Challenges

► Mainstream open-source models in the industry do not support Thai language well. In addition, the open-source model does not open datasets and cannot be optimized. As a result, the Thai Q&A effect is poor. Therefore, Thailand DTGO develop the native Thai foundation model.

 

► Foundation model technologies are frequently updated and iterated. If a self-built data center is used to train DTLM foundation models, the infrastructure construction period is long and the AI cluster O&M technology is difficult.

Why Huawei Cloud?

Ascend AI Cloud Service

The Ascend AI cloud service provides out-of-the-box computing services for DTLM foundation model training and inference.

LLM Inference Service Elasticity

The LLM inference service has an obvious tide phenomenon. The cloud computing power can be elastic on demand, ensuring that the customer's service curve is consistent with the investment curve, ensuring quick service rollout and no waste of investment.

Low-latency Service Experience

Huawei Cloud Hong Kong nodes provide excellent network experience in the Asia-Pacific region. Compared with competitors, Huawei Cloud Hong Kong nodes have a 15% latency advantage, ensuring low latency of model inference services.

Solutions

  • ► The Ascend AI cloud service provides enterprises with fast AI computing power services at their fingertips. It covers the Asia Pacific region through Hong Kong. The average network latency is as low as 27.6ms, ahead of other cloud service providers. The unique multi-level recovery mechanism and complete tool chain of Ascend AI Service can ensure continuous training for 40 consecutive days. The task recovery time is less than 10 minutes, providing the best computing power for the development and running of large models and AI applications.

Customer Benefits

  • The Ascend AI cloud service implements stable model training and fast iteration for DTLM Thai-Chinese-English language model, whose results exceed other Thai LLMs in the MMLU (Massive Multitask Language Understanding) benchmark test.

    The Ascend AI cloud service implements stable model training and fast iteration for DTLM Thai-Chinese-English language model, whose results exceed other Thai LLMs in the MMLU (Massive Multitask Language Understanding) benchmark test.

  • DTGO has applied the DTLM Thai model to the internal customer service system of the group and applied it to the government, sales, and retail fields.


    DTGO has applied the DTLM Thai model to the internal customer service system of the group and applied it to the government, sales, and retail fields.