category-finbert / config.json
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{
"architectures": [
"BertForSequenceClassification"
],
"attention_probs_dropout_prob": 0.1,
"classifier_dropout": null,
"dtype": "float32",
"gradient_checkpointing": false,
"hidden_act": "gelu",
"hidden_dropout_prob": 0.1,
"hidden_size": 768,
"id2label": {
"0": "Accommodation and subsistence",
"1": "Accrued income receivable",
"2": "Accrued operating expenses",
"3": "Accumulated amortisation - development costs",
"4": "Accumulated amortisation - other intangibles",
"5": "Accumulated amortisation - software",
"6": "Accumulated depreciation - buildings",
"7": "Accumulated depreciation - leasehold improvements",
"8": "Accumulated depreciation - motor vehicles",
"9": "Accumulated depreciation - plant and machinery",
"10": "Acquisition and integration costs",
"11": "Actuarial remeasurement movement",
"12": "Advertising expense",
"13": "Advertising revenue",
"14": "Allowance for expected credit losses",
"15": "Asset revaluation reserve",
"16": "Assets under construction",
"17": "Audit fees",
"18": "Bad debts written off",
"19": "Bank and borrowing interest",
"20": "Bank and transaction charges",
"21": "Bank clearing accounts",
"22": "Bank interest income",
"23": "Bank loans",
"24": "Bank overdrafts",
"25": "Bonus and commission payable",
"26": "Bonuses and commissions",
"27": "Brands and trademarks",
"28": "Buildings",
"29": "Business travel",
"30": "Capital contributions",
"31": "Capitalised development costs",
"32": "Card settlement accounts",
"33": "Cash at bank",
"34": "Cash in transit",
"35": "Cash on hand",
"36": "Cloud hosting and data services",
"37": "Commission revenue",
"38": "Computer equipment",
"39": "Current income tax expense",
"40": "Current income tax payable",
"41": "Current income tax receivable",
"42": "Customer advances and deposits",
"43": "Customer incentives",
"44": "Customer payables",
"45": "Customs and import duties",
"46": "Deferred income tax expense",
"47": "Deferred service revenue",
"48": "Deferred subscription revenue",
"49": "Deferred tax asset",
"50": "Deferred tax liability",
"51": "Delivery and logistics revenue",
"52": "Depreciation - buildings",
"53": "Depreciation - computer equipment",
"54": "Depreciation - furniture and fittings",
"55": "Depreciation - leasehold improvements",
"56": "Depreciation - motor vehicles",
"57": "Depreciation - plant and machinery",
"58": "Derivative assets",
"59": "Derivative liabilities",
"60": "Direct labour",
"61": "Dividends declared",
"62": "Employee loans receivable",
"63": "Employee receivables",
"64": "Employee reimbursements payable",
"65": "Employer payroll contributions",
"66": "Equity investments",
"67": "Expected credit loss expense",
"68": "Fair value gain or loss - derivatives",
"69": "Fair value gain or loss - investments",
"70": "Fair value reserve",
"71": "Financial assets at FVTPL",
"72": "Financial assets at amortised cost",
"73": "Finished goods inventory",
"74": "Foreign currency translation reserve",
"75": "Foreign exchange gain or loss - operating",
"76": "Furniture and fittings",
"77": "Gain or loss on disposal of fixed assets",
"78": "IT support and maintenance",
"79": "Impairment - property, plant and equipment",
"80": "Impairment allowance - investments",
"81": "Impairment allowance - other assets",
"82": "Insurance expense",
"83": "Intercompany interest expense",
"84": "Intercompany interest income",
"85": "Intercompany interest payable",
"86": "Intercompany interest receivable",
"87": "Intercompany loan payables",
"88": "Intercompany loan receivables",
"89": "Intercompany other payables",
"90": "Intercompany other receivables",
"91": "Intercompany trade payables",
"92": "Intercompany trade receivables",
"93": "Inventory obsolescence allowance",
"94": "Inventory write-down",
"95": "Investments in subsidiaries",
"96": "Irrecoverable VAT and indirect taxes",
"97": "Lease interest expense",
"98": "Lease liabilities - equipment",
"99": "Lease liabilities - property",
"100": "Lease liabilities - vehicles",
"101": "Leasehold improvements",
"102": "Leave pay liability",
"103": "Legal and regulatory provisions",
"104": "Legal fees",
"105": "Licences and concessions",
"106": "Litigation and regulatory expense",
"107": "Loan interest income",
"108": "Local transport and mileage",
