just to note that #DeepSeek, just like Meta's Llama, is a great example of the release-by-blogpost model with shiny (handpicked) eval result tables https://dl.acm.org/doi/10.1145/3630106.3659005

free model weights, but no open data

"technical report" lacking crucial details

auditing & scientific scrutiny avoided