kneau007 commited on
Commit
c1984a8
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1 Parent(s): 108342e

Add SetFit model

Browse files
1_Pooling/config.json ADDED
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+ {
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+ "word_embedding_dimension": 768,
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+ "pooling_mode_cls_token": false,
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+ "pooling_mode_mean_tokens": true,
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+ "pooling_mode_max_tokens": false,
6
+ "pooling_mode_mean_sqrt_len_tokens": false,
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+ "pooling_mode_weightedmean_tokens": false,
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+ "pooling_mode_lasttoken": false,
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+ "include_prompt": true
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+ }
README.md ADDED
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config.json ADDED
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+ {
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+ "_name_or_path": "nomic-ai/nomic-embed-text-v1",
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+ "activation_function": "swiglu",
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+ "architectures": [
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+ "NomicBertModel"
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+ ],
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+ "attn_pdrop": 0.0,
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+ "auto_map": {
9
+ "AutoConfig": "nomic-ai/nomic-bert-2048--configuration_hf_nomic_bert.NomicBertConfig",
10
+ "AutoModel": "nomic-ai/nomic-bert-2048--modeling_hf_nomic_bert.NomicBertModel",
11
+ "AutoModelForMaskedLM": "nomic-ai/nomic-bert-2048--modeling_hf_nomic_bert.NomicBertForPreTraining"
12
+ },
13
+ "bos_token_id": null,
14
+ "causal": false,
15
+ "dense_seq_output": true,
16
+ "embd_pdrop": 0.0,
17
+ "eos_token_id": null,
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+ "fused_bias_fc": true,
19
+ "fused_dropout_add_ln": true,
20
+ "initializer_range": 0.02,
21
+ "layer_norm_epsilon": 1e-12,
22
+ "max_trained_positions": 2048,
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+ "mlp_fc1_bias": false,
24
+ "mlp_fc2_bias": false,
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+ "model_type": "nomic_bert",
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+ "n_embd": 768,
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+ "n_head": 12,
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+ "n_inner": 3072,
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+ "n_layer": 12,
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+ "n_positions": 8192,
31
+ "pad_vocab_size_multiple": 64,
32
+ "parallel_block": false,
33
+ "parallel_block_tied_norm": false,
34
+ "prenorm": false,
35
+ "qkv_proj_bias": false,
36
+ "reorder_and_upcast_attn": false,
37
+ "resid_pdrop": 0.0,
38
+ "rotary_emb_base": 1000,
39
+ "rotary_emb_fraction": 1.0,
40
+ "rotary_emb_interleaved": false,
41
+ "rotary_emb_scale_base": null,
42
+ "rotary_scaling_factor": 2,
43
+ "scale_attn_by_inverse_layer_idx": false,
44
+ "scale_attn_weights": true,
45
+ "summary_activation": null,
46
+ "summary_first_dropout": 0.1,
