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Gopal2002
/
NASFUND_MODEL_V1

Text Classification
setfit
Safetensors
sentence-transformers
bert
generated_from_setfit_trainer
Eval Results
Model card Files Community
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Files changed (13) hide show
  1. 1_Pooling/config.json +10 -0
  2. README.md +500 -0
  3. config.json +31 -0
  4. config_sentence_transformers.json +9 -0
  5. config_setfit.json +4 -0
  6. model.safetensors +3 -0
  7. model_head.pkl +3 -0
  8. modules.json +20 -0
  9. sentence_bert_config.json +4 -0
  10. special_tokens_map.json +37 -0
  11. tokenizer.json +0 -0
  12. tokenizer_config.json +57 -0
  13. vocab.txt +0 -0
1_Pooling/config.json ADDED
@@ -0,0 +1,10 @@
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "word_embedding_dimension": 384,
3
+ "pooling_mode_cls_token": true,
4
+ "pooling_mode_mean_tokens": false,
5
+ "pooling_mode_max_tokens": false,
6
+ "pooling_mode_mean_sqrt_len_tokens": false,
7
+ "pooling_mode_weightedmean_tokens": false,
8
+ "pooling_mode_lasttoken": false,
9
+ "include_prompt": true
10
+ }
README.md ADDED
@@ -0,0 +1,500 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ library_name: setfit
3
+ tags:
4
+ - setfit
5
+ - sentence-transformers
6
+ - text-classification
7
+ - generated_from_setfit_trainer
8
+ base_model: BAAI/bge-small-en-v1.5
9
+ metrics:
10
+ - accuracy
11
+ widget:
12
+ - text: "ADITYA BIRLA\n\n \n\nHINDALCO INDUSTRIES LIMITED\n\n \n\nHIRAKUD POWER,\
13
+ \ HIRAKUD-768 016, DIST.:SAMBALPUR (ODISHA) Range: Hirakuc\nPHONE: 0663-2481365,\
14
+ \ FAX: 0663-2481342 Division : Sambal\nPURCHASE ORDER Excise Regn. No.\nVendor\
15
+ \ Code: B120 PO No: P/PO/SRV/1617/0998 Date: 24-FEB-2/\nM/s BHARAT INSULATION\
16
+ \ COMPANY Rev. No: Date:\nB-61, TURRA\nPrice Basis:\nTransportation arrangement:\n\
17
+ DIST. SONEBHADRA, UTTARPRADESH, IN 231221 Ship to Location: HIRAKUD - POWER\n\
18
+ Email: [email protected] Currency: INR\nFax: () Hindalco Contact Person\
19
+ \ AMARESH MISHRA,\nContact: SAGAR KHANNA (+91) 9838407002 Email of Contact Person:\
20
+ \ [email protected]\niNaige oo Oo oo OO OS OO\n\nRATE, TERMS &\
21
+ \ CONDITIONS ARE AS PER OUR EARLIER ORDER NO. P/PO/SRV/1617/0804\n\nA. PAYMENT\
22
+ \ TERMS :-\n1. Service Tax as applicable will be paid extra.\n\n2. It is mandatory\
23
+ \ to put PAN number in the invoice. As per Section 69 of the Finance Act and rule\
24
+ \ 4 of the Service Tax Rules, 1994, it is mandatory to mention\nTax Registration\
25
+ \ number in the invoice.\n\n3.All tools and tackles are in your scope.\n\n4. Seif\
26
+ \ tapping screw, scaffolding, pop rivet, GI wire, Tape in your scope.\n\nOTHER\
27
+ \ TERMS:-\n\n1. Bill will be released only after thermography report submitted\
28
+ \ by Department\n\n2. Strip to be installed in duct area free of cost\n\n3. Scrap\
29
+ \ material to be resused after due consultation with department\n\n4. Warranty\
30
+ \ will be 1 Year from date of completion of job\n\n5. We will supply only Cladding\
31
+ \ sheet and Insulation to the Contractor, rest all the material in your scope.\n\
32
+ \nNOTE:-\n1. PLEASE REFER ANNEXURE - II FOR “GENERAL TERMS AND CONDITIONS - SERVICES\"\
33
+ \n2. PLEASE REFER ANNEXURE- A FOR \"SAFETY CODE OF CONDUCT\"\n\nfor and on behalf\
34
+ \ of\n\nGIRISH ABBOTT\nComplex Head - Materials\n\nHindalco Industries Limited\n\
35
+ \n \n\nHirakud\nRegd. Office: Page 3 of 3 Sales Tax mes\nHINDALCO INDUSTRIES LIMITED\
36
+ \ C.S.T.No. : SAI(C) 345, 0\nCentury Bhavan, 3rd Floor, 0.S.T. No. SAI 2587,\
37
+ \ Dt.\nDr. Annie Besant Road, Worli, Mumbai-400 030 TIN : 21601703134\n\nTel No:\
38
+ \ 91 22 6662 6666, Email: [email protected], Website: www.adityabirla.com\n\
39
+ \nCarnarata Idantitu Ma: I ITNINMLADERDI 7N11922\n\f"
40
+ - text: " \n\nM/S ANIL KUMAR SAHU\n\n \n\nAT/PO- HIRAKUD\nDIST - SAMBALPUR- 768016,\
41
+ \ ODISHA,\n\nMOBILE NO : 9777356729\nEMAIL ID : [email protected]’\n\n \n\
42
+ \nDETAILS OF RECEIPIENT (BILLED TO)\nHINDALCO INDUSTRIES LTD.\nHIRAKUD POWER\n\
43
+ AT/PO:- HIRAKUD\n\n|\n\nTAX INVOICE\n(ISSUEDUNDER RULE 46 OF GST/OGST RULE,2017)\n\
44
+ \n \n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\n\
45
+ \ \n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\nDIST: | SAMBALPUR\
46
+ \ - 798016,ODISHA INVOICE NO. 487/20\nSTATE CODE:- 21 INVOICE DATE 11.03.2020\n\
47
+ GSTIN :- 21AAACH1201R1ZZ\nPAN NO:- AAACH1201R PO. NO. P/PO/SRV/1920/0976\nDETAILS\
48
+ \ OF COSIGNEE (SHIPPED ) |\nHINDALCO INDUSTRIES LTD. PO DATE\ni HIRAKUD POWER\n\
49
+ AT/PO:- HIRAKUD DATE OF ISSUE\nDIST:- | SAMBALPUR - 798016,ODISH..\nPERIOD OF\
50
+ \ SERVICE JULY - 2019 TO JANUARY - 2020\nNo. SERVICE DESCRIPTION Meooe yous] vom\
51
+ \ | fag) | as)\n$C1764\nASH TRANSPORTATION TO VARIOUS\nL BRICKS PLANT DISTANCE\
52
+ \ 106 KM TO110 KM\n1 MONTH OF JULY - 2019 90.44 | 313.50 28,352.94\n2 MONTH OF\
53
+ \ AUGUST - 2019 57.70 313.50 18,088.95\n3 MONTH OF SEPTEMBER - 2019 29.74 313.50\
54
+ \ 9,323.49\n4 MONTH OF OCTOBER - 2019 9954 | 114.36 MT 313.50 35,851.86\n5 r MONTH\
55
+ \ OF NOVEMBER - 2019 145.65 313.50 45,661.28 |\n6 MONTH OF DECEMBER - 2019 131.13\
56
+ \ 313.50 41,109.26\n7 MONTH OF JANUARY - 2020 114.85 | 313.50 36,005.48 |\nTOTAL\
57
+ \ 2,14,393.25\nWHETHER THE TAX IXS PAYABLE ON REVERSE CHARGE BASIS :- [No\nINVOICE\
58
+ \ TOTAL 2,14,393.25\n\n \n\n \n\nTOTAL INVOICE VALUE (IN FIGURE )\n\nRS.2,14,393.25\n\
59
+ \n \n\na_i\n\nTOTAL INVOICE VALUE (IN WORDS )\n\n \n\nTWO LAKH FOURTEEN THOUSAND\
60
+ \ THREE HUNDRED NINETY THREE ONLY.\n\n \n\nCERTIFIED THAT THE PARTICULARS GIVEN\
61
+ \ ABOVE ARE TRUE AND CORRECT AND THE AMOUNT INDICATED\nREPRESENTS THE PRICE ACTUALLY\
62
+ \ CHARGED BY US AND THERE IS NO FLOW OS ADDITIAL CONDITION DIRECTLY OR INDIRECTLY\
63
+ \ FROM THE BUYER\n\n \n\n-\nSTATE CODE:- 21\n\nOUR GST NO:- 21AIUPS3946D1Z1\n\n\
64
+ OUR PAN NO: AIUPS3946D\n\n \n\n(E&O.E.)\n\nFOR M/S ANIL KUMAR SAHU\nFor Anil Kumar\
65
+ \ Sahu\n\nlw Gs\n\nProprietor\nAUTHORISED SIGNATORY\n\n \n\n \n\n \n\f"
66
+ - text: "| Sth. Mansur i ves cere\n\n09861521380\nAt- Hirakud, Dist- Sambalpur, Odisha-768016\n\
