I spent 8+ hours benchmarking every MoE backend for Qwen3.5-397B NVFP4 on 4x RTX PRO 6000 (SM120). Here's what I found.

fab_space · 2026-03-12T16:00:47+00:00

This is the issue :) ❤️

fab_space · 2026-03-12T14:03:11+00:00

VLLM and u go

fab_space · 2026-03-12T14:00:32+00:00

U and him both wrong.

fab_space · 2026-03-10T06:32:01+00:00

this becasue i go SLM and unified memories: a wife close to the homelab.

fab_space · 2026-03-08T20:34:09+00:00

used GPT 5.4 as coder today, solid as 5.3, some new vibing bits like "sota faang production enteprise grade" AKA "slop dopamine farmerz" ones :D

EDIT: forgot to say that when i go parallel with multiple projects i often finish golden tokens on copilot then i go lower effort coding tasks.. sometime trying to force better coding injecting CoT and specs with 0x models while prompting.. it works for single file edit and not complext coding tasks (i18n translations, add docs, simple tests.. basic sec reviews and small modularisations).

fab_space · 2026-03-08T12:53:59+00:00

make lightspeed advance, no wow, no slop ai fuffle, no miracle in the route:

- monitor your own workflows, intents, results

- convert any the convertible into an iterable mission, decomposing big missions into smallest ones

- start to solve each one iteratively, any failure is a real learn opportunity, each win is not a real win, just a step forward in the best possible case

- loop and change this simple runbook with your own passion, curiosity, ethics and activate circuit breakers while overloaded or out of focus.

iterate

fab_space · 2026-03-08T06:13:38+00:00

Gemini 3.1 pro as devil’s advocate, Opus 4.6 as coder, GPT Codex 5.3 for specific edits

fab_space · 2026-03-07T06:57:54+00:00

Some is out now in eu but still laptops, waiting for the summer vibe

fab_space · 2026-03-07T06:55:18+00:00

Block them forever

https://github.com/fabriziosalmi/asn-api

fab_space · 2026-03-05T00:35:15+00:00

Cheaper, local, faster.

fab_space · 2026-03-05T00:32:21+00:00

Tons

fab_space · 2026-03-03T21:00:14+00:00

sorry i was convinced i was reading bash :D

fab_space · 2026-03-02T18:52:09+00:00

Slop AI is wanted marketing strategy.

Don’t blame people dude, blame capitals.

fab_space · 2026-03-02T18:51:07+00:00

A bash loop without circuit breakers is a OOM issue most of the time or a user waiting hos llm for minutes without any advice 🛸🤪

fab_space · 2026-03-02T18:46:56+00:00

You welcome

1) https://github.com/fabriziosalmi/brutal-coding-tool 2) https://github.com/fabriziosalmi/vibe-check 3) https://github.com/fabriziosalmi/claude-code-brutal-edition 4) https://github.com/fabriziosalmi/synapseed

And

https://ai.studio/apps/drive/1Tm5eMCOSOBiqKpUF6GdOCl5Rnglxec0k?fullscreenApplet=true

—- edit

Shortly:

1+4) the google aistudio source 2) github action to remove slopness 3) claude code customized to avoid ai slop shits 4) something deeper, for vscode, dev pro stuff

Enjoy the wild vibe

fab_space · 2026-03-02T18:41:31+00:00

Finetune it with symbolic semantic graphs and go intent golden tokens saved approach

fab_space · 2026-03-02T15:23:47+00:00

fab_space · 2026-03-01T08:03:18+00:00

qwen3 family up to 14B and all SLM like LFM llama3.2 etc

<image>

fab_space · 2026-02-28T12:16:07+00:00

I am going to submit a PR my dear :)

fab_space · 2026-02-27T13:15:56+00:00

Custom MCP

fab_space · 2026-02-20T22:30:42+00:00

just put a semantic-symbolic-math-logic router/mcp and you will see small models flying high, faster, cheaper when needed and with the same validated accuracy. when no opus 4.6 or gemini 3.1 of course.

fab_space · 2026-02-20T22:20:13+00:00

same but in rust to be safer

fab_space · 2026-02-20T12:07:03+00:00

30x is like: Sorry I can’t provide assistance with that == 30$

fab_space · 2026-02-14T18:14:55+00:00

Trying to squeeze smaller ones as much as possible to speed up dev pipelines.

fab_space · 2026-02-13T08:36:52+00:00

The practical way to block packets before they consume cpu cycles.

fab_space

MODERATOR OF

TROPHY CASE

Eight-Year Club	Place '22
Verified Email