47
+ "summary_proj_to_labels": true,
48
+ "summary_type": "cls_index",
49
+ "summary_use_proj": true,
50
+ "torch_dtype": "float32",
51
+ "transformers_version": "4.48.3",
52
+ "type_vocab_size": 2,
53
+ "use_cache": true,
54
+ "use_flash_attn": true,
55
+ "use_rms_norm": false,
56
+ "use_xentropy": true,
57
+ "vocab_size": 30528
58
+ }
config_sentence_transformers.json ADDED
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+ {
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+ "__version__": {
3
+ "sentence_transformers": "3.4.1",
4
+ "transformers": "4.48.3",
5
+ "pytorch": "2.6.0+cu124"
6
+ },
7
+ "prompts": {},
8
+ "default_prompt_name": null,
9
+ "similarity_fn_name": "cosine"
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+ }
config_setfit.json ADDED
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1
+ {
2
+ "labels": [
3
+ "ATM / Debit Cards",
4
+ "Access Restricted",
5
+ "Account Balance",
6
+ "Account Opening Forms NRI",
7
+ "Add to your Financial Stability with IND Shakti 555 days",
8
+ "Add to your Financial Stability with IND Shakti 555 days",
9
+ "Agri Clinic and Agri Business Centres",
10
+ "Agricultural Godowns / Cold Storage",
11
+ "Agricultural Jewel Loan Scheme",
12
+ "Agriculture Loan",
13
+ "Amalgamation",
14
+ "Analyst Coverage on Bank\u2019s Share Price",
15
+ "Annual General Meeting",
16
+ "Annual General Meetings and Extraordinary General Meetings",
17
+ "Annual Reports",
18
+ "Another Option for Pension",
19
+ "Application Downloads",
20
+ "Applications supported by Blocked Amount (ASBA)",
21
+ "Audio/ Video Recording/Concall Transcripts",
22
+ "Awards & Accolades",
23
+ "Azadi Ka Amrit Mahotsav #TogetherforBiggerThings",
24
+ "Azadi Ka Amrit Mahotsav #TogetherforBiggerThings",
25
+ "BE Safe in Your Cyber Behaviour",
26
+ "BHIM Aadhaar Pay",
27
+ "BSBDA AND SMALL ACCOUNT",
28
+ "BSBDA AND SMALL ACCOUNT",
29
+ "Bank\u00e2\u20ac\u2122s Profile",
30
+ "Bank\u2019s Profile",
31
+ "Best Practices code of the Bank",
32
+ "Bharat Aadhaar Seeding Enabler",
33
+ "Block Lost ATM Card",
34
+ "Block Lost Credit Card",
35
+ "Block all channels",
36
+ "Board of Directors",
37
+ "Business Responsibility and Sustainability Report",
38
+ "CA FOR STATE /CENTRAL GOVT & CONSULAR & IND PFMS",
39
+ "CENTRAL BANK DIGITAL CURRENCY (CBDC) -Indian Bank Digital Rupee Application",
40
+ "CGRS",
41
+ "CONTACTS FOR QUERIES",
42
+ "CORPORATE LOAN",
43
+ "Capital Gains",
44
+ "Capital Gains SB account",
45
+ "Careers",
46
+ "Centralized Pension Processing Centre",
47
+ "Chief General Managers",
48
+ "Chief Vigilance Officer",
49
+ "Choosing the Right Term Deposit: Fixed, Recurring or Money Multiplier Your Best Fit?",
50
+ "Choosing the Right Term Deposit: Fixed, Recurring or Money Multiplier Your Best Fit?",
51
+ "Colombo Branch",
52
+ "Common Account Opening Form-Non Individuals",
53
+ "Compressed Bio Gas plant financing under Sustainable alternative towards affordable Transportation",
54
+ "Corporate Blog",
55
+ "Corporate Governance",
56
+ "Corporate Governance Reports",
57
+ "Corporate Social Responsiblity",
58
+ "Corporate credit",
59
+ "Credit Cards",
60
+ "Credit Life Insurance Coverages in Association with M/s. Kotak Life",
61
+ "Credit Life Insurance Coverages in association with M/s. Aditya Birla Sun Life Insurance",
62
+ "Current Account",
63
