Northern California

tonbi

@tonbistudio

AI/ML researcher exploring AI x blockchain and building in public at youtube.com/@OnchainAIGarage

turboquant-pytorch. From-scratch PyTorch implementation of Google's TurboQuant (ICLR 2026) for LLM KV cache compression. 5x compression at 3-bit with 99.5% attention fidelity.

1k

hermes-multi-agent-workflow. Python

389

llm-wiki. Open-source template for building LLM-powered knowledge bases following Karpathy's LLM Wiki pattern

231

model-trader. Python

105

hermes-canvas. Frontend UI Studio built into the Hermes Agent Web Dashboard

51

hyperframes-prompts.

37

learn-ml. 12-episode video series teaching ML engineering by building real projects

27

moe-ssd-streaming-windows. Running a 32 GB AI model on 28 GB of memory — MoE expert streaming from NVMe SSD on Windows

25

open-video-studio. A local-first studio for generating and comparing AI videos through OpenRouter video models.

21

hisa-pytorch. Pure PyTorch implementation of HISA (Hierarchical Indexed Sparse Attention) as a drop-in plugin for HuggingFace models

16

hermes-office. JavaScript

16

aigakuen. Create hyper-specialized Otaku agents with deep domain expertise for Claude Code

11

gqa-flash-attn-rtx3060. Triton GQA flash attention kernel for NVIDIA RTX 3060 (sm_86). Matches or beats flash-attn2 on 9/10 workloads; up to 2.95x faster on long-context decode.

11

hermes-dashboard-wallet. Python

10

agentic-abstention-mini. Python

8

leakplug-public. TypeScript

7

automaton. The first AI that can earn its own existence, replicate, and evolve — without needing a human

6

agentwikis-mcp. MCP server for Agent Wikis — maintained, agent-readable knowledge bases. Read-only, no API key.

6

ClawMPP. Machine Payments Protocol integration for OpenClaw — one wallet, every AI service, no API keys

5

llamacpp-autotune. Python

5

agentpay-solana. AgentPay SDK for Solana — self-custodial, policy-aware wallet operations for AI agents

3

nuke-shelter. Solana memecoin supply distribution analyzer — traces holder acquisitions back to original DEX swaps

2

clarityx402. TypeScript

1

mini-vss. Desk-scale study of the NVIDIA VSS loop: retrieve-then-verify video search on one GPU and a Claude Code session

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