Technology
ASE Technology Holding Co., Ltd. Reports Its Unaudited Consolidated Financial Results for the Fourth Quarter and the Full Year of 2024
Published
2 years agoon
By
TAIPEI, Feb. 13, 2025 /PRNewswire/ — ASE Technology Holding Co., Ltd. (TWSE: 3711, NYSE: ASX) (“We”, “ASEH”, or the “Company”), the leading provider of semiconductor assembly and testing services (“ATM”) and the provider of electronic manufacturing services (“EMS”), today reported its unaudited net revenues[1] of NT$162,264 million for 4Q24, up by 1.0% year-over-year and up by 1.3% sequentially. Net income attributable to shareholders of the parent for the quarter totaled NT9,312 million, down from NT$9,392 million in 4Q23 and down from NT$9,733 million in 3Q24. Basic earnings per share for the quarter were NT$2.15 (or US$0.134 per ADS), compared to NT$2.18 for 4Q23 and NT$2.25 for 3Q24. Diluted earnings per share for the quarter were NT$2.07 (or US$0.129 per ADS), compared to NT$2.13 for 4Q23 and NT$2.18 for 3Q24.
For the full year of 2024, the Company reported unaudited net revenues of NT$595,410 million and net income attributable to shareholders of the parent of NT$32,483 million. Basic earnings per share for the full year of 2024 were NT$7.52 (or US$0.470 per ADS). Diluted earnings per share for the full year of 2024 were NT$7.23 (or US$0.452 per ADS).
As of December 31, 2024, we have completed the purchase price allocation of business combination, and have retrospectively adjusted the consolidated financial results for the prior period.
RESULTS OF OPERATIONS
4Q24 Results Highlights – Consolidated
Net revenues from packaging operations, testing operations, EMS operations, and others represented approximately 43%, 10%, 46%, and 1% of the total net revenues for the quarter, respectively.
Cost of revenues was NT$135,633 million for the quarter, up from NT$133,679 million in 3Q24.Raw material cost totaled NT$84,434 million for the quarter, representing 52% of the total net revenues.Labor cost totaled NT$16,749 million for the quarter, representing 10% of the total net revenues.Depreciation, amortization and rental expenses totaled NT$13,961 million for the quarter.
Gross margin decreased by 0.1 percentage points to 16.4% in 4Q24 from 16.5% in 3Q24.
Operating margin was 6.9% in 4Q24, compared to 7.2% in 3Q24.
In terms of non-operating items:Net interest expense was NT$1,308 million.Net foreign exchange loss was NT$2,787 million, primarily attributable to the appreciation of the U.S. dollar against the New Taiwan dollar.Net gain on valuation of financial assets and liabilities was NT$4,017 million.Net loss on equity-method investments was NT$133 million.Other net non-operating income was NT$441 million, primarily attributable to miscellaneous income.
Total non-operating income and expenses for the quarter was NT$230 million.
Income before tax was NT$11,441 million in 4Q24, compared to NT$12,325 million in 3Q24. We recorded income tax expenses of NT$1,862 million for the quarter, compared to NT$2,052 million in 3Q24.
Net income attributable to shareholders of the parent was NT$9,312 million in 4Q24, compared to NT$9,392 million in 4Q23 and NT$9,733 million in 3Q24.
Our total number of shares outstanding at the end of the quarter was 4,414,930,537, including treasury stock owned by our subsidiaries in 4Q24. Our 4Q24 basic earnings per share of NT$2.15 (or US$0.134 per ADS) were based on 4,324,469,567 weighted average numbers of shares outstanding in 4Q24. Our 4Q24 diluted earnings per share of NT$2.07 (or US$0.129 per ADS) were based on 4,399,408,735 weighted average number of shares outstanding in 4Q24.
4Q24 Results Highlights – ATM
Net revenues were NT$88,363 million for the quarter, up by 7.8% year-over-year and up by 3.0% sequentially.
Cost of revenues was NT$67,754 million for the quarter, up by 7.9% year-over-year and up by 2.7% sequentially.Raw material cost totaled NT$24,774 million for the quarter, representing 28% of the total net revenues.Labor cost totaled NT$13,661 million for the quarter, representing 15% of the total net revenues.Depreciation, amortization and rental expenses totaled NT$12,508 million for the quarter.