"109": "Loyalty programme liability",
"110": "Management consulting fees",
"111": "Marketing and promotion expense",
"112": "Medical and other employee benefits",
"113": "Merchandise inventory",
"114": "Merchant and payment processing costs",
"115": "Motor vehicles",
"116": "Office and administrative supplies",
"117": "Operating advances receivable",
"118": "Operating prepayments",
"119": "Ordinary share capital",
"120": "Other financial liabilities",
"121": "Other revenue deductions",
"122": "Other tangible fixed assets",
"123": "Payment processor clearing accounts",
"124": "Payroll clearing accounts",
"125": "Payroll payable",
"126": "Payroll tax expense",
"127": "Pension and benefit payable",
"128": "Pension and retirement costs",
"129": "Plant and machinery",
"130": "Postage and courier",
"131": "Prior-period income tax adjustment",
"132": "Product and merchandise cost",
"133": "Product sales revenue",
"134": "Property and municipal tax expense",
"135": "Provision expense",
"136": "Raw material consumption",
"137": "Rebates and incentives",
"138": "Rent and occupancy",
"139": "Repairs and maintenance",
"140": "Restricted cash",
"141": "Restructuring expense",
"142": "Restructuring provision",
"143": "Retained earnings",
"144": "Right-of-use assets - equipment",
"145": "Right-of-use assets - property",
"146": "Salaries and wages",
"147": "Sales commissions",
"148": "Sales discounts",
"149": "Sales returns and refunds",
"150": "Security and cleaning",
"151": "Security deposits",
"152": "Service revenue",
"153": "Share premium",
"154": "Share-based payment expense",
"155": "Share-based payment reserve",
"156": "Shareholder loans payable",
"157": "Shareholder loans receivable",
"158": "Software intangible assets",
"159": "Software subscriptions and licences",
"160": "Subscription and licence revenue",
"161": "Supplier advances",
"162": "Tax consulting fees",
"163": "Telecommunications",
"164": "Third-party loans receivable",
"165": "Trade payables",
"166": "Trade receivables",
"167": "Unbilled receivables",
"168": "Unwinding of discount",
"169": "Utilities",
"170": "VAT and indirect tax payable",
"171": "VAT and indirect tax receivable",
"172": "Vehicle and fleet costs",
"173": "Warranty provision",
"174": "Withholding tax borne",
"175": "Withholding tax payable",
"176": "Withholding tax receivable",
"177": "Work in progress inventory"
},
"initializer_range": 0.02,
"intermediate_size": 3072,
"label2id": {
"Accommodation and subsistence": 0,
"Accrued income receivable": 1,
"Accrued operating expenses": 2,
"Accumulated amortisation - development costs": 3,
"Accumulated amortisation - other intangibles": 4,
"Accumulated amortisation - software": 5,
"Accumulated depreciation - buildings": 6,
"Accumulated depreciation - leasehold improvements": 7,
"Accumulated depreciation - motor vehicles": 8,
"Accumulated depreciation - plant and machinery": 9,
"Acquisition and integration costs": 10,
"Actuarial remeasurement movement": 11,
"Advertising expense": 12,
"Advertising revenue": 13,
"Allowance for expected credit losses": 14,
"Asset revaluation reserve": 15,
"Assets under construction": 16,
"Audit fees": 17,
"Bad debts written off": 18,
"Bank and borrowing interest": 19,
"Bank and transaction charges": 20,
"Bank clearing accounts": 21,
"Bank interest income": 22,
"Bank loans": 23,
"Bank overdrafts": 24,
"Bonus and commission payable": 25,
"Bonuses and commissions": 26,
"Brands and trademarks": 27,
"Buildings": 28,
"Business travel": 29,
"Capital contributions": 30,
"Capitalised development costs": 31,
"Card settlement accounts": 32,
"Cash at bank": 33,
"Cash in transit": 34,
"Cash on hand": 35,
"Cloud hosting and data services": 36,
"Commission revenue": 37,
"Computer equipment": 38,
"Current income tax expense": 39,
"Current income tax payable": 40,
"Current income tax receivable": 41,
"Customer advances and deposits": 42,
"Customer incentives": 43,
"Customer payables": 44,
"Customs and import duties": 45,
"Deferred income tax expense": 46,
"Deferred service revenue": 47,
"Deferred subscription revenue": 48,
"Deferred tax asset": 49,
"Deferred tax liability": 50,
"Delivery and logistics revenue": 51,
"Depreciation - buildings": 52,
"Depreciation - computer equipment": 53,
"Depreciation - furniture and fittings": 54,
