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.
How fast mach10x/strata 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 6 – Oct 22, 2026
Stars +68in 17 days
051015
14
Forks +19in 17 days
0510
7
Merged PRs 0in 17 days
01
Trendshift Trendingwhere the repository ranked each day it made the top 25
Not in the Trendshift top 25 in this period
Oct 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
Day
Stars gained
Forks gained
Merged PRs
Tue, Oct 6, 2026
+0
+7
0
Wed, Oct 7, 2026
+1
+1
0
Thu, Oct 8, 2026
+11
+0
0
Fri, Oct 9, 2026
+8
+2
0
Sat, Oct 10, 2026
+14
+1
0
Sun, Oct 11, 2026
+6
+2
0
Mon, Oct 12, 2026
+9
+2
0
Tue, Oct 13, 2026
+2
+0
0
Wed, Oct 14, 2026
+5
+2
0
Thu, Oct 15, 2026
+3
+0
0
Fri, Oct 16, 2026
+0
+0
0
Sat, Oct 17, 2026
+0
+0
0
Sun, Oct 18, 2026
+2
+1
0
Mon, Oct 19, 2026
+3
+0
0
Tue, Oct 20, 2026
+1
+1
0
Wed, Oct 21, 2026
+3
+0
0
Thu, Oct 22, 2026
+0
+0
0
Total
+68
+19
0
1#1 on the list
7Rank that day
Not trending
Social mentions
Recent discussions about this repository across the web
1 post
Testing Strata to run 125B Qwen3.8-Flash-Next locally on an 8GB VRAM GPU. Full offline chat, vision, & code gen with zero censorship or rate limits. Huge win for local AI workflows. Details below ⬇️…
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.
Qwen3.8-Flash-Next (125B MoE) on a 8GB+ NVIDIA GPU: one-click install for Windows / Linux. Strata inference engine, OpenAI/Anthropic API on localhost, optional image input.
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.
Open source inference engine that tunes its kernels on your hardware to find the fastest way to run each model. 2x faster than Ollama. Works on Apple Silicon, NVIDIA, AMD, or just a CPU.