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
| { | |
| "architectures": [ | |
| "BertForSequenceClassification" | |
| ], | |
| "attention_probs_dropout_prob": 0.1, | |
| "classifier_dropout": null, | |
| "hidden_act": "gelu", | |
| "hidden_dropout_prob": 0.1, | |
| "hidden_size": 768, | |
| "id2label": { | |
| "0": "ABG Intermediate Holdings <", | |
| "1": "ABX <", | |
| "2": "ADT Security Corporation <", | |
| "3": "AES Corporation <", | |
| "4": "AT&T <", | |
| "5": "Abbott Laboratories <", | |
| "6": "Abu Dhabi <", | |
| "7": "Adler Real Estate <", | |
| "8": "Advanced Micro Devices <", | |
| "9": "Affirm Holdings <", | |
| "10": "Air France <", | |
| "11": "Airbus <", | |
| "12": "Akamai Technologies <", | |
| "13": "Albertsons <", | |
| "14": "Alibaba Group Holding <", | |
| "15": "Ally Financial <", | |
| "16": "Alphatec Holdings <", | |
| "17": "Alstom <", | |
| "18": "Altice <", | |
| "19": "Altria Group <", | |
| "20": "America Movil <", | |
| "21": "American Airlines <", | |
| "22": "American Axle and Manufacturing <", | |
| "23": "American Electric Power <", | |
| "24": "American Express <", | |
| "25": "American International Group <", | |
| "26": "American Tower <", | |
| "27": "Amkor Technology <", | |
| "28": "Anglo American <", | |
| "29": "Anheuser-Busch InBev <", | |
| "30": "Antero Resources <", | |
| "31": "Anywhere Real Estate <", | |
| "32": "Apache Corporation <", | |
| "33": "Aramark <", | |
| "34": "Arcelormittal <", | |
| "35": "Ardagh Packaging Finance <", | |
| "36": "Argentina <", | |
| "37": "Arrow Electronics <", | |
| "38": "Ashland <", | |
| "39": "Assicurazioni Generali <", | |
| "40": "Athenahealth <", | |
| "41": "Atlantic Aviation <", | |
| "42": "Australia <", | |
| "43": "Austria <", | |
| "44": "AutoZone <", | |
| "45": "Avis <", | |
| "46": "Avnet <", | |
| "47": "Avon <", | |
| "48": "BASF <", | |
| "49": "BBVA <", | |
| "50": "BMW <", | |
| "51": "BNP Paribas <", | |
| "52": "BP <", | |
| "53": "BT <", | |
| "54": "Bahamas <", | |
| "55": "Bahrain <", | |
| "56": "Baidu <", | |
| "57": "Ball Corp <", | |
| "58": "Banca Monte dei Paschi di Siena <", | |
| "59": "Bank of America <", | |
| "60": "Bank of Brazil <", | |
| "61": "Bank of China <", | |
| "62": "Barclays <", | |
| "63": "Bath & Body Works <", | |
| "64": "Bausch Health <", | |
| "65": "Beazer Homes USA <", | |
| "66": "Berkshire Hathaway <", | |
| "67": "Best Buy <", | |
| "68": "Bitdeer Technologies Group <", | |
| "69": "Blackline <", | |
| "70": "Block <", | |
| "71": "Bloom Energy <", | |
| "72": "Boeing <", | |
| "73": "Bombardier <", | |
| "74": "Boparan Finance <", | |
| "75": "BorgWarner <", | |
| "76": "Boston Scientific <", | |
| "77": "Bouygues <", | |
| "78": "Box <", | |
| "79": "Boyd Gaming <", | |
| "80": "Brazil <", | |
| "81": "Bristol Myers Squibb <", | |
| "82": "British American Tobacco <", | |
| "83": "Broadcom <", | |
| "84": "CCO Holdings <", | |
| "85": "CDX EM <", | |
| "86": "CDX NA HY (tranche) <", | |
| "87": "CDX NA HY <", | |
| "88": "CDX NA IG (tranche) <", | |
| "89": "CDX NA IG <", | |
| "90": "CMA CGM <", | |
| "91": "CMBX <", | |
| "92": "CNH Industrial <", | |
| "93": "CNOOC Petroleum <", | |
| "94": "CSC Holdings <", | |
| "95": "CVS Health Corporation <", | |
| "96": "Caesars Entertainment <", | |
| "97": "Calpine <", | |
| "98": "Campbell Soup Comany <", | |
| "99": "Canadian Natural Resources <", | |
| "100": "Cardinal Health <", | |
| "101": "Carnival <", | |
| "102": "Caterpillar <", | |
| "103": "Cellnex Telecom <", | |
| "104": "Chesapeake Energy <", | |
| "105": "Chile <", | |
| "106": "China <", | |
| "107": "China Construction Bank <", | |
| "108": "China Development Bank <", | |
| "109": "Citi <", | |
| "110": "Cleveland-Cliffs <", | |
| "111": "Clydesdale Acquisition Holdings <", | |
| "112": "Collegium Pharmaceutical <", | |
| "113": "Colombia <", | |
| "114": "Comcast <", | |
| "115": "CommScope <", | |
| "116": "Commerzbank <", | |
| "117": "Community Health Systems <", | |
