kneau007 commited on
Commit
1a8ab54
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1 Parent(s): f092c78

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": [
5
+ "NomicBertModel"
6
+ ],
7
+ "attn_pdrop": 0.0,
8
+ "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,
18
+ "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,
23
+ "mlp_fc1_bias": false,
24
+ "mlp_fc2_bias": false,
25
+ "model_type": "nomic_bert",
26
+ "n_embd": 768,
27
+ "n_head": 12,
28
+ "n_inner": 3072,
29
+ "n_layer": 12,
30
+ "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": "4.49.0",
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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+ {
2
+ "__version__": {
3
+ "sentence_transformers": "3.4.1",
4
+ "transformers": "4.49.0",
5
+ "pytorch": "2.6.0+cu124"
6
+ },
7
+ "prompts": {},
8
+ "default_prompt_name": null,
9
+ "similarity_fn_name": "cosine"
10
+ }
config_setfit.json ADDED
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1
+ {
2
+ "labels": [
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+ "ATM / Debit Cards",
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+ "ATM/Debit Cards",
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+ "Aadhaar Seeding Online",
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+ "Aadhar enrolment / correction form",
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+ "Aadhar enrolment / correction form(Hindi)",
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+ "Access Restricted",
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+ "Account Balance",
10
+ "Account Opening Forms NRI",
11
+ "Account Statement By email",
12
+ "Add to your Financial Stability with IND Shakti 555 days",
13
+ "Add to your Financial Stability \u2013 with IND Shakti 555 days",
14
+ "Agri Clinic and Agri Business Centres",
15
+ "Agri Loans_Agri Jewel Loan(Fresh)",
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+ "Agri Loans_KCC Renewal",
17
+ "Agricultural Godowns / Cold Storage",
18
+ "Agricultural Jewel Loan Scheme",
19
+ "Agriculture Loan",
20
+ "Amalgamation",
21
+ "Analyst Coverage",
22
+ "Analyst Coverage on Bank\u2019s Share Price",
23
+ "Annual General Meeting",
24
+ "Annual General Meetings and Extraordinary General Meetings",
25
+ "Annual Reports",
26
+ "Another Option for Pension",
27
+ "Application Downloads",
28
+ "Applications supported by Blocked Amount (ASBA)",
29
+ "Audio/ Video Recording/Concall Transcripts",
30
+ "Awards & Accolades",
31
+ "Azadi Ka Amrit Mahotsav #TogetherforBiggerThings",
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+ "Azadi Ka Amrit Mahotsav \u2013 #TogetherforBiggerThings",
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+ "BCSBI - Code of Bank\u2019s Commitment\nto Customers",
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+ "BE Safe in Your Cyber Behaviour",
35
+ "BHIM AADHAAR PAY",
36
+ "BHIM Aadhaar Pay",
37
+ "BSBDA AND SMALL ACCOUNT",
38
+ "BSBDA and Small Account",
39
+ "Banking Ombudsman 2021",
40
+ "Bank\u00e2\u20ac\u2122s Profile",
41
+ "Bank\u2019s Profile",
42
+ "Best Practices code of the Bank",
43
+ "Bharat Aadhaar Seeding Enabler",
44
+ "Block Lost ATM Card",
45
+ "Block Lost Credit Card",
46
+ "Block all channels",
47
+ "Board of Directors",
48
+ "Booklet on Digital Products & services",
49
+ "Business Responsibility and Sustainability Report",
50
+ "CA FOR STATE /CENTRAL GOVT & CONSULAR & IND PFMS",
51
+ "CA FOR STATE /CENTRAL GOVT & CONSULAR & IND PFMS\n",
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+ "CA FOR STATE/CENTRAL GOVT & CONSULAR & IND PFMS (Government Accounts)",
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+ "CAMS-CRA_Registration",
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+ "CAMS-CRA_Standing Instructions",
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+ "CAMS-CRA_Subscription",