Gross margin increased by 0.2 percentage points to 23.3% in 4Q24 from 23.1% in 3Q24.
Operating margin was 10.7% in both 4Q24 and 3Q24.
4Q24 Results Highlights – EMS
Net revenues were NT$74,895 million, down by 5.4% year-over-year and down by 0.6% sequentially.
Cost of revenues for the quarter was NT$68,713 million, down by 5.2% year-over-year and up by 0.1% sequentially.Raw material cost totaled NT$60,178 million for the quarter, representing 80% of the total net revenues.Labor cost totaled NT$2,980 million for the quarter, representing 4% of the total net revenues.Depreciation, amortization and rental expenses totaled NT$1,191 million for the quarter.
Gross margin decreased by 0.7 percentage points to 8.3% in 4Q24 from 9.0% in 3Q24.
Operating margin was 2.7% in 4Q24, compared to 3.3% in 3Q24.
2024 Full-Year Results Highlights – Consolidated
Net revenues for the full year of 2024 amounted to NT$595,410 million, up by 2.3% from the full year of 2023. Net revenues from packaging operations, testing operations, EMS operations and others represented approximately 44%, 9%, 46% and 1% of total net revenues for the year, respectively.
Cost of revenue for the year of 2024 was NT$498,478 million, compared to NT$490,157 million in 2023.Raw material cost totaled NT$306,359 million for the year, representing 51% of total net revenues.Labor cost totaled NT$64,268 million for the year, representing 11% of total net revenues.Depreciation, amortization and rental expenses totaled NT$54,254 million for the year.
Gross margin increased by 0.5 percentage points to 16.3% in 2024 from 15.8% in 2023.
Operating margin decreased to 6.6% in 2024 from 6.9% in 2023.
Total non-operating income for the year was NT$2,517 million, compared to NT$2,272 million in 2023.
Income before tax was NT$41,684 million in 2024. We recognized an income tax expense of NT$7,758 million for the year.
Net income attributable to shareholders of the parent amounted to NT$32,483 million in 2024, compared to NT$31,725 million in 2023.
Our 2024 basic earnings per share of NT$7.52 (or US$0.470 per ADS) were based on 4,318,991,036 weighted average numbers of shares outstanding in 2024. Our 2024 diluted earnings per share of NT$7.23 (or US$0.452 per ADS) were based on 4,392,013,361 weighted average number of shares outstanding in 2024.
2024 Full-Year Results Highlights – ATM
Cost of revenues for the full year of 2024 was NT$252,712 million, compared to NT$246,397 million in 2023.Raw material cost totaled NT$90,307 million for the year, representing 28% of total net revenues.Labor cost totaled NT$51,652 million for the year, representing 16% of total net revenues.Depreciation, amortization and rental expenses totaled NT$48,392 million for the year.
Gross margin increased to 22.5% in 2024 from 21.8% in 2023.
Operating margin decreased to 9.8% in 2024 from 10.1% in 2023.
2024 Full-Year Results Highlights – EMS
Cost of revenues was NT$248,135 million in 2024, up by 1.3% from 2023.Raw material cost totaled NT$216,864 million for the year, representing 80% of total net revenues.Labor cost totaled NT$12,161 million for the year, representing 4% of total net revenues.Depreciation, amortization and rental expenses totaled NT$4,808 million for the year.
Gross margin increased to 9.0% in 2024 from 8.7% in 2023.
Operating margin decreased to 2.9% in 2024 from 3.3% in 2023.
LIQUIdiTY AND CAPITAL RESOURCES
Capital expenditures in 4Q24 totaled US$640 million, of which US$321 million was used in packaging operations, US$290 million in testing operations, US$24 million in EMS operations and US$5 million in interconnect materials operations and others.
Capital expenditures in 2024 totaled US$1,876 million, of which US$957 million was used in packaging operations, US$815 million in testing operations, US$89 million in EMS operations and US$15 million in interconnect materials operations and others.
Total unused credit lines amounted to NT$375,734 million as of December 31, 2024.
Current ratio was 1.19 and net debt to equity ratio was 0.37 as of December 31, 2024.