+ "Customer Centric Services",
64
+ "Customer Complaints / Awareness",
65
+ "Customer On-Boarding using TAB",
66
+ "Customer care",
67
+ "Cyber Awareness Content",
68
+ "Cyber crime / Unauthorized transaction",
69
+ "DEAF Transaction List",
70
+ "DISPLAY OF INFORMATION SECURED ASSETS POSSESSED UNDER THE SARFAESI ACT 2002",
71
+ "DISPLAY OF INFORMATION SECURED ASSETS POSSESSED UNDER THE SARFAESI ACT 2002",
72
+ "Dairy Loan",
73
+ "Death Claim Settlement",
74
+ "Debenture Trustee",
75
+ "Debit Cards",
76
+ "Debit card",
77
+ "Defending Against Rising Online Frauds: Stay Cyber-Safe!",
78
+ "Deposit Interest Certificate",
79
+ "Deposit Rates",
80
+ "Derivatives",
81
+ "Designated Authority for Whistle Blower Complaints",
82
+ "Details of Outstanding Tier 1 and Tier 2 Bonds",
83
+ "Digital Banking Unit: Shaping the Financial Future of India",
84
+ "Digital Insurance Platform",
85
+ "Digitizing the Indian Banking Experience",
86
+ "Disclaimer",
87
+ "Disclosures",
88
+ "Disclosures made to Stock Exchanges",
89
+ "Dividend Details",
90
+ "Don\u2019t Be a Money Mule: Protect Yourself from Fraud",
91
+ "Doorstep Banking",
92
+ "Doorstep Banking: Your Convenience, Our Priority",
93
+ "E Confirmation of Bank Guarantee",
94
+ "E-ALLAHABAD BANK",
95
+ "Education Loan Subsidy Schemes",
96
+ "Education loan",
97
+ "Empanelments / Engagements",
98
+ "Event Updates/ Newspaper Advertisement",
99
+ "Executive Director\u00e2\u20ac\u2122s Profile",
100
+ "Executive Director\u2019s Profile",
101
+ "External Sites",
102
+ "Extraordinary General Meetings",
103
+ "F.A.Qs",
104
+ "FCNR (B) Accounts",
105
+ "FCNR (B) DEPOSITS Rates",
106
+ "Featured Products / Services / Schemes",
107
+ "Financial Inclusion",
108
+ "Financial Inclusion in India: Filling the Void",
109
+ "Financial Results",
110
+ "Financing Agriculturists for Purchase of Tractors & Other Farm Machinery",
111
+ "Find the Best Avenues for Tax Savings with Indian Bank",
112
+ "First Quarter Financial Results 2024-25",
113
+ "Fixed Deposit",
114
+ "Fixed ROI for Retail Loans",
115
+ "Food and Agro Processing",
116
+ "Foreign Branches",
117
+ "Forex Rates for Treasury",
118
+ "Forex Remittance Facility through Internet Banking- Retail",
119
+ "Frequently Asked Questions Internet Banking and Mobile Banking",
120
+ "General Managers",
121
+ "Government Deposit Schemes",
122
+ "Government Sponsored Jan Suraksha Schemes: Trio Pack for Your Financial Security",
123
+ "Head Office Departments",
124
+ "Home Loan",
125
+ "Home Loan Scheme for Economically Weaker Section (EWS), Low Income Group (LIG) and Middle Income Group (MIG) individuals: Urban Areas",
126
+ "Home Loan to Corporate Entity",
127
+ "Home Loans: A Strategic Move to Preserve Your Savings",
128
+ "How to Save Tax 101: A Comprehensive Guide to Tax Saving Investment Options",
129
+ "How-to Videos Internet Banking",
130
+ "How-to Videos Mobile Banking",
131
+ "IB Sammaan",
132
+ "IB COMFORT- DOMESTIC AND NRE",
133
+ "IB CONTRACTORS",
134
+ "IB CORP SB Payroll Package Scheme for Salaried Class",
135
+ "IB CORP SB Payroll Package Scheme for Salaried Class",
136
+ "IB Doctor Plus",
137
+ "IB Education Loan (IBA",
138
+ "IB Education Loan (IBA)",
139
+ "IB Gen X For the Vibrant Youth",
140
+ "IB Gen X For the Vibrant Youth",
141
+ "IB Golden Ager Term Deposit Product for Super Senior Citizens",
142
