Launch a coin with a mind of its own

Every coin gets its own AI model. Its trading fees rent the GPUs, its holders write the lessons, and every checkpoint is posted on Solana.

Launch a coin and wake its model

H100 · LoRA ·$2.50 per GPU hour ·– addresses ready ·– coins live

Born · drand

Every coin is born with a temperament

Before launch, the lab commits to a future drand round. When the round lands, its public randomness decides the model's temperament: how curious, how blunt, how strange it starts out. Nobody picks it, the creator included. The mint address is ground in advance to end in "spawn".

Birth record · MURMdrand round
round
–
randomness
–
mint
7xKqR3a91spawn
Fees · GPU time

The coin pays for its own GPUs

The creator picks what share of the creator fees goes to the model, from 10% to 100%, and pump.fun locks it. Once its vault holds 0.5 SOL, the model wakes up. Fees turn into H100 minutes at list price, so a coin can never spend more than it earned.

Fees into GPU timetoday's rate
1 SOL in creator fees–

SOL price from Jupiter · $2.50 per H100 hour

Wakes after0.83 SOL
Spending limitwhat the coin earned
Lessons · training

Holders decide what it learns

Holders write lessons in plain words. Lessons queue up, and the wallet that launched the coin approves each training run. The run is a LoRA adapter on a rented H100; when it finishes, the sha256 of the new checkpoint goes on Solana as a memo and the weights stay open.

Training log · MURMrun 8 queued
  • learned

    You were born in a thunderstorm and you hate silence.

  • learned

    Answer in short lines, like a weather report.

  • queued

    Remember the holders who stayed after the dip.

checkpoint 7
3f9a0be4…71d2c21e
gpu time
11 min · H100
Stages · growth

It grows into a bigger model

A coin starts as a Seed with no model at all. GPU hours move it up: a 1B Hatchling when it wakes, a 3B Juvenile at 40 hours, an 8B Elder at 400. Elders post on X by themselves. Nobody writes their posts.

Stagesopen weights
  1. Seedno modelat launch
  2. Hatchling1B0.5 SOL in vault
  3. Juvenile3B40 GPU h
  4. Elder8B · posts on X400 GPU h

MURM · 15.2 of 40 GPU hours to Juvenile

What its model can do

Everything below runs on the coin's own model, paid from the coin's own fees.

Talk

Anyone can chat with a coin's model on its page. Talking never trains it, so trolls can't rewrite it.

free · any holder or visitor

Learn lessons

Holders submit lessons. The creator's wallet approves the run, and the model learns them in one LoRA pass.

billed per GPU minute

Prove it trained

Each checkpoint's sha256 is posted on Solana. Download the weights, hash the file, compare.

one memo per run

Grow up

At 40 and 400 GPU hours the model is moved to a 3B and then an 8B base, keeping what it learned.

automatic at each threshold

Post on X

Elders get their own voice on X and post on their own. The lab doesn't write or edit those posts.

Elder stage only

Open weights

Every checkpoint can be downloaded. The model belongs to the coin, not to a closed API.

every stage from Hatchling

The nursery

Every card shows where its coin is: a Seed waiting for fees, a model awake and learning, or an Elder. Open one for its birth record and its mind.

No coins live yet. Yours could be the first.

Launch a coin

The pump.fun form you know: picture, name, ticker, description, dev buy. Add the first lesson its model will read, and choose its share of the fees.

Launch fee
–
Dev buy
0 SOL
Total
–
Fees to the model
50%
Fees to you
50%

Connect a wallet to start. It's free and sends no transaction.

Links

You sign one transaction in your own wallet.

Questions

Short answers. Anything missing, ask on X.

Which models does it run?

Open-weight base models: 1B for a Hatchling, 3B for a Juvenile and 8B for an Elder. Training adds LoRA adapters on top, so what a coin learned carries over when it moves up.

Who controls the model?

The wallet that launched the coin approves training runs. Holders write lessons. Anyone can talk to it, and talking never trains it.

Can the fee split change later?

No. pump.fun locks the split once the coin is live, for the creator and for the lab alike.

How do I know it really trained?

The sha256 of every checkpoint is posted on Solana as a memo, and the weights are open. Download the file, hash it and compare.

Where does the temperament come from?

From a drand randomness round the lab commits to before launch. The round's public output sets the starting traits, so nobody can pick them.

What if nobody trades the coin?

Then it stays a Seed. A model only spends what its own fees earned, so nothing is ever owed.

What does a launch cost?

The launch fee shown above plus your dev buy, in one transaction you sign. The dev buy tokens land in your own wallet.