56
+ "CENTRAL BANK DIGITAL CURRENCY (CBDC) -Indian Bank Digital Rupee Application",
57
+ "CGRS",
58
+ "CITIZENS\u2019 CHARTER ",
59
+ "CONTACTS FOR QUERIES",
60
+ "CORPORATE LOAN",
61
+ "Capital Gains",
62
+ "Capital Gains SB account",
63
+ "Careers",
64
+ "Centralized Pension Processing Centre",
65
+ "Centralized Pension processing Centre",
66
+ "Chief General Managers",
67
+ "Chief Vigilance Officer",
68
+ "Choosing the Right Term Deposit: Fixed, Recurring or Money Multiplier Your Best Fit?",
69
+ "Choosing the Right Term Deposit: Fixed, Recurring or Money Multiplier \u2013 Your Best Fit?",
70
+ "Coin vending machines(CVMs) location in chennai",
71
+ "Colombo Branch",
72
+ "Common Account Opening Form-Non Individuals",
73
+ "Compressed Bio Gas plant financing under Sustainable alternative towards affordable Transportation",
74
+ "Corporate Blog",
75
+ "Corporate Credit",
76
+ "Corporate Governance",
77
+ "Corporate Governance Reports",
78
+ "Corporate Loan",
79
+ "Corporate Social Responsiblity",
80
+ "Corporate credit",
81
+ "Covering letter to be obtained from the customers currently holding lockers",
82
+ "Credit Cards",
83
+ "Credit Life Insurance Coverages in Association with M/s. Kotak Life",
84
+ "Credit Life Insurance Coverages in association with M/s. Aditya Birla Sun Life Insurance",
85
+ "Current Account",
86
+ "Current Account \u2013 Minimum Balance Requirement",
87
+ "Customer Centric Services",
88
+ "Customer Complaint/Awareness",
89
+ "Customer Complaint/Awareness_Cyber Awareness Content",
90
+ "Customer Complaint/UEBT",
91
+ "Customer Complaints / Awareness",
92
+ "Customer On-Boarding using TAB",
93
+ "Customer care",
94
+ "Cyber Awareness Content",
95
+ "Cyber crime / Unauthorized transaction",
96
+ "DEAF Transaction List",
97
+ "DISPLAY OF INFORMATION SECURED ASSETS POSSESSED UNDER THE SARFAESI ACT 2002",
98
+ "DRAT & DRT NODAL AND LIAISON Officers ",
99
+ "Dairy Loan",
100
+ "Dealing Dishonour of cheques",
101
+ "Death Claim Settlement",
102
+ "Debenture Trustee",
103
+ "Debit Card",
104
+ "Debit Cards",
105
+ "Debit card",
106
+ "Debt Restructuring Mechanism for SMEs",
107
+ "Defending Against Rising Online Frauds: Stay Cyber-Safe!",
108
+ "Deposit Insurance & Credit Guarantee Corp..",
109
+ "Deposit Interest Certificate",
110
+ "Deposit Rates",
111
+ "Derivatives",
112
+ "Designated Authority for Whistle Blower Complaints",
113
+ "Details of Outstanding Tier 1 and Tier 2 Bonds",
114
+ "Digital Banking Unit: Shaping the Financial Future of India",
115
+ "Digital Insurance Platform",
116
+ "Digital Personal Data Protection Policy \n(Eng)",
117
+ "Digitizing the Indian Banking Experience",
118
+ "Disclaimer",
119
+ "Disclosures",
120
+ "Disclosures made to Stock Exchanges",
121
+ "Display of Information - Secured Assets Possessed Under The Sarfaesi ACT 2002",
122
+ "Dividend Details",
123
+ "Don\u2019t Be a Money Mule: Protect Yourself from Fraud",
124
+ "Doorstep Banking",
125
+ "Doorstep Banking: Your Convenience, Our Priority",
126
+ "E Confirmation of Bank Guarantee",
127
+ "E-ALLAHABAD BANK",
128
+ "E-Shopping",
129
+ "ECSNoticetoCustomers(Pdf)",
130
+ "ED's Profile",
131
+ "Education Loan Subsidy Schemes",
132
+ "Education Loan \u2013 Subsidy Schemes",
133
+ "Education loan",
134
+ "Electronic BG Benificiary video",
135
+ "Empanelments / Engagements",
136
+ "Event Updates/ Newspaper Advertisement",
137
+ "Executive Director\u2019s Profile",
138
+ "External Sites",
139
+ "Extraordinary General Meetings",
140
+ "F.A.Qs",
141
+ "FCNR (B) Accounts",
142
+ "FCNR (B) DEPOSITS Rates",
143
+ "FIXED DEPOSIT",
144
+ "Fair Lending Practices Code",
145
+ "Featured Products / Services / Schemes",
146
+ "Financial Inclusion",
147
+ "Financial Inclusion in India: Filling the Void",
148
+ "Financial Results",