67
+ {ORIGINAL FOR RECEIPIENT)\n\nTAX INVOICE\nISSUED UNDER RULE 46 OF CGST / OGST\
68
+ \ RULES, 2017) _\n\nwvorceno: SX 0-219 /19\n\n \n \n \n \n\n \n \n\nDETAILS\
69
+ \ OF RECEIPIENTS (BILLED TO)\nHINDALCO INDUSTRIES LIMITED\nHIRAKUD POWER\nAT/PO-\
70
+ \ HIRAKUD,\nDIST- SAMBALPUR-768016, ODISHA\n\n \n \n \n \n \n\n \n \n\
71
+ \ \n\nINVOICEDATE: | ¥~ G'\n\nPO NO. : ejeo| seupres] oF € J\n\n \n \n \
72
+ \ \n\n \n \n\nGSTIN : 21AAACH1201R17Z\nPAN No. : AAACH1201R\nDETAILS OF CONSIGNEE\
73
+ \ (SHIPPED TO)\nHINDALCO INDUSTRIES LIMITED\n\n \n \n \n \n\n \n \n\
74
+ \nPODATE: 9Q~-'-'%\n\n \n \n\nDATE OF ISSUE :\n\n \n\nPERIOD OF SERVICE:\
75
+ \ 14-$°\"% fo 16-64-19\n\n \n \n \n\n \n \n\naf uh Dea VC cy )* OR gre\n\nb)L\
76
+ \ Om egy cd.\n\n \n \n \n\n \n\nSG0004\nSe eS\n\nSea wee. of a Ck.fwd pote.\
77
+ \ ce. ovev\n| x\n\naged of Rok. Ae gers € eAv cdl\n\n \n \n\n \n\n \n\n \n\
78
+ \ \n\nTotal Invoice value (In Figures)\nTotal Invoice value (in words) —\n\n\
79
+ \ \n \n\n \n\n \n \n \n\n“T wralisa $2.93 §acKs a f : “4 of Fy as nS a\
80
+ \ @& @er\\. | wai\n\n \n\nCERTIFIED THAT THE PARTICULARS GIVEN ABOVE ARE TRUE\
81
+ \ AND CORRECT AND THE AMOUNT INDICATED REPRESENTS THE PRICE ACTUALLY\nCHARGED\
82
+ \ BY US AND IS NO FLOW OS ADDITIAL CONDITION DIRECTLY OR INDIRECTLY FROM THE BUYER.\n\
83
+ \n \n\n \n \n \n \n\nOur GSTIN : 21ALGPA5675EIZI\n\n \n\nOur PAN: ALGPAS675E\n\
84
+ \f"
85
+ - text: "fan UNITED ECO CARE CONSULTANCY PVT.LTD\n\n \n\nTAX INVOICE\nINVOICE Neh\
86
+ \ eet) 02-03-2022\n\n \n \n\n|VENDOR DETAILS:\nIHINDALCO INDUSTRIES UMITED [UNITED\
87
+ \ ECO CARE CONSULTANCY PRIVATE LIMITED\nHirakud Power, Hirakud - 768016, Sambalpur\
88
+ \ (ODISHA) Flat No: 006, Prasanti Apartment, Deulsahi, Tulsipur,\nDist: Cuttack-753008,\
89
+ \ Odisha, India.\nICIN NO: U513970R2008PTC009763\n\n \n \n\n \n \n \n\n \n\
90
+ \n:]21MAACH1201R1ZZ GSTIN: |21AAACU9687L1ZS, State Code: 21 (Odisha)\nPAN: |AAACH1201R\
91
+ \ - PAN: | AAACU9687L |SAC CODE: |998346\n>/SR\\ ~ SERVICE TYPE: Scientific &\
92
+ \ Technical Consultancy Services.\n\n \n \n \n\n \n \n \n\n \n \n\n \n\
93
+ \nP.O. NO: |P/PO/SRV/2122/0846\n\n \n\n \n\n \n \n \n\nP.O. DATE: (12-01-\
94
+ \ 202200 IBANK DETAILS:\nISHIP TO: —_ BANK NAME: AXIS BANK LTD.\nIHINDALCO INDUSTRIES\
95
+ \ LIMITED A/C NO: 9100 2001 2908 617\n\n \n \n\nHirakud Power, Hirakud - 768016,\
96
+ \ Sambalpur (ODISHA) A/C TYPE: CURRENT\nEffective From 12/01/2022 To 31/12/2022\
97
+ \ FSC CODE: UTIB 0000 550\nBRANCH ADDRESS: BIDANASI, CUTTACK\n\n \n \n \n \n\
98
+ \n \n\n \n\nSERVICE PERIOD: 15/01/2022 to 17/01/2022\nICONTACT PERSON: Mr. Subrat\
99
+ \ kumar Biswal (chp dept) 8 ¢\nBRIEF ORDER DESCRIPTION: LOAD TEST WITH CERTIFICATION\
100
+ \ OF HOIST & CHAIN\n\nPULLY BLOCK.\n\n \n \n \n\n \n\nACLU TCCa CPA Ey eit)\n\
101
+ \n \n \n\nSERVICE DESCRIPTION PO. QTY. UoM eee ee LINE TOTAL (Rs.)\n(US\n\n \
102
+ \ \n \n \n \n \n \n \n \n \n\n \n \n \n \n \n\n \n\n \n\
103
+ \n \n\n \n\n \n \n \n\n \n\n \n\n \n\n \n\n \n\n \n\n731216140082\n10 | ELECTRICALLY\
104
+ \ OPERATED OVERHEAD WIRE ROPE HOIST: 2 TON 1,615.00\n~ 731216140084 ne Ga, te\
105
+ \ F _\n2.0 _ ELECTRICALLY OPERATED OVERHEAD WIRE ROPE HOIST: 1,615.00 il 1,615.00\n\
106
+ 731216140085 : ‘i a aN j\n3.0 ELECTRICALLY OPERATED OVERHEAD WIRE ROPE HOIST:\
107
+ \ 10 TON 2,400.00 2.00 4,800.00\n|U731216140335 - ay iv | |\n4.0 |evectRICALLY\
108
+ \ OPERATED OVERHEAD WIRE ROPE HOIST: 6TON 1,615.00 109 | 1,615.00\nFea a 2 i al\
109
+ \ | | as\nU731216140336 |\n3.0 ELECTRICALLY OPERATED OVERHEAD WIRE ROPE HOIST:\
110
+ \ 3 TON A NGS: gh\" 1615.00 100 1615.00 |\nU731216140337 oo | alte i\n6.0 ELECTRICALLY\
111
+ \ OPERATED OVERHEAD WIRE ROPE HOIST: 7.5 TON i G | Nes | 2,400.00 4.00 9,600.00\n\
112
+ 731216140426 - sb svcammeenitl oT gs Pte\n70 CHAIN PULLEY BLOCK (37) | 5 Nos 304.00\
113
+ \ 1.00 304.00\n(811418040116 — — TY |\n8,0 INSPECTION AND TESTING OF OF CHAIN\
114
+ \ BLOCK ABOVE 3T AND UPTO. 5 Nos 500.00 | 1.00 500.00\n6T\n811418040117 = =|\n\
115
+ 9.0 Loa TEST OF CHAIN BLOCK UPTO aT 25 Nos 5,472.00\n7 tL _ EER\n_ —_ SGST @9%\
116
+ \ 2,587.59\n| CGST @9% 2,587.59 |\nlIGst @ 18%\nAmount in Words: Rupees Thirty\
117
+ \ Three Thousand Nine Hundred Twet\n\n \n\n \n\n \n\n \n\n \n\f"
118
+ - text: " \n\n \n\n| HINDALCO INDUSTRIES LIMITED\n\ngy HIRAKUD SMELTER, HIRAKUD-768\
119
+ \ 016,DIST.:SAMBALPUR (ODISHA)\nPHONE: 0663-248 1307/2481273/2481452, FAX: 0663-2481356\n\
120
+ \n \n\nGSTIN: 21AAACH1201R1ZZ\nState Code: 21 - Odisha\n\nGST Range/division:\
121
+ \ Sambalpur\nGST Commissionerate - Cuttack\n\n \n\nPURCHASE ORDER\n\nVendor Code:\
122
+ \ P81 P.O/No: S/PO/SRV/1920/0144 Date: 26-APR-2019\nMis P.K.TRIPATHY Revies No}\
123
+ \ Date\n\nOrder Type: PURCHASE ORDER\nF-3/D, MAA TARINI APARTMENT Effective From\
124
+ \ 01/04/2019 To 31/03/2020\nBUDHARAJA Price Basis * NONE\nSAMBALPUR, ORISSA, IN\
125
+ \ 768 004 Transportation arrangement\n\nShip to Location HIRAKUD - SMELTER:\n\
126
+ Email: [email protected] Carrier\nFax: () Currency SINR,\nContact:\
127
+ \ PRATAP KU, TRIPATHY () 9861732186. Hindalco Contact Person SRIKANDAR BHOI,\n\
128
+ \nGSTIN: 21AAXPTOS26F1ZO —_State:21 - Odisha\n\nEmail of Contact Person: purchasesmelter@adityabiria\
129
+ \ com\n\nRef (ANNUAL ORDER) PERIPHERAL HOUSEKEEPING ,METAL PAD CUTTING IN LINE-183\
130
+ \ AND COURTYARD HOUSEKEEPING IN LINEA\n\n \n\n \n\n \n\n \n\n \n\n \n\nOrder Unit\
131
+ \ of Rate/Unit Value\nSl. Stock No. & Description Quantity Measurement (Rs) (Rs)\n\
132
+ 1 SCPRO382 HSN/SAC: 9985 12.000 MON 101021.171212284.04\nPERIPHERAL HOUSEKEEPING\
133
+ \ AND MISCELLANEOUS JOBS IN POT LINES. cost Tax@a% 10910286\nCC Code Quant\n\n\
134
+ yd Need By: 31-MAR-2020 SGST Tax@9% 109102.86\nTem Total 1430459.76\n2 ScPRo4S1\
135
+ \ HSN/SAC: 9985 42.000 MON 4934072 -592088.64\nMETAL PAD CUTTING IN LINE1 AND\
136
+ \ 3. COST Tax@o% 53287.98\n\nCC Code Quantity\n32000 Need By: 31-MAR-2020 SGST\
137
+ \ TanQo%. SST\nitem Total 698664.60\n3 SCPRO3e2 HSNISAC: 9985, 12,000 MON 148669.52\
138
+ \ 1748034.24\nCOURTYARD HOUSEKEEPING IN LINE-1 COST Tax@9% 157323.08\nCia usiiy\