| "118": "Conagra Brands <", | |
| "119": "ConocoPhillips <", | |
| "120": "Constellium <", | |
| "121": "Continental <", | |
| "122": "Cox Communications <", | |
| "123": "Credit Agricole <", | |
| "124": "Credit Suisse <", | |
| "125": "Croatia <", | |
| "126": "Crown Holdings <", | |
| "127": "Cutera <", | |
| "128": "Czech Republic <", | |
| "129": "C\u00f4te d'Ivoire <", | |
| "130": "D.R. Horton <", | |
| "131": "DISH DBS <", | |
| "132": "DP World <", | |
| "133": "DXC Technology Company <", | |
| "134": "Danone <", | |
| "135": "Darden Restaurants <", | |
| "136": "Datadog <", | |
| "137": "Davita Healthcare Partners <", | |
| "138": "Dell <", | |
| "139": "Delta Air Lines <", | |
| "140": "Deutsche Bank <", | |
| "141": "Deutsche Lufthansa <", | |
| "142": "Devon Energy <", | |
| "143": "DexCom <", | |
| "144": "DexKo <", | |
| "145": "Disney <", | |
| "146": "Dominican Republic <", | |
| "147": "Dominion Energy <", | |
| "148": "Dow <", | |
| "149": "Dropbox <", | |
| "150": "Dubai <", | |
| "151": "Duke Energy <", | |
| "152": "EG Group <", | |
| "153": "EQM Midstream Partners <", | |
| "154": "East West Manufacturing <", | |
| "155": "Eastman Chemical Company <", | |
| "156": "Ecuador <", | |
| "157": "Egypt <", | |
| "158": "Electricite de France <", | |
| "159": "Electrolux <", | |
| "160": "Elis <", | |
| "161": "Elo <", | |
| "162": "Enbridge <", | |
| "163": "Encore Capital Group <", | |
| "164": "Energias de Portugal <", | |
| "165": "Energy Transfer <", | |
| "166": "Enovis <", | |
| "167": "Enphase Energy <", | |
| "168": "Equitable <", | |
| "169": "Ericsson <", | |
| "170": "Eskom Holdings <", | |
| "171": "Estonia <", | |
| "172": "Etsy <", | |
| "173": "Eutelsat <", | |
| "174": "Evolent Health <", | |
| "175": "Exact Sciences Corporation <", | |
| "176": "Exclude", | |
| "177": "Exelon <", | |
| "178": "Expedia <", | |
| "179": "Faurecia <", | |
| "180": "FedEx <", | |
| "181": "Fiat Chrysler Automobiles <", | |
| "182": "Fibra UNO <", | |
| "183": "Finland <", | |
| "184": "FirstEnergy <", | |
| "185": "Five9 <", | |
| "186": "Ford Motor Company <", | |
| "187": "Forefront Dermatology <", | |
| "188": "Forvia <", | |
| "189": "France <", | |
| "190": "Freeport-McMoRan <", | |
| "191": "Frontier Communications <", | |
| "192": "GFL Environmental <", | |
| "193": "GKN Holdings <", | |
| "194": "GM <", | |
| "195": "GardaWorld <", | |
| "196": "Gazprom <", | |
| "197": "General Electric <", | |
| "198": "General Mills <", | |
| "199": "Genworth Holdings <", | |
| "200": "Germany <", | |
| "201": "Ghana <", | |
| "202": "Glencore International <", | |
| "203": "Goldman Sachs <", | |
| "204": "Granite Construction <", | |
| "205": "Greece <", | |
| "206": "Grifols <", | |
| "207": "Groupe Casino <", | |
| "208": "Groupon <", | |
| "209": "HAT Holdings <", | |
| "210": "HCA Healthcare <", | |
| "211": "HP <", | |
| "212": "HSBC <", | |
| "213": "HUB International <", | |
| "214": "Halliburton Company <", | |
| "215": "Halozyme Therapeutics <", | |
| "216": "Hannover Re <", | |
| "217": "Heidelberg Materials <", | |
| "218": "Hertz <", | |
| "219": "Hess Corporation <", | |
| "220": "Hilton <", | |
| "221": "Hochtief <", | |
| "222": "Holcim <", | |
| "223": "Home Depot <", | |
| "224": "Host Hotels & Resorts <", | |
| "225": "Howmet Aereospace <", | |
| "226": "Hungary <", | |
| "227": "IBM <", | |
| "228": "ICBC <", | |
| "229": "INEOS Group Holdings <", | |
| "230": "ITOCHU Corporation <", | |
| "231": "Iceland Foods <", | |
| "232": "Imperial Brands <", | |
| "233": "Indonesia <", | |
| "234": "International Game Technology <", | |
| "235": "International Lease Finance Corporation <", | |
| "236": "International Paper Company <", | |
| "237": "Intesa Sanpaolo <", | |
| "238": "Intrum <", | |
| "239": "Iron Mountain <", | |
| "240": "Israel <", | |
| "241": "Italy <", | |
| "242": "JP Morgan <", | |
| "243": "Jaguar Land Rover Automotive <", | |
| "244": "Japan <", | |
| "245": "Jazz Pharmaceuticals <", | |
