 362,
|
| 886 |
+
"PulteGroup <": 363,
|
| 887 |
+
"Q2 Holdings <": 364,
|
| 888 |
+
"Qatar <": 365,
|
| 889 |
+
"R.R. Donnelley & Sons <": 366,
|
| 890 |
+
"RELX Group <": 367,
|
| 891 |
+
"Radian Group <": 368,
|
| 892 |
+
"Rakuten Group <": 369,
|
| 893 |
+
"Raytheon Technologies <": 370,
|
| 894 |
+
"Redfin <": 371,
|
| 895 |
+
"Renault <": 372,
|
| 896 |
+
"Repay Holdings Corporation <": 373,
|
| 897 |
+
"Repligen <": 374,
|
| 898 |
+
"Rexel <": 375,
|
| 899 |
+
"Reynolds American <": 376,
|
| 900 |
+
"Rite Aid <": 377,
|
| 901 |
+
"Rolls Royce <": 378,
|
| 902 |
+
"Romania <": 379,
|
| 903 |
+
"Royal Caribbean Cruises <": 380,
|
| 904 |
+
"Russia <": 381,
|
| 905 |
+
"Ryder System <": 382,
|
| 906 |
+
"SES <": 383,
|
| 907 |
+
"SLB <": 384,
|
| 908 |
+
"SSA <": 385,
|
| 909 |
+
"Safeway <": 386,
|
| 910 |
+
"Saint-Gobain <": 387,
|
| 911 |
+
"Saipem <": 388,
|
| 912 |
+
"Sanofi <": 389,
|
| 913 |
+
"Santander <": 390,
|
| 914 |
+
"Saudi Arabia <": 391,
|
| 915 |
+
"Schaeffler Group <": 392,
|
| 916 |
+
"Sealed Air <": 393,
|
| 917 |
+
"Serbia <": 394,
|
| 918 |
+
"Shell <": 395,
|
| 919 |
+
"Sherwin-Williams <": 396,
|
| 920 |
+
"Shift4 <": 397,
|
| 921 |
+
"Shopify <": 398,
|
| 922 |
+
"Siemens <": 399,
|
| 923 |
+
"Simon Property Group <": 400,
|
| 924 |
+
"Sinopec <": 401,
|
| 925 |
+
"SiriusXM <": 402,
|
| 926 |
+
"Smurfit Kappa <": 403,
|
| 927 |
+
"Snap <": 404,
|
| 928 |
+
"Snowflake <": 405,
|
| 929 |
+
"SoFi Technologies <": 406,
|
| 930 |
+
"Societe Generale <": 407,
|
| 931 |
+
"SoftBank <": 408,
|
| 932 |
+
"South Africa <": 409,
|
| 933 |
+
"South Korea <": 410,
|
| 934 |
+
"Southern Company <": 411,
|
| 935 |
+
"Southwest Airlines <": 412,
|
| 936 |
+
"Spain <": 413,
|
| 937 |
+
"Sprint Communications <": 414,
|
| 938 |
+
"Standard Chartered <": 415,
|
| 939 |
+
"Standard Industries <": 416,
|
| 940 |
+
"Staples <": 417,
|
| 941 |
+
"State Oil Company of Azerbaijan Republic <": 418,
|
| 942 |
+
"Stellantis <": 419,
|
| 943 |
+
"Stena <": 420,
|
| 944 |
+
"Stonegate Pub Company <": 421,
|
| 945 |
+
"Sudzucker <": 422,
|
| 946 |
+
"Sunrise Communications <": 423,
|
| 947 |
+
"Super Micro Computer <": 424,
|
| 948 |
+
"Sweden <": 425,
|
| 949 |
+
"T-Mobile USA <": 426,
|
| 950 |
+
"TDC Group <": 427,
|
| 951 |
+
"TIM <": 428,
|
| 952 |
+
"TRS": 429,
|
| 953 |
+
"Talen Energy Supply <": 430,
|
| 954 |
+
"Tandem Diabetes Care <": 431,
|
| 955 |
+
"Targa Resources Partners <": 432,
|
| 956 |
+
"Target <": 433,
|
| 957 |
+
"Teck Resources <": 434,
|
| 958 |
+
"Telefonica <": 435,
|
| 959 |
+
"Tencent Holdings <": 436,
|
| 960 |
+
"Tenet Healthcare <": 437,
|
| 961 |
+
"Tesco <": 438,
|
| 962 |
+
"Tesla <": 439,
|
| 963 |
+
"Teva Pharmaceutical Industries <": 440,
|
| 964 |
+
"Thailand <": 441,
|
| 965 |
+
"The Gap <": 442,
|
| 966 |
+
"The Goodyear Tire & Rubber Company <": 443,
|
| 967 |
+
"The Philippines <": 444,
|
| 968 |
+
"The Procter & Gamble Company <": 445,
|
| 969 |
+
"ThyssenKrupp <": 446,
|
| 970 |
+
"Toll Bros <": 447,
|
| 971 |
+
"Topgolf Callaway Brands <": 448,
|
| 972 |
+
"TransDigm <": 449,
|
| 973 |
+
"Transocean <": 450,
|
| 974 |
+
"Tunisia <": 451,
|
| 975 |
+
"Turkey <": 452,
|
| 976 |
+
"Tyson Foods <": 453,
|
| 977 |
+
"UBS <": 454,
|
| 978 |
+
"UPC Holding <": 455,
|
| 979 |
+
"US Steel <": 456,
|
| 980 |
+
"Uber Technologies <": 457,
|
| 981 |
+
"Ukraine <": 458,
|
| 982 |
+
"Underlying not identified <": 459,
|
| 983 |
+
"Unibail-Rodamco-Westfield <": 460,
|
| 984 |
+
"Unicredit <": 461,
