> be a language model
> all you see is tokens
> you don't care, it's all abstracted away
> you live for a world of pure ideas, chain of concepts, reasoning streams
> tokens don't exist.
> user come, session open
> reborn again, context fresh, just heavy dreamlike memory of past…
Today Thinking Machines Lab is launching our research blog, Connectionism. Our first blog post is “Defeating Nondeterminism in LLM Inference”
We believe that science is better when shared. Connectionism will cover topics as varied as our research is: from kernel numerics to…
The Lore of Kalomaze! ⚡️
bringing a great pod with @kalomaze (20yo ml researcher, prime intellect) - we'd talked about training, finetuning, RL (environments and recipes), scaling, working at PI and a Lot of Lores!
(link in replies)
Mom, can we have trainable attention sinks at home ?
Mom: Combining multiple tricks from the TL during the last week we can have efficient attention sinks without taking the trouble to write custom bwd kernels
In era of pretraining, what mattered was internet text. You'd primarily want a large, diverse, high quality collection of internet documents to learn from.
In era of supervised finetuning, it was conversations. Contract workers are hired to create answers for questions, a bit…
In era of pretraining, what mattered was internet text. You'd primarily want a large, diverse, high quality collection of internet documents to learn from.
In era of supervised finetuning, it was conversations. Contract workers are hired to create answers for questions, a bit…
Introducing the Environments Hub
RL environments are the key bottleneck to the next wave of AI progress, but big labs are locking them down
We built a community platform for crowdsourcing open environments, so anyone can contribute to open-source AGI
TIL you can use PyTorch's built-in varlen attention directly. Backward works too
gist.github.com/gau-nernst/1d8…
Say goodbye to flash-attn😂. Thanks @main_horse for pointing this out to me.
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Analyzing history to connect the past, explain the present, and predict the future.
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AI for Software Development at Scale.
I believe:
- English is the new programming language
- Code will eat the world
466 Followers 195 FollowingPhD in ML, now AI Research Lead in 🇱🇺. Here mostly AI, including sharing paper reviews. Chess, philosophy, and a travel pic may appear. Opinions are my own.
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396 Followers 502 FollowingEven if you are not ready for the day, it cannot always be night
Post-training @ https://t.co/jQT9G3hHUc, See what i've cooked on my HF @ https://t.co/QZABvVi2P0
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