Text Classification
Transformers
PyTorch
English
roberta
fill-mask
finance
text-embeddings-inference
Instructions to use SUFEHeisenberg/Fin-RoBERTa with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use SUFEHeisenberg/Fin-RoBERTa with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="SUFEHeisenberg/Fin-RoBERTa")# Load model directly from transformers import AutoTokenizer, AutoModelForMaskedLM tokenizer = AutoTokenizer.from_pretrained("SUFEHeisenberg/Fin-RoBERTa") model = AutoModelForMaskedLM.from_pretrained("SUFEHeisenberg/Fin-RoBERTa", device_map="auto") - Notebooks
- Google Colab
- Kaggle
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| "GQ": 51163, | |
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| "GRANTOR": 50621, | |
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| "GRD": 51165, | |
| "GRL": 51166, | |
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| "Gap": 51178, | |
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| "Gilts": 51184, | |
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| "Googol": 51190, | |
| "Googolplex": 51191, | |
| "Governments": 51192, | |
| "Grantor": 51193, | |
| "Greenmail": 51194, | |
| "Guarantee": 51195, | |
| "Guarantor": 50297, | |
| "Guardian": 51196, | |
| "Guidance": 51197, | |
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| "HKG": 51200, | |
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| "HN": 51202, | |
| "HND": 51203, | |
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| "HUF": 51210, | |
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| "IMN": 51237, | |
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| "INCORORATION": 50574, | |
| "INCORPORATION": 50445, | |
| "INDENTURE": 50483, | |
| "INDEX": 50562, | |
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| "INTEREST": 50380, | |
| "INVENTORY": 50509, | |
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| "ISSUE": 50585, | |
| "ISSUER": 50479, | |
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| "Income": 50301, | |
| "Inconvertibility": 51258, | |
| "Incorporation": 51256, | |
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| "Indemnity": 50302, | |
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| "Indication": 51263, | |
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| "Inquiry": 51269, | |
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| "Institutions": 51272, | |
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| "Instruments": 51275, | |
| "Insurance": 50304, | |
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| "Intermediation": 51280, | |
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| "Inventory": 50514, | |
| "Investment": 50513, | |
| "Investments": 51285, | |
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| "Invoice": 51287, | |
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| "J-Curve": 50305, | |
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| "JOR": 51293, | |
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| "KG": 51301, | |
| "KGS": 51302, | |
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| "KHM": 51305, | |
| "KHR": 51306, | |
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| "KM": 51308, | |
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| "KP": 51312, | |
| "KPW": 51313, | |
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| "Kicker": 51325, | |
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| "Kurtosis": 50310, | |
| "Kurtosis.": 51328, | |