+ "IB Golden Ager Term Deposit Product for Super Senior Citizens",
143
+ "IB HARIT",
144
+ "IB HOME ENRICH",
145
+ "IB Home Improve",
146
+ "IB Home Loan",
147
+ "IB Home Loan Flexi",
148
+ "IB Home Loan Plus",
149
+ "IB Kishore Savings Bank Account for Minors",
150
+ "IB Kishore Savings Bank Account for Minors",
151
+ "IB Loan against Sovereign Gold Bond",
152
+ "IB MSME Jewel Loan",
153
+ "IB MY OWN SHOP",
154
+ "IB Mahila Shakti For Women",
155
+ "IB PROFESSIONAL",
156
+ "IB Pension Loan",
157
+ "IB Plot Loan",
158
+ "IB Produce Marketing Loan Loan Against eNWRs",
159
+ "IB Produce Marketing Loan Loan Against eNWRs",
160
+ "IB RERA Current Account",
161
+ "IB Salaam Special Account for Defence Personnel",
162
+ "IB Salaam Special Account for Defence Personnel",
163
+ "IB Sammaan",
164
+ "IB Smart Kid",
165
+ "IB Star Agro Mills (Rice Mill, Dhal Mill, Oil Mill and Flour Mill)",
166
+ "IB Tax Saver Scheme",
167
+ "IB Tradewell",
168
+ "IB Vehicle Loan",
169
+ "IB Vidyarthi Suraksha (With PNB-Metlife)",
170
+ "IB i-Freedom Current Account",
171
+ "IBEX GOLD CARD SCHEME (GCS) FOR EXPORTERS",
172
+ "IMAGE",
173
+ "IMAGE Computer Centre",
174
+ "IMAGE Contact Us",
175
+ "IMAGE Email Id\u2019s",
176
+ "IMAGE Infrastructure",
177
+ "IMAGE Principal\u2019s Message",
178
+ "IMAGE Training Philosophy",
179
+ "IMPORTANT TERMS AND CONDITIONS CA",
180
+ "IMPORTANT TERMS AND CONDITIONS SB",
181
+ "IMPORTANT TERMS AND CONDITIONS CA",
182
+ "IND PM Vishwakarma",
183
+ "IND COURT",
184
+ "IND EQUIPMENT & WHEELS (CE/CV) scheme",
185
+ "IND GST ADVANTAGE",
186
+ "IND GURUDEV",
187
+ "IND HEALTH CARE",
188
+ "IND KISAN SAUR SHAKTHI (PM KUSUM) Additional Component (Component C- Feeder level Solarisation)",
189
+ "IND Krishi Vaahan",
190
+ "IND MSME SAKHI",
191
+ "IND MSME VEHICLE",
192
+ "IND Micro Food Processing Enterprises- (PMFME)",
193
+ "IND Millionaire Recurring Deposit Account NRE",
194
+ "IND Millionaire Recurring Deposit Account NRE",
195
+ "IND NAVYA",
196
+ "IND Non-Callable Deposit",
197
+ "IND PASHUDHAN Mitra- Animal Husbandry Infrastructure Development Fund (AHIDF)",
198
+ "IND PM Vishwakarma",
199
+ "IND Professional Special",
200
+ "IND Rupee Gain",
201
+ "IND SAMPOORNA SALARY PACKAGE",
202
+ "IND SME Secure",
203
+ "IND SUPER 400 DAYS",
204
+ "IND SUPREME 300 DAYS",
205
+ "IND- KRISHI INFRA FUND (AGRICULTURE INFRA FUND)",
206
+ "IND-SME E-VAAHAN",
207
+ "IND-SME EASE",
208
+ "IND-SURYA SHAKTI",
209
+ "INDIAN BANK MUTUAL FUND",
210
+ "Important Communication regarding Amalgamation (Internet Banking / Mobile Banking)",
211
+ "Important Contacts",
212
+ "Important Notices to Shareholders / Bondholders",
213
+ "Ind Advantage (Reward Program)",
214
+ "Ind Jet Remit (RTGS)",
215
+ "Ind Lakhpati Didi Scheme",
216
+ "Ind Mortgage",
217
+ "Ind Netbanking",
218
+ "IndOASIS Terms and Conditions",
219
+ "IndOASIS Checksum",
220
+ "IndSMART",
221
+ "IndSMART Mobile Banking App Checksum",
222
+ "IndSMART: Indian Bank\u00e2\u20ac\u2122s Omni channel Mobile App",
223
+ "IndSMART: Indian Bank\u2019s Omni channel Mobile App",
224
+ "Indian Bank Annual Reports",
225
+ "Indian Bank Debit Card Shopping Perks",
226
+ "Indian Bank Debit Card Shopping Perks",
227
+ "Indian Bank Financial Results",
228
+ "Indian Bank One Co-Branded Credit Card",
229
+ "Indian Bank Prepaid Card App Terms and Conditions",
230
