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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.

#LLM inference
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C++
184
19
78 contributors
MIT License
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How fast sergqwer/strata-nvfp4 is gaining stars, and where it lands on Trendshift and GitHub Trending

Activity and trending

Stars, forks and merged pull requests each day or month, lined up with the repository's rank on Trendshift Trending

Oct 3 – Oct 22, 2026

Stars +166 in 20 days

01020
19

Forks +19 in 20 days

0123
3

Merged PRs 1 in 20 days

01
1

Trendshift Trendingwhere the repository ranked each day it made the top 25

Not in the Trendshift top 25 in this period

Oct 3Oct 6Oct 9Oct 12Oct 15Oct 18Oct 21
The left and right arrow keys step from day to day; Home and End go to the first and the last

Stars, forks, merged pull requests and Trendshift Trending rank, by day
DayStars gainedForks gainedMerged PRs
Sat, Oct 3, 2026+0+20
Sun, Oct 4, 2026+0+10
Mon, Oct 5, 2026+14+10
Tue, Oct 6, 2026+9+30
Wed, Oct 7, 2026+14+20
Thu, Oct 8, 2026+17+01
Fri, Oct 9, 2026+19+10
Sat, Oct 10, 2026+13+20
Sun, Oct 11, 2026+10+00
Mon, Oct 12, 2026+11+20
Tue, Oct 13, 2026+13+00
Wed, Oct 14, 2026+1+00
Thu, Oct 15, 2026+9+00
Fri, Oct 16, 2026+9+20
Sat, Oct 17, 2026+6+10
Sun, Oct 18, 2026+3+10
Mon, Oct 19, 2026+6+00
Tue, Oct 20, 2026+12+10
Wed, Oct 21, 2026+0+00
Thu, Oct 22, 2026+0+00
Total+166+191
  • 1#1 on the list
  • 7Rank that day
  • Not trending

Social mentions

Recent discussions about this repository across the web
  1. Oct 91 post

    • Daily Driving Qwen 3.8 Flash-Next MoE (NVFP4) on RTX 5090 + 128GB RAM — Telemetry & Impressions

      Read full on Reddit

      r/LocalLLM

  2. Oct 52 posts

    • ~188k warm ~60–67 tok/s: Qwen3.8-Flash-Next NVFP4 with Strata on a single RTX PRO 4500 32GB + 64GB DDR5.

      Read full on Reddit

      r/LocalLLaMA

    • ~188k warm ~60–67 tok/s: Qwen3.8-Flash-Next NVFP4 with Strata on a single RTX PRO 4500 32GB + 64GB DDR5.

      Read full on Reddit

      r/LocalLLM

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