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Niko1221 / Strata

Qwen3.8-Flash-Next on any consumer hardware: one-click install for Windows / Linux. Strata inference engine, OpenAI/Anthropic API on localhost, optional image input.

▲ ~1.9k/7d ★ 29k C++ today
Indras-Mirror / Xolotl

Xolotl (formerly Strata-DSV4.1): DeepSeek-V4.1-Flash, all 552B, on one gaming PC (RTX 4090 + 90 GB RAM) at ~27 tok/s, plus GLM-5.3-Flash, Qwen3.8-Flash-Next and Qwen3.8-27B. A heavily extended fork of Strata: MoE experts tiered across VRAM, pinned RAM and NVMe; OpenAI + Anthropic API.

▲ ~161/7d ★ 253 C++ today
CluvexStudio / Strata

An open-source file manager for Android: two panes, archives, APK and DEX editing, a code editor, network storages and an encrypted vault. No ads, no accounts, no tracking.

▲ 109/7d ★ 109 Kotlin 4d ago
VecSzn / PolyStrata

Run large AI models on your own PC: Qwen3.8-Flash-Next on Strata's engine, and GLM 5.3 Flash, DeepSeek V4 Flash, LFM2.5, Qwen3.6, Ornith 1.5, Gemma 4, Tiel Coder and MiniCPM-V on a second engine written for PolyStrata. One-click install for Windows and Linux, OpenAI/Anthropic API on localhost.

▲ ~63/7d ★ 318 C++ today
lgse / strata

The best file manager on Linux

▲ ~49/7d ★ 1.4k Rust today
QZYH123 / cunmu

存目 — 以你为主角的个人百科 / Strata — a personal encyclopedia about you

▲ 30/7d ★ 30 TypeScript today
atomicstrata / llm-wiki-compiler

The knowledge compiler. Raw sources in, interlinked wiki out. Inspired by Karpathy's LLM Wiki pattern.

▲ ~28/7d ★ 2.2k TypeScript 1d ago
hongfaqiu / strata-manager

Strata Manager makes Niko1221/Strata, the local LLM inference engine, easier to set up and use. Manage local models and services, monitor hardware and API usage, chat and tune inference. Open-source desktop app for Windows / Linux x64.

▲ ~28/7d ★ 30 Rust today
sergqwer / strata-nvfp4

Strata fork: Qwen3.8-Flash-Next 125B MoE in NVFP4 on one RTX 20-50 card (12 GB+) and 64 GB of RAM or more. Setup installs our GPTQ quants (huihui abliterated, OrcaRouter) from Hugging Face. CPU experts on AVX-512 or AVX2 (+AVX-VNNI), all experts in RAM from 92 GB, a low-RAM mode below, vision, W4A8 prompts. Windows / CUDA 13.

▲ ~21/7d ★ 184 C++ 1d ago
cristipufu / strata-files

Strata Files: a fast, native, keyboard-first file manager and Finder alternative for macOS. Instant search, live folder sizes, disk usage map, dual pane.

▲ ~21/7d ★ 54 Swift today
OpenGamma / Strata

Open source analytics and market risk library from OpenGamma

▲ ~7/7d ★ 978 Java today
yibie / strata-mlx

Qwen3.8-Flash-Next on Apple Silicon: an MLX engine that reads Strata's GGUF files and speaks its line protocol (unofficial)

▲ ~7/7d ★ 103 Python 3d ago
johngarciahq19v3 / Helldivers-2-Ultimate-Assistant

Ultimate assistant for Helldivers 2. Features: God Mode, Infinite Ammo, Infinite Grenades, Infinite Stims, No Reload, Unlimited Stratagems, Super Credits & Medals Farm, Infinite Mission Timer, and more. 20+ functions.

▲ ~7/7d ★ 42 Python 1mo ago
alphastrata / shadplay

Real-time wgsl visualisation tooling for educating oneself in the art of shader programming

▲ ~0/7d ★ 721 WGSL 10d ago
samvallad33 / vestige

Think before doing, prove before saving. Vestige is a local, deterministic safety kernel for AI agents. Every memory write and agent action is recorded in Strata, an append-only log, so you can see exactly what your agent did and why.

▲ ~0/7d ★ 653 Rust today
Goldwaterfung / Stratawright

Stratawright is an agentic DAW that your AI agent (Claude Code, Cursor, Codex) can natively control so you can focus purely on making music.

▲ ~0/7d ★ 123 C++ 10d ago
jsdvjx / dsh-strata

Session strata for the DeepSeek Harness Web GUI: the transcript's scrollbar becomes a to-scale, colour-coded map of the whole run, with your own messages emphasised and clickable anchors.

▲ ~0/7d ★ 101 JavaScript 1mo ago
coye2 / UNCANNY

UNCANNY is a real-time remaster engine for PC games and emulators with STRATA reconstruction, Motion Guard, REVENANT geometry/material upgrades, water recovery, optional DLSS5 and multi-API support.

▲ ~0/7d ★ 78 23d ago
juliankang4 / spark-scope

Read-only dashboard and rack panel for NVIDIA DGX Spark-class nodes, other NVIDIA GPU Linux machines and Apple Silicon Macs running vLLM, SGLang, TensorFold, llama.cpp, Strata or oMLX

▲ ~0/7d ★ 71 JavaScript 11d ago
SHODAN-HORAI / SHODAN-Stat-Editor

In-game stat editor for Helldivers 2: weapons, beams, stratagems and sentries. Press F8, change the numbers, saved for every launch.

▲ ~0/7d ★ 61 Lua 2d ago
SkyeShade / HD2Runtime

Semantic modding runtime and guarded API for Helldivers 2, with mapped weapons, stratagems, vehicles, boosters, backpacks, and more.

▲ ~0/7d ★ 48 Lua 1d ago
isichan-ai / Strata-GLM

Strata fork that runs GLM-5.3-Flash (320B-A18B, 157 GB) on one PC: RTX 5090 + 128 GB RAM + NVMe, ~30 tok/s chat. Fork of Niko1221/Strata (MIT).

▲ ~0/7d ★ 33 C++ 7d ago
m0m0x01d / strata

See why a web vulnerability works, not just how to trigger it — a single-file, zero-dependency security lab that renders a vulnerable app as a 7-layer cross-section. 17 labs, attacker & defender modes, AI-authorable.

▲ ~0/7d ★ 26 HTML 1mo ago
1314521gjy / cyber-on-strata

在 8 GB 显存的显卡上跑 35B MoE(Cyber-Tiel-Coder-35B-A3B):专家权重流式上卡、未命中专家由 CPU 池就地计算。Strata 引擎的 fork(MIT)。RTX 4080S 实测 8 GB 档 57.7–63.5 tok/s、全常驻 134–136 tok/s。Build from THIS repo — upstream does not support this model.