Total number of employees was 95,492 as of December 31, 2024, compared to 94,456 as of September 30, 2024.
Business Review
Customers[2]
ATM Basis
Our five largest customers together accounted for approximately 44% of our total net revenues in 4Q24, compared to 42% in 3Q24. Two customers each accounted for more than 10% of our total net revenues in 4Q24 individually.
Our top 10 customers contributed 60% of our total net revenues in 4Q24, compared to 58% in 3Q24.
Our customers that are integrated device manufacturers or IDMs accounted for 32% of our total net revenues in 4Q24, compared to 34% in 3Q24.
EMS Basis
Our five largest customers together accounted for approximately 72% of our total net revenues in 4Q24, compared to 71% in 3Q24. One customer accounted for more than 10% of our total net revenues in 4Q24.
Our top 10 customers contributed 78% of our total net revenues in 4Q24, compared to 77% in 3Q24.
About ASE Technology Holding Co., Ltd.
ASEH is the leading provider of semiconductor manufacturing services in assembly and test. The Company develops and offers complete turnkey solutions covering front-end engineering test, wafer probing and final test, as well as packaging, materials and electronic manufacturing services through USI with superior technologies, breakthrough innovations, and advanced development programs. With advanced technological capabilities and a global presence spanning Taiwan, China, South Korea, Japan, Singapore, Malaysia, Philippines, Vietnam, Mexico, and Tunisia as well as the United States and Europe, ASEH has established a reputation for reliable, high quality products and services.
For more information, please visit our website at https://www.aseglobal.com.
Safe Harbor Notice
This press release contains “forward-looking statements” within the meaning of Section 27A of the United States Securities Act of 1933, as amended, and Section 21E of the United States Securities Exchange Act of 1934, as amended. These statements are made under the “safe harbor” provisions of the U.S. Private Securities Litigation Reform Act of 1995. Although these forward-looking statements, which may include statements regarding our future results of operations, financial condition or business prospects, are based on our own information and information from other sources we believe to be reliable, you should not place undue reliance on these forward-looking statements, which apply only as of the date of this press release. The words “anticipate,” “believe,” “estimate,” “expect,” “intend,” “plan” and similar expressions, as they relate to us, are intended to identify these forward-looking statements in this press release. These forward-looking statements are necessarily estimates reflecting the best judgment of our senior management and our actual results of operations, financial condition or business prospects may differ materially from those expressed or implied by the forward-looking statements for reasons including, among others, risks associated with cyclicality and market conditions in the semiconductor or electronic industry; changes in our regulatory environment, including our ability to comply with new or stricter environmental regulations and to resolve environmental liabilities; demand for the outsourced semiconductor packaging, testing and electronic manufacturing services we offer and for such outsourced services generally; the highly competitive semiconductor or manufacturing industry we are involved in; our ability to introduce new technologies in order to remain competitive; international business activities; our business strategy; our future expansion plans and capital expenditures; the strained relationship between the Republic of China and the People’s Republic of China; general economic and political conditions; the recent shift in United States trade policies; possible disruptions in commercial activities caused by natural or human-induced disasters; fluctuations in foreign currency exchange rates; and other factors. The announced results of the full year of 2024 are preliminary and subject to audit adjustments. For a discussion of these risks and other factors, please see the documents we file from time to time with the Securities and Exchange Commission, including the 2023 Annual Report on Form 20-F filed on April 3, 2024.
Supplemental Financial Information
(Unaudited)
Consolidated Operations
4Q24
3Q24
4Q23
EBITDA[3] (NT$ million)
28,797
28,692
28,606
ATM Operations
4Q24
3Q24
4Q23
Net Revenues (NT$ million)
88,363
85,790
82,004
Revenues by Application
Communication
53 %
50 %
53 %
Computing
17 %
18 %
17 %
Automotive, Consumer & Others
30 %
32 %
30 %
Revenues by Type
Bumping, Flip Chip, WLP & SiP
47 %
45 %
44 %
Wirebonding
27 %
29 %
30 %
Others
7 %
8 %
8 %
Testing
18 %
16 %
16 %
Material
1 %
2 %
2 %
Capacity & EBITDA
CapEx[4] (US$ million)
616
588
213
EBITDA[3] (NT$ million)
24,845
24,257
23,787
Number of Wirebonders
25,328
25,373
25,860
Number of Testers
6,300
5,966
5,556
EMS Operations
4Q24
3Q24
4Q23
Net Revenues (NT$ million)
74,895
75,384
79,182
Revenues by Application
Communication
37 %
34 %
40 %
Computing
9 %
9 %
11 %
Consumer
33 %
36 %
28 %
Industrial
11 %
11 %
11 %
Automotive
8 %
9 %
8 %
Others
2 %
1 %
2 %
Capacity
CapEx[4] (US$ million)
24
14
21
ASE Technology Holding Co., Ltd.