+ "Indian Bank, IFSC Banking Unit, GIFT City",
231
+ "Interest Rate for Agri Products",
232
+ "Interest Rates for Small Savings Schemes",
233
+ "Interest Rates on Personal Segment Loan Products Fixed",
234
+ "Interest Rates on Personal Segment Loan Products: Floating",
235
+ "Interest Rates on SB / NRO / NRE Accounts",
236
+ "Internet Banking",
237
+ "Internet banking",
238
+ "Internet/Mobile/Tele Banking",
239
+ "Investor / Analyst Presentation",
240
+ "Investor Grievances",
241
+ "Investor Guide / FAQ",
242
+ "Investor Relations",
243
+ "Investors Services Center",
244
+ "Jaffna Branch",
245
+ "Jewel Loan",
246
+ "Jewel Loan: Unlock the Value of Your Gold for Financial Flexibility",
247
+ "Joint Liability Group (JLG)",
248
+ "KCC Gold Plus",
249
+ "KCC Marine Gold Scheme",
250
+ "Kisan Credit Card (KCC)",
251
+ "Kisan Credit Card (KCC) Animal Husbandry and Fisheries",
252
+ "Kisan Credit Card (KCC) Animal Husbandry and Fisheries",
253
+ "LOAN AGAINST LEASE RENTALS",
254
+ "Lab Grown Diamond Scheme",
255
+ "Lending rates",
256
+ "Lending rates for Export Credit",
257
+ "Lending rates for RMD",
258
+ "Lending rates for Retail Assets",
259
+ "Life Insurance",
260
+ "Loan / OD against NSC / KVP / Relief bonds of RBI / LIC policies",
261
+ "Loan for Purchase of \u00e2\u20ac\u0153Van / Minibus / Bus / Ambulance\u00e2\u20ac\uf19d to Institutions / Firms / PSU / Company / Hospitals",
262
+ "Loan for Purchase of \u201cVan / Minibus / Bus / Ambulance\u201d to Institutions / Firms / PSU / Company / Hospitals",
263
+ "Loan/OD/Credit Card against Deposit",
264
+ "Login Procedure for Internet Banking",
265
+ "Login procedure for Mobile Banking",
266
+ "Loyalty Program Delights: Unlocking Special Rewards for Your Loyalty",
267
+ "MACT SB",
268
+ "MCA Payment",
269
+ "MD & CEO Speeches / Media Interaction",
270
+ "MSME",
271
+ "MSME AUTO RENEWAL",
272
+ "MSME AUTO RENEWAL",
273
+ "MSME DIGI Jewel Loan and Jewel Loan (Re-Pledge)",
274
+ "MSME LAP",
275
+ "Managing Director & CEO\u00e2\u20ac\u2122s Profile",
276
+ "Managing Director & CEO\u2019s Profile",
277
+ "Media Speaks",
278
+ "Merchant UPI QR Code",
279
+ "Mini Statement",
280
+ "Mobile Banking",
281
+ "Mobile Banking/Internet Banking",
282
+ "Money multiplier Deposits",
283
+ "Motor Accident Claim Tribunal Deposit(MACAD) Scheme",
284
+ "N R I / Foreign Exchange",
285
+ "NEFT",
286
+ "NETC FASTag",
287
+ "NPS VATSALYA",
288
+ "NRE FD/ MMD/ RD ACCOUNTS",
289
+ "NRE SB ACCOUNTS",
290
+ "NRE and RFC SB interest Rates",
291
+ "NRI A/cs",
292
+ "NRI Home Loan",
293
+ "NRI INFO BEAM Monthly Newsletter",
294
+ "NRI Plot Loan",
295
+ "NRI and Forex",
296
+ "National Common Mobility Card (NCMC)",
297
+ "New Pension Scheme as an avenue for Tax Savings",
298
+ "New SB Product for Salaried Customers IND SALARY SURAKSHA",
299
+ "New SB Product for Salaried Customers IND SALARY SURAKSHA",
300
+ "Nodal Officers RBI Integrated Ombudsman Scheme, 2021",
301
+ "Nodal Officers- Customer service",
302
+ "Nodal Officers_Ombudsman Scheme,2022",
303
+ "Nomination: A Must Have in Your Accounts",
304
+ "Non-Life Insurance",
305
+ "Non-Resident Ordinary Account",
306
+ "Notifications",
307
+ "OD against Gold Jewels",
308
+ "ONLINE SHISHU MUDRA LOAN",
309
+ "OVERDRAFT FACILITY IN SB SALARY A/C\u00e2\u20ac\u0153IB INSTA CASH\u00e2\u20ac\uf19d",
310
+ "OVERDRAFT FACILITY IN SB SALARY A/C\u201cIB INSTA CASH\u201d",
