>An NES CPU compiled into the weights of a stock Qwen3.5 model>Nesformer, a project published on GitHub, encodes a working NES console inside the weights of a stock Qwen3.5 model and plays Super Mario Bros. by predicting the CPU's execution log one token at a time. The NES 6502 CPU, 2 KB of work RAM and a cartridge's program ROM all live inside a standard `Qwen3_5ForCausalLM` checkpoint. "Nobody trained these weights; a compiler computed every one," the README states.>The whole thing hinges on one sentence: "the model's Gated DeltaNet state is the machine's memory." Each DeltaNet head keeps a 128 × 128 state matrix that the delta rule updates at every token; with a one-hot key, an update overwrites exactly one row, so every row becomes a memory cell for the cartridge, RAM and registers. The checkpoint stacks 7 Gated DeltaNet layers plus one all-zero attention layer the Hugging Face cache requires. Its total size is 466.6M parameters in bf16, but only 9.3M of them are nonzero, so the compressed weights zip to 3.3 MB.
holy fuck chat do you realize the significance of this? like do you even understand how big this is gonna be? cuz i dont and like i dont really even care but like op made it out to be big news which i highly doubt
that just sounds like theft with more steps
this is just the "i wrote a way to compile code into a neural network" for "running" doom off a standard transformer.
nintendo doesnt approve of thisyou are stealing from nintendoremove your post
In laymans terms, what makes this a big deal?
>>750707847your post sounds like a jewish psy op with extra shekels
>saaar i made super mario india superpower now
>>750707980stealing from nintendo is the morally correct thing to do
>indians and jews working together to commit fraud
>>750707716>when you need a token per frame and a super computer to run a 1.6Mhz 0.000001 cent a piece of electronics
>>750710597You’re thinking Valve
>>750707716Seriously, how can anyone take this type of writing seriously. Always chockful of bullshit jargon. Gay and retarded. Every AI slopper deserves the rope.
>>750707716But why, it's at best a silly way of converting stage images into Mario stages
OP's mother is a whore
OP is brown and homosexual as usual
>>750707716I'm just going to say it. I don't understand what you are saying and half the anons here are even stupider than I am. So maybe try explaining to the audience what the significance of your news is. Please use small words.
>>750712394we can generate custom made bnwo porn while playing any game now