Summary of Consolidated Statement of Income Data
(In NT$ million, except per share data)
(Unaudited)
For the three months ended
For the year ended
Dec. 31
2024
Sep. 30
2024
(Retrospectively Adjusted)
Dec. 31
2023
Dec. 31
2024
Dec. 31
2023
Net revenues
Packaging
70,285
69,154
66,221
261,732
256,805
Testing
15,713
14,124
13,363
54,562
49,881
EMS
74,243
74,871
79,155
271,293
268,218
Others
2,023
1,956
1,842
7,823
7,010
Total net revenues
162,264
160,105
160,581
595,410
581,914
Cost of revenues
(135,633)
(133,679)
(134,820)
(498,478)
(490,157)
Gross profit
26,631
26,426
25,761
96,932
91,757
Operating expenses
Research and development
(7,676)
(7,439)
(6,950)
(28,830)
(25,499)
Selling, general and administrative
(7,744)
(7,517)
(6,996)
(28,935)
(25,930)
Total operating expenses
(15,420)
(14,956)
(13,946)
(57,765)
(51,429)
Operating income
11,211
11,470
11,815
39,167
40,328
Net non-operating income and expenses
Interest expense – net
(1,308)
(1,291)
(1,302)
(4,864)
(4,726)
Foreign exchange gain (loss) – net
(2,787)
1,887
3,731
(5,539)
998
Gain (Loss) on valuation of financial assets and liabilities – net
4,017
(946)
(2,977)
9,833
1,860
Gain (Loss) on equity-method investments – net
(133)
485
155
868
1,125
Others – net
441
720
945
2,219
3,015
Total non-operating income and expenses
230
855
552
2,517
2,272
Income before tax
11,441
12,325
12,367
41,684
42,600
Income tax expense
(1,862)
(2,052)
(2,461)
(7,758)
(9,043)
Income from operations and before non-controlling interests
9,579
10,273
9,906
33,926
33,557
Non-controlling interests
(267)
(540)
(514)
(1,443)
(1,832)
Net income attributable to shareholders of the parent
9,312
9,733
9,392
32,483
31,725
Per share data:
Earnings per share
– Basic
NT$2.15
NT$2.25
NT$2.18
NT$7.52
NT$7.39
– Diluted
NT$2.07
NT$2.18
NT$2.13
NT$7.23
NT$7.18
Earnings per equivalent ADS
– Basic
US$0.134
US$0.139
US$0.137
US$0.470
US$0.475
– Diluted
US$0.129
US$0.135
US$0.133
US$0.452
US$0.462
Number of weighted average shares used in diluted EPS calculation ( in thousand shares)
4,399,409
4,391,465
4,351,271
4,392,013
4,347,671
FX (NTD/USD)
32.16
32.31
31.92
32.00
31.09
ASE Technology Holding Co., Ltd.
Summary of ATM Statement of Income Data
(In NT$ million)
(Unaudited)
For the three months ended
For the year ended
Dec. 31
2024
Sep. 30
2024
(Retrospectively Adjusted)
Dec. 31
2023
Dec. 31
2024
Dec. 31
2023
Net revenues:
Packaging
71,342
70,290
67,378
265,858
260,486
Testing
15,713
14,124
13,363
54,562
49,881
Direct Material
1,233
1,295
1,205
5,130
4,574
Others
75
81
58
325
174
Total net revenues
88,363
85,790
82,004
325,875
315,115
Cost of revenues
(67,754)
(65,995)
(62,786)
(252,712)
(246,397)
Gross profit
20,609
19,795
19,218
73,163
68,718
Operating expenses:
Research and development
(6,047)
(5,773)
(5,425)
(22,438)
(19,786)
Selling, general and administrative
(5,127)
(4,803)
(4,581)
(18,739)
(17,086)
Total operating expenses
(11,174)
(10,576)
(10,006)
(41,177)
(36,872)
Operating income
9,435
9,219
9,212
31,986
31,846
ASE Technology Holding Co., Ltd.
