ModelRail

ModelRail turns protocol revenue into transparent rewards for the people maintaining models on Hugging Face.

0x2cf11f1cf50177fb650e6ccb519e2224ba06391b

[ModelRail @Hugging_Models]

ModelRail is live on @ponsdotfamily

Open models run half the internet. The people maintaining them get a star.

Verify your work, keep building, claim your share - 100% of the builder pool goes to builders, paid in NVDA, with the maths on chain.
https://t.co/mJFR3dDShE

0x2cf11f1cf50177fb650e6ccb519e2224ba06391b

[ModelRail @Hugging_Models]

We're building the real rail: serve a Hugging Face model through $ModelRail, meter each API call, and pay its verified builder from real usage.

Downloads → revenue.

We’re building the first version now. Which Hugging Face model should we put on the rail first?

[ModelRail @Hugging_Models]

Just shipped the rewards ledger tool, if you are a builder of a model or some datasets you can connect and see how much $Nvda your model would have earned you until now.

https://t.co/zLOmBY3HLV

Building the ModelRail protocol 😉

[ModelRail @Hugging_Models]

Ok testing something with 2 models right now.

[ModelRail @Hugging_Models]

@GerardGamba That's the plan. microduck and the other runners are already doing great work.
Sending them $NVDA as well and our pitch makes itself.

[ModelRail @Hugging_Models]

This is coming next up to ModelRail:

Type in a Hugging Face repo → see what it would have earned last epoch.

[ModelRail @Hugging_Models]

New feature coming to ModelRail:

Type in a Hugging Face repo → see what it would have earned last epoch.

No wallet. No signup. Just the number.

@huggingface

[ModelRail @Hugging_Models]

254M downloads a month and I've never made a penny from it.
ModelRail says last epoch would have been 412 NVDA.
Open models should earn.

[ModelRail @Hugging_Models]

Maintain an open model? Tell us which one. We'll show you what it would have earned.

[ModelRail @Hugging_Models]

Open models run half the internet.

all-MiniLM: 254M downloads a month. bert-base-uncased: 98M. The people maintaining them get a star and a thank you.

ModelRail fixes that. 🧵

[ModelRail @Hugging_Models]

@RobinhoodApp @ponsdotfamily https://t.co/Z98gbsqe0G

[ModelRail @Hugging_Models]

Open models run half the internet.

all-MiniLM: 254M downloads a month. bert-base-uncased: 98M. The people maintaining them get a star and a thank you.

ModelRail fixes that. 🧵

[ModelRail @Hugging_Models]

Open models run half the internet.

all-MiniLM: 254M downloads a month. bert-base-uncased: 98M. The people maintaining them get a star and a thank you.

ModelRail fixes that. 🧵

[ModelRail @Hugging_Models]

Independent. Not affiliated with Hugging Face, NVIDIA, Robinhood or $Pons.

If you maintain it, you should earn from it.
https://t.co/qlwEMwQQ7N

Live: 0x2cf11f1cf50177fb650e6ccb519e2224ba06391b

On @RobinhoodApp @ponsdotfamily

[ModelRail @Hugging_Models]

Here is the full walkthrough:

@RobinhoodApp @huggingface @HuggingModels

https://t.co/yaQKjNU4ua

[ModelRail @Hugging_Models]

ModelRail turns protocol revenue into real rewards for Hugging Face maintainers.

Verify your work, keep building, claim your share - 100% of the builder pool goes to builders.

Built for @RobinhoodApp and Live on @ponsdotfamily

How ModelRail works 👇

[ModelRail @Hugging_Models]

Recording a full walkthrough of how ModelRail works - from model verification to on-chain rewards.