You can now upgrade PyTorch without rebuilding vLLM. As of v0.33.0, vLLM ships LibTorch ABI Stable CUDA wheels, so you swap the torch wheel and import it, no vLLM rebuild to pick up a new PyTorch release. How @vllm_project, @RedHat, and @AIatMeta pulled it off:

New vLLM Office Hours on advanced model compression, with Kyle Sayers and @_soyr_. They cover: - LLM Compressor's sequential pipeline and data parallel schemes - Settings most users never change - What observers do and how they affect quantization error - Expert pruning with REAP and MoNE

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Keep seeing folks say crypto is "just gambling" Yeah it is lol. But so is everything else, sooner we acknowledge it the better > 500k / 2M mcap coin is a gamble, that's also why the r/r is so skewed > 50M / 200M mcap is also a gamble, just lower risk Earnings call is a gamble that whatever gets said isn't priced in yet, or better, that ur a better judge than the market Technicals? A gamble that the algos that have been selling get squashed by the buy algos math Gambling is basically just how you express your view on probabilities and everything in life is probabilistic Odds of you taking a step out of your house and Satoshi is waiting outside for you to hand you his keys? Low, but not impossible That's why you do the research, not to stop gambling but to make ur odds better Tldr life is a gamble, and you size accordingly