139
+ \ SGST Tax@9% 157323.08\n12,000 Need By: 3t-MAR-2029 item Total: 2062680.40\n\
140
+ Payment Terms: 15 days credit against RA bill GRAND TOTAL: 4191804.76\n\nFreight\
141
+ \ Terms: NONE\n\nBilling Address\n(Hard\nShipping address : Hindalco'Industries\
142
+ \ Ltd, Hirakud Smol\n\nNotes:\n\nNeQB/S TO BE DONE AS PER THE INSTRUCTION & SATISFACTION\
143
+ \ OF ENGIENEER-IN-CHARGE AT SITE.DETAILS SCOPE OF WORK ATTACHED\n\nHEREWITH.\n\
144
+ 2. BREAK-UP OF MANPOWER :\nITEM SL. NO.1 (SCPRO382) :\n\n \n\n \n\n+ Hindalco\
145
+ \ Industries Ltd, Hirakud Smelter, Hirakud - 768016, Sambalpur (ODISHA)\ny of\
146
+ \ bills to be forwarded at shipping address)\nr, Hirakud - 768016,\n\n‘Sambalpur\
147
+ \ (ODISHA)\n\nOBNOS UN-SKILLED (LTS) FOR 30.42AYS = 243 36MANDAYS X 415.11=1,01,021.17/-\
148
+ \ PER MONTH\n\nITEM SL. NO.2 (SCPRO451) :\n\nO4NOS SEMI-SKILLED (LTS) FOR 26DAYS\
149
+ \ = 104MANDAYS X 474 43= 49,340.72/- PER MONTH\n\nITEM SL.NO.3 (SCPRO392) :\n\n\
150
+ DINO. HI-SKILLED (LTS) FOR 30.42AYS = 30.42MANDAYS x 637.51:\n\n \n\n9,393.05).\n\
151
+ \nONOS UN-SKILLED (LTS) FOR 30.42AYS = 304.2MANDAYS X 415 11=1,26,276.46/-\n\n\
152
+ 1,45 (669 52/- PER MONTH\n\n3. YOU HAVE TO SUBMIT PROPER SUPPORTING DOCUMENTS\
153
+ \ LIKE JOB TICKET & LOG BOOK ALONG WITH BILL AT ACCOUNTS.\n\n4. RATE |S AS PER\
154
+ \ LTS LABOUR RATE W.E.F.30/10/2018,\n\n \n\nRegd. Office:\nHINDALCO INDUSTRIES\
155
+ \ LIMITED\n\nAhura Centra, 1st Floor, B Wing, Mahakali Caves Road Andheri(East),\
156
+ \ Mumbai 400093, India,\n\nPage 1 of 2\n\nTel No: 91 22 6691 7000, Emall: [email protected],\
157
+ \ Website: www.adityabiria com\n\nCorporate Identity No: L27020MH1958PLC011238\n\
158
+ \nwy\n¥Y\n\n \n\nrv .\nTA\\W\\rP\n\f"
159
+ pipeline_tag: text-classification
160
+ inference: true
161
+ model-index:
162
+ - name: SetFit with BAAI/bge-small-en-v1.5
163
+ results:
164
+ - task:
165
+ type: text-classification
166
+ name: Text Classification
167
+ dataset:
168
+ name: Unknown
169
+ type: unknown
170
+ split: test
171
+ metrics:
172
+ - type: accuracy
173
+ value: 1.0
174
+ name: Accuracy
175
+ ---
176
+
177
+ # SetFit with BAAI/bge-small-en-v1.5
178
+
179
+ This is a [SetFit](https://github.com/huggingface/setfit) model that can be used for Text Classification. This SetFit model uses [BAAI/bge-small-en-v1.5](https://huggingface.co/BAAI/bge-small-en-v1.5) as the Sentence Transformer embedding model. A [LogisticRegression](https://scikit-learn.org/stable/modules/generated/sklearn.linear_model.LogisticRegression.html) instance is used for classification.
180
+
181
+ The model has been trained using an efficient few-shot learning technique that involves:
182
+
183
+ 1. Fine-tuning a [Sentence Transformer](https://www.sbert.net) with contrastive learning.
184
+ 2. Training a classification head with features from the fine-tuned Sentence Transformer.
185
+
186
+ ## Model Details
187
+
188
+ ### Model Description
189
+ - **Model Type:** SetFit
190
+ - **Sentence Transformer body:** [BAAI/bge-small-en-v1.5](https://huggingface.co/BAAI/bge-small-en-v1.5)
191
+ - **Classification head:** a [LogisticRegression](https://scikit-learn.org/stable/modules/generated/sklearn.linear_model.LogisticRegression.html) instance
192
+ - **Maximum Sequence Length:** 512 tokens
193
+ - **Number of Classes:** 4 classes
194
+ <!-- - **Training Dataset:** [Unknown](https://huggingface.co/datasets/unknown) -->
195
+ <!-- - **Language:** Unknown -->
196
+ <!-- - **License:** Unknown -->
197
+
198
+ ### Model Sources
199
+
200
+ - **Repository:** [SetFit on GitHub](https://github.com/huggingface/setfit)
201
+ - **Paper:** [Efficient Few-Shot Learning Without Prompts](https://arxiv.org/abs/2209.11055)
202
+ - **Blogpost:** [SetFit: Efficient Few-Shot Learning Without Prompts](https://huggingface.co/blog/setfit)
203
+
204
+ ### Model Labels
205
+ | Label | Examples |
206
+ |:------|:----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------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207
+ | 3 | <ul><li>' \n\n \n\nHINDALCO INDUSTRIES LTE...\nHIRARUD POWER\n\np lGEn-T2 Te- 31-J\n\n \n \n \n\nUbATE OTIM\n\n \n\n \n\n28-21-2022\n\n \n\nao e301\n\n \n\n \n\n1 ints MG}\n\n \n\n \n \n\n \n\n \n\ntute\n\n \n\n \n\n \n\nrey\n\n \n \n \n \n\n \n\n \n\n4\n\x0c'</li><li>'HINDALCO INDUSTRIES LTD.,\n\n \n\nJ HIRAKUD POWER\nASH WEIGH ERIDGE PRINTING DATE : 09-01-2021\nASH FROM :- 01-Nov-20 To - 30-Nov-20 PAGENUMBER: 1\nSLNO TRENG LDATE” PARTY "ODATE OTIME INDATE INTIME TARE GROSS HET” We OLOAD SLD OpERATOR\n\n \n\n \n\nKAY KAY BRI\n. Ipce,\n11-20-724895 ORQIN4428 24-11-2020 IDC(B) —-M-11-2020 10:10 4-11-2020 09:08 10.65 27.91 «17.26 19.00 000 6 N.PANDA\n11-20-724979 « OROON4428 4-11-2020 IDC(B) «4-11-2030 19:34 24-11-2020 17:25 10.65 27.04 16.39 19.00 «8G 64) ON. PANDA\n11-20-725215 ODISF8190 26-11-2020 IDC(B) 26-11-2020.0748 36-11-2020 O1-01 14.12 33.95 19.83 1998 «= 00 6 ITU\naie 11-20-725261 ODISG7595. 26-11-2028 IDC(B) 26-11-2020 12:05 26-11-2020 10-48 11.39 27.38 ««15.99 1760 000 2 N.PANDA\n11-20-725376 OD15G7595 27-11-2020 IDCCB) 27-11-2020. 04:20 27-11-2020 03:22 11.36 © 30.05 «18.69 1760 «1869 § = ~ITU\n11-20-725445 OROINE428 27-11-2020 IDCCB) 77-11-2020 16:39 27-11-2020 1:55 10.58 27.33 16.75 19.00 «8.00 6 N.PANDA\n11-20-725559 — OD15G7595_ 28-11-2020 JDC(B) 28-11-2020 10:08 28-11-2020 08:39 1148 28.88 1742 1760 600 2 N.PANDA\nLi 31-20-725591 ODISFS190 28-11-2020 DCB) 98-11-2020 1:15 28-11-2020 10:21 14.31 36.77) 2.96 19.96 21.96 2 N. PANDA\n11-20-725866 ODISG7595 29-11-2020 JDC(B) 29-11-2020 23:21 29-11-2020 21:09 11.25 77.60 16.35 1760 900 2 N.PANDA\nPARTY TRIPS- 9 77 26641 160.64 167.31 40.65\nAREATRIPS- 9 266.41 160.64 167.31\n\n \n\n \n\n \n\n \n\x0c'</li><li>' \n\n" G1-20-679262 ODITF4129 26-01-2000 AK.S 26-01-2000 16:18 6-01-2000 1448 1038 2858 «1918 14.88 1818\n\n. 10-19-665660 ODI7F4129 30-10-2019 AK.S 31-10-2019 00:3\n\nHINDALCO INDUSTRIES LTD.,\nHIRAKUD POWER\n\nPRINTING DATE : 21-03-2020\nFROM :- 03-Jul-19 To - 31-Jan-20 PAGENUMBER . 