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pollius-env

v0.2.2

Published

Deploy RL environments on-chain (Pollius / Sui): verify → Walrus → register → Nautilus-attested epoch.

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Links

Git

Maintainers

makimakiverrmakimakiverr

Keywords

suirlreinforcement-learningwalrusnautilusverifiablecli

Readme

pollius-env

Deploy reinforcement-learning environments on-chain on Sui, the way Pollius does it: validate the dataset, upload it to Walrus decentralized storage, register an Environment object, and (optionally) run one verification epoch on a sample OSS LLM that is attested by a TEE (Nautilus / AWS Nitro enclave) and recorded on-chain as an EpochAttestation.

Install

npm i -g pollius-env
# or run without installing:
npx pollius-env deploy ./my-env --epoch

Usage

pollius-env deploy <dir> [--epoch] [--name "<env name>"]
  • <dir> — an environment bundle directory (see layout below).
  • --epoch — also run one attested verification epoch and mint an on-chain EpochAttestation bound to the new environment.
  • --name "<env name>" — override the environment name from manifest.json at deploy time (handy for scripting multiple variants from one bundle). Also accepts --name=<value>.

Bundle layout

my-env/
  manifest.json   { "name", "description"?, "tags"?, "system"?, "grader"? }
  dataset.json    [ { "question": "...", "answer": "..." }, ... ]
  reward.py       (optional) grader code, uploaded to Walrus for transparency

Configuration

Read from the environment, or from a .env.local file in the current directory:

| Variable | Required | Default | | ------------------------- | -------- | -------------------------------------------- | | NEXT_PUBLIC_PKG_ID | yes | — | | NEXT_PUBLIC_SUI_NETWORK | no | testnet | | PY_VERIFIER_URL | no | http://localhost:8077 | | WALRUS_PUBLISHER | no | https://publisher.walrus-testnet.walrus.space |

On-chain registration uses your local Sui CLI keystore (sui client active-address); the tool never handles private keys.

What it produces

✓ Environment deployed on testnet
  env object  : 0xde75…              # shared Environment (anyone can read)
  artifact    : walrus://3Znq…       # manifest blob → dataset + reward.py
  suiscan     : https://suiscan.xyz/testnet/object/0xde75…
  attestation : https://suiscan.xyz/testnet/object/0x9b79…   # with --epoch

You receive an owned, tradable EnvironmentCap (authority over the env) and, with --epoch, an EpochAttestation proving the env ran a TEE-attested baseline epoch.

License

MIT