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sorry my verdict on Grok-4 is that it is not better than Opus for coding, and not better for o3 for reasoning. I don't think it has been trained on benchmarks, but I think its brain is deep friend into a problem-solution mindset that doesn't extend to real-world situations...

Just published a blog post where I highlight 10 ideas that stood out to me from the first lesson and first three chapters of the course reader from the AI evals course taught by Hamel Husain and Shreya Shankar. vishalbakshi.github.io/blog/posts/202…

Really like this set of standout ideas. We say a million things in the course reader and I love hearing what sticks / what's practical

Cool to see the PyTorch PR that made printing a ModuleList much more concise/cleaner github.com/pytorch/pytorc…

I made a simple tutorial how to fine-tune LLMs using (almost) same memory as needed for inference.

Nice. Late interaction on the document side, at the granularity of chunks. Just add it on the query side and do MaxSim and voila!

The PyTorch PR that changes "KB" to "KiB" in `torch.cuda.memory_summary()` because "we're talking powers of 2 not 10" github.com/pytorch/pytorc…

Been thinking about this, especially during the AI evals course.

Seeing ModernBERT and Ettin models being useful is heart warming

me trying to understand a PyTorch PR but there's no .py files

TIL the term "footgun"

TIL the term "releng"

Summoning the wisdom of the crowd once again: At the moment, what’s the most GRPOable small (all definitions of small: 7B, sub-4B, sub-2B) model? Is it still the case that Qwen is always ready to learn while the others are more hit and miss?

1 minute of Sascha napping (he loves the fan)

We’ve extended enrollment in our **last** live cohort on AI Evals until the end of this week! Here’s the syllabus (2 lessons per week): Week 1: Fundamentals & Lifecycle LLM Application Evaluation, Systematic Error Analysis Week 2: Implementing Effective Evaluations,

how much do I have to pay per month to get back emoji reactions during discord voice calls?

TIL about super().__getstate__() via this PyTorch PR: github.com/pytorch/pytorc…