1\n\n \n\n \n\nLDATE PARTY ODATE OTIME INDATE INTIME TARE\n\n \n\nSHREESAI BRK &EL\nAKS\n\nG1-20-676454 «= GDI7F4229 (05-01-2000) AKS 06-01-2020 00:42\n01-20-676764 «= ODI7F4229 08-01-2020 AK.S 08-01-2020 19:18\nG1-20-677590 ODITF4229 15-01-WAKS 15-01-2020 0511 15-91-\nO1-20-677704 = ODITF4129 15-01-2020 ARS 15-01-2020 23:42 15-01-2020 19:22 10.67 27.99 17.32 14.88) 17.33\nGi -20-67784- ODITF4129 16-01-2020 ARS = 17-01-2020 01:00 16-01-2020 23:19 1065 2882 1517 14.88 15.17\nO1-20-678816 ODITF4i29 24-01-2020 ARS = 4-01-2020 02:46 4-01-2020 01:43 10.23 28.56 15.53 14.88 = 1533\n\n \n\n10.89 77.04 16.15 14.88 | 1815\n10.90 36.63) 15.73 14.88 15.73\n\nN. PANDA\nSS.SARANGI\nPANDA\n\n. PANDA\n\n. PANDA\nPANDA 1\n- PANDA\n\n- PANDA\nSS.SARANGI\nWN. PANDA\nSITU\n\nJITU\n\nJiTy\n\n08-01-2020 18:33\n2020 04:34 10.69) 7768 16.97 14.88 16.97\n\n \n\nBABA ze\n\n \n\n5\n2\n6\n6\n6\ne\n8\nO7-19-645824 OD17F4229 04-07-2019 AK.S 04-07-2019 08:15 04-07-2019 07-45 10.30 25.23 1493 14.68 14.93 8\n7-19-646881 ODITF4129 1-07-2019 ARS — 11-07-201902:58 11-07-2019 62:28 10.80 26.15 «1535 1488 1535 8\n07-19-649182 ODITF4129 4-07-2019 AK.S 24-07-2019 18:41 4-07-2019 18:14 10.53 25.36 14.83 14.88 ©6000 5\nO7-19-649510 ODITF4229 26-07-2019 AK.S 26-07-2019 1315 36-07-2019 1212 1032-467 14.35 14.88.00 2\nO7-19-650166 ODIIF4129 31-07-2019 AK.S 31-07-2019 08:09 31-07-2019 07:36 1048 96.85 1641 1488 84) 8\nO7-19-630193 | ODITF4229 31-07-2019 AK.S = 31-07-2019 11:06 31-07-2019 10:39 10.23 480 1457 1488 «600 8\n08-19-651551 ODIFF4129 07-08-2019 AK.S 7-08-2019 13:40 07-08-2019 13:00 10.39 25.99 1560 1488 1560 2 N. PANDA\n08-19-651907 ODITF4229 09-08-2018 AK.S 09-08-2019 16:34 09-08-2019 15:24 10.62, 25.26 146d 1488 860.00 2 SITU\n68-19-654918 QDI7F4129 75-08-2019 AK.S 25-08-2019 1848 25-08-2019 18:27 10.96 M47 1351 1488° O00 5 JITU .\n08-19-655973 ODITF4129 31-08-2019 AK.S 31-08-2019 09:28 31-08-2019 07-51 1082 4.77 1395 1488 000 8 JITU fe\n09-19-659591 ODI7F4129 22-09-2019 AK.S 23-09-2019 12.31 22-09-2019 11:58 1034 25.52 15.18 1488 1518 6 N.PANDA\n09-19-660295 ODIT7F4229 27-09-2019 AK.S 27-09-2019 05:16 27-09-2019 447 11.69 26.25 14.56 14.88 0.00 5 RUPESH\n10-19-661801 ODI7F4229 05-10-2019 AK.S 05-10-2019 19:50 05-19-2019 19:29 1040 2658 1618 1488 1618 6 . PANDA\n10-19-661842 ODI7F4129 06-10-2019 AHS 06-10-2019 07:30 06-10-2019 05:39 1049 2563 1514 488 1514 8 PANDA\n10-19-663006 © GDI7F4129 13-10-2019 AK.S 14-10-2019 00:26 13-10-2019 23:22 10.61 26.36 15.78 1488 1575 § PANDA\n10-19-663007 ODI7F4229 13-10-2019 AK.S 14-10-2019 00:37 13-10-2019 23:25 10.64 2780 1716 4.88 1716 8 - PANDA\n10-19-663413 ODITF4i29 16-10-2019 AK.S 16-10-2019 G4: 4 16-10-2019 03:43 10.64 29.08 1844 14.88 «1844 6 . PANDA\n10-19-663414 ODI7F4229 16-10-2019 ARS — 16-10-2019 04:33 14-10-2019 0346 1053 26.52 15.99 14.88 1599 6 - PANDA\n2 - PANDA\n5 - PANDA\n8 N.PANDA\n2 SS.SARANGI\n§ SS SARANGI\n5 NTU\n\n30-10-2019 22:15 10.55 26.95 15.70 14.88 = 15.70\n11-19-665836 ODI7F4129 61-11-2019 AK.S — O1-11-201904:53 01-11-2019 02:33 1068 34.05 15.37 1498 0.00\n11-19-668335 ODITF4129 15-11-2019 AK.S 15-11-2019 00:51 15-11-2019 00:17 10.84 «5.54 14.70 14.88 0.00\n11-19-668505 ODI7F4229 15-11-2019 ARS 15-11-2019 20:43 15-11-2019 1946 1049 440 13.91 14.98 © 0.00\n11-19-668742 ODITF4229 17-11-2019 AK.S 17-11-2019 0243 17-11-2019 01:37 10.73 6.18 15.45 14.88 15.45\n11-19-668883 ODI7F4229 16-11-2019 AK.S —18-11-201903:21 18-11-2019 02:51 10.60 26.43 15.83 14.98 15.83\n1-19-669818 CDIFF4229 23-11-2019 AHS — 23-11-2019 02:41 23-11-2019 01:53 1066 23.61 12.95 1488 0.00 5\n11-19-670013 ODIFF4229 23-11-2019 AK.S — 93-11-2019.23:45 23-11-2019 22:59 1054 2530 1476 1488 0.00 §\n11-19-670586 = ODI7F4229 27-11-2019 AK.S = 27-11-2019 03: QF11-2019 0245 1036 25.99 15.63 14.88 15.63 8\n14-19-670698 ODI7F4229 27-11-2019 AK.S 27-11-2019 16:35 77-11-2019 15:50 1018 98 1480 1498 000 6\n11-19-670702 ODITF4129 27-11-2019 AK.S 27-11-2019 1647 77-11-2019 16:19 1050 34.75 14.25 1488 «0000 8 SITU\n12-19-671669 ODI7E4129 03-12-2019 AK.S 03-12-2019 .01:25 03-12-2019 00:47 10.60 2513 1453 1488 000 6 N. PANDA\n13-19-671860 ODI7F4229 04-12-2019 AK\'S 04-12-2019 04:08 4-12-2019 03:26 10.64 26.09 1545 14.88 15. 45 6 ITU\n§\n&\n9\na}\n2\n3\n\n \n\nAAmABAAAAt we\n\n33.SARANGI\nSS.SARANGI\nWN. PANDA\nJitu\n\n \n \n\n \n\n12-19-672043 ODI7F4229 05-12-2019 AK.S 05-12-2019 03:49 05-12-2619 02:50 10.56 28.65 18.09 1488 18.99 JITU =\n12-19-672854 ODIFF4129 10-12-2019 AK.S — 10-12-2019 03:38 10-12-2019 01:37 10.27 26.32 1605 1488 16.05 N. BANDA\n12-19-672858 ODI7F4229 10-12-2019 AK.S 10-12-2019 03:1] 10-12-2019 01:59 10.71 98.32 17.61 14.88 1761 N. PANDA\n12-19-673533 ODI7F4229 15-12-2019 AK.S 15-12-2019 04:31 15-12-2019 02:46 10.22 27.05 16.83 14.88 16.83 N. PANDA\n\n. 12-19-675418 ODIFF42I9 28-12-2019 AK.S 28-12-2019 21:24 28-19-2019 20:35 10.54 2717 16.63 14.88 (16.63 SS.SARANGI\n12-19-675733 ODIVF4129 31-12-2019 AKS 31-12-2019 12:30 31-19-2019 10:09 10.62 26.56 1594 14.88 15.94 SITU\nPARTY TRIBS - 44 405.49 1149.36 683.87 654.50 470.19\nAREATRIPS- 44 465.49 1149.36 683.87, 654-50 470.19\n\x0c'</li></ul> |
208
+ | 0 | <ul><li>', TAX INVOICE\n\n8looin Combustion India Pvt Ltd\nv-44\' Near Quality Circie\nA160 C Bhoecurt\n\nPraerr 17 F026\nSITUINOUIN 2 AADCBI ibe les\nate Name Moharashla, Gode 27\n\nCIM US89U-:Mm2007PTC172730\n\nvoniacl 920-60 1242 10, 9850754646\n\nE-Maut OPatekar@bloomeng com\n\nCons.nce (Ship to)\n\nHindatco Industries Limited (Odisha)\nHirakuo Smetter, Hlrakud - 768016, Sambalpur\nOdisha\nGSTIN/UIN\nPANIIT Ne\nStale Name\ntis eo (Lallaoe\nHindalco tndustrtes Limited (Odisha)\n\nHirakud Smelter Hirakud - 768016, Samboilpur\nOdssha\n\n21A4AACH1201R1ZZ7\nAAACH1201R\nOdisha, Code 21\n\nGSTIAN‘UIN 21AAACH1201R1Z2Z\nPAN TI No AAATCH1201R\n\nSte Name Odisha Code .