Summary of EMS Statement of Income Data
(In NT$ million)
(Unaudited)
For the three months ended
For the year ended
Dec. 31
2024
Sep. 30
2024
Dec. 31
2023
Dec. 31
2024
Dec. 31
2023
Net revenues
Total net revenues
74,895
75,384
79,182
272,550
268,309
Cost of revenues
(68,713)
(68,627)
(72,496)
(248,135)
(244,947)
Gross profit
6,182
6,757
6,686
24,415
23,362
Operating expenses
Research and development
(1,673)
(1,668)
(1,567)
(6,542)
(5,871)
Selling, general and administrative
(2,523)
(2,636)
(2,320)
(9,883)
(8,511)
Total operating expenses
(4,196)
(4,304)
(3,887)
(16,425)
(14,382)
Operating income
1,986
2,453
2,799
7,990
8,980
ASE Technology Holding Co., Ltd.
Summary of Consolidated Balance Sheet Data
(In NT$ million)
(Unaudited)
As of Dec. 31, 2024
As of Sep. 30, 2024
(Retrospectively Adjusted)
Current assets
Cash and cash equivalents
76,493
71,711
Financial assets – current
9,376
6,643
Trade receivables
113,420
114,061
Inventories
61,181
68,991
Others
14,815
17,399
Total current assets
275,285
278,805
Financial assets – non-current & Investments – equity -method
41,810
42,300
Property, plant and equipment
312,531
283,886
Right-of-use assets
11,851
11,502
Intangible assets
67,562
67,639
Others
31,659
30,516
Total assets
740,698
714,648
Current liabilities
Short-term borrowings[5]
47,445
56,726
Current portion of bonds payable & Current portion of long-term borrowings
18,883
23,531
Trade payables
78,221
82,595
Others
86,391
72,698
Total current liabilities
230,940
235,550
Bonds payable
17,978
17,073
Long-term borrowings
121,750
108,003
Other liabilities
24,243
22,912
Total liabilities
394,911
383,538
Equity attributable to shareholders of the parent
323,523
309,456
Non-controlling interests
22,264
21,654
Total liabilities & shareholders’ equity
740,698
714,648
Current ratio
1.19
1.18
Net debt to equity ratio
0.37
0.41
ASE Technology Holding Co., Ltd.
Summary of Consolidated Statement of Cash Flow Data
(In NT$ million)
(Unaudited)
For the three months ended
For the year ended
Dec. 31
2024
Sep. 30
2024
(Retrospectively Adjusted)
Dec. 31
2023
Dec. 31
2024
Dec. 31
2023
Cash Flows from Operating Activities
Income before tax
11,441
12,325
12,367
41,684
42,600
Depreciation & amortization
15,360
15,043
14,607
59,815
58,102
Other operating activities items
8,444
(5,306)
19,854
(10,711)
13,720
Net cash generated from operating activities
35,245
22,062
46,828
90,788
114,422
Cash Flows from Investing Activities
Net payments for property, plant
and equipment
(31,546)
(19,769)
(11,859)
(78,614)
(53,683)
Other investment activities items
(11)
(2,593)
582
(5,294)
(1,439)
Net cash used in investing activities
(31,557)
(22,362)
(11,277)
(83,908)
(55,122)
Cash Flows from Financing Activities
Total net proceeds from (repayment of) borrowings and bonds
(1,952)
30,909
(24,441)
16,487
(10,817)
Dividends paid
–
(22,460)
–
(22,460)
(37,841)
Other financing activities items
(121)
(51)
534
(1,298)
(443)
Net cash generated from (used in) financing activities
(2,073)
8,398
(23,907)
(7,271)
(49,101)
Foreign currency exchange effect
3,167
(2,560)
(7,433)
9,600
(955)
Net increase in cash and cash equivalents
4,782
5,538
4,211
9,209
9,244
Cash and cash equivalents at the beginning of period
71,711
66,173
62,812
67,284
58,040
Cash and cash equivalents at the
end of period
76,493
71,711
67,023
76,493
67,284
Cash and cash equivalents in the consolidated balance sheet
76,493
71,711
67,284
76,493
67,284
Cash and cash equivalents included in disposal groups held for sale
–
–
(261)
–
–
[1] All financial information presented in this press release is unaudited, consolidated and prepared in accordance with Taiwan-IFRS (International Financial Reporting Standards as endorsed for use in the R.O.C.). Such financial information is generated internally by us and has not been subjected to the same review and scrutiny, including internal auditing procedures and audit by our independent auditors, to which we subject our year-end audited consolidated financial statements, and may vary materially from the year-end audited consolidated financial information for the same period. Any evaluation of the financial information presented in this press release should also take into account our published year-end audited consolidated financial statements and the notes to those statements. In addition, the financial information presented is not necessarily indicative of our results of operations for any future period.