"Depreciation - leasehold improvements": 55,
"Depreciation - motor vehicles": 56,
"Depreciation - plant and machinery": 57,
"Derivative assets": 58,
"Derivative liabilities": 59,
"Direct labour": 60,
"Dividends declared": 61,
"Employee loans receivable": 62,
"Employee receivables": 63,
"Employee reimbursements payable": 64,
"Employer payroll contributions": 65,
"Equity investments": 66,
"Expected credit loss expense": 67,
"Fair value gain or loss - derivatives": 68,
"Fair value gain or loss - investments": 69,
"Fair value reserve": 70,
"Financial assets at FVTPL": 71,
"Financial assets at amortised cost": 72,
"Finished goods inventory": 73,
"Foreign currency translation reserve": 74,
"Foreign exchange gain or loss - operating": 75,
"Furniture and fittings": 76,
"Gain or loss on disposal of fixed assets": 77,
"IT support and maintenance": 78,
"Impairment - property, plant and equipment": 79,
"Impairment allowance - investments": 80,
"Impairment allowance - other assets": 81,
"Insurance expense": 82,
"Intercompany interest expense": 83,
"Intercompany interest income": 84,
"Intercompany interest payable": 85,
"Intercompany interest receivable": 86,
"Intercompany loan payables": 87,
"Intercompany loan receivables": 88,
"Intercompany other payables": 89,
"Intercompany other receivables": 90,
"Intercompany trade payables": 91,
"Intercompany trade receivables": 92,
"Inventory obsolescence allowance": 93,
"Inventory write-down": 94,
"Investments in subsidiaries": 95,
"Irrecoverable VAT and indirect taxes": 96,
"Lease interest expense": 97,
"Lease liabilities - equipment": 98,
"Lease liabilities - property": 99,
"Lease liabilities - vehicles": 100,
"Leasehold improvements": 101,
"Leave pay liability": 102,
"Legal and regulatory provisions": 103,
"Legal fees": 104,
"Licences and concessions": 105,
"Litigation and regulatory expense": 106,
"Loan interest income": 107,
"Local transport and mileage": 108,
"Loyalty programme liability": 109,
"Management consulting fees": 110,
"Marketing and promotion expense": 111,
"Medical and other employee benefits": 112,
"Merchandise inventory": 113,
"Merchant and payment processing costs": 114,
"Motor vehicles": 115,
"Office and administrative supplies": 116,
"Operating advances receivable": 117,
"Operating prepayments": 118,
"Ordinary share capital": 119,
"Other financial liabilities": 120,
"Other revenue deductions": 121,
"Other tangible fixed assets": 122,
"Payment processor clearing accounts": 123,
"Payroll clearing accounts": 124,
"Payroll payable": 125,
"Payroll tax expense": 126,
"Pension and benefit payable": 127,
"Pension and retirement costs": 128,
"Plant and machinery": 129,
"Postage and courier": 130,
"Prior-period income tax adjustment": 131,
"Product and merchandise cost": 132,
"Product sales revenue": 133,
"Property and municipal tax expense": 134,
"Provision expense": 135,
"Raw material consumption": 136,
"Rebates and incentives": 137,
"Rent and occupancy": 138,
"Repairs and maintenance": 139,
"Restricted cash": 140,
"Restructuring expense": 141,
"Restructuring provision": 142,
"Retained earnings": 143,
"Right-of-use assets - equipment": 144,
"Right-of-use assets - property": 145,
"Salaries and wages": 146,
"Sales commissions": 147,
"Sales discounts": 148,
"Sales returns and refunds": 149,
"Security and cleaning": 150,
"Security deposits": 151,
"Service revenue": 152,
"Share premium": 153,
"Share-based payment expense": 154,
"Share-based payment reserve": 155,
"Shareholder loans payable": 156,
"Shareholder loans receivable": 157,
"Software intangible assets": 158,
"Software subscriptions and licences": 159,
"Subscription and licence revenue": 160,
"Supplier advances": 161,
"Tax consulting fees": 162,
"Telecommunications": 163,
"Third-party loans receivable": 164,
"Trade payables": 165,
"Trade receivables": 166,
"Unbilled receivables": 167,
"Unwinding of discount": 168,
"Utilities": 169,
"VAT and indirect tax payable": 170,
"VAT and indirect tax receivable": 171,
"Vehicle and fleet costs": 172,
"Warranty provision": 173,
"Withholding tax borne": 174,
"Withholding tax payable": 175,
"Withholding tax receivable": 176,
"Work in progress inventory": 177
},
"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",
"transformers_version": "5.0.0.dev0",
"type_vocab_size": 2,
"use_cache": false,
"vocab_size": 30522
}