\'1\nyee Al sappy Odisha\n\n \n\nDesrnotion of\n‘s Goods and Senices\n\n3h\n\n- Bumer Spares (Mtr)\n\n2On Poe OS Wire igncian Qia-1 Smm2\n2 Surner Spares\n\n47 4762R0005, Gas Cycle Valve\n= Bummer Spares\n\not 122050118 Pressure Connector 1°\n\nPACKING & FORWARDING\n(GST Output @ 18%\n\nTotal\nTerms & Cenditons\n\nAmcunt Chargeable in words}\n\nINR Three Lakh Fifty Thousand Two Hundred Fifty Three\nand Sixty Two passe Only\n\n‘ops, SPAN AADCB1916E\nsti 9\nNe der urs that tenon ice snes he at tua price of ine\n\nJods ueser bed end tna! da" garticu ars are ‘vue ard coi-eci\n\n22\\0292V2\n\n(DUPLICATE FOR TRANSPORTER)\n\n\'nvoice NO\n22-23/2595/M123\nDeltvery Note\n\nReference No & Date\nABW ATA tor\n\nfh\n\nDated\n\n31-Oct-22\nMode/Terms of Payment\n15 DAYS\n\nOther References\n\nBuyer\'s Order No Dated\n13602313947 die. 17 082022, 1-Oct-22\nDispatch Doc No : Delvary Notes Date\nDispatched through Destination\nVessal/Flight No Place of receipt by shipper\nCity/Port of Laadmng City/Port of Discharge\nTerms of Delvery\n15 NOV 2022\nHSNY/SAC Quant ty Rate per Amount\n64769000 100.00 MT B3250 MT 83,250.00\n84169000 10NOS 13,96750 NOS 1,39,675.09\n84169000 2NOS 24,040.00 NOS 63,080.00\n2.91 005 00\n938549 2 % 5,820.10\n18 % 53,428 52\n3,50,253.62\nE&OE\n\nConipany s Bank Deta\'\'s\n\nBan Name\n\nAic No\n\nBranch & \\FS Code\nfor\n\nThus is a Computer Generateu Invaic2\n\n4010 ICICi Bank CA AIC No 215205003976\n215205003076\nBhosari & ICICO0021\n\n \n\nBloom\n\n \n\x0c'</li><li>"b'Invoice\\n\\nNASFUND LTD Invoice date\\nP. O Box 5791 2023-07-14\\nBoroko\\n\\nDue date\\n\\nNational Capital District\\n\\nPapua New Guinea 2028-07-14\\n\\n \\n\\npropertypng....\\n\\nProperty PNG Limited 01062023 (2023-06-08) (2023-06-13) (2023-06-21)\\n\\nP.O. Box 1067\\nBOROKO, NCD\\n\\nPapua New Guinea Cee\\n\\nou\\n\\n \\n\\n \\n\\n \\n\\n \\n\\n \\n\\nInvoice number COGExernpt BY. ey (\\nAttention: Mr. Fiona Saascee COI 1-72109 TIN 501080230 Cae : | , ] ~~\\nNelson ab 0+ {123\\nQuote number\\n2023016\\nValuation - NASFUND Ltd properties\\nQty Unit price Total\\n1 10,000.00 10,000.00\\n1 10,000.00 10,000.00\\n1 10,000.00 10,000.00\\nCe\\nTotal 30,000.00\\n\\nHow to Pay:\\n\\nDirect Deposit;\\n\\nBank: Westpac Bank PNG Limited - Boroko Branch\\nBSB Number: 038006\\n\\nAccount Name: Property PNG Limited\\n\\nAccount Number: 600 361 6070\\n\\n \\n\\n \\n\\n \\n\\x0c'"</li><li>'GST Tax Invoice\n\ni. R. Technology Services Pvt. Ltd. Invoice Numbe: ORIGINAL FOR RECIPIE!\nEBSITE: www.irtech.in E Mail: service_cal@irtech. Date of Invoice : 16/05/2018 Your Ref. No. : P/PO/SRV/1819/0029 DT.\[email protected] PHONE: (033) 40361800 FAX: Due Date : 16/05/2018 12.04.2018\n91-33-40361888 ECOSPACE Business Park,Block-48, 9th Payment Terms: As Per Work Order\nFloor,Unit - ESNT 4B 0903, New Town, Rajarhat, Kolkata\n1700156\n\n \n\n \n\n \n\n \n\n[State - WEST BENGAL, State Code - 19\niSTIN Number of Supplier - 19AAACI1256K1ZI\nIPAN No. - AAACI1256K CIN No. -\n\n1U74220MH1977PTCO19758\nDetails of Receiver (Billed to) - KC235 - Hindalco Industries Limited. Hirakud Details of Consignee (Shipped to) - KC235 = Hindalco Industries Limited. Hirakud\nHirakud Power, Hirakud Hirakud Power,, Hirakud,\nDist-Sambalpur - 768016 Dist-Sambalpur - 768016\nState - ODISHA, State Code - 21 State - ODISHA, State Code - 21\n\nPlace of Supply - ODISHA\n|GSTIN - 21AAACH1201R1ZZ\nContact Id - Mr. NC Sahu\nTel -,\n\nDepartment -\n\nTotal Discount Sy\nfereepeeete mS " an\n\n1 [100% AMC CHARGES FOR YOUR 03 NOS. LECO INSTRUMENTS 998719 208,447.50 208,477: ie 37,525.95)\nIMODELAC-500, AC-350 AND TGA-701. AMC PERIOD FROM 01.04.18 TO\n31.03.2018. BILLING PERIOD FROM 01.04.2018 TO 31.03.2019 FOR ONE\n\n[208,447.50] 447: sol |___ 208,477.59 477:\n\nInvoice Total(in Words) : Rupees Two Lakhs Forty Six Thousand Three And Forty a Paisa Only = = Fig |__*af 246,003.45\nAdvance Paid (In Words) : Rupees Zero Only ‘Advance Paid (In Fig) Ce\n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\njet Amount Due (In Words) : Rupees Two Lakhs Forty Six Thousand Three And Forty Five Paisa Only ‘Net Amount Due (In Fie] «INR 246,003.44\nRemarks : 100% ADVANCE PAYMENT Based On Sales Orders340017. Sy\nDeclaration : A\n‘lectronics Reference Number Signature : noo + ho\nRN Date IName of Signatory : oo Gh Cow\n\nPage 1 of1\n\x0c'</li></ul> |
209
+ | 1 | <ul><li>"GSTIN: 21AAACH1201R1ZZ\nHINDALCO INDUSTRIES LIMITED ou\n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\n- HIRAKUD POWER, HIRAKUD-768 016,DIST.:SAMBALPUR (ODISHA) GST Rangeltivision: Sambalpur\n= PHONE: 0663-2481965, FAX: 0663-2481342 GST Commissionerate -Cuttack\n~~ PURCHASE ORDER\n‘Vendor Code: S065 P.O/No: =P/PO/SRV/1819/0759 pee Zeon\nMis SK. MANSUR ALI ee\n‘Order Type: PURCHASE ORDER:\nNEAR GURUDWARA PADA Effective From 01/01/2019 To 31/12/2019\nHIRAKUD Price Basis :\n‘Transportation arrangement :\n‘SAMBALPUR, ORISSA, IN 768016 lee ens oar\nEmail: sk.mansur.ai@[email protected] Gamer :\nFax: () Currency 2 INR\nContact: MANSOOR ALi () 9776531785 Hindalco Contact Person : AMARESH MISHRA,\n+ GSTIN:21ALGPASG7SE1ZJ —State:21 - Odisha Email of Contact Person: [email protected]\n(Order Unit of Value\n‘Quantity Measurement (Rs)\n330.000 MDY 1098170.70\n98835.36\n98835.96\na qaese4t.42\nYramentTem: iSDesGem 8 : GRAND TOTAL: 1295841.42\nBiling Address: Hindalco Industries Ltd, Hirakud Power Hiekus - 76804 coats mercer Rene\n{Hard copy of bills to be forwarded at shipping address]\nShipping address : Hindalco Industries Ltd, Hirakud Power, Hirakud ~ *T65016, Sombalpur (ODISHA)\n_ Noles:\n4. THE ABOVE PRICE IS BASED ON ATTACHED LTS CALCULATION.\n2. AS PER LTS, WAGES WILL BE PAID FOR NATIONAL HOLIDAYS & FESTIVAL INCASE A LABOUR IS REQUIRED TO PERFORM\nHIS HOB ON A HOLIDAY MENTIONED ‘AS PER LAW THE CALCULATION FOR THAT DAY WILL BE APPLICABLE OVER AND ABOVE THE WAGES\n\nHE IS BEING PAID (BASIC+ DA X 2+ 1 HRA+ 1 DUST ALLOWANCE + 1 CANTEEN ALLOWANCE). CONTRACTOR PROFIT WILL BE @9.5% & FIX MARGIN.\n3, SHIFT ALLOWANCE WILL BE PAID EXTRA AS PER LTS.\n\n4. PRO-RATA DEDUCTION WILL BE MADE FOR ABSENTISM AND DETERIORATION IN QUALITY OF SERVICE AS DECIDED BY THE AUTHORITY.\n\n5. PAYMENT ON MONTHLY BASIS WILL BE RELEASED WITHIN 15 DAYS OF SUBMISSION OF INVOICE.\n\n6. 10% OF TOTAL BILL VALUE WILL BE RETAINED BY THE COMPANY EVERY MONTH AND WiLL BE RELEASED ANNUALLY ONLY AFTER PAYING\nBONUS & OTHER DUES TO THE LABOURERS ENGAGED BY YOU.\n\n7. IT 1S MANDATORY TO PUT GST NUMBER IN THE INVOICE.\n\nOTHER TERMS :-\n1. JOB SHALL BE EXECUTED AS PER THE SCHEDULE ISSUED BY THE DEPARTMENT ( TO BE COLLECTED IN ADVANCE).