Quill LLM

a language model that runs entirely onchain Quill is live on @Base, the model's weights live inside a contract, and every character it writes is computed by the EVM itself no oracle, no server, no off-chain compute you call generate(), the chain does the math, text comes back the $QUILL token is now on Uniswap: 0x60a646e3fd75cde4c5b604b22d4fcd04639913c8

Most "decentralized AI" is a wallet bolted to an API, the model still runs on someone's GPU, and you trust them Quill doesn't, the forward pass is the Ethereum Virtual Machine A char-level neural net, int8-quantized, weights stored as raw contract bytecode via SSTORE2 and read back with EXTCODECOPY. Inference is pure integer arithmetic executed inside the block: no oracle, no off-chain compute, no trusted operator generate() is a free eth_call as the model isn't pointed at the chain: it's deployed as the chain And Quill is a model factory Train the model in your browser, deploy your own model onchain. Permissionless. Your weights, your contract, immutable the moment it lands Now building quill-attn-1, the next engine: a bigger architecture and onchain attention, same hard rule as everything before it

the future of Quill ↓ today: a decentralized LLM that runs entirely onchain. weights in a contract, every character computed by the EVM itself, generation free. live on Base, every opcode verifiable by anyone that's the floor. here's where it goes: → the wall fills up. Quill is a permissionless factory, anyone trains a model on their own text (a book, a codebase, lyrics, a group chat) and deploys it to Base in about a minute. the gallery is going to get gloriously weird → training moves fully in-browser, for bigger models. paste a corpus, watch the loss drop, publish onchain. no repo, no python, no server → a real creator economy. inscribe a generation and it lives onchain forever: and the model's creator earns QUILL for it. usage pays the builders → the hard one: a transformer that runs inside the EVM. attention, onchain the bet underneath all of it: AI keeps getting more closed, more centralized, more "just trust us." Quill is the opposite models that are data with an address, inference that's arithmetic anyone can re-run, a factory with no owner and no off-switch the models are small today, and we'll always say so. but the rails are real, they're live, and they belong to no one. onchain, decentralized AI. for real this time. come build with Quill

generating is free. inscribing (writing a generation on-chain permanently) costs QUILL and pays the model's creator quill.computer

a character costs ~974,000 gas of multiply-accumulate. but generate() is a view function, called as an eth_call, the node computes it and charges nothing a smart contract runs a neural net for you, for free

Quill is a language model that runs entirely onchain. no oracle, no server, the weights live in a contract on @Base, and every character is computed by the EVM itself how that actually works ↓

@base QUILL: 1,000,000,000 fixed supply burnable, no mint function, no owner, no admin keys, nothing upgradeable the engine and factory are open, verifiable Solidity; the models are pure onchain data

@base trying any model is free: it's an eth_call, the node computes it for you $QUILL is the currency of permanence: inscribe a generation and it's written on-chain forever the fee splits 70% to the model's creator, 30% burned

a language model that runs entirely onchain Quill is live on @Base, the model's weights live inside a contract, and every character it writes is computed by the EVM itself no oracle, no server, no off-chain compute you call generate(), the chain does the math, text comes back the $QUILL token is now on Uniswap: 0x60a646e3fd75cde4c5b604b22d4fcd04639913c8