Examples

Every example is a standalone program under examples/ in the repository, built by zig build; each page below is that example's README, verbatim.

• Engram — conditional n-gram memory grafted onto Qwen3
• es-spirals — evolution-strategies training from scratch
• es-ternary-spirals — ternary-native ES over packed TQ2_0
• Gemma 4 26B-A4B — MoE chat
• pockettts — Pocket TTS v2 (kyutai) in pure Zig
• ptqtp-qwen3 — PTQTP-decorate a Qwen3 GGUF and compare NLL
• ptqtp-spirals — post-training trit-plane quantization, self-verifying
• Qwen3.5 / Qwen3.6 — Gated-DeltaNet hybrid loader/parity harness
• qwen3tts — Qwen3-TTS text-to-speech from GGUF
• shine-train — train the SHINE hypernetwork (LoRA or cartridge readout)
• smoke — minimal tensor/autograd sanity demo
• spirals — optimizers, checkpointing, resume, inference