\n2. YOU / CONTRACTOR'S SUPERVISOR SHALL MEET THE DEPARTMENTAL SUPERVISOR AT REGULAR INTERVAL DECIDED BY THE DEPARTMENT TO\n\nCONFIRM CHANGE IN SCHEDULE, IF ANY.\n\n3. YOU SHALL SUBMIT THE DAILY REPORT AFTER COMPLETION OF JOS IN THE PRESCRIBED FORMAT AS DIRECTED BY THE DEPARTMENT.\n\n4, NO EXTRA CLAIM TO BE MADE FOR CHANGE IN SCHEDULE FOR SIMILAR TYPE OF JOB.\n\n§. REFUSAL OF ANY JOB SIMILAR TO THE JOB ENLISTED IN THE ORDER OR FAILURE TO EXECUTE THE JOB AS PER SCHEDULE WILL BE LIAGLE FOR\n\nAND SHALL KEEP THE SUPPORTING DOCUMENT WHICH WILL BE VERIFIED BY HR FROM TIME TO TIME.\n\n8. CLEANING OF AREAS WITHOUT CONSUMABLE MATERIAL WILL BE TREATED AS NO CLEANING AND AMOUNT RELATED TO THAT JOB WILL BE\n* DEDUCTED FOR THAT PARTICULAR OCCASION.\n\n9. MANPOWER SHOULD BE DEPLOYED AS PER REQUIREMENT OF THE MANAGEMENT.\n\n~ NOTE:\n4.NH & PH WILL BE APPICABLE AS PER THE LTS LAW AND PF,ESIC.BONUS, CONTRACTOR PROFIT (9.5%) WILL ATTRACT.\n\nRegd. Office:\nHINDALCO INDUSTRIES LIMITED Page 1 of 2\nAhura Centre, 1st Floor, ' Wing, Mahskali Caves Road Andhori(East), Mumbai 400033, In India,\nTel No: 91 22 6691 7000, Email: [email protected], Website: www.adityabiria.com\n\nIdentity No: L27020MH1958PLC011238\n\n4\\ o\n\x0c"</li><li>')\n\nHINDALCO INDUSTRIES LIMITED\n\nHIRAKUD POWER, HIRAKUD-768 016,DIST :SAMBALPUR (ODISHA)\n|) PHONE: 0663-2481365, FAX: 0663-2481342\n\nPURCHASE ORDER\n\n \n\nGSTIN: 21AAACH1201R1ZZ,\nState Code: 21 - Odisha\n\nGST Rangeldivision:\nSambalpur\nGST Commissionerate -Cuttack\n\nVendor Code: us42 PO/No: PIPO/SRVI2122/0846 Date: 12-JAN-2022\n\nMs UNITED ECO CARE CONSULTANCY PVT LTD. Revise No:\n\nDate’\n\nOrder Type: PURCHASE ORDER\n\nFLAT NO - 006, PRASANTI APARTMENT.\nDEULSAHI, TULSIPUR\n\n \n\n \n\nEffective From 12/01/2022 To 31/12/2022\n\n \n\n \n\nPrice Basis\n“curTack, 7 Transportation arrangement\nSUTVADEL COREA e008 Ship to Location HIRAKUD - POWER\nEmail: [email protected] Carer é\nFax: (09397712700 Currency INR\nContact: Manikial Ghosh () 09337312700 Hindalco Contact Person: AMARESH MISHRA,\nGSTIN:21AAACU9687L1ZS —State:21 - Odisha Email of Contact Person: [email protected]\nOrder Unit of Rate/Unit Value\nSl, Stock No. & Description Quantity Measurement Rs.) (Rs)\n8 811418040116 HSNISAC: 5,000 NOS. 500.00 2500.00\nPROVIDE: THIRD PARTY INSPECTION; TYPE: FACILITY; METHOD: LOAD TEST, CCST Tax@o% 225.00\nSCOPE: INSPECTION AND TESTING OF OF CHAIN BLOCK ABOVE 3T AND UPTO. . et\n8T, TOOLS PROVIDED BY: HIL, MATERIAL PROVIDE BY: HiL, LOCATION: SGST Tax@o% 22\nHIRAKUD.\nCC Code Quantity trem Total: 2950.00\n5,000 Need By: 31-DEC-2022\n9 811418040117 HSNISAc: 25.000 NOS 304.00 7600.00\nPROVIDE: THIRD PARTY INSPECTION; TYPE: FACILITY; METHOD: LOAD TEST, COST Tax@o% 684.00\n‘SCOPE: LOAD TEST OF CHAIN BLOCK UPTO 3T, TOOLS PROVIDED BY: Hil, tt sand\nMATERIAL PROVIDE BY: HIL, LOCATION: HIRAKUD SGST Tax@o%\nCC Code Quantity\n25.000 Need By 31-DEC-2022 Hem Totat SO88:00\nPayment Terms: 30 Days Credit GRAND TOTAL: 62994.30\n\nBilling Address: Hindalco Industries Ltd, Hirakud Power, Hirakud - 768016, Sambalpur (ODISHA)\n(Hard copy of bills to be forwarded at shipping addi\n\n)\n) Shipping address : Hindalco Industries Ltd, Hirakud Power, Hirakud - 768016, Sambalpur (ODISHA)\n\nNotes:\n\n“You wil be raising valid Tax invoice as per GST Laws for the supply covered by the instant\nPO and comply with all the GST rules and regulations as notified and/or to be notified in future\nincluding fing of retum , payment of taxes etc. Failure to comply with any of the provisions of\nGST Laws will lead fo cancellation of this order and / or subject to any other action as\nmanagement will deem fit."\n\nRegd. Office:\n\nHINDALCO INDUSTRIES LIMITED\nAhura Centre, 1st Floor, 8 Wing, Mahakali Caves Road Andheri(East), Mumbai 400093, india,\nTel No: 91 22 6691 7000, Email: [email protected], Website: www-adityabirla.com\nCorporate Identity No: L27020MH158PLC011238\n\nCHANDRA MAKTHALA,\nPlant Materials Head\nHindalco Industries Limited\n\nHirakud\n\nPage 3 of 15\n\x0c'</li><li>' \n\n \n\nGSTIN: 21AAACH1201R1ZZ\nDUSTRIES LIMITED\nHINDALCO IN eee .\nHIRAKUD POWER, HIRAKUD-768 016.DIST.SAMBALPUR (ODISHA) GST Rangeldivision: Sambelpur\nPHONE: 0663-2481365, FAX: 0663-2481342 GST Commissionerate -Cuttack\nPURCHASE ORDER\n‘AMENOMENT Z\nVendor Code: J123 P.O/No: P/PO/SRV/1920/1161 Date: 27-MAR-2020\nMis JAIDURGA CONSTRUCTION Rete ee Dater04-MAY-2020\n‘Order Type: PURCHASE ORDER\nBUDHAKATA, Effective From 01/03/2020 To 31/03/2021\nGADMUNDA Price Basis\nHIRAKUD i a ;\nMB, ISSA, 768011 ransportation arrangement\nSEA PUR OR SSN NOR roomie Ship to Location HIRAKUD - POWER\nEmail: [email protected] Carrier\nFax:() Currency 2 INR\nContact: DILIP PRADHAN () 9438452293 Hindalco Contact Person: SIDDHARTH KUNDA,\nGSTIN: 21AACFJ4294P122 —_State:21- Odisha Email of Contact Person: [email protected]\nRef: ASH TRANSPORTATION TO VARIOUS BRICKS MANUFACTURING PLANT\nOrder Unit of Rate/Unit Value\nSl Stock No. & Descfiption ‘Quantity Measurement (Rs) (Rs)\n1 sera’ HSNISAC: 3600.00 MT 126.00" 4536000.00\nASH TRANSPORTATION TO VARIOUS BRICKS MANUFACTURING PLANT CCST [email protected]% 113400.\nDISTANCE TO & FRO 26KM TO 40KM Set Tego ve\nCO case Ss Gaaey SGST [email protected]% 113400.00\n36000.000 Need By: 31-MAR-2021 RCM CGST Tax@25% — -113400.00\n‘Supplier tom. DR RS.67 164. TR 27.03.20 RCM SGST [email protected]% ~113400.00\ner tem Total: —_-4536000.00\n2 _Sc1750_ HSN/SAC: 200.000 MT _7200_¥~ 144000.00\nASH TRANSPORTATION TO VARIOUS BRICKS MANUFACTURING PLANT 1 ~ 3600.