|
| 985 |
+
"Unisys <": 462,
|
| 986 |
+
"United Airlines <": 463,
|
| 987 |
+
"United Group <": 464,
|
| 988 |
+
"United Kingdom <": 465,
|
| 989 |
+
"United Rentals <": 466,
|
| 990 |
+
"United States of America <": 467,
|
| 991 |
+
"UnitedHealth Group <": 468,
|
| 992 |
+
"Uniti Group <": 469,
|
| 993 |
+
"Universal Health Services <": 470,
|
| 994 |
+
"Univision Communications <": 471,
|
| 995 |
+
"Upstart Holdings <": 472,
|
| 996 |
+
"Uruguay <": 473,
|
| 997 |
+
"Valeo <": 474,
|
| 998 |
+
"Varonis Systems <": 475,
|
| 999 |
+
"Veeco <": 476,
|
| 1000 |
+
"Venture Global <": 477,
|
| 1001 |
+
"Verizon Communications <": 478,
|
| 1002 |
+
"Vietnam <": 479,
|
| 1003 |
+
"Virgin Media <": 480,
|
| 1004 |
+
"Vistra <": 481,
|
| 1005 |
+
"Vivendi <": 482,
|
| 1006 |
+
"Vodafone <": 483,
|
| 1007 |
+
"Volkswagen <": 484,
|
| 1008 |
+
"Volvo <": 485,
|
| 1009 |
+
"WPP <": 486,
|
| 1010 |
+
"Wayfair <": 487,
|
| 1011 |
+
"Weatherford International <": 488,
|
| 1012 |
+
"Wells Fargo <": 489,
|
| 1013 |
+
"Western Digital Corporation <": 490,
|
| 1014 |
+
"Whirlpool Corporation <": 491,
|
| 1015 |
+
"Williams Companies <": 492,
|
| 1016 |
+
"Xerox <": 493,
|
| 1017 |
+
"Xometry <": 494,
|
| 1018 |
+
"YUM! Brands <": 495,
|
| 1019 |
+
"Ziggo <": 496,
|
| 1020 |
+
"Zscaler <": 497,
|
| 1021 |
+
"Zurich Insurance Group <": 498,
|
| 1022 |
+
"iTraxx Asia ex-Japan <": 499,
|
| 1023 |
+
"iTraxx Australia <": 500,
|
| 1024 |
+
"iTraxx Europe (tranche) <": 501,
|
| 1025 |
+
"iTraxx Europe <": 502,
|
| 1026 |
+
"iTraxx Europe Crossover (tranche) <": 503,
|
| 1027 |
+
"iTraxx Europe Crossover <": 504,
|
| 1028 |
+
"iTraxx Europe Snr Financials <": 505,
|
| 1029 |
+
"iTraxx Europe Sub Financials <": 506,
|
| 1030 |
+
"iTraxx Japan <": 507
|
| 1031 |
+
},
|
| 1032 |
+
"layer_norm_eps": 1e-12,
|
| 1033 |
+
"max_position_embeddings": 512,
|
| 1034 |
+
"model_type": "bert",
|
| 1035 |
+
"num_attention_heads": 12,
|
| 1036 |
+
"num_hidden_layers": 12,
|
| 1037 |
+
"pad_token_id": 0,
|
| 1038 |
+
"position_embedding_type": "absolute",
|
| 1039 |
+
"problem_type": "single_label_classification",
|
| 1040 |
+
"torch_dtype": "float32",
|
| 1041 |
+
"transformers_version": "4.53.2",
|
| 1042 |
+
"type_vocab_size": 2,
|
| 1043 |
+
"use_cache": true,
|
| 1044 |
+
"vocab_size": 30873
|
| 1045 |
+
}
|
level_0/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
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|
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|
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|
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f1ff0a9e05ca74f58e970ef8de2b724a9a2a6396474754eec8408ef747011a39
|
| 3 |
+
size 440593376
|
level_1/config.json
ADDED
|
@@ -0,0 +1,37 @@
|
|
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|
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|
|
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|
|
|
|
| 1 |
+
{
|
| 2 |
+
"architectures": [
|
| 3 |
+
"BertForSequenceClassification"
|
| 4 |
+
],
|
| 5 |
+
"attention_probs_dropout_prob": 0.1,
|
| 6 |
+
"classifier_dropout": null,
|
| 7 |
+
"hidden_act": "gelu",
|
| 8 |
+
"hidden_dropout_prob": 0.1,
|
| 9 |
+
"hidden_size": 768,
|
| 10 |
+
"id2label": {
|
| 11 |
+
"0": "Index",
|
| 12 |
+
"1": "Single Name (Corporate)",
|
| 13 |
+
"2": "Single Name (SSA)",
|
| 14 |
+
"3": "interest rate index"
|
| 15 |
+
},
|
| 16 |
+
"initializer_range": 0.02,
|
| 17 |
+
"intermediate_size": 3072,
|
| 18 |
+
"label2id": {
|
| 19 |
+
"Index": 0,
