strata

Open source analytics and market risk library from OpenGamma

Xolotl: run DeepSeek-V4.1-Flash, all 552B, as a local coding agent on one gaming PC (RTX 4090 + 110 GB RAM): ~33 tok/s on agent tasks, ~41 in fast mode, 512K context. Plus GLM-5.3-Flash, Qwen3.8 and LFM3-Omni. MoE experts tiered across VRAM, pinned RAM and NVMe, with Xolotl Direct NVMe->VRAM. OpenAI + Anthropic API.

ML software (llama.cpp, ComfyUI, Strata, Maya, ...) builds for AMD gfx906 GPUs, e.g. Radeon VII / MI50 / MI60

Strata minus the bullshit. clone, rsync to prod, compile and go

Rust implementation of the Strata chain

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.

Qwen3.8-Flash-Next (125B MoE) up to 1M context on one or two RTX cards (tuned on 3080 10gb). A measured, tuned and benchmarked fork of Strata.

改善 Qwen3.8 輸出模板（chat template）：修工具呼叫格式、繁中輸出與思考標籤問題

Qwen3.8-Flash-Next 177B MoE (IQ3_S 3.44bpw) on RTX 5090 Laptop 24GB: full-model quality @ 97.7 tok/s · dual-lane 256K full-context unlocked on Strata 0.1.50 · 486K tokens in flight · 60+ measured rounds, 5 quant tiers · 中英双语实测实录

ComfyUI nodes for Strata: text, structured prompts, vision and managed local inference with GPU handoff. Publisher: t8star.

Strata 0.2.3 (engine 0.1.48) for AMD gfx906 (MI50/MI60/Radeon VII): rocBLAS solution table, Qwen3.6/Ornith engine restored, DFlash2 build fix, web configurator, portable (no AVX-VNNI needed). Docker: xxdoman/strata-mi50:latest

Strata - a Semi-Structured Data plugin for Dokuwiki

Reference Implementation of the Strata Bridge

monitor for a local LLM runtime (llama-swap, NInfer, Strata, more) -- metrics ported to berth.

Take turns on one GPU: hand it between a local LLM (e.g. Strata, driven by an agent like pi), ComfyUI and any other workload, never interrupting running work.

Excel bindings for OpenGamma's Strata library

Qwen3.8-Flash-Next on 2x RTX 3090: 150 tok/s on code, 262K context. Strata 0.2.10 + unsloth UD-IQ4_XS + DFlash2. Full recipe, refusal vectors, session patch, raw benchmark traces.

A sandbox nation-simulation RPG: settlements, resources and rival nations evolve around you. C# on the Strata engine, playable on desktop and in the browser.

双 V100 (SXM2/NVLink) 运行 Strata 引擎：Flash-Next 125B MoE SM70 实验通道编译移植、peer-tier 双卡部署实录与深度基准（解码 59~63 tok/s / Prefill 765 tok/s）

Maya (Strata) without all the bullshit