Bankr founder says on-device model is trained on anonymized agent sessions
The small model aims to keep user conversations with BankrBot agents private on their devices.
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Bankr’s @0xDeployer said the model is intended to run on a user’s device, with no cloud LLM reading trades.
@0xDeployer, the founder of Bankr, said on October 5, 2026, that he is training a small model to run on a user’s device using tens of thousands of anonymized BankrBot agent sessions.
In a post on X at 00:03 UTC, he said the goal is to keep a user’s conversation with their agent on their phone, without a cloud LLM accessing their trades. He did not disclose the model’s name, parameter count, or compatible devices, but he said he would share performance results.
BankrBot is a trading agent framework built on Bankr, a platform that distributes 95% of a 0.7% pool swap fee, or 0.665% of trading volume, to token creators, according to the platform’s documentation. Creators can claim fees at any time. Bankr vests 15% of token supply to creators over one year with a 30-day cliff, and it enforces a 2% wallet cap for the first five minutes after launch.
The training data comes from agent sessions, which record conversations and actions when a BankrBot agent runs. The post states the sessions are anonymized but does not describe the method, retention period, or where training occurs.
The announcement follows two other Bankr experiments this month. On October 2, 2026, @0xDeployer began a 10-day trading challenge in which a BankrBot agent traded without human intervention. The agent posted its first take-profit hit the same day, following a dry run with a 75% win rate, according to a post at 21:01 UTC. The live trade opened at base address 0xfb31f85a8367210b2e4ed2360d2da9dc2d2ccc95. The post did not disclose the initial trade size, the asset traded, or performance beyond the dry-run win rate.
On October 1, 2026, he said almost 25% of the BNKR token supply was staked, up from 15.4% on September 27, 2026. Bankr opened early staking on September 26, 2026, the same day @0xDeployer wrote that the company had bought back seven figures of BNKR to stream to stakers. According to Bankr’s staking documentation, rewards are paid in BNKR and streamed weekly, with each week’s batch released over seven days. A staker’s share depends on total weight staked.
The October 5 post did not say when the model would be released, whether it would be available to users outside Bankr, or how it would be evaluated.