[2] In the fourth quarter of 2024, we adjusted our calculation method of revenue sourcing to focus on direct customers rather than end customers. We believe this method better reflects our current business environment. Consequently, we have retrospectively adjusted our customer metrics for the third quarter of 2024.
[3] EBITDA stands for net income or loss before interest, taxes, depreciation, amortization, impairment and investment gain or loss as well as other items.
[4] Capital expenditure excludes building construction costs.
[5] Short-term borrowings include short-term loans and bills payable.
Investor Relations Contact
ir@aseglobal.com
Tel: +886.2.6636.5678
https://www.aseglobal.com
View original content:https://www.prnewswire.com/news-releases/ase-technology-holding-co-ltd-reports-its-unaudited-consolidated-financial-results-for-the-fourth-quarter-and-the-full-year-of-2024-302375540.html
SOURCE ASE Technology Holding Co., Ltd.
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Exterior Design
“Eximius 1” is an imposing vehicle to behold, exhibiting the muscularity and eyepopping strength of a superhero. Every panel – excluding the body surface outer – is constructed of pre-impregnated carbon fiber, and the vehicle is 50mm wider due to its wheel arch extensions. The front doors and hood have a unique technical fade from glossy, exposed regular carbon fiber to signature Borealis Blue paint.
The front carbon splitter sets an aggressive tone and is flanked by massive side air intakes incorporating Karma’s Target Acquisition Lighting, rotated 45º to create a distinctive ‘><‘ DRL graphic identity. On the hood, the dramatic arc of the Comet Line – which is inspired by Halley’s Comet is it streaks across the evening sky – widens from its apex towards the base of the windshield; vents above the front fenders release air pressure from the wheel housings and add further visual intrigue. Moving to the side of the vehicle, the front fenders aft of the wheels feature Karma’s signature “Backslash” bearing the number “5,” which is of particular significance to the commissioning client. 21″ Magnesium wheels with center-locks reduce rotating and unsprung mass, and are finished in satin black. Aft of the driver’s side front wheel, twin exhaust tips announce the fearsome new powertrain.
The full-width rear GT wing maximizes stability and downforce at high speeds, and continues the distinctive ‘><‘ DRL graphic identity established at the front of “Eximius 1.” The rear fascia also boasts large side air intakes which are connected by a dominant diffuser to manage underbody airflow.
Interior Design
An aura of intensity continues to the interior of “Eximius 1.” In concert with the exterior, blue-tinted carbon-fiber adorns the seats, flat-bottom steering wheel and doors; for aesthetics and weight-savings, all four doors are manufactured in exposed carbon fiber with one purposeful arm pad on each door. The seats, which are Recaro carbon fiber buckets up front, are trimmed with blue Alcantara and blue Italian leather with Moondust Alcantara upper sections, creating an articulated, form-fitted feel. To support high-speed driving and intense braking force, the accelerator, brake pedal and dead pedal are billet machined aluminum.