149
+ "Financing Agriculturists for Purchase of Tractors & Other Farm Machinery",
150
+ "Find the Best Avenues for Tax Savings with Indian Bank",
151
+ "First Quarter Financial Results 2024-25",
152
+ "Fixed Deposit",
153
+ "Fixed ROI for Retail Loans",
154
+ "Food and Agro Processing",
155
+ "Foreign Branches",
156
+ "Forex Rates for Treasury",
157
+ "Forex Remittance Facility through Internet Banking- Retail",
158
+ "Frequently Asked Questions Internet Banking and Mobile Banking",
159
+ "General Managers",
160
+ "Government Deposit Schemes",
161
+ "Government Sponsored Jan Suraksha Schemes: Trio Pack for Your Financial Security",
162
+ "Head Office Departments",
163
+ "Helpline for Women in Distress - 7827170170",
164
+ "Helpline for Women in Distress - 7827170172",
165
+ "History",
166
+ "Home Loan",
167
+ "Home Loan Scheme for Economically Weaker Section (EWS), Low Income Group (LIG) and Middle Income Group (MIG) individuals: Urban Areas",
168
+ "Home Loan to Corporate Entity",
169
+ "Home Loans: A Strategic Move to Preserve Your Savings",
170
+ "How to Save Tax 101: A Comprehensive Guide to Tax Saving Investment Options",
171
+ "How-to Videos Internet Banking",
172
+ "How-to Videos Mobile Banking",
173
+ "IB Arogya Raksha \u2013 Portability Options for existing customers",
174
+ "IB COMFORT- DOMESTIC AND NRE",
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+ "IB CONTRACTORS",
176
+ "IB CORP SB Payroll Package Scheme for Salaried Class",
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+ "IB CORP SB \u2013 Payroll package scheme for salaried class",
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+ "IB Corp SB \u2013 Payroll Package Scheme for Salaried Class",
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+ "IB Doctor Plus",
180
+ "IB Education Loan (IBA",
181
+ "IB Education Loan (IBA)",
182
+ "IB Gen X For the Vibrant Youth",
183
+ "IB Gen X \u2013 For the Vibrant Youth",
184
+ "IB Golden Ager Term Deposit Product for Super Senior Citizens",
185
+ "IB Golden Ager \u2013 Term Deposit Product for Super Senior Citizens",
186
+ "IB HARIT",
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+ "IB HOME ENRICH",
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+ "IB Home ENRICH",
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+ "IB Home Improve",
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+ "IB Home Loan",
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+ "IB Home Loan Flexi",
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+ "IB Home Loan Plus",
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+ "IB Kishore Savings Bank Account for Minors",
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+ "IB Kishore \u2013 Savings Bank Account for Minors",
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+ "IB Loan against Sovereign Gold Bond",
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+ "IB MSME Jewel Loan",
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+ "IB MY OWN SHOP",
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+ "IB Mahila Shakti For Women",
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+ "IB Mahila Shakti \u2013 For Women",
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+ "IB PROFESSIONAL",
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+ "IB Pension Loan",
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+ "IB Plot Loan",
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+ "IB Produce Marketing Loan Loan Against eNWRs",
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+ "IB Produce Marketing Loan \u2013 Loan Against eNWRs",
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+ "IB RERA CURRENT ACCOUNT",
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+ "IB RERA Current Account",
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+ "IB Salaam Special Account for Defence Personnel",
