Artificial intelligence is the future. More precisely, this is what all technology companies that put their assets and budgets at the disposal of AI R&D departments are trying to sell us. Today, ChatGPT is on everyone’s lips, but it is not the only one. Actually, Here Xiaomi comes with its own version.

MiLM is the official name of Xiaomi’s LLMhas officially passed the registration process, making this technology suitable for integration into the company’s ecosystem.

Master’s Degree – Big Language Model

A major language model, or LLM, A language model consisting of a neural network It has many parameters (usually billions or more) that are trained on large amounts of unlabeled text using self-supervised learning or semi-supervised learning.

Some appeared around 2018 Notable LLMs are OpenAI’s series of GPT models, such as GPT-3 and GPT-4, used in ChatGPT. and Microsoft Copilot, PaLM and Gemini from Google or Claude from Anthropic and others. Xiaomi did not want to be without its own LMM and already has one that has passed certification.

Xiaomi MiLM

• April 2023: Xiaomi creates a specialized research team in the field of Master Focusing on lightweight implementations of large language models.
• August 2023: Lei Jun presented Xiaomi’s Master MiLM with 1.3 billion parameters Arrived after successfully tested on mobile devices.
• MiLM achieves surprising scores on C-Eval and CMMLU benchmarking platformsIn the C-Eval classification, it ranked first in the parameter category and tenth in the general classification. The information on the GitHub page of the project reveals that the model in question, MiLM-6B, has 6.4 billion parameters.
• Xiao Ai, Xiaomi’s artificial intelligence-based voice assistant with more than 110 million monthly active users. Integrated with LLM functionsLike prolonged dialogue and intelligent answering of questions.

Xiaomi’s ChatGPT will even make its way into the SU7 car

Almost a year later, we jump to May 2024 and MiLM has officially passed the registration process for large modelsAccording to a recent announcement on the company’s Weibo account. With this, Xiaomi claims MiLM is ready to be integrated into its productsIncluding Xiaomi, Redmi and POCO phones, smart home devices and even the Xiaomi SU7 EV car and advanced robotics projects.

Advertising is also hints at the possibility of opening MiLM functions to a wider user base in the future. The C-Eval subject distribution highlights the strength of MiLM-6B in STEM (Science, Technology, Engineering and Mathematics) fields. The model achieved high accuracy scores across all 20 STEM subjects, Including metrology, physics, chemistry and biology.

Excellent in scientific fields, can be improved in abstract fields

Although the MiLM-6B achieves promising results in most liberal arts courses and in fields requiring ‘abstract thinking’ such as law, mathematics, programming and probability theory, They seem like areas that need improvement.

Social sciences are another field with mixed results: MiLM-6B achieved good accuracy in eight out of ten social science subjectsexcluding education and geography. Finally, when it comes to the humanities, the model performs well in history and law, while its accuracy in other subjects has yet to be determined.

Xiaomi’s artificial intelligence

When MiLM-6B overcomes a major obstacle, Now ready to be integrated into various Xiaomi products. Although its performance varies across subjects, the idea is that its use is “reusable.”shows promise in improving user experience in a variety of areasS”.

There is no doubt that MiLM and its thinking power can mark a before and after in the Xiaomi ecosystem and future products such as the next generation SU7 cars. Question,Should Xiaomi’s LMM be integrated into everything? Or are there devices in the ecosystem that do not need to have AI installed?

via | Gizmochina / Teknode / Xiaomi Weibo

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