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| "LAO": 51330, | |
| "LBO": 51331, | |
| "LBP": 51332, | |
| "LBR": 51333, | |
| "LBY": 51334, | |
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| "LEGAL": 51364, | |
| "LENDER": 50554, | |
| "LESSEE": 50450, | |
| "LESSOR": 50549, | |
| "LIABILITY": 50433, | |
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| "LKA": 51338, | |
| "LLC": 50528, | |
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| "LRD": 51339, | |
| "LSAP": 51340, | |
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| "LTL": 51343, | |
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| "Liability": 50314, | |
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| "Liquidation": 50315, | |
| "Liquidator": 51376, | |
| "Liquidity": 50316, | |
| "Listing": 51377, | |
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| "Lock-out": 51379, | |
| "Lockbox": 51380, | |
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| "Look-thru": 51382, | |
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| "M2": 51386, | |
| "M3": 51387, | |
| "MAB": 51388, | |
| "MAD": 51389, | |
| "MAF": 51390, | |
| "MANAGEMENT": 50477, | |
| "MARGIN": 50550, | |
| "MARKET": 50563, | |
| "MATURITY": 50520, | |
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| "MCO": 51392, | |
| "MDG": 51393, | |
| "MDL": 51394, | |
| "MDV": 51395, | |
| "MERCHANDISE": 50583, | |
| "MERGER": 50587, | |
| "MEX": 51396, | |
| "MGF": 51397, | |
| "MHS": 51398, | |
| "MKD": 51399, | |
| "MLP": 51400, | |
| "MLT": 51401, | |
| "MMIFF": 51402, | |
| "MMME": 51403, | |
| "MMR": 51404, | |
| "MNC": 51405, | |
| "MNE": 51406, | |
| "MNG": 51407, | |
| "MNP": 51408, | |
| "MNT": 51409, | |
| "MOC": 51410, | |
| "MOP": 51411, | |
| "MORTGAGE": 50460, | |
| "MOZ": 51412, | |
| "MRO": 51413, | |
| "MRQ": 51414, | |
| "MRT": 51415, | |
| "MSCI": 51416, | |
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| "MTL": 51418, | |
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| "MTNR": 51420, | |
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| "MVR": 51425, | |
| "MWI": 51426, | |
| "MWK": 51427, | |
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| "MYT": 51430, | |
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| "MZM": 51433, | |
| "Macro": 51434, | |
| "Macroassessment": 51435, | |
| "Macroeconomics": 50317, | |
| "Maintenance": 51436, | |
| "Mandate": 51437, | |
| "Manipulation": 51438, | |
| "Margin": 50318, | |
| "Mark-to-market": 51442, | |
| "Markdown": 51439, | |
| "Marked-to-market": 51440, | |
| "Marketability": 51441, | |
| "Marketing": 50319, | |
| "Match-fund": 51443, | |
| "Materiality": 51444, | |
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| "Mercantilism": 50320, | |
| "Merchandise": 50498, | |
| "Mercosur": 51448, | |
| "Merger": 51449, | |
| "Metric": 51450, | |
| "Microassessment": 51451, | |
| "Microcredit": 51452, | |
| "Microeconomics": 51453, | |
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| "Mini-manipulation": 51459, | |
| "Modeling": 51460, | |
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| "Monetarist": 51463, | |
| "Monetization": 51464, | |
| "Monopoly": 51465, | |
| "Monopsony": 51466, | |
| "Mortgage": 51467, | |
| "Mortgagee": 51468, | |
| "Mortgager": 51469, | |
| "Multiples": 51471, | |
| "Multiplier": 51472, | |
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| "NCIB": 51475, | |
| "NCL": 51476, | |
| "NEO": 51497, | |
| "NFCP": 51477, | |
| "NFK": 51478, | |
| "NGA": 51479, | |
