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DeepSeek has recently outpaced OpenAI to become the top application in various performance and user satisfaction charts, signaling a shift in the landscape of AI-based applications. Public concerns about regulatory issues are growing, fostering apprehension that these might affect the output quality of DeepSeek. There is an increasing market demand for a version of DeepSeek free from censorship. For stakeholders prioritizing data integrity, hosting DeepSeek in a private environment is emerging as a viable solution. Hosting a self-owned Large Language Model (LLM) like DeepSeek involves more than just setting up...

DeepSeek R1 comes with a range of models for your to deploy. Here is a summary of server/cloud requirement for your ease of understanding: Model Requirement Use Case RAM CPU GPU 1.5B8GB+Most CPU launched in the last 2 years❌ Nil Basic chatbot, short writing 8B 16GB+4C or above (i5/M1/Ryzen 5)❌ Nil Basic reasoning, longer writing, coding 14B32GB+6C or above (i7/M2/Ryzen 7) ❌ Nil Advanced reasoning, coding, research 32B 32-64GB+ 8C or above (i9/M3 Pro/Ryzen 9) Metal/CUDA AI-assisted coding, Complicated problem-solving 70B64GB+ 12C or above (M4 Pro/Threadripper) High VRAM GPU Advanced...

Announcement of E-Invoicing Initiative by Malaysia Government The Inland Revenue Board of Malaysia (IRBM) is set to make e-invoicing mandatory for all taxpayers by 2025, starting with businesses that have an annual turnover or revenue exceeding RM100 million by August 2024. The e-invoicing system will offer near real-time validation and can be integrated through an application programming interface (API) linked to enterprise resource planning systems or accessed directly via the MyInvois portal. Prime Minister Datuk Seri Anwar Ibrahim’s announcement of the Madani Budget 2024 in October underscored efforts to stimulate...

Due to a variety of reasons, some business cline to employ less powerful yet open-sourced LLM in their AI (artificial intelligence) applications. People making such decision usually want to save cost of calling API or have a distrust on the data protection facilities of AI service providers. Multiable does not have any stand on adopting such approach. Anyway, let’s take a look on running cost of adopting a self-owned LLAMA, one of the most popular open-sourced LLM at the moment. Many people commit a mistake when they plan to setup...

What is ERP System？   ERP system integrates core business processes, consolidating various departmental workflows into a comprehensive information system. It can be broadly categorized into “Financial Accounting,” “Human Resources,” “Manufacturing,” and “Inventory Management.”   Depending on different industry needs, additional module functionalities such as “CRM (Customer Relationship Management),” “POS (Point of Sale) System,” and “E-commerce-related” modules can be added. Information can flow between each module, achieving real-time information sharing and utilization in enterprise management. For example, once a product is stocked, personnel from other departments can immediately view the...