From the source
The benefits of scaling data and model size, notes limited experience in scaling large models, references DeepSeek V3, and states that
Alibaba is developing Qwen2.
Qwen2.5-Max: Exploring the Intelligence of Large-scale MoE Model
From the source
It is widely recognized that continuously scaling both data size and model size can lead to significant improvements in model intelligence. However, the research and industry community has limited experience in effectively scaling extremely large models, whether they are dense or Mixture-of-Expert (MoE) models. Many critical details regarding this scaling process were only disclosed with the recent release of DeepSeek V3. Concurrently, we are developing Qwen2.
qwenlm.github.io