| "NGN": 51480, | |
| "NIF": 51481, | |
| "NIO": 51482, | |
| "NIU": 51483, | |
| "NLD": 51484, | |
| "NMS": 51485, | |
| "NOK": 51486, | |
| "NOT-FOR-PROFIT": 50577, | |
| "NOTIONAL": 50614, | |
| "NPV": 51487, | |
| "NRU": 51488, | |
| "NTE": 51489, | |
| "NZD": 51490, | |
| "NZL": 51491, | |
| "Narrow-Based": 51492, | |
| "Nasdaq": 50321, | |
| "Nationalization": 51493, | |
| "Nearby": 51494, | |
| "Neckline": 51495, | |
| "Negligence": 50571, | |
| "Negotiable": 51496, | |
| "Neoliberalism": 50322, | |
| "Netting": 50323, | |
| "Networking": 50324, | |
| "Nominal": 50325, | |
| "Novation": 50326, | |
| "OBLIGATIONS": 50551, | |
| "OID": 51498, | |
| "OMT": 51499, | |
| "OPD": 51518, | |
| "OPM": 51521, | |
| "OPTION": 50576, | |
| "ORGANIZATION": 50529, | |
| "OTTI": 51500, | |
| "OUTSTANDING": 50625, | |
| "OVER-THE-COUNTER": 50561, | |
| "OVERHEAD": 50436, | |
| "Obligation": 51501, | |
| "Obligor": 51502, | |
| "Octillion": 51503, | |
| "Octodecillion": 51504, | |
| "Octogintillion": 51505, | |
| "Octononagintillion": 51506, | |
| "Octooctogintillion": 51507, | |
| "Octoquadragintillion": 51508, | |
| "Octoquinquagintillion": 51509, | |
| "Octoseptuagintillion": 51510, | |
| "Octosexagintillion": 51511, | |
| "Octotrigintillion": 51512, | |
| "Octovigintillion": 51513, | |
| "Off-board": 51514, | |
| "Offerings": 51515, | |
| "Offlake": 51516, | |
| "Oligopoly": 50327, | |
| "Oligopsony": 51517, | |
| "Open-outcry": 51519, | |
| "Opex": 51520, | |
| "Oporto": 51522, | |
| "Organization": 50467, | |
| "Originate-to-distribute": 51523, | |
| "Originate-to-hold": 51524, | |
| "Origination": 51525, | |
| "Originator": 51526, | |
| "Outlays": 51527, | |
| "Outperform": 51528, | |
| "Outsourcing": 50328, | |
| "Outstanding": 51529, | |
| "Overage": 51530, | |
| "Overallotment": 51531, | |
| "Overbought": 51532, | |
| "Overcapitalization": 51533, | |
| "Overdraft": 50329, | |
| "Overhang": 51534, | |
| "Overhead": 50330, | |
| "Overheating": 51535, | |
| "Overinvestment": 51536, | |
| "Overissue": 51537, | |
| "Overperform": 51538, | |
| "Overreaching": 51539, | |
| "Overrun": 51540, | |
| "Overshooting": 51541, | |
| "Oversold": 51542, | |
| "Oversubscription": 51543, | |
| "Overtrading": 51544, | |
| "Overvalued": 51545, | |
| "Overweight": 51546, | |
| "Overwithholding": 51547, | |
| "Overwriting": 51548, | |
| "P&L": 51609, | |
| "P&S": 51636, | |
| "P-Value": 50331, | |
| "P/E": 51593, | |
| "P2P": 51549, | |
| "PAD": 51550, | |
| "PAK": 51551, | |
| "PARTNERSHIP": 50469, | |
| "PCAOB": 50423, | |
| "PCE": 51552, | |
| "PDCF": 51553, | |
| "PEN": 51554, | |
| "PENSION": 50403, | |
| "PERC": 51555, | |
| "PERIOD": 50556, | |
| "PERLS": 51556, | |
| "PGK": 51557, | |
| "PHL": 51558, | |
| "PIPE": 51559, | |
| "PITI": 51607, | |
| "PKR": 51560, | |
| "PLC": 51561, | |
| "PLN": 51562, | |
| "PLW": 51563, | |
| "PMI": 51564, | |
| "POB": 50584, | |
| "PORTFOLIO": 50627, | |
| "PPP": 51565, | |
| "PREG": 51621, | |
| "PREMIUM": 50586, | |
| "PRIME": 51625, | |
| "PRINCIPAL": 50486, | |
| "PRK": 51566, | |
| "PROFIT": 50495, | |
| "PROFITABILITY": 50602, | |
| "PROPRIETORSHIP": 50468, | |
| "PROSPECTUS": 50598, | |
| "PRT": 51567, | |
| "PRY": 51568, | |
| "PSA": 51569, | |
| "PSE": 51570, | |
| "PSSG": 51637, | |
| "PVBP": 51571, | |
| "PW": 51572, | |
| "PY": 51573, | |
| "PYF": 51574, | |
| "PYG": 51575, | |
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| "Parity": 51577, | |
| "Parking": 51578, | |
| "Partial": 51579, | |
