yes pls.
i’ve never understood the recent notion in british politics that divesting power and resource away from london / oxford / cambridge is a good idea.
double down on what works and makes the uk globally competitive.
yes pls.
i’ve never understood the recent notion in british politics that divesting power and resource away from london / oxford / cambridge is a good idea.
double down on what works and makes the uk globally competitive.
introducing KPOP - a novel optimiser designed to leverage the massive 512GB RAM on the latest-gen M3 Ultra Mac Studios.
matches AdamW performance by using significantly larger batch sizes.
all on consumer hardware.
catch @MattBeton and @tychovdo presenting this at ICML
introducing KPOP - a novel optimiser designed to leverage the massive 512GB RAM on the latest-gen M3 Ultra Mac Studios.
matches AdamW performance by using significantly larger batch sizes.
all on consumer hardware.
catch @MattBeton and @tychovdo presenting this at ICML
We're doubling the number of Apple Silicon macs that can train together coherently every 2 months.
Our new KPOP optimizer was designed specifically for the hardware constraints of Apple Silicon and implemented using mlx.distributed.
We're doubling the number of Apple Silicon macs that can train together coherently every 2 months.
Our new KPOP optimizer was designed specifically for the hardware constraints of Apple Silicon and implemented using mlx.distributed.
.@karpathy shouted out my work on @exolabs at @ycombinator AI SUS!
“we use LLMs similarly to mainframes in the ‘70s - compute is timeshared by having a slice in the batch dimension. models will compress over time, and with this we’ll be able to run more on-device”
we use LLMs similarly to mainframes in the ‘70s - compute is timeshared by having a slice in the batch dimension
models will compress over time, and with this we’ll be able to run more on-device
thanks @karpathy for the shout out 🔥
Apple's timing could not be better with this.
The M3 Ultra 512GB Mac Studio fits perfectly with massive sparse MoEs like DeepSeek V3/R1.
2 M3 Ultra 512GB Mac Studios with @exolabs is all you need to run the full, unquantized DeepSeek R1 at home.
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I used to think that whilst LLMs may quickly exceed the clinical knowledge of physicians, they would lack the intangible ‘human touch’ that only physicians could provide . Looks like LLMs are already way more empathetic than physicians…
jamanetwork.com/journals/jamai…
This week's coffee chat should be off the hook!
Excited for the Founder of Tezos @ArthurB to join a discuss with @undiagnosed_1 and @chrs_cmrn at the intersection of Web3/governance and genomics...
...and also news from the big SynBio conference!
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