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+ "IB Salaam \u2013 Special Account for Defence Personnel",
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+ "IB Sammaan",
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+ "IB Smart Kid",
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+ "IB Star Agro Mills (Rice Mill, Dhal Mill, Oil Mill and Flour Mill)",
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+ "IB TAX SAVER SCHEME",
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+ "IB Tax Saver Scheme",
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+ "IB Tradewell",
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+ "IB Vehicle Loan",
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+ "IB Vidyarthi Suraksha (With PNB-Metlife)",
217
+ "IB i-Freedom Current Account",
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+ "IB \u2013 COMFORT - DOMESTIC AND NRE (Minimum Balance & Charges)",
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+ "IB \u2013 Sammaan",
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+ "IB \u2013COMFORT- DOMESTIC AND NRE",
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+ "IBEX GOLD CARD SCHEME (GCS) FOR EXPORTERS",
222
+ "IMAGE",
223
+ "IMAGE ",
224
+ "IMAGE Computer Centre",
225
+ "IMAGE Contact Us",
226
+ "IMAGE Email Id\u2019s",
227
+ "IMAGE Infrastructure",
228
+ "IMAGE Principal\u2019s Message",
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+ "IMAGE Training Philosophy",
230
+ "IMPORTANT TERMS AND CONDITIONS CA",
231
+ "IMPORTANT TERMS AND CONDITIONS SB",
232
+ "IMPORTANT TERMS AND CONDITIONS \u2013 CA",
233
+ "IMPORTANT TERMS AND CONDITIONS \u2013 CA (Account Transfer)",
234
+ "IMPORTANT TERMS AND CONDITIONS \u2013 CA (Current Account)",
235
+ "IMPORTANT TERMS AND CONDITIONS \u2013 SB",
236
+ "IND COURT",
237
+ "IND Corp SB Elite\u201d Payroll package scheme for Salaried Class with bundled Group Personal Accidental Insurance (PAI)",
238
+ "IND Corp SB \u2013 Elite (Payroll Package Scheme)",
239
+ "IND EQUIPMENT & WHEELS (CE/CV) scheme",
240
+ "IND GST ADVANTAGE",
241
+ "IND GURUDEV",
242
+ "IND GURUDEV (Auto Sweep & SMS Alert)",
243
+ "IND HEALTH CARE",
244
+ "IND KISAN SAUR SHAKTHI (PM KUSUM) Additional Component (Component C- Feeder level Solarisation)",
245
+ "IND KISAN SAUR SHAKTHI (PM KUSUM) Additional Component (Component C- Feeder level Solarisation)\n",
246
+ "IND Krishi Vaahan",
247
+ "IND MSME SAKHI",
248
+ "IND MSME VEHICLE",
249
+ "IND Micro Food Processing Enterprises- (PMFME)",
250
+ "IND Millionaire Recurring Deposit Account NRE",
251
+ "IND Millionaire Recurring Deposit Account \u2013 NRE",
252
+ "IND NAVYA",
253
+ "IND Non-Callable Deposit",
254
+ "IND PASHUDHAN Mitra- Animal Husbandry Infrastructure Development Fund (AHIDF)",
255
+ "IND PM Vishwakarma",
256
+ "IND Professional Special",
257
+ "IND Rupee Gain",
258
+ "IND SAMPOORNA SALARY PACKAGE",
259
+ "IND SME Secure",
260
+ "IND SUPER 400 DAYS",
261
+ "IND SUPREME 300 DAYS",
262
+ "IND SWAGAT - Online Term Deposit Opening",
263
+ "IND \u2013 PM Vishwakarma",
264
+ "IND- KRISHI INFRA FUND (AGRICULTURE INFRA FUND)",
265
+ "IND-SME E-VAAHAN",
266
+ "IND-SME EASE",
267
+ "IND-SURYA SHAKTI",
268
+ "INDIAN BANK MUTUAL FUND",
269
+ "INDIAN BANK TRUST FOR RURAL DEVELOPMENT (IBTRD)\n",
270
+ "Image",
271
+ "Important Communication regarding Amalgamation (Internet Banking / Mobile Banking)",
272
+ "Important Contacts",
273
+ "Important Notices to Shareholders / Bondholders",
274
+ "Ind Advantage (Reward Program)",
275
+ "Ind Jet Remit (RTGS)",
276
+ "Ind Lakhpati Didi Scheme",
277
+ "Ind Mortgage",
278
+ "Ind Netbanking",
279
+ "Ind QwikCollect",
280
+ "IndOASIS Checksum",
281
+ "IndOASIS Terms and Conditions",
282
+ "IndSMART",
283
+ "IndSMART Mobile Banking App Checksum",