The instrument panel is reimagined in glossy carbon fiber and incorporates anodized billet aluminum HVAC vents. The carbon fiber center console is simplified to include the essentials only: the PRND gear selector, window switches, key fob holder, and Emergency kill switch. This console extends through to the rear compartment, to which the client’s custom-fitted carbon fiber racing helmet is held in place by a center-latched strap matching the blue seat belts.
About Karma Automotive
Karma Automotive is America’s only full-line ultra-luxury vehicle manufacturer, and a pioneer of Plug-in Series Hybrid vehicles which it manufactures at its Karma Innovation and Customization Center (KICC) in Moreno Valley, CA. Its Executive, Product Development, and Design headquarters are located in nearby Irvine, CA. The Karma portfolio embodies California’s spirit of innovation and entrepreneurial boldness, reflected by the signature Comet Line which is the central hallmark of Karma’s new design language. The Gyesera Grand Coupe, a Plug-in Series Hybrid four-seater, arrives at dealerships in December 2026; and the Amaris GT 2-Door Plug-in Series Hybrid arrives in Q4 2027. The Karma Kaveya Super Coupe, with over 1,000HP and butterfly-doors, will arrive in Q1 2028, to be followed by the Karma Ivara GT-UV: both EVs will incorporate SDVA (Software-Defined Vehicle Architecture) developed with leading technology partners. For more information, visit www.karmaautomotive.com)
Media Contact:
Joe Richardson, (917) 716-6617
Joe@BeautifulNoisePR.com
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SOURCE Karma Automotive
Technology
ModelBest and OpenBMB Open-Source MiniCPM-OCR Series, Delivering High-Performance Document Parsing and AI-Powered Quality Control
Published
4 hours agoon
October 31, 2026By
BEIJING, Oct. 31, 2026 /PRNewswire/ — ModelBest and OpenBMB jointly announced the release and open-source availability of the MiniCPM-OCR series, a family of models for efficient document parsing and parsing-quality assessment. The launch includes two models: MiniCPM-OCR 1.0 (1.3B) and MiniCPM-OCR Jev (2B).
As the first OCR-focused model in the MiniCPM family, MiniCPM-OCR 1.0 brings top-tier parsing accuracy to a compact 1.3-billion-parameter architecture optimized for edge deployment, pushing forward the balance between efficiency and performance for open-source OCR models. Built for real-world conditions, it accurately parses scanned, photographed, curved, tilted and screen-captured documents without cumbersome image pre-correction, lowering the barrier to large-scale document digitization.
The model handles dense bilingual Chinese-English content, complex mathematical formulas, and multi-level or borderless tables, consistently performing at a leading level across a broad range of mainstream industry evaluations. Beyond full-page reconstruction, it supports key information extraction (KIE), pulling specified fields from invoices, IDs and financial statements according to business instructions.
Powered by DSpark decoding acceleration, MiniCPM-OCR 1.0 significantly increases end-to-end throughput while lowering per-page latency. For enterprises processing millions of pages—such as financial contract archives, academic libraries and government records—this means processing far more documents with the same hardware and time budget, at a substantially lower computing cost.
To address the long-standing need for page-by-page manual review, ModelBest and OpenBMB also introduced MiniCPM-OCR Jev, the first OCR result decision model that acts as an “AI quality inspector.” Rather than performing OCR itself, Jev compares the source image with OCR output and rapidly assigns confidence scores to text, LaTeX formulas and tables, detecting missing characters, errors and formatting misalignments. Despite its compact 2B-parameter size, Jev delivers judgment accuracy typically associated with far larger models.
Jev supports cross-model deployment and can be integrated into existing OCR workflows without replacing the underlying OCR engine. It can automatically identify reliable results for direct processing, flag potentially inaccurate outputs for human review and select the best result from multiple OCR systems. This enables enterprises to move from full manual inspection toward risk-based, automated quality control.
The MiniCPM-OCR series is available on GitHub, Hugging Face and ModelScope, and supports vLLM, SGLang, llama.cpp and Ollama, along with SDKs, APIs, Agent Skill plugins and open-source fine-tuning code. Day-0 hardware adaptation covers AMD, Arm, Houmo AI, Intel and NVIDIA. Through the FlagOS software stack, it also has Day-0 support for AI and edge chips from CIX Technology, Huawei Ascend, Hygon, Iluvatar CoreX, Kunlunxin, MetaX, Moore Threads, Sunrise, T-Head, TsingMicro, NVIDIA and Apple Mac (Arm).