| "246": "Johnson & Johnson <", | |
| "247": "Johnson Controls International <", | |
| "248": "K+S <", | |
| "249": "K. Hovnanian Enterprises <", | |
| "250": "KB Home <", | |
| "251": "Kawasaki Heavy Industries <", | |
| "252": "Kazakhstan <", | |
| "253": "Kinder Morgan <", | |
| "254": "Kobe Steel <", | |
| "255": "Kohl's <", | |
| "256": "Kraft Heinz <", | |
| "257": "Kroger <", | |
| "258": "L Brands <", | |
| "259": "Ladbrokes <", | |
| "260": "Lamb Weston <", | |
| "261": "Lanxess <", | |
| "262": "LeMaitre Vascular <", | |
| "263": "Lennar <", | |
| "264": "Leonardo <", | |
| "265": "Liberty Interactive <", | |
| "266": "Liberty Media <", | |
| "267": "Lincoln National <", | |
| "268": "Lloyds Bank <", | |
| "269": "Louis Dreyfus <", | |
| "270": "Louisiana-Pacific <", | |
| "271": "Lowe's <", | |
| "272": "Loxam <", | |
| "273": "Lumen Technologies <", | |
| "274": "Lumentum Holdings <", | |
| "275": "Lyft <", | |
| "276": "MACOM Technology Solutions Holdings <", | |
| "277": "MBIA <", | |
| "278": "MDC Holdings <", | |
| "279": "MGIC Investment <", | |
| "280": "MGM Resorts International <", | |
| "281": "Macy's <", | |
| "282": "Maersk <", | |
| "283": "Malaysia <", | |
| "284": "Malaysia Airlines <", | |
| "285": "Marathon Petroleum <", | |
| "286": "Marks & Spencer <", | |
| "287": "Marriott International <", | |
| "288": "Marriott Vacations Worldwide <", | |
| "289": "Mattel <", | |
| "290": "Matterhorn Telecom <", | |
| "291": "McDonalds <", | |
| "292": "Mediobanca <", | |
| "293": "Medline Industries <", | |
| "294": "Mercedes-Benz Group <", | |
| "295": "MetLife <", | |
| "296": "Mexico <", | |
| "297": "Michelin <", | |
| "298": "MicroStrategy <", | |
| "299": "Millicom International Cellular <", | |
| "300": "Mondelez International <", | |
| "301": "Montenegro <", | |
| "302": "Morgan Stanley <", | |
| "303": "Morocco <", | |
| "304": "Motorola Solutions <", | |
| "305": "Mundys <", | |
| "306": "Munich Reinsurance <", | |
| "307": "Murphy Oil <", | |
| "308": "NOVA Chemicals <", | |
| "309": "NRG Energy <", | |
| "310": "Nabors Industries <", | |
| "311": "NatWest Markets <", | |
| "312": "Naturgy Energy Group <", | |
| "313": "Navient <", | |
| "314": "Neiman Marcus <", | |
| "315": "Netflix <", | |
| "316": "Newell Brands <", | |
| "317": "Next <", | |
| "318": "NextEra Energy <", | |
| "319": "Nigeria <", | |
| "320": "Nippon Paper Industries <", | |
| "321": "Nissan Motor Company <", | |
| "322": "Nokia <", | |
| "323": "Nordstrom <", | |
| "324": "Norwegian Cruise Line <", | |
| "325": "Novafives <", | |
| "326": "Nutanix <", | |
| "327": "ON Semiconductor Corporation <", | |
| "328": "Occidental Petroleum <", | |
| "329": "Olaplex <", | |
| "330": "Olin <", | |
| "331": "Oman <", | |
| "332": "Omnicom <", | |
| "333": "OneMain Finance <", | |
| "334": "Oracle Corporation <", | |
| "335": "Osmosis Buyer Limited <", | |
| "336": "Ovintiv <", | |
| "337": "PAR Technology Corporation <", | |
| "338": "PT Pertamina <", | |
| "339": "PacifiCorp <", | |
| "340": "Pacific Gas and Electric Company <", | |
| "341": "Pacira BioSciences <", | |
| "342": "Packaging Corporation of America <", | |
| "343": "Pactiv <", | |
| "344": "PagerDuty <", | |
| "345": "Pakistan <", | |
| "346": "Panama <", | |
| "347": "Paramount Global <", | |
| "348": "Parsons Corporation <", | |
| "349": "Penguin Solutions <", | |
| "350": "Peru <", | |
| "351": "Petrobras <", | |
| "352": "Petroleos Mexicanos <", | |
| "353": "Pfizer <", | |
| "354": "Picard <", | |
| "355": "Pioneer Natural Resources Company <", | |
| "356": "Pitney Bowes <", | |
| "357": "Poland <", | |
| "358": "Post Holdings <", | |
| "359": "Premier Foods Finance <", | |
| "360": "Progress Software Corporation <", | |
| "361": "Prudential <", | |
| "362": "Publicis Group <", | |
| "363": "PulteGroup <", | |
| "364": "Q2 Holdings <", | |
| "365": "Qatar <", | |
| "366": "R.R. Donnelley & Sons <", | |
| "367": "RELX Group <", | |
| "368": "Radian Group <", | |
| "369": "Rakuten Group <", | |
