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<\/a><\/figure>\n\n\n\n\u25a0 Background: Accelerating use of AI in companies and the rise of open source LLMs<\/code><\/pre>\n\n\n\nIn recent years, with the emergence of LLMs such as ChatGPT by OpenAI, AI technology has undergone rapid development, and the use of AI in business globally is accelerating. There has been an increase in the development of unique LLMs optimized for each company, particularly among major US IT companies, with the average LLM-related expenditures of companies reaching $7 million in 2023. By 2024,That spending is expected to grow two to five times.<\/strong><\/p>\n\n\n\n![\"\"\/](\"https:\/\/storage.googleapis.com\/studio-cms-assets\/projects\/wQOVYm1RWD\/s-2400x1301_v-frms_webp_4d142155-2af1-4515-8c19-dd983630abae_middle.webp\")
<\/figure>\n\n\n\nIn this context, open source LLMs are on the rise, primarily in the U.S. Open source LLMs not only reduce license costs, but also allow for advanced customization through fine-tuning using your own data, and can be operated in a secure environment.In fact, the US company 41% (\u203b1) is already using the open source LLM.<\/strong><\/p>\n\n\n\nIf the performance is good, more than 80% of companies are considering using the open source LLM.<\/strong><\/p>\n\n\n\n![\"\"\/](\"https:\/\/storage.googleapis.com\/studio-cms-assets\/projects\/wQOVYm1RWD\/s-2400x1301_v-frms_webp_07bc1b7d-b02d-4505-9bcb-f849644477a8_middle.webp\")
<\/figure>\n\n\n\nAlthough the use of LLMs is gaining momentum in Japan, many companies have not yet decided to develop their own LLMs. Digirise believes that in order for Japanese companies to succeed in global competition, it is essential to develop their own strategic LLMs.<\/p>\n\n\n\n
*1: Statistics compiled from conversations with dozens of leaders from Fortune 500 and other top companies.<\/p>\n\n\n\n
\u25a0 The value of the Corporate LLM<\/code><\/pre>\n\n\n\n"Corporate LLM"<\/strong>is a service that specializes in supporting the development of original LLMs using open source LLMs. We customize Llama, an open source LLM that boasts the world's highest level of performance, to meet the needs of your company. (We may also use other tools besides Llama depending on the development requirements.)<\/p>\n\n\n\n[Major features]<\/strong><\/p>\n\n\n\n1. Operation in a secure environment<\/strong><\/p>\n\n\n\n \u2013 Protecting confidential information by developing and operating LLM in an on-premise environment<\/p>\n\n\n\n
2. Advanced Customization<\/strong><\/p>\n\n\n\n \u2013 Build a high-performance LLM specialized for your business through fine-tuning using your company\u2019s own data<\/p>\n\n\n\n
3. Comprehensive support system<\/strong><\/p>\n\n\n\n \u2013 Professional engineers provide consistent support from LLM implementation to operation<\/p>\n\n\n\n
In addition, Digirise will utilize Japan's leading GPU resources and one of Japan's leading local LLM development track records to develop high-quality, original LLMs incorporating cutting-edge technology.<\/p>\n\n\n\n
\u25a0 Digirise's Strengths<\/code><\/pre>\n\n\n\nDigirise has the following strengths in supporting unique LLM development:<\/p>\n\n\n\n
\u2460Abundant development track record<\/strong><\/p>\n\n\n\n\n- We have a track record of successfully completing numerous AI system development projects.<\/li>\n\n\n\n
- Utilizing know-how cultivated through joint research with major companies and in-house service development<\/li>\n<\/ul>\n\n\n\n
\u2461Abundant GPU resources<\/strong><\/p>\n\n\n\n\n- Owns one of Japan's largest GPU clusters<\/li>\n\n\n\n
- Large-scale LLM learning can be processed quickly<\/li>\n<\/ul>\n\n\n\n
\u2462Development of Japan's top-precision local LLM<\/strong><\/p>\n\n\n\n\n- Although it is temporary, we have many excellent developers who have achieved top records in Japanese accuracy verification in local LLM development.<\/li>\n<\/ul>\n\n\n\n
Leveraging these strengths, Digirise develops high-quality, original LLMs and contributes to the business transformation of our customers.<\/p>\n\n\n\n
\u25a0Seminar Introduction<\/code><\/pre>\n\n\n\nIn addition, to commemorate the release of this "Corporate LLM",<\/p>\n\n\n\n
"Why is there a need for 'local LLM', which is being introduced in 80% of the U.S.? A thorough explanation of local LLM, which allows companies to use AI in an extremely safe and low-cost manner."<\/strong><\/p>\n\n\n\nThere will also be a free online seminar titled:<\/p>\n\n\n\n
This seminar will provide a detailed explanation of the features and advantages of local LLMs, and will specifically explain the challenges of using AI in large companies and how local LLMs can solve them.<\/p>\n\n\n\n
This is a must-attend seminar for companies considering introducing AI in a secure environment.<\/p>\n\n\n\n
\u25a0 Title<\/p>\n\n\n\n
"Why is there a need for 'local LLM', which is being introduced in 80% of the U.S.? A thorough explanation of local LLM, which allows companies to use AI in an extremely safe and low-cost manner."<\/strong><\/p>\n\n\n\n\u25a0 Date and Time<\/p>\n\n\n\n
Wednesday, June 26th 12:00-13:00<\/strong><\/p>\n\n\n\n\u25a0How to watch<\/p>\n\n\n\n
Zoom *The URL for participation will be provided to those who have registered.<\/p>\n\n\n\n
\u25a0 Costs<\/p>\n\n\n\n
Free of charge *Participants will be responsible for communication charges to connect to the Internet.<\/p>\n\n\n\n
\u25a0How to apply<\/p>\n\n\n\n
Please apply using the form below.