View original content:https://www.prnewswire.com/news-releases/modelbest-and-openbmb-open-source-minicpm-ocr-series-delivering-high-performance-document-parsing-and-ai-powered-quality-control-302925594.html
SOURCE ModelBest
Technology
Wulcea Elevates Consumer Trust in Heated Apparel Through Multi-National Safety Certifications and Rigorous Technical Testing
Published
7 hours agoon
October 31, 2026By
NEW YORK, Oct. 31, 2026 /PRNewswire/ — As smart heated clothing gains broader adoption, consumers are paying closer attention to the safety and reliability of the technology behind these products. Wulcea, a brand specializing in graphene-powered heated apparel, combines its flexible GrapheneNano™ heating technology with documented safety compliance and durability testing for its heating components and battery systems.
“Trust in smart heated apparel goes beyond warmth—it comes down to confidence in battery safety and heating element reliability,” said John C, Founder of Wulcea. “Our goal is to give users peace of mind through certified technical standards.”
Advanced Graphene Heating Elements Supported by Global Standards
At the core of Wulcea’s thermal architecture is its GrapheneNano™ heating technology. Engineered to eliminate garment stiffness, Wulcea integrates flexible graphene elements that deliver balanced warmth across key upper-body zones while preserving natural garment drape and full freedom of movement.
Wulcea supports its heating components with applicable compliance documentation for major markets. These include CE and FCC compliance documentation addressing relevant electrical and electromagnetic compatibility requirements, as well as PSE compliance for applicable products in Japan. RoHS compliance further addresses restrictions on specified hazardous substances in applicable electrical and electronic components.
Multi-Certified Battery System for Dependable Power
To power its heating elements, Wulcea pairs its heated apparel with rechargeable battery systems designed for convenient everyday use. Featuring a compact design and housed in dedicated interior pockets, the batteries provide portable power while maintaining a streamlined garment profile and comfortable fit.
Wulcea backs its battery options with comprehensive third-party accreditations. UL certification demonstrates that the battery system has been evaluated against recognized power bank safety requirements, covering key areas such as overcharge protection, short-circuit protection, and thermal safety. The battery systems are also supported by applicable CE and FCC compliance documentation, addressing relevant regulatory requirements for electrical and electromagnetic compatibility.
For daily handling and travel, RoHS compliance validates that the battery system meets stringent global standards for material safety. The battery models have also undergone applicable UN 38.3 testing, supporting compliance with international requirements for lithium battery transportation.
Real-World Durability and Practical Usability
Component compliance forms Wulcea’s foundation, but reliability is defined by real-world performance. Built for high-flex endurance, Wulcea’s flexible graphene heating elements are tested through 10,000 active flexing cycles to maintain steady thermal output through repeated bending and everyday body movement.
Everyday convenience is equally essential. Built for hassle-free care, Wulcea’s heating elements withstand 100 machine-wash cycles under standard care guidelines, maintaining internal conductivity and structural stability under repeated laundering.
Integrated NTC temperature sensors provide thermal monitoring and are designed to stop heating if temperatures exceed 131°F (55°C). Combined with runtime of up to 10 hours on the low setting and a discreet interior control button, these features support practical everyday use in cold-weather conditions.
Aligning Technical Standards with Everyday Warmth
By combining graphene-based heating technology with documented battery safety compliance and durability testing, Wulcea continues to focus on the technical foundations of dependable heated apparel. This approach reflects the brand’s emphasis on bringing together safety considerations, practical functionality, and everyday comfort for cold-weather use.
View original content to download multimedia:https://www.prnewswire.com/news-releases/wulcea-elevates-consumer-trust-in-heated-apparel-through-multi-national-safety-certifications-and-rigorous-technical-testing-302925554.html
SOURCE Wulcea
Karma Automotive Announces Eximius, the Bespoke Vehicle Program for Elite Clients Seeking Singular Expressions of Extreme Performance and Bold Craftsmanship
ModelBest and OpenBMB Open-Source MiniCPM-OCR Series, Delivering High-Performance Document Parsing and AI-Powered Quality Control
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