rain-1

This worked on 14/May/23. The instructions will probably require updating in the future.

llama is a text prediction model similar to GPT-2, and the version of GPT-3 that has not been fine tuned yet. It is also possible to run fine tuned versions (like alpaca or vicuna with this. I think. Those versions are more focused on answering questions)

Note: I have been told that this does not support multiple GPUs. It can only use a single GPU.

It is possible to run LLama 13B with a 6GB graphics card now! (e.g. a RTX 2060). Thanks to the amazing work involved in llama.cpp. The latest change is CUDA/cuBLAS which allows you pick an arbitrary number of the transformer layers to be run on the GPU. This is perfect for low VRAM.

• Clone llama.cpp from git, I am on commit 08737ef720f0510c7ec2aa84d7f70c691073c35d.

cartermp

using OpenTelemetry;
using OpenTelemetry.Logs;
using OpenTelemetry.Resources;
using OpenTelemetry.Trace;

var builder = WebApplication.CreateBuilder(args);
var app = builder.Build();

var appResourceBuilder = ResourceBuilder.CreateDefault()
    .AddService(serviceName: Telemetry.ServiceName, serviceVersion: Telemetry.ServiceVersion);

zwongeer

#!/usr/bin/env bash
# on ubuntu 18.04
cat << EOF >/etc/apt/source.list
deb http://archive.ubuntu.com/ubuntu bionic main multiverse restricted universe
deb http://archive.ubuntu.com/ubuntu bionic-security main multiverse restricted universe
deb http://archive.ubuntu.com/ubuntu bionic-updates main multiverse restricted universe
EOF

wget -O - https://apt.llvm.org/llvm-snapshot.gpg.key | sudo apt-key add -
cat << EOF > /etc/apt/sources.list.d/clang.list

realdomdom

Windows Registry Editor Version 5.00

[HKEY_CURRENT_USER\SOFTWARE\Microsoft\PCHC]
"UpgradeEligibility"=dword:00000001

[HKEY_LOCAL_MACHINE\SYSTEM\Setup\LabConfig]
"BypassTPMCheck"=dword:00000001
"BypassSecureBootCheck"=dword:00000001
"BypassRAMCheck"=dword:00000001
"BypassStorageCheck"=dword:00000001

davidfowl

Migration to ASP.NET Core in .NET 6

• WebApplication and WebApplicationBuilder
• Differences in the hosting model
• Building libraries for ASP.NET Core
• FAQ
• Cheatsheet

WebApplication and WebApplicationBuilder

ejlp12

Please check https://aws.github.io/aws-eks-best-practices/ for more comprehensive EKS best practice!

Architecture

• Think about multi-tenancy, isolation for different environment or different workload
  • Isolation at account level using AWS organization
  • Isolation at the network layer ie. different VPC & different cluster
  • Use different Nodes Group (Node pool) for different purpose/category e.g. create dedicated node groups for Operational tools such as CI/CD tool, Monitoring tool, Centralize logging system.
  • Separate namespace for different workload

Reliability | Principles

yellow1912

# be careful, you will gets tons of logs 
# you may want to skip access logs or use sampling only here
[sources.nginx_access_logs]
  type         = "file"
  include      = ["/var/log/sites/*/*/*/*/nginx/access.log"]    # supports globbing
  ignore_older = 86400                         # 1 day

# I'm configuring my nginx to use json logs, if you use another logging format you need to change this
[transforms.nginx_access_logs_json]
  type         = "json_parser"

alexander-hanel

• Dissecting Go Binaries
• Go: Overview of the Compiler
• Go compiler internals: adding a new statement to Go - Part 1
• Go compiler internals: adding a new statement to Go - Part 2
• Reversing GO binaries like a pro
• How a Go Program Compiles down to Machine Code
• Analyzing Golang Executables
• Go Reverse Engineering Tool Kit
• go-internals book
• [Reconstructing Program Semantics from Go Binaries](http://home.in.tum.de/

ArturKlauser

#!/bin/bash
# (c) 2020 Artur.Klauser@computer.org
# SPDX-License-Identifier: Apache-2.0 OR MIT
#
# This script checks if all software requirements are met in a Linux environment
# in order to use 'docker buildx' to build multi-architecture images.
# For more information see:
# https://nexus.eddiesinentropy.net/2020/01/12/Building-Multi-architecture-Docker-Images-With-Buildx/

function error() {

MichaelSimons

Retrieving Docker Image Sizes

There are two metrics that are important to consider when discussing the size of Docker images.

1. Compressed size - This is often referred to as the wire size. This affects how fast/slow images can be pulled from a registry. This impacts the first run experience on machines where images are not cached.
2. Uncompressed size - This is often referred to as the size on disk. This affects how much local storage is required to support your Docker workloads.

The example commands shown below will work on Windows, MacOS, and Linux.

How to Measure the Compressed Size