Oracle laid off ~13% of its staff to fund a $300B computing deal with OpenAI. Now, a credit downgrade and $7B in required power grid guarantees put the massive project in jeopardy.
If their models truly are reaching parity with new western models as many claim, then it can’t be from distillation alone, they must be gathering their own datasets too. It takes months to train a new model.
Also distillation only really saves you the data collection and preparation (categorization). Training is still expensive, as is inference. It’s likely architectural changes that are making their inference cheaper (MoE vs dense models for one), not sure if they’ve gotten any good methods for making training cheaper.
There is zero proof of distillation. Minimax 2.7 development was surrounded by moderate use of Claude. M3 is their latest generation, and pretty solid, but its performance cannot be attributed solely (or even 5%) to distillation, and that is only lab that has been accused of significant API use. These claims are all 3-4 months old by now, and Anthropic blocked China access after publishing the accusations. Repeated BS is BS from losers trying to lobby for support.
If their models truly are reaching parity with new western models as many claim, then it can’t be from distillation alone, they must be gathering their own datasets too. It takes months to train a new model.
Also distillation only really saves you the data collection and preparation (categorization). Training is still expensive, as is inference. It’s likely architectural changes that are making their inference cheaper (MoE vs dense models for one), not sure if they’ve gotten any good methods for making training cheaper.
There is zero proof of distillation. Minimax 2.7 development was surrounded by moderate use of Claude. M3 is their latest generation, and pretty solid, but its performance cannot be attributed solely (or even 5%) to distillation, and that is only lab that has been accused of significant API use. These claims are all 3-4 months old by now, and Anthropic blocked China access after publishing the accusations. Repeated BS is BS from losers trying to lobby for support.