| "Participant": 51580, | |
| "Participation": 51581, | |
| "Partner": 51582, | |
| "Partnership": 50332, | |
| "Passive": 51583, | |
| "Patent": 51584, | |
| "Pay-down": 51589, | |
| "Pay-to-play": 51585, | |
| "Pay-up": 51586, | |
| "Payables": 51587, | |
| "Payback": 51588, | |
| "Payee": 51590, | |
| "Payer": 51591, | |
| "Payment": 51592, | |
| "Peak": 51594, | |
| "Pegging": 51595, | |
| "Pennant": 51596, | |
| "Period": 50512, | |
| "Perpetuity": 51597, | |
| "Perquisites": 51598, | |
| "Petrodollars": 51599, | |
| "Pickup": 51600, | |
| "Piece": 51601, | |
| "Pier": 51602, | |
| "Piggybacking": 51603, | |
| "Pip": 51604, | |
| "Pipeline": 51605, | |
| "Pit": 51606, | |
| "Pivot": 51608, | |
| "Placement": 51610, | |
| "Plant": 51611, | |
| "Pledging": 51612, | |
| "Policyholder": 51613, | |
| "Portability": 51614, | |
| "Portfolio": 51615, | |
| "Post-audit": 51616, | |
| "Praecipium": 51617, | |
| "Pre-Market": 50333, | |
| "Precedence": 51618, | |
| "Precompute": 51619, | |
| "Preference": 51620, | |
| "Prepayments": 51622, | |
| "Prerefunding": 51623, | |
| "Pricey": 51624, | |
| "Principal": 50611, | |
| "Priority": 51626, | |
| "Privatization": 51627, | |
| "Probability": 51628, | |
| "Proceeds": 51629, | |
| "Productivity": 51630, | |
| "Profit": 50334, | |
| "Projection": 50589, | |
| "Proprietorship": 51631, | |
| "Proration": 51632, | |
| "Prospectus": 50335, | |
| "Protectionism": 51633, | |
| "Protest": 51634, | |
| "Provision": 51635, | |
| "Puke": 51638, | |
| "Pullback": 51639, | |
| "Pyramiding": 51640, | |
| "QA": 51641, | |
| "QAR": 51642, | |
| "QAT": 51643, | |
| "QE1": 51644, | |
| "QE2": 51645, | |
| "QQQQ": 51646, | |
| "QUALITATIVE": 50592, | |
| "Quadragintillion": 51647, | |
| "Quadrillion": 51648, | |
| "Quantize": 51649, | |
| "Quantos": 51650, | |
| "Quarterly": 51651, | |
| "Quattuordecillion": 51652, | |
| "Quattuornonagintillion": 51653, | |
| "Quattuoroctogintillion": 51654, | |
| "Quattuorquadragintillion": 51655, | |
| "Quattuorquinquagintillion": 51656, | |
| "Quattuorseptuagintillion": 51657, | |
| "Quattuorsexagintillion": 51658, | |
| "Quattuortrigintillion": 51659, | |
| "Quattuorvigintillion": 51660, | |
| "Quay": 51661, | |
| "Quindecillion": 51662, | |
| "Quinnonagintillion": 51663, | |
| "Quinoctogintillion": 51664, | |
| "Quinquadragintillion": 51665, | |
| "Quinquagintillion": 51666, | |
| "Quinquinquagintillion": 51667, | |
| "Quinseptuagintillion": 51668, | |
| "Quinsexagintillion": 51669, | |
| "Quintiles": 50336, | |
| "Quintillion": 51670, | |
| "Quintrigintillion": 51671, | |
| "Quinvigintillion": 51672, | |
| "Quorum": 51673, | |
| "Quota": 50337, | |
| "Quotation": 51674, | |
| "R-Squared": 50338, | |
| "RAP": 51675, | |
| "REFUNDING": 50521, | |
| "REMIC": 50594, | |
| "REO": 51676, | |
| "REPORT": 50392, | |
| "RETURN": 50595, | |
| "REVENUES": 50435, | |
| "REVIEW": 50391, | |
| "RICO": 51749, | |
| "RISK": 50603, | |
| "RMBS": 51677, | |
| "ROI": 51678, | |
| "ROL": 51679, | |
| "RPPP": 51680, | |
| "RSI": 51681, | |
| "RU": 51682, | |
| "RUB": 51683, | |
| "RUS": 51684, | |
| "RWA": 51685, | |
| "RWF": 51686, | |
| "Racketeering": 50339, | |
| "Raider": 51687, | |
| "Rainmaker": 51688, | |
| "Ratings": 51689, | |
| "Reachback": 51690, | |
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| "Trequinquagintillion": 52016, | |
| "Treseptuagintillion": 52017, | |
| "Tresexagintillion": 52018, | |
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| "zk-SNARK": 50375 | |
| } | |