Andrei Mahalean mahalel

Local Qwen 3.6 35B-A3B (Q8) Setup with `llama.cpp`, MTP & Vision

A complete, reproducible guide for running Qwen 3.6 35B-A3B (Q8_K quant) locally with Multi-Token Prediction (MTP) and image/vision support using llama.cpp.

📥 1. Download from Hugging Face

# Option A: huggingface-cli (recommended for large models)

Multiple GitHub accounts (Work vs Personal)

This setup uses some tricks to ensure that the right email/name/ssh-key is used for the right repos without having to think about it ever again.

First generate two SSH keys, ~/.ssh/id_ed25519 and ~/.ssh/id_ed25519_work
Add one key to your personal account and the other to your work account

`.ssh/config`

Migrate-GitlabToDevops

Dependencies

You will need an access token from azure devops. Get yours here. This script will need contributor access to the project in question.

How to run

# populate user map in Map-IssueToWorkitem

Python script to convert DBF database file to CSV

First download dbfpy: http://sourceforge.net/projects/dbfpy/files/latest/download?source=files
Then install: sudo python setup.py install

To convert DBF file to CSV:

./dbf2csv database.dbf

Copy the default template of openssl.cnf to a writable location.

cp /System/Library/OpenSSL/openssl.cnf src

Uncomment the req_extensions = v3_req

req_extensions = v3_req # The extensions to add to a certificate request

Add subjectAltName to v3_req section

	#!/usr/bin/env bash

	set -Eeuo pipefail
	trap cleanup SIGINT SIGTERM ERR EXIT

	script_dir=$(cd "$(dirname "${BASH_SOURCE[0]}")" &>/dev/null && pwd -P)

	usage() {
	cat <<EOF
	Usage: $(basename "${BASH_SOURCE[0]}") [-h] [-v] [-f] -p param_value arg1 [arg2...]

	# boot-url points to an nfs URL
	# sanboot-url points to an http URL
	# ubuntu-version contains 18.04.3
	# ubuntu-release contains bionic

	:ubuntu
	echo Booting Ubuntu from iSCSI for ${initiator-iqn}
	set root-path ${base-iscsi}:${hostname}.boot.ubuntu
	sanboot ${root-path} \|\| goto failed
	goto start

	/*
	* Creates an XEvent session utilizing the 'Trace' event added to SQL 2016
	* This event will capture the protocol negotiation details of all TLS connections
	* This allows you to capture how many connections are being made and with what
	* protocol version and cipher.
	* This information can be used to predict the impact of disabling a given
	* protocol version or cipher suite before taking such actions.
	*/

	CREATE OR ALTER PROCEDURE usp_get_tls_connection_stats