https:\/\/bit.ly\/3Rj0Jgh<\/a><\/p>\n\n\n\nRegistration will be completed in about 15 seconds. After registration, the seminar viewing URL will be automatically sent to you.<\/p>\n\n\n\n![\"\"\/](\"https:\/\/storage.googleapis.com\/studio-cms-assets\/projects\/wQOVYm1RWD\/s-726x102_v-fs_webp_1f727080-6ab9-4259-89a0-54ecae27bac0_small.webp\")
<\/a><\/figure>\n\n\n\n\u25a0Benefits of developing your own LLM<\/code><\/pre>\n\n\n\n1. Use specialized for company-specific business operations<\/strong><\/p>\n\n\n\n \u2013 Optimized for company-specific tasks by learning specialized and company terminology<\/p>\n\n\n\n
\u2013 It is possible to build an LLM that reflects in-house knowledge and know-how<\/p>\n\n\n\n
2. Achieving high processing speed<\/strong><\/p>\n\n\n\n \u2013 Achieve the processing speed required for your business by selecting the appropriate model size and architecture<\/p>\n\n\n\n
\u2013 Stress-free response possible even in tasks that require real-time response<\/p>\n\n\n\n
3. Ensuring information security<\/strong><\/p>\n\n\n\n \u2013 Eliminate the risk of confidential information leaking by operating in an on-premise environment<\/p>\n\n\n\n
\u2013 Operation can be tailored to in-house security standards<\/p>\n\n\n\n
Given these benefits, it would be desirable to build your own LLM in parallel with using a generic LLM in the following domains:<\/p>\n\n\n\n
\u25a0Domains where unique LLMs are particularly effective<\/code><\/pre>\n\n\n\n1. Sensitive domains<\/strong><\/p>\n\n\n\n \u2013 Industries that handle a lot of personal and confidential information, such as finance, medicine, and law<\/p>\n\n\n\n
\u2013 In a situation where data leakage cannot be tolerated, it is essential to operate an on-premise, proprietary LLM<\/p>\n\n\n\n
2. Domains that require high-speed processing at the edge<\/strong><\/p>\n\n\n\n \u2013 Industries that require real-time processing on-site, such as manufacturing, robotics, and automotive<\/p>\n\n\n\n
\u2013 Our unique LLM is effective because it can complete processing quickly on edge devices without communicating with the cloud.<\/p>\n\n\n\n
3. Highly specialized domains<\/strong><\/p>\n\n\n\n \u2013 Industries that require highly specialized knowledge, such as pharmaceuticals, biotechnology, and materials science<\/p>\n\n\n\n
- Unique LLM with extensive knowledge of technical terms and related knowledge enables highly accurate natural language processing<\/p>\n\n\n\n
As such, some companies have unique challenges that cannot be addressed by generic LLMs. For such companies, developing their own LLMs can be a source of competitive advantage. By building an LLM optimized for their company and using it strategically, they can establish leadership in their industry.<\/p>\n\n\n\n
In order to meet the needs of such companies, Digirise provides a unique LLM development support service called "Corporate LLM" that utilizes open source LLM. We will contribute to strengthening the competitiveness of our customers by pooling our knowledge and know-how.<\/p>\n\n\n\n<\/a><\/figure>\n\n\n\n[Company Profile of Digirise Inc.]<\/code><\/pre>\n\n\n\n- Name: Digirise Inc.<\/p>\n\n\n\n
\u2013 Location: 1F Daiwa Shibuya Shinsen Building, 9-1 Shinsen-cho, Shibuya-ku, Tokyo<\/p>\n\n\n\n
\u2013 Established: July 7, 2023<\/p>\n\n\n\n
\u2013 Representative Director: Masahiro Chaen<\/p>\n\n\n\n
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