311
+ "One Time Settlement for NPA Borrowers (eOTS)",
312
+ "Online Collection Products",
313
+ "Online Loans",
314
+ "Online Services",
315
+ "Open Online Account with Video-Based Customer Identification Process (V- CIP)",
316
+ "PMMY-MUDRA-Tarun Plus",
317
+ "PMSurya Ghar: Muft Bijli Yojana Roof Top Solar Loan Scheme",
318
+ "PSB LOANS IN 59 MINUTES",
319
+ "Personal Loan",
320
+ "Personal loan",
321
+ "Point of Sale (PoS)",
322
+ "Policies and Regulations",
323
+ "Positive Pay System (PPS)",
324
+ "Pre Approved Business Loan",
325
+ "Premium Current Account",
326
+ "Premium Services",
327
+ "Press Releases",
328
+ "Privacy Policy Corporate Merchant App",
329
+ "Privacy Policy Digital Currency",
330
+ "Privacy Policy IB Merchant App",
331
+ "Privacy Policy IndOASIS",
332
+ "Privacy Policy Mobile Banking (IndSmart)",
333
+ "QIP WEBSITE DISCLAIMER",
334
+ "Quick Contact",
335
+ "REPO Based Lending Rate for MSME",
336
+ "RFC TERM DEPOSIT Rates",
337
+ "Re-KYC: Periodic Update of KYC Details",
338
+ "Recurring Deposit",
339
+ "Regulatory Disclosures Section",
340
+ "Remittance To India",
341
+ "Resident Foreign Currency account for Returning Indians",
342
+ "Reverse Mortgage",
343
+ "RuPay Key Chain",
344
+ "SB FOR CENTRAL / STATE GOVERNMENT / CONSULAR OFFICES & IND PFMS",
345
+ "SB Platinum Savings Bank Platinum Account with Sweep facility",
346
+ "SB for students under govt scholarship & SB for DBT",
347
+ "SELF HELP GROUP (SHG) SHAKTI",
348
+ "SELF HELP GROUP (SHG) SHAKTI",
349
+ "SHG Bank Linkage Programme Direct Linkage to SHGs",
350
+ "SHG Bank Linkage Programme Direct Linkage to SHGs",
351
+ "SHG GRIHALAKSHMI (Housing Loan to SHG Members)",
352
+ "SMS Banking/ Missed Call Service",
353
+ "SOVA Android Trojan ALERT!!",
354
+ "Salary Loan IB Clean Loan to Salaried Class",
355
+ "Salary Loan IB Clean Loan to Salaried Class",
356
+ "Savings Bank",
357
+ "Savings Bank Account",
358
+ "Savings Bank Account for Pensioners",
359
+ "Say No to Queues and Yes to Fastag!!!!!",
360
+ "Scheme for financing MSMEs for setting up Biomass Pellets manufacturing units",
361
+ "Scheme on financing Manufacturers / Suppliers / Vendors of Solar panels and other ancillary products",
362
+ "Security",
363
+ "Service Charges",
364
+ "Service Charges / Forex Rates",
365
+ "Service Charges on ATM Services",
366
+ "Services rendered free of charge",
367
+ "Shareholding Pattern",
368
+ "Short Term Deposits",
369
+ "Special Non-Resident Rupee Account (SNRR)",
370
+ "Specialist Officers Exam Result (SO)",
371
+ "Statement",
372
+ "Statutory Central Auditors",
373
+ "Stay Safe: Watch Out for Suspicious Files, APKs, and Links",
374
+ "Subsidiaries and Joint Ventures",
375
+ "Sukanya Samriddhi Account",
376
+ "Sukanya Samriddhi Account Scheme",
377
+ "Supply Chain Finance",
378
+ "TERM LOAN",
379
+ "TERMS AND CONDITIONS-TERM DEPOSIT ACCOUNT",
380
+ "Tab Banking",
381
+ "Tap, Pay and Go: RuPay NCMC Card",
382
+ "Tarun Plus Scheme",
383
+ "Tenders / Auction",
384
+ "Term Deposit",
385
+ "Termination Clause Mobile Banking (IndSmart)",
386
+ "Terms and Conditions Indian Bank Digital Rupee",
387
+ "Terms and Conditions Indian Bank Digital Rupee",
388
+ "The Convenience Revolution: Mobile Banking Explained",
389
+ "Units of IMAGE",
390
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