galeos

Is there scope to implement ternary models using this approach to minimise die area of the model parameters?

How did you find ModernBERT performance Vs prior BERT models?

You can try out the model in a demo they have setup: https://bitnet-demo.azurewebsites.net/

My understanding is that BERT can still outperform LLMs for sentiment classification?

These are MLPerf training results. I think current ternary quantization research is focused more on speeding up inference?

We were also allowed to borrow and re-shrinkwrap games at the Game store I worked in, in the UK, in 2000. Seemed like official company policy to give us better product knowledge!

What a clear explanation of what correlation actually is!

In the UK the tax incentives for Electric cars may be skewing demand towards new Vs secondhand EVs.

I can lease a new EV via my employer's salary sacrifice scheme. I can pay my lease payments from my pre-tax income. There is an additional tax due on cars leased this way in the UK called Benefit-in-Kind tax (BIK). The rate of this tax is fairly high for petrol/diesel cars but for EVs is currently near zero (based on 2% of the car's value).

The problem is that most of the major lease firms that operate these programs for employers only offer new vehicles. Ideally I would like a nearly-new EV. I have escalated and apparently our lease provider (Tusker) are looking at rolling this out in the first half of this year. I currently know of only one other lease firm that offers this option. I suspect is in the interest of lease firms to prop up the value of the used EV market, but this depends also on their margins on new vehicles. I wonder if it would make sense for the tax incentives for used Vs new EVs to be rejigged to avoid incentivising unnecessary new car production?

Not tested. No issues at all with bread.