| "370": "Raytheon Technologies <", | |
| "371": "Redfin <", | |
| "372": "Renault <", | |
| "373": "Repay Holdings Corporation <", | |
| "374": "Repligen <", | |
| "375": "Rexel <", | |
| "376": "Reynolds American <", | |
| "377": "Rite Aid <", | |
| "378": "Rolls Royce <", | |
| "379": "Romania <", | |
| "380": "Royal Caribbean Cruises <", | |
| "381": "Russia <", | |
| "382": "Ryder System <", | |
| "383": "SES <", | |
| "384": "SLB <", | |
| "385": "SSA <", | |
| "386": "Safeway <", | |
| "387": "Saint-Gobain <", | |
| "388": "Saipem <", | |
| "389": "Sanofi <", | |
| "390": "Santander <", | |
| "391": "Saudi Arabia <", | |
| "392": "Schaeffler Group <", | |
| "393": "Sealed Air <", | |
| "394": "Serbia <", | |
| "395": "Shell <", | |
| "396": "Sherwin-Williams <", | |
| "397": "Shift4 <", | |
| "398": "Shopify <", | |
| "399": "Siemens <", | |
| "400": "Simon Property Group <", | |
| "401": "Sinopec <", | |
| "402": "SiriusXM <", | |
| "403": "Smurfit Kappa <", | |
| "404": "Snap <", | |
| "405": "Snowflake <", | |
| "406": "SoFi Technologies <", | |
| "407": "Societe Generale <", | |
| "408": "SoftBank <", | |
| "409": "South Africa <", | |
| "410": "South Korea <", | |
| "411": "Southern Company <", | |
| "412": "Southwest Airlines <", | |
| "413": "Spain <", | |
| "414": "Sprint Communications <", | |
| "415": "Standard Chartered <", | |
| "416": "Standard Industries <", | |
| "417": "Staples <", | |
| "418": "State Oil Company of Azerbaijan Republic <", | |
| "419": "Stellantis <", | |
| "420": "Stena <", | |
| "421": "Stonegate Pub Company <", | |
| "422": "Sudzucker <", | |
| "423": "Sunrise Communications <", | |
| "424": "Super Micro Computer <", | |
| "425": "Sweden <", | |
| "426": "T-Mobile USA <", | |
| "427": "TDC Group <", | |
| "428": "TIM <", | |
| "429": "TRS", | |
| "430": "Talen Energy Supply <", | |
| "431": "Tandem Diabetes Care <", | |
| "432": "Targa Resources Partners <", | |
| "433": "Target <", | |
| "434": "Teck Resources <", | |
| "435": "Telefonica <", | |
| "436": "Tencent Holdings <", | |
| "437": "Tenet Healthcare <", | |
| "438": "Tesco <", | |
| "439": "Tesla <", | |
| "440": "Teva Pharmaceutical Industries <", | |
| "441": "Thailand <", | |
| "442": "The Gap <", | |
| "443": "The Goodyear Tire & Rubber Company <", | |
| "444": "The Philippines <", | |
| "445": "The Procter & Gamble Company <", | |
| "446": "ThyssenKrupp <", | |
| "447": "Toll Bros <", | |
| "448": "Topgolf Callaway Brands <", | |
| "449": "TransDigm <", | |
| "450": "Transocean <", | |
| "451": "Tunisia <", | |
| "452": "Turkey <", | |
| "453": "Tyson Foods <", | |
| "454": "UBS <", | |
| "455": "UPC Holding <", | |
| "456": "US Steel <", | |
| "457": "Uber Technologies <", | |
| "458": "Ukraine <", | |
| "459": "Underlying not identified <", | |
| "460": "Unibail-Rodamco-Westfield <", | |
| "461": "Unicredit <", | |
| "462": "Unisys <", | |
| "463": "United Airlines <", | |
| "464": "United Group <", | |
| "465": "United Kingdom <", | |
| "466": "United Rentals <", | |
| "467": "United States of America <", | |
| "468": "UnitedHealth Group <", | |
| "469": "Uniti Group <", | |
| "470": "Universal Health Services <", | |
| "471": "Univision Communications <", | |
| "472": "Upstart Holdings <", | |
| "473": "Uruguay <", | |
| "474": "Valeo <", | |
| "475": "Varonis Systems <", | |
| "476": "Veeco <", | |
| "477": "Venture Global <", | |
| "478": "Verizon Communications <", | |
| "479": "Vietnam <", | |
| "480": "Virgin Media <", | |
| "481": "Vistra <", | |
| "482": "Vivendi <", | |
| "483": "Vodafone <", | |
| "484": "Volkswagen <", | |
| "485": "Volvo <", | |
| "486": "WPP <", | |
| "487": "Wayfair <", | |
| "488": "Weatherford International <", | |
| "489": "Wells Fargo <", | |
| "490": "Western Digital Corporation <", | |
| "491": "Whirlpool Corporation <", | |
| "492": "Williams Companies <", | |
| "493": "Xerox <", | |
| "494": "Xometry <", | |
| "495": "YUM! Brands <", | |
| "496": "Ziggo <", | |
| "497": "Zscaler <", | |