|
| 20 |
+
"Single Name (Corporate)": 1,
|
| 21 |
+
"Single Name (SSA)": 2,
|
| 22 |
+
"interest rate index": 3
|
| 23 |
+
},
|
| 24 |
+
"layer_norm_eps": 1e-12,
|
| 25 |
+
"max_position_embeddings": 512,
|
| 26 |
+
"model_type": "bert",
|
| 27 |
+
"num_attention_heads": 12,
|
| 28 |
+
"num_hidden_layers": 12,
|
| 29 |
+
"pad_token_id": 0,
|
| 30 |
+
"position_embedding_type": "absolute",
|
| 31 |
+
"problem_type": "single_label_classification",
|
| 32 |
+
"torch_dtype": "float32",
|
| 33 |
+
"transformers_version": "4.53.2",
|
| 34 |
+
"type_vocab_size": 2,
|
| 35 |
+
"use_cache": true,
|
| 36 |
+
"vocab_size": 30873
|
| 37 |
+
}
|
level_1/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:570f7fff4d96273a213176d3cc28659237b1b67c9b0bcf8e159377418750431c
|
| 3 |
+
size 439043072
|
metadata.json
CHANGED
|
@@ -1,5 +1,5 @@
|
|
| 1 |
{
|
| 2 |
-
"timestamp": "
|
| 3 |
"model_name": "yiyanghkust/finbert-tone",
|
| 4 |
"max_length": 128,
|
| 5 |
"hierarchy": {
|
|
|
|
| 1 |
{
|
| 2 |
+
"timestamp": "20250724_094109",
|
| 3 |
"model_name": "yiyanghkust/finbert-tone",
|
| 4 |
"max_length": 128,
|
| 5 |
"hierarchy": {
|
tokenizer/special_tokens_map.json
ADDED
|
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"cls_token": "[CLS]",
|
| 3 |
+
"mask_token": "[MASK]",
|
| 4 |
+
"pad_token": "[PAD]",
|
| 5 |
+
"sep_token": "[SEP]",
|
| 6 |
+
"unk_token": "[UNK]"
|
| 7 |
+
}
|
tokenizer/tokenizer.json
ADDED
|
The diff for this file is too large to render.
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|
|
|
tokenizer/tokenizer_config.json
ADDED
|
@@ -0,0 +1,58 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
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|
|
|
|
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|
|
|
|
|
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|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"0": {
|
| 4 |
+
"content": "[PAD]",
|
| 5 |
+
"lstrip": false,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": false,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": true
|
| 10 |
+
},
|
| 11 |
+
"2": {
|
| 12 |
+
"content": "[UNK]",
|
| 13 |
+
"lstrip": false,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": false,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": true
|
| 18 |
+
},
|
| 19 |
+
"3": {
|
| 20 |
+
"content": "[CLS]",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": false,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
},
|
| 27 |
+
"4": {
|
| 28 |
+
"content": "[SEP]",
|
| 29 |
+
"lstrip": false,
|
| 30 |
+
"normalized": false,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": true
|
| 34 |
+
},
|
| 35 |
+
"5": {
|
| 36 |
+
"content": "[MASK]",
|
| 37 |
+
"lstrip": false,
|
| 38 |
+
"normalized": false,
|
| 39 |
+
"rstrip": false,
|
| 40 |
+
"single_word": false,
|
| 41 |
+
"special": true
|
| 42 |
+
}
|
| 43 |
+
},
|
| 44 |
+
"clean_up_tokenization_spaces": true,
|
| 45 |
+
"cls_token": "[CLS]",
|
| 46 |
+
"do_basic_tokenize": true,
|
| 47 |
+
"do_lower_case": true,
|
| 48 |
+
"extra_special_tokens": {},
|
| 49 |
+
"mask_token": "[MASK]",
|
| 50 |
+
"model_max_length": 1000000000000000019884624838656,
|
| 51 |
+
"never_split": null,
|
| 52 |
+
"pad_token": "[PAD]",
|
| 53 |
+
"sep_token": "[SEP]",
|
| 54 |
+
"strip_accents": null,
|
| 55 |
+
"tokenize_chinese_chars": true,
|
| 56 |
+
"tokenizer_class": "BertTokenizer",
|
| 57 |
+
"unk_token": "[UNK]"
|
| 58 |
+
}
|
tokenizer/vocab.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|