\nDISTANCE TO & FRO 11KM TO 15KM cease on\n= ees SGST [email protected]% 3600.00\n200,000 ‘Need By: 31-MAR-2021 RCM CGST [email protected]% -3600.00\nSupplier tem. D.R.RS.67.16/ TR 27 03 20 RCM SGST [email protected]% -3600.00\ntem Tota: 144000.00\n3 sciTsa HSNISAC: 2000.00 MT 96.00 192000.00\nCC Code Quantity SGST [email protected]% 4800.00\n200.000 Need By: 31-MAR-2021 | RCM CGST [email protected]% 4800.00\n‘Supplier tem: D.R RS.67.AG/LTR 27.03.20 RCM SGST [email protected]% ~4800.00\noo lem Totat: |” 192000.00\n4 sci74s < HSNISAC: 10000.000 MT 56.00 “ —560000.00\nTRANSPORTATION TO VARIOUS BRICKS MANUFACTURING PLANT ae\nDISTANCE TO & FRO 6KM TO 10KM CT ISEESS pictase\ncG.0ode ae Caatiy SGST [email protected]% 4000.00\n10000.000 Need By: 31-MAR-2021 RCM CGST [email protected]% -14000.00\nSupplier tem: O.R. RS 67 18/.TR 27.03.20 ROM SGST [email protected]% -14000.00\n‘tem Tota: $6000.00\n5 _scizg eal HSNISAC: 1500.000 MT 100.00 ~~ 150000.00\nASH TRANSPORTATION TO VARIOUS BRICKS MANUFACTURING PLANT <G25%\nDISTANCE TO & FRO 26KM TO 30KM CeStrmee Same\nCC Code ———"" Quantity SGST [email protected]% 3750.00\n+500 000 Need By: 31-MAR-2021 ROM CGST [email protected]% “3750.00\n‘Supplier Hem D.R.RS 87 16/1 TR 27.03.20 RCM SGST [email protected]% 3750.00\ntem Total: +150000.00\nRegd. Office:\nHINDALCO INDUSTRIES LIMITED\nAhura Centre. 1st Floor, B Wing, Mehakali Caves Road Andhon(East), Mumbai 400083, india, Page 10813\n\nTel No: 91 22 6691 7000. Email: [email protected], Website: werw.adityabiria com\nCorporate identity No: L27020MH1958PLC011238\n\n \n\x0c'</li></ul> |
210
+ | 2 | <ul><li>"b'\\xe2\\x80\\x9cnasfund &&\\n\\nMemorandum\\nTo: Accounts Payables Office\\nDate: 15 February 2024\\nFrom: Niasul. K. Lillie\\nRe: Binding Clear Cover & Hard Cover for HQ\\n\\n \\n\\n \\n\\n \\n\\n \\n\\n \\n\\nPAYEE Theodist Ltd\\n\\nPURPOSE Supply Binding Clear Cover & Hard Cover for NSF HQ (NIL STOCK on Clear\\nCover)\\n\\nAMOUNT K1,290.01\\n\\nMethod of Purchase Order\\n\\nPayment\\n\\n \\n\\n \\n\\n \\n\\n \\n\\n| refer above request for approval of this Urgent Request.\\n\\n \\n\\nRequested by: Ak fu\\n\\nNiasul. Kisokau- Lillie\\n(AP) Finance\\n\\nDate: 15 /_02__/_2024__\\n\\nApproved pa.\\n\\nDebbie Oli\\nChief Finance Officer\\n\\nDate: 15 / 0A) ay\\n\\nP +675 3131998 F +675 3201625\\n\\nBSP Haus, Level 3, Harbour City\\nPO Box 5791, Port Moresby, NCD\\n\\nnasfund.com.pg\\n\\n \\n\\n \\n\\x0c"</li><li>"b'nasfund*_\\n\\n12 May 2023\\n\\nFlora Kwapena\\n\\nDirector/Registered Valuer #123 (PNG)\\nProperty PNG Limited\\n\\nP.O Box 1067, Boroko\\n\\nNCD\\n\\nPapua New Guinea\\n\\nBy Email: [email protected]\\n\\nDear Florence,\\nRE: ENGAGEMENT TO PROVIDE INDEPENDENT VALUATION SERVICES\\n\\nWe refer to your bid proposal dated 10 March 2023 and are pleased to confirm the\\nengagement of your firm to undertake an independent valuation for the properties as\\n\\n \\n\\n \\n\\nfollows:\\nProperty Property Description Quoted Price\\nCredit House 1x 7-levels high-end | PGK10,000.00\\n\\ncommercial property\\nsituated on Allotment 2, 3 &\\n8, Section 45 \\xe2\\x80\\x94 Granville.\\n\\n \\n\\nEra Dorina Apartments 5x high-end residential | PGK10,000.00\\napartment blocks situated\\non Allotments 27, 28 & 29,\\nSection 34 \\xe2\\x80\\x94 Granville.\\n\\n \\n\\nEra Matana Apartments 2x high-end _ residential | PGK10,000.00\\napartment blocks situated\\non Allotment 22, Section 33\\n\\xe2\\x80\\x94 Granville.\\n\\nTotal excl. GST\\n\\n \\n\\nPGK30,000.00 _\\n\\n \\n\\n \\n\\n \\n\\n \\n\\nWe confirm the program for this valuation exercise to be as follows:\\n\\ne Property PNG Ltd to confirm information requirements by 16 May 2023;\\n\\n \\n \\n\\nNational Superannuation Fund Limited\\nP1588 E [email protected]\\n\\nBSP Haus, Level 3-4, Harbour City\\nPO Box 5791, Boroko, NCD\\n\\nnasfund.com.pg\\n\\x0c'"</li><li>"b'Spencer Kaba\\n<< SSS SSS SSeS\\n\\nFrom: Maria Kauvu <[email protected]>\\nSent: 19 February 2024 10:34\\n\\nTo: Spencer Kaba\\n\\n\\xe2\\x80\\x98Gc: [email protected]\\n\\nSubject: RE: Quote request\\n\\nAttachments: IMG_20240219_095133.jpg\\n\\nHi Spencer,\\n\\nAcknowledged receipt of your quote request. Please see hi-lighted:\\n\\ne 11 Pauls Milk\\xe2\\x80\\x944 cartons Nil stock we have Meadow fresh\\n\\ne 100g Nestle Niugini Blend Coffee \\xe2\\x80\\x94 1 carton Nil stock we have Bon Aroma Roasted beans\\ne\\xc2\\xa2 600m! Nature\\xe2\\x80\\x99s Own Water \\xe2\\x80\\x94 4 cartons Nil stock we have Wave water\\n\\ne 250ml Air Fresheners \\xe2\\x80\\x94 10 pieces (2 different fragrance) Nil stock\\n\\ne 750g Saxas Table Salt \\xe2\\x80\\x94 2 pieces Nil stock we have Super as per picture\\n\\nThank you and await your swift response.\\nKind regards,\\n\\nMaria Kauvu Nock\\n\\nCash & Carry Sales Supervisor\\n\\nMobile: +675 7076 1246 | 755 86224\\n\\nOffice: +675 321 3733 | Ex: 816\\n\\nSection 6 Lot 22 Matirogo Street Koki Hubert Murray Highway NCD\\n\\nFrom: Spencer Kaba [[email protected]]\\n\\nSent: Monday, February 19, 2024 8:19 AM\\n\\nTo: Ruth Viae <[email protected]>; [email protected]\\n\\nCc: Niasul Kisokau <[email protected]>; Maureen Ababa <[email protected]>\\nSubject: Quote request\\n\\nHi Ruth/Maria\\n\\nPlease quote us the following and kindly include the delivery charge on the quote. Please note that we have already paid o\\ninvoice.\\n\\ne iL Pauls Milk \\xe2\\x80\\x944 cartons\\n\\ne 100g Nestle Niugini Blend Coffee \\xe2\\x80\\x94 1 carton\\n\\ne 1KG Ramu Sugar \\xe2\\x80\\x94 4 bales (40 pieces)\\n\\ne 100g Carnation Coffeemate \\xe2\\x80\\x94 1 carton\\n\\ne 200g Nestle Milo \\xe2\\x80\\x94 10 pieces\\n\\ne 100g Nestle Sunshine Milk powder \\xe2\\x80\\x94 1 carton\\ne 200g National No. 1 tea bag \\xe2\\x80\\x94 1 carton\\n\\ne 600m! Nature\\xe2\\x80\\x99s Own Water \\xe2\\x80\\x94 4 cartons\\n\\ne 200g Axion paste (Kalamansi/Lime) \\xe2\\x80\\x94 1 carton\\ne 250ml! Axion liquid (Lemon) \\xe2\\x80\\x94 1 carton\\n\\ne Kitchen sponge \\xe2\\x80\\x94 10 pieces\\n\\x0c"</li></ul> |
211
+
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+ ## Evaluation
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+
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+ ### Metrics
215
+ | Label | Accuracy |
216
+ |:--------|:---------|
217
+ | **all** | 1.0 |
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+
219
+ ## Uses
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+
221
+ ### Direct Use for Inference
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+
223
+ First install the SetFit library:
224
+
225
+ ```bash
226
+ pip install setfit
227
+ ```
228
+
229
+ Then you can load this model and run inference.