| "498": "Zurich Insurance Group <", | |
| "499": "iTraxx Asia ex-Japan <", | |
| "500": "iTraxx Australia <", | |
| "501": "iTraxx Europe (tranche) <", | |
| "502": "iTraxx Europe <", | |
| "503": "iTraxx Europe Crossover (tranche) <", | |
| "504": "iTraxx Europe Crossover <", | |
| "505": "iTraxx Europe Snr Financials <", | |
| "506": "iTraxx Europe Sub Financials <", | |
| "507": "iTraxx Japan <" | |
| }, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 3072, | |
| "label2id": { | |
| "ABG Intermediate Holdings <": 0, | |
| "ABX <": 1, | |
| "ADT Security Corporation <": 2, | |
| "AES Corporation <": 3, | |
| "AT&T <": 4, | |
| "Abbott Laboratories <": 5, | |
| "Abu Dhabi <": 6, | |
| "Adler Real Estate <": 7, | |
| "Advanced Micro Devices <": 8, | |
| "Affirm Holdings <": 9, | |
| "Air France <": 10, | |
| "Airbus <": 11, | |
| "Akamai Technologies <": 12, | |
| "Albertsons <": 13, | |
| "Alibaba Group Holding <": 14, | |
| "Ally Financial <": 15, | |
| "Alphatec Holdings <": 16, | |
| "Alstom <": 17, | |
| "Altice <": 18, | |
| "Altria Group <": 19, | |
| "America Movil <": 20, | |
| "American Airlines <": 21, | |
| "American Axle and Manufacturing <": 22, | |
| "American Electric Power <": 23, | |
| "American Express <": 24, | |
| "American International Group <": 25, | |
| "American Tower <": 26, | |
| "Amkor Technology <": 27, | |
| "Anglo American <": 28, | |
| "Anheuser-Busch InBev <": 29, | |
| "Antero Resources <": 30, | |
| "Anywhere Real Estate <": 31, | |
| "Apache Corporation <": 32, | |
| "Aramark <": 33, | |
| "Arcelormittal <": 34, | |
| "Ardagh Packaging Finance <": 35, | |
| "Argentina <": 36, | |
| "Arrow Electronics <": 37, | |
| "Ashland <": 38, | |
| "Assicurazioni Generali <": 39, | |
| "Athenahealth <": 40, | |
| "Atlantic Aviation <": 41, | |
| "Australia <": 42, | |
| "Austria <": 43, | |
| "AutoZone <": 44, | |
| "Avis <": 45, | |
| "Avnet <": 46, | |
| "Avon <": 47, | |
| "BASF <": 48, | |
| "BBVA <": 49, | |
| "BMW <": 50, | |
| "BNP Paribas <": 51, | |
| "BP <": 52, | |
| "BT <": 53, | |
| "Bahamas <": 54, | |
| "Bahrain <": 55, | |
| "Baidu <": 56, | |
| "Ball Corp <": 57, | |
| "Banca Monte dei Paschi di Siena <": 58, | |
| "Bank of America <": 59, | |
| "Bank of Brazil <": 60, | |
| "Bank of China <": 61, | |
| "Barclays <": 62, | |
| "Bath & Body Works <": 63, | |
| "Bausch Health <": 64, | |
| "Beazer Homes USA <": 65, | |
| "Berkshire Hathaway <": 66, | |
| "Best Buy <": 67, | |
| "Bitdeer Technologies Group <": 68, | |
| "Blackline <": 69, | |
| "Block <": 70, | |
| "Bloom Energy <": 71, | |
| "Boeing <": 72, | |
| "Bombardier <": 73, | |
| "Boparan Finance <": 74, | |
| "BorgWarner <": 75, | |
| "Boston Scientific <": 76, | |
| "Bouygues <": 77, | |
| "Box <": 78, | |
| "Boyd Gaming <": 79, | |
| "Brazil <": 80, | |
| "Bristol Myers Squibb <": 81, | |
| "British American Tobacco <": 82, | |
| "Broadcom <": 83, | |
| "CCO Holdings <": 84, | |
| "CDX EM <": 85, | |
| "CDX NA HY (tranche) <": 86, | |
| "CDX NA HY <": 87, | |
| "CDX NA IG (tranche) <": 88, | |
| "CDX NA IG <": 89, | |
| "CMA CGM <": 90, | |
| "CMBX <": 91, | |
| "CNH Industrial <": 92, | |
| "CNOOC Petroleum <": 93, | |
| "CSC Holdings <": 94, | |
| "CVS Health Corporation <": 95, | |
| "Caesars Entertainment <": 96, | |
| "Calpine <": 97, | |
| "Campbell Soup Comany <": 98, | |
| "Canadian Natural Resources <": 99, | |
| "Cardinal Health <": 100, | |
| "Carnival <": 101, | |
| "Caterpillar <": 102, | |
| "Cellnex Telecom <": 103, | |
| "Chesapeake Energy <": 104, | |
| "Chile <": 105, | |
| "China <": 106, | |
| "China Construction Bank <": 107, | |
| "China Development Bank <": 108, | |
| "Citi <": 109, | |
| "Cleveland-Cliffs <": 110, | |
| "Clydesdale Acquisition Holdings <": 111, | |
| "Collegium Pharmaceutical <": 112, | |
| "Colombia <": 113, | |
| "Comcast <": 114, | |
| "CommScope <": 115, | |
| "Commerzbank <": 116, | |
| "Community Health Systems <": 117, | |
| "Conagra Brands <": 118, | |
| "ConocoPhillips <": 119, | |
