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Anti-hype LLM reading list

Goals: Add links that are reasonable and good explanations of how stuff works. No hype and no vendor content if possible. Practical first-hand accounts of models in prod eagerly sought.

Foundational Concepts

Pre-Transformer Models

Table Of Content

Skip to the relevant sections if needed.

2-min tutorial to do it the quick-and-dirty-way
Concepts for resolving Git conflicts
Setting up different editors / tool for using git mergetool
- Finding out what mergetool editors are supported
mergetool simple code example for vimdiff
- Resolving conflict from a Git pull
Other great references and tutorials

Hexadecimal color code for transparency

How to set transparency with hex value ?