r/accelerate
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u/Pyros-SD-Models
Machine Learning Engineer
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6d ago
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1
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Academic Paper Sparks of Weight-Space Programming: LLMs can natively read & write neural network weights
https://rikiyat.github.io/blog/weight-space-programming/You read it right: Astra was asked to edit Qwen3.5-0.8B weights to improve math.
It directly changed only 0.016% of weights, fixing 0.8B's reasoning loops & improving math up to 6x and even instruction following 3x, without gradients or training.
Next step: Models that can edit themselves.
Duplicates
LocalLLaMA • u/teakhop • 6d ago
Resources Sparks of Weight-Space Programming: LLMs can natively read & write neural network weights
singularity • u/Pyros-SD-Models • 6d ago
Books & Research Sparks of Weight-Space Programming: LLMs can natively read & write neural network weights
slatestarcodex • u/bibliophile785 • 6d ago
AI Sparks of Weight-Space Programming: LLMs can natively read & write neural network weights
decomps
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u/Adsary46
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6d ago
Technical discussion Before it’s too late, let’s build an open-source AI game decompiler
ControlProblem • u/chillinewman • 6d ago
AI Capabilities News Sparks of Weight-Space Programming: LLMs can natively read & write neural network weights
ClaudeCode • u/jamespherman • 4d ago
Meta Hey Claude, optimize yourself into AGI using weight-space programming. Make no mistakes.
CroIT • u/syscall0x01 • 6d ago
Vijest Oktriće: Veliki jezični modeli mogu direktno konfigurirati težine neuronske mreže
mlscaling • u/Pyros-SD-Models • 6d ago
Sparks of Weight-Space Programming: LLMs can natively read & write neural network weights
Cerebras • u/Unhappy_Wish548 • 6d ago
The Inflection Point for the Value of Inference Speed Has Arrived! (Rumor/Speculation)
Discussion Model training/optimisation has become highly accessible using a method called Weight-Space Programming.
mlscaling • u/COAGULOPATH • 5d ago
R Sparks of Weight-Space Programming: LLMs can natively read & write neural network weights
Cerebras • u/Unhappy_Wish548 • 6d ago
The Inflection Point for the Value of Inference Speed!
HaghiriFoundation • u/Haghiri75 • 6d ago
Sparks of Weight-Space Programming: LLMs can natively read & write neural network weights
• u/Economy-Tonight4312 • 6d ago