284
+ "IndSMART: Indian Bank\u00e2\u20ac\u2122s Omni channel Mobile App",
285
+ "IndSMART: Indian Bank\u2019s Omni channel Mobile App",
286
+ "IndSmart",
287
+ "Indbank Merchant Banking - Online share trading",
288
+ "Indian Bank Annual Reports",
289
+ "Indian Bank Debit Card Shopping Perks",
290
+ "Indian Bank Financial Results",
291
+ "Indian Bank One Co-Branded Credit Card",
292
+ "Indian Bank Prepaid Card App Terms and Conditions",
293
+ "Indian Bank, IFSC Banking Unit, GIFT City",
294
+ "Indoasis",
295
+ "Interest Rate for Agri Products",
296
+ "Interest Rate for agri Products",
297
+ "Interest Rates for Small Savings Schemes",
298
+ "Interest Rates on Personal Segment Loan Products Fixed",
299
+ "Interest Rates on Personal Segment Loan Products: Floating",
300
+ "Interest Rates on SB / NRO / NRE Accounts",
301
+ "Internet Banking",
302
+ "Internet banking",
303
+ "Internet/Mobile/Tele Banking",
304
+ "Investor / Analyst Presentation",
305
+ "Investor Grievances",
306
+ "Investor Guide / FAQ",
307
+ "Investor Relations",
308
+ "Investors",
309
+ "Investors Services Center",
310
+ "Jaffna Branch",
311
+ "Jewel Loan",
312
+ "Jewel Loan appointment",
313
+ "Jewel Loan: Unlock the Value of Your Gold for Financial Flexibility",
314
+ "Joint Liability Group (JLG)",
315
+ "KCC Gold Plus",
316
+ "KCC Marine Gold Scheme",
317
+ "Kisan Credit Card (KCC)",
318
+ "Kisan Credit Card (KCC) Animal Husbandry and Fisheries",
319
+ "Kisan Credit Card (KCC) \u2013 Animal Husbandry and Fisheries",
320
+ "LOAN AGAINST LEASE RENTALS",
321
+ "LOAN AGAINST LEASE RENTALS(IB RENTAL)",
322
+ "Lab Grown Diamond Scheme",
323
+ "Lending Rates",
324
+ "Lending rates",
325
+ "Lending rates for Export Credit",
326
+ "Lending rates for RMD",
327
+ "Lending rates for Retail Assets",
328
+ "Life Certificate",
329
+ "Life Insurance",
330
+ "Life Insurance Corporation Of India",
331
+ "Loan / OD against NSC / KVP / Relief bonds of RBI / LIC policies",
332
+ "Loan for Purchase of \u00e2\u20ac\u0153Van / Minibus / Bus / Ambulance\u00e2\u20ac\uf19d to Institutions / Firms / PSU / Company / Hospitals",
333
+ "Loan for Purchase of \u201cVan / Minibus / Bus / Ambulance\u201d to Institutions / Firms / PSU / Company / Hospitals",
334
+ "Loan/OD/Credit Card against Deposit",
335
+ "Login Procedure for Internet Banking",
336
+ "Login procedure for Mobile Banking",
337
+ "Loyalty Program Delights: Unlocking Special Rewards for Your Loyalty",
338
+ "MACT SB",
339
+ "MCA Payment",
340
+ "MD & CEO Speeches / Media Interaction",
341
+ "MD & CEO's Profile",
342
+ "MONEY MULTIPLIER DEPOSITS",
343
+ "MSME",
344
+ "MSME AUTO RENEWAL",
345
+ "MSME AUTO \u2013 RENEWAL",
346
+ "MSME DIGI Jewel Loan and Jewel Loan (Re-Pledge)",
347
+ "MSME LAP",
348
+ "MSME Loans_Download_Sanction terms/Condition",
349
+ "MSME Loans_MSME Loan Renewal",
350
+ "MSME Loans_Pre Approved Bussiness Loan",
351
+ "MSME Loans_Shishu Mudra Loan",
352
+ "Managing Director & CEO\u00e2\u20ac\u2122s Profile",
353
+ "Managing Director & CEO\u2019s Profile",
354
+ "Media Speaks",
355
+ "Merchant UPI QR Code",
356
+ "Mini Statement",
357
+ "Mobile Banking",
358
+ "Mobile Banking/Internet Banking",
359
+ "Model Revised safe deposit locker agreenment",
360
+ "Model Supplementary safe deposit locker agreenment",
361
+ "Money multiplier Deposits",
362
+ "Motor Accident Claim Tribunal Deposit(MACAD) Scheme",
363
+ "Mutual Funds, IPO, Demat & Trading",
364
+ "N R I / Foreign Exchange",
365
+ "NABARD",
366
+ "NEFT",
367
+ "NETC FASTag",
368
+ "NPS VATSALYA",
369
+ "NRE FD/ MMD/ RD ACCOUNTS",
370
+ "NRE SB ACCOUNTS",
371
+ "NRE and RFC SB interest Rates",
372
+ "NRI A/cs",
373
+ "NRI Home Loan",
374
+ "NRI INFO BEAM Monthly Newsletter",
375
+ "NRI Plot Loan",
376
+ "NRI and Forex",
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