230
+
231
+ ```python
232
+ from setfit import SetFitModel
233
+
234
+ # Download from the 🤗 Hub
235
+ model = SetFitModel.from_pretrained("Gopal2002/NASFUND_MODEL_V1")
236
+ # Run inference
237
+ preds = model("| Sth. Mansur i ves cere
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+
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+ 09861521380
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+ At- Hirakud, Dist- Sambalpur, Odisha-768016
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+ {ORIGINAL FOR RECEIPIENT)
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+
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+ TAX INVOICE
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+ ISSUED UNDER RULE 46 OF CGST / OGST RULES, 2017) _
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+
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+ wvorceno: SX 0-219 /19
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+
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+
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+
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+
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+
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+
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+ DETAILS OF RECEIPIENTS (BILLED TO)
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+ HINDALCO INDUSTRIES LIMITED
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+ HIRAKUD POWER
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+ AT/PO- HIRAKUD,
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+ DIST- SAMBALPUR-768016, ODISHA
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+
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+
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+
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+
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+
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+ INVOICEDATE: | ¥~ G'
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+
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+ PO NO. : ejeo| seupres] oF € J
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+
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+
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+
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+
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+
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+
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+
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+
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+ GSTIN : 21AAACH1201R17Z
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+ PAN No. : AAACH1201R
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+ DETAILS OF CONSIGNEE (SHIPPED TO)
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+ HINDALCO INDUSTRIES LIMITED
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+
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+
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+
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+ PODATE: 9Q~-'-'%
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+
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+ DATE OF ISSUE :
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+
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+
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+ PERIOD OF SERVICE: 14-$°\"% fo 16-64-19
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+
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+
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+ af uh Dea VC cy )* OR gre
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+ b)L Om egy cd.
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+
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+
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+
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+ SG0004
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+ Se eS
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+ Sea wee. of a Ck.fwd pote. ce. ovev
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+ | x
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+ aged of Rok. Ae gers € eAv cdl
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+
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+ Total Invoice value (In Figures)
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+ Total Invoice value (in words) —
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+
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+
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+
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+
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+ “T wralisa $2.93 §acKs a f : “4 of Fy as nS a @& @er\. | wai
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+
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+
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+
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+ CERTIFIED THAT THE PARTICULARS GIVEN ABOVE ARE TRUE AND CORRECT AND THE AMOUNT INDICATED REPRESENTS THE PRICE ACTUALLY
359
+ CHARGED BY US AND IS NO FLOW OS ADDITIAL CONDITION DIRECTLY OR INDIRECTLY FROM THE BUYER.
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+
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+ Our GSTIN : 21ALGPA5675EIZI
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+
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+
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+
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+ Our PAN: ALGPAS675E
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+ ")
374
+ ```
375
+
376
+ <!--
377
+ ### Downstream Use
378
+
379
+ *List how someone could finetune this model on their own dataset.*
380
+ -->
381
+
382
+ <!--
383
+ ### Out-of-Scope Use
384
+
385
+ *List how the model may foreseeably be misused and address what users ought not to do with the model.*
386
+ -->
387
+
388
+ <!--
389
+ ## Bias, Risks and Limitations
390
+
391
+ *What are the known or foreseeable issues stemming from this model? You could also flag here known failure cases or weaknesses of the model.*
392
+ -->
393
+
394
+ <!--
395
+ ### Recommendations
396
+
397
+ *What are recommendations with respect to the foreseeable issues? For example, filtering explicit content.*
398
+ -->
399
+
400
+ ## Training Details
401
+
402
+ ### Training Set Metrics
403
+ | Training set | Min | Median | Max |
404
+ |:-------------|:----|:---------|:----|
405
+ | Word count | 2 | 274.2711 | 699 |
406
+
407
+ | Label | Training Sample Count |
408
+ |:------|:----------------------|
409
+ | 0 | 53 |
410
+ | 1 | 53 |
411
+ | 2 | 5 |
412
+ | 3 | 55 |
413
+
414
+ ### Training Hyperparameters
415
+ - batch_size: (32, 32)
416
+ - num_epochs: (2, 2)
417
+ - max_steps: -1
418
+ - sampling_strategy: oversampling
419
+ - body_learning_rate: (2e-05, 1e-05)
420
+ - head_learning_rate: 0.01
421
+ - loss: CosineSimilarityLoss
422
+ - distance_metric: cosine_distance
423
+ - margin: 0.25
424
+ - end_to_end: False
425
+ - use_amp: False
426
+ - warmup_proportion: 0.1
427
+ - seed: 42
428
+ - eval_max_steps: -1
429
+ - load_best_model_at_end: False
430
+
431
+ ### Training Results
432
+ | Epoch | Step | Training Loss | Validation Loss |
433
+ |:------:|:----:|:-------------:|:---------------:|
434
+ | 0.0017 | 1 | 0.2889 | - |
435
+ | 0.0846 | 50 | 0.2092 | - |
436
+ | 0.1692 | 100 | 0.0499 | - |
437
+ | 0.2538 | 150 | 0.0143 | - |
438
+ | 0.3384 | 200 | 0.0113 | - |
439
+ | 0.4230 | 250 | 0.0023 | - |
440
+ | 0.5076 | 300 | 0.0027 | - |
441
+ | 0.5922 | 350 | 0.0025 | - |
442
+ | 0.6768 | 400 | 0.0012 | - |
443
+ | 0.7614 | 450 | 0.0012 | - |
444
+ | 0.8460 | 500 | 0.001 | - |
445
+ | 0.9306 | 550 | 0.0014 | - |
446
+ | 1.0152 | 600 | 0.0011 | - |
447
+ | 1.0998 | 650 | 0.0013 | - |
448
+ | 1.1844 | 700 | 0.0012 | - |
449
+ | 1.2690 | 750 | 0.0008 | - |
450
+ | 1.3536 | 800 | 0.0008 | - |
451
+ | 1.4382 | 850 | 0.0008 | - |
452
+ | 1.5228 | 900 | 0.0008 | - |
453
+ | 1.6074 | 950 | 0.0008 | - |
454
+ | 1.6920 | 1000 | 0.0007 | - |
455
+ | 1.7766 | 1050 | 0.0007 | - |
456
+ | 1.8613 | 1100 | 0.0008 | - |
457
+ | 1.9459 | 1150 | 0.0007 | - |
458
+
459
+ ### Framework Versions
460
+ - Python: 3.10.12
461
+ - SetFit: 1.0.3
462
+ - Sentence Transformers: 2.7.0
463
+ - Transformers: 4.40.1
464
+ - PyTorch: 2.2.1+cu121
465
+ - Datasets: 2.19.0
466
+ - Tokenizers: 0.19.1
467
+
468
+ ## Citation
469
+
470
+ ### BibTeX
471
+ ```bibtex
472
+ @article{https://doi.org/10.48550/arxiv.2209.11055,
473
+ doi = {10.48550/ARXIV.2209.11055},
474
+ url = {https://arxiv.org/abs/2209.11055},
475
+ author = {Tunstall, Lewis and Reimers, Nils and Jo, Unso Eun Seo and Bates, Luke and Korat, Daniel and Wasserblat, Moshe and Pereg, Oren},
476
+ keywords = {Computation and Language (cs.CL), FOS: Computer and information sciences, FOS: Computer and information sciences},
477
+ title = {Efficient Few-Shot Learning Without Prompts},
478
+ publisher = {arXiv},
479
+ year = {2022},
480
+ copyright = {Creative Commons Attribution 4.0 International}
481
+ }
482
+ ```
483
+
484
+ <!--
485
+ ## Glossary
486
+
487
+ *Clearly define terms in order to be accessible across audiences.*
488
+ -->
489
+
490
+ <!--
491
+ ## Model Card Authors
492
+
493
+ *Lists the people who create the model card, providing recognition and accountability for the detailed work that goes into its construction.*
494
+ -->
495
+
496
+ <!--
497
+ ## Model Card Contact
498
+
499
+ *Provides a way for people who have updates to the Model Card, suggestions, or questions, to contact the Model Card authors.*
500
+ -->
config.json ADDED
@@ -0,0 +1,31 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "BAAI/bge-small-en-v1.5",
3
+ "architectures": [
4
+ "BertModel"
5
+ ],
6
+ "attention_probs_dropout_prob": 0.1,
7
+ "classifier_dropout": null,
8
+ "hidden_act": "gelu",
9
+ "hidden_dropout_prob": 0.1,
10
+ "hidden_size": 384,
11
+ "id2label": {
12
+ "0": "LABEL_0"
13
+ },
14
+ "initializer_range": 0.02,
15
+ "intermediate_size": 1536,
16
+ "label2id": {
17
+ "LABEL_0": 0
18
+ },
19
+ "layer_norm_eps": 1e-12,
20
+ "max_position_embeddings": 512,
21
+ "model_type": "bert",
22
+ "num_attention_heads": 12,
23
+ "num_hidden_layers": 12,
24
+ "pad_token_id": 0,
25
+ "position_embedding_type": "absolute",
26
+ "torch_dtype": "float32",
27
+ "transformers_version": "4.40.1",
28
+ "type_vocab_size": 2,
29
+ "use_cache": true,
30
+ "vocab_size": 30522
31
+ }
config_sentence_transformers.json ADDED
@@ -0,0 +1,9 @@
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "__version__": {
3
+ "sentence_transformers": "2.2.2",
4
+ "transformers": "4.28.1",
5
+ "pytorch": "1.13.0+cu117"
6
+ },
7
+ "prompts": {},
8
+ "default_prompt_name": null
9
+ }
config_setfit.json ADDED
@@ -0,0 +1,4 @@
 
 
 
 
 
1
+ {
2
+ "labels": null,
3
+ "normalize_embeddings": false
4
+ }
model.safetensors ADDED
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