A 2.78-trillion-parameter Kimi K3 running inference on a single CPU in 8.24 GB of RAM. Portable C99: no BLAS, no framework, no GPU.
sanoTTS (ΰ€Έΰ€Ύΰ€¨ΰ₯ = 'small' in Nepali): a ~294k-1.4m param neural TTS that runs on a $3 chip or in the browser. Leads SCOREQ/UTMOS in the sub-15M class.
A suite for the Paradise vpet to customize your rom.
A 14M-parameter LLM keeps a virtual fish tank alive on an $8 ESP32-S3 β distilled from a 26B teacher into 7.56 MB, no network.
Run the full 2.78-trillion-parameter Kimi K3 model, DeepSeek V4.1 Flash or GLM-5.3-Flash beyond available RAM by streaming activated weights directly from NVMe. A dependency-free, embeddable C inference engine.
3D CAD application
A parametric aircraft geometry tool
A 45M-parameter LLM: needle 2 running fully offline on an ESP32-S3, turning plain-English requests into guaranteed-valid JSON tool calls.
A schematic editor for VLSI/Asic/Analog custom designs, netlist backends for VHDL, Spice and Verilog. The tool is focused on hierarchy and parametric designs, to maximize circuit reuse.
A lightweight, portable parametric CAD application for electrical control panel layout design and documentation https://panelmaster.app
Distributed 56M-parameter LLM inference across 3 ESP32-S3 boards via ESP-NOW , Split-PLE + KV cache, fully offline.
CVE-2026-68138 Linux qdisc rate-table race local privilege escalation PoC
Natural-sounding streaming text-to-speech for the ESP32-S3: 4.4 M params, 4.9 MB, no cloud, no NPU
Linux Binder binder_free_transaction() process-lifetime use-after-free (CVE-2026-64468): unprivileged PoC + x86_64 LPE. Authorised security research.
A custom LLM runtime for the Sony PSP, running a 90M parameter language model locally.