| "Constellium <": 120, | |
| "Continental <": 121, | |
| "Cox Communications <": 122, | |
| "Credit Agricole <": 123, | |
| "Credit Suisse <": 124, | |
| "Croatia <": 125, | |
| "Crown Holdings <": 126, | |
| "Cutera <": 127, | |
| "Czech Republic <": 128, | |
| "C\u00f4te d'Ivoire <": 129, | |
| "D.R. Horton <": 130, | |
| "DISH DBS <": 131, | |
| "DP World <": 132, | |
| "DXC Technology Company <": 133, | |
| "Danone <": 134, | |
| "Darden Restaurants <": 135, | |
| "Datadog <": 136, | |
| "Davita Healthcare Partners <": 137, | |
| "Dell <": 138, | |
| "Delta Air Lines <": 139, | |
| "Deutsche Bank <": 140, | |
| "Deutsche Lufthansa <": 141, | |
| "Devon Energy <": 142, | |
| "DexCom <": 143, | |
| "DexKo <": 144, | |
| "Disney <": 145, | |
| "Dominican Republic <": 146, | |
| "Dominion Energy <": 147, | |
| "Dow <": 148, | |
| "Dropbox <": 149, | |
| "Dubai <": 150, | |
| "Duke Energy <": 151, | |
| "EG Group <": 152, | |
| "EQM Midstream Partners <": 153, | |
| "East West Manufacturing <": 154, | |
| "Eastman Chemical Company <": 155, | |
| "Ecuador <": 156, | |
| "Egypt <": 157, | |
| "Electricite de France <": 158, | |
| "Electrolux <": 159, | |
| "Elis <": 160, | |
| "Elo <": 161, | |
| "Enbridge <": 162, | |
| "Encore Capital Group <": 163, | |
| "Energias de Portugal <": 164, | |
| "Energy Transfer <": 165, | |
| "Enovis <": 166, | |
| "Enphase Energy <": 167, | |
| "Equitable <": 168, | |
| "Ericsson <": 169, | |
| "Eskom Holdings <": 170, | |
| "Estonia <": 171, | |
| "Etsy <": 172, | |
| "Eutelsat <": 173, | |
| "Evolent Health <": 174, | |
| "Exact Sciences Corporation <": 175, | |
| "Exclude": 176, | |
| "Exelon <": 177, | |
| "Expedia <": 178, | |
| "Faurecia <": 179, | |
| "FedEx <": 180, | |
| "Fiat Chrysler Automobiles <": 181, | |
| "Fibra UNO <": 182, | |
| "Finland <": 183, | |
| "FirstEnergy <": 184, | |
| "Five9 <": 185, | |
| "Ford Motor Company <": 186, | |
| "Forefront Dermatology <": 187, | |
| "Forvia <": 188, | |
| "France <": 189, | |
| "Freeport-McMoRan <": 190, | |
| "Frontier Communications <": 191, | |
| "GFL Environmental <": 192, | |
| "GKN Holdings <": 193, | |
| "GM <": 194, | |
| "GardaWorld <": 195, | |
| "Gazprom <": 196, | |
| "General Electric <": 197, | |
| "General Mills <": 198, | |
| "Genworth Holdings <": 199, | |
| "Germany <": 200, | |
| "Ghana <": 201, | |
| "Glencore International <": 202, | |
| "Goldman Sachs <": 203, | |
| "Granite Construction <": 204, | |
| "Greece <": 205, | |
| "Grifols <": 206, | |
| "Groupe Casino <": 207, | |
| "Groupon <": 208, | |
| "HAT Holdings <": 209, | |
| "HCA Healthcare <": 210, | |
| "HP <": 211, | |
| "HSBC <": 212, | |
| "HUB International <": 213, | |
| "Halliburton Company <": 214, | |
| "Halozyme Therapeutics <": 215, | |
| "Hannover Re <": 216, | |
| "Heidelberg Materials <": 217, | |
| "Hertz <": 218, | |
| "Hess Corporation <": 219, | |
| "Hilton <": 220, | |
| "Hochtief <": 221, | |
| "Holcim <": 222, | |
| "Home Depot <": 223, | |
| "Host Hotels & Resorts <": 224, | |
| "Howmet Aereospace <": 225, | |
| "Hungary <": 226, | |
| "IBM <": 227, | |
| "ICBC <": 228, | |
| "INEOS Group Holdings <": 229, | |
| "ITOCHU Corporation <": 230, | |
| "Iceland Foods <": 231, | |
| "Imperial Brands <": 232, | |
| "Indonesia <": 233, | |
| "International Game Technology <": 234, | |
| "International Lease Finance Corporation <": 235, | |
| "International Paper Company <": 236, | |
| "Intesa Sanpaolo <": 237, | |
| "Intrum <": 238, | |
| "Iron Mountain <": 239, | |
| "Israel <": 240, | |
| "Italy <": 241, | |
| "JP Morgan <": 242, | |
| "Jaguar Land Rover Automotive <": 243, | |
| "Japan <": 244, | |
| "Jazz Pharmaceuticals <": 245, | |
| "Johnson & Johnson <": 246, | |
| "Johnson Controls International <": 247, | |
| "K+S <": 248, | |
| "K. Hovnanian Enterprises <": 249, | |
| "KB Home <": 250, | |
| "Kawasaki Heavy Industries <": 251, | |
| "Kazakhstan <": 252, | |
| "Kinder Morgan <": 253, | |
| "Kobe Steel <": 254, | |
| "Kohl's <": 255, | |
| "Kraft Heinz <": 256, | |
| "Kroger <": 257, | |
| "L Brands <": 258, | |
| "Ladbrokes <": 259, | |
| "Lamb Weston <": 260, | |
| "Lanxess <": 261, | |
| "LeMaitre Vascular <": 262, | |
| "Lennar <": 263, | |
| "Leonardo <": 264, | |
| "Liberty Interactive <": 265, | |
| "Liberty Media <": 266, | |
| "Lincoln National <": 267, | |
| "Lloyds Bank <": 268, | |
| "Louis Dreyfus <": 269, | |
| "Louisiana-Pacific <": 270, | |
| "Lowe's <": 271, | |
| "Loxam <": 272, | |
| "Lumen Technologies <": 273, | |
| "Lumentum Holdings <": 274, | |
| "Lyft <": 275, | |
| "MACOM Technology Solutions Holdings <": 276, | |
| "MBIA <": 277, | |
| "MDC Holdings <": 278, | |
| "MGIC Investment <": 279, | |
| "MGM Resorts International <": 280, | |
| "Macy's <": 281, | |
| "Maersk <": 282, | |
| "Malaysia <": 283, | |
| "Malaysia Airlines <": 284, | |
| "Marathon Petroleum <": 285, | |
| "Marks & Spencer <": 286, | |
| "Marriott International <": 287, | |
| "Marriott Vacations Worldwide <": 288, | |
| "Mattel <": 289, | |
| "Matterhorn Telecom <": 290, | |
| "McDonalds <": 291, | |
| "Mediobanca <": 292, | |
| "Medline Industries <": 293, | |
| "Mercedes-Benz Group <": 294, | |
| "MetLife <": 295, | |
| "Mexico <": 296, | |
| "Michelin <": 297, | |
| "MicroStrategy <": 298, | |
| "Millicom International Cellular <": 299, | |
| "Mondelez International <": 300, | |
| "Montenegro <": 301, | |
| "Morgan Stanley <": 302, | |
| "Morocco <": 303, | |
| "Motorola Solutions <": 304, | |
| "Mundys <": 305, | |
| "Munich Reinsurance <": 306, | |
| "Murphy Oil <": 307, | |
| "NOVA Chemicals <": 308, | |
| "NRG Energy <": 309, | |
| "Nabors Industries <": 310, | |
| "NatWest Markets <": 311, | |
| "Naturgy Energy Group <": 312, | |
| "Navient <": 313, | |
| "Neiman Marcus <": 314, | |
| "Netflix <": 315, | |
| "Newell Brands <": 316, | |
| "Next <": 317, | |
| "NextEra Energy <": 318, | |
| "Nigeria <": 319, | |
| "Nippon Paper Industries <": 320, | |
| "Nissan Motor Company <": 321, | |
| "Nokia <": 322, | |
| "Nordstrom <": 323, | |
| "Norwegian Cruise Line <": 324, | |
| "Novafives <": 325, | |
| "Nutanix <": 326, | |
| "ON Semiconductor Corporation <": 327, | |
| "Occidental Petroleum <": 328, | |
| "Olaplex <": 329, | |
| "Olin <": 330, | |
| "Oman <": 331, | |
| "Omnicom <": 332, | |
| "OneMain Finance <": 333, | |
| "Oracle Corporation <": 334, | |
| "Osmosis Buyer Limited <": 335, | |
| "Ovintiv <": 336, | |
| "PAR Technology Corporation <": 337, | |
| "PT Pertamina <": 338, | |
| "PacifiCorp <": 339, | |
| "Pacific Gas and Electric Company <": 340, | |
| "Pacira BioSciences <": 341, | |
| "Packaging Corporation of America <": 342, | |
| "Pactiv <": 343, | |
| "PagerDuty <": 344, | |
| "Pakistan <": 345, | |
| "Panama <": 346, | |
| "Paramount Global <": 347, | |
| "Parsons Corporation <": 348, | |
| "Penguin Solutions <": 349, | |
| "Peru <": 350, | |
| "Petrobras <": 351, | |
| "Petroleos Mexicanos <": 352, | |
| "Pfizer <": 353, | |
| "Picard <": 354, | |
| "Pioneer Natural Resources Company <": 355, | |
| "Pitney Bowes <": 356, | |
| "Poland <": 357, | |
| "Post Holdings <": 358, | |
| "Premier Foods Finance <": 359, | |
| "Progress Software Corporation <": 360, | |
| "Prudential <": 361, | |
| "Publicis Group <": 362, | |
| "PulteGroup <": 363, | |
| "Q2 Holdings <": 364, | |
| "Qatar <": 365, | |
| "R.R. Donnelley & Sons <": 366, | |
| "RELX Group <": 367, | |
| "Radian Group <": 368, | |
| "Rakuten Group <": 369, | |
| "Raytheon Technologies <": 370, | |
| "Redfin <": 371, | |
| "Renault <": 372, | |
| "Repay Holdings Corporation <": 373, | |
| "Repligen <": 374, | |
| "Rexel <": 375, | |
| "Reynolds American <": 376, | |
| "Rite Aid <": 377, | |
| "Rolls Royce <": 378, | |
| "Romania <": 379, | |
| "Royal Caribbean Cruises <": 380, | |
| "Russia <": 381, | |
| "Ryder System <": 382, | |
| "SES <": 383, | |
| "SLB <": 384, | |
| "SSA <": 385, | |
| "Safeway <": 386, | |
| "Saint-Gobain <": 387, | |
| "Saipem <": 388, | |
| "Sanofi <": 389, | |
| "Santander <": 390, | |
| "Saudi Arabia <": 391, | |
| "Schaeffler Group <": 392, | |
| "Sealed Air <": 393, | |
| "Serbia <": 394, | |
| "Shell <": 395, | |
| "Sherwin-Williams <": 396, | |
| "Shift4 <": 397, | |
| "Shopify <": 398, | |
| "Siemens <": 399, | |
| "Simon Property Group <": 400, | |
| "Sinopec <": 401, | |
| "SiriusXM <": 402, | |
| "Smurfit Kappa <": 403, | |
| "Snap <": 404, | |
| "Snowflake <": 405, | |
| "SoFi Technologies <": 406, | |
| "Societe Generale <": 407, | |
| "SoftBank <": 408, | |
| "South Africa <": 409, | |
| "South Korea <": 410, | |
| "Southern Company <": 411, | |
| "Southwest Airlines <": 412, | |
| "Spain <": 413, | |
| "Sprint Communications <": 414, | |
| "Standard Chartered <": 415, | |
| "Standard Industries <": 416, | |
| "Staples <": 417, | |
| "State Oil Company of Azerbaijan Republic <": 418, | |
| "Stellantis <": 419, | |
| "Stena <": 420, | |
| "Stonegate Pub Company <": 421, | |
| "Sudzucker <": 422, | |
| "Sunrise Communications <": 423, | |
| "Super Micro Computer <": 424, | |
| "Sweden <": 425, | |
| "T-Mobile USA <": 426, | |
| "TDC Group <": 427, | |
| "TIM <": 428, | |
| "TRS": 429, | |
| "Talen Energy Supply <": 430, | |
| "Tandem Diabetes Care <": 431, | |
| "Targa Resources Partners <": 432, | |
| "Target <": 433, | |
| "Teck Resources <": 434, | |
| "Telefonica <": 435, | |
| "Tencent Holdings <": 436, | |
| "Tenet Healthcare <": 437, | |
| "Tesco <": 438, | |
| "Tesla <": 439, | |
| "Teva Pharmaceutical Industries <": 440, | |
| "Thailand <": 441, | |
| "The Gap <": 442, | |
| "The Goodyear Tire & Rubber Company <": 443, | |
| "The Philippines <": 444, | |
| "The Procter & Gamble Company <": 445, | |
| "ThyssenKrupp <": 446, | |
| "Toll Bros <": 447, | |
| "Topgolf Callaway Brands <": 448, | |
| "TransDigm <": 449, | |
| "Transocean <": 450, | |
| "Tunisia <": 451, | |
| "Turkey <": 452, | |
| "Tyson Foods <": 453, | |
| "UBS <": 454, | |
| "UPC Holding <": 455, | |
| "US Steel <": 456, | |
| "Uber Technologies <": 457, | |
| "Ukraine <": 458, | |
| "Underlying not identified <": 459, | |
| "Unibail-Rodamco-Westfield <": 460, | |
| "Unicredit <": 461, | |
| "Unisys <": 462, | |
| "United Airlines <": 463, | |
| "United Group <": 464, | |
| "United Kingdom <": 465, | |
| "United Rentals <": 466, | |
| "United States of America <": 467, | |
| "UnitedHealth Group <": 468, | |
| "Uniti Group <": 469, | |
| "Universal Health Services <": 470, | |
| "Univision Communications <": 471, | |
| "Upstart Holdings <": 472, | |
| "Uruguay <": 473, | |
| "Valeo <": 474, | |
| "Varonis Systems <": 475, | |
| "Veeco <": 476, | |
| "Venture Global <": 477, | |
| "Verizon Communications <": 478, | |
| "Vietnam <": 479, | |
| "Virgin Media <": 480, | |
| "Vistra <": 481, | |
| "Vivendi <": 482, | |
| "Vodafone <": 483, | |
| "Volkswagen <": 484, | |
| "Volvo <": 485, | |
| "WPP <": 486, | |
| "Wayfair <": 487, | |
| "Weatherford International <": 488, | |
| "Wells Fargo <": 489, | |
| "Western Digital Corporation <": 490, | |
| "Whirlpool Corporation <": 491, | |
| "Williams Companies <": 492, | |
| "Xerox <": 493, | |
| "Xometry <": 494, | |
| "YUM! Brands <": 495, | |
| "Ziggo <": 496, | |
| "Zscaler <": 497, | |
| "Zurich Insurance Group <": 498, | |
| "iTraxx Asia ex-Japan <": 499, | |
| "iTraxx Australia <": 500, | |
| "iTraxx Europe (tranche) <": 501, | |
| "iTraxx Europe <": 502, | |
| "iTraxx Europe Crossover (tranche) <": 503, | |
| "iTraxx Europe Crossover <": 504, | |
| "iTraxx Europe Snr Financials <": 505, | |
| "iTraxx Europe Sub Financials <": 506, | |
| "iTraxx Japan <": 507 | |
| }, | |
| "layer_norm_eps": 1e-12, | |
| "max_position_embeddings": 512, | |
| "model_type": "bert", | |
| "num_attention_heads": 12, | |
| "num_hidden_layers": 12, | |
| "pad_token_id": 0, | |
| "position_embedding_type": "absolute", | |
| "problem_type": "single_label_classification", | |
| "torch_dtype": "float32", | |
| "transformers_version": "4.53.2", | |
| "type_vocab_size": 2, | |
| "use_cache": true, | |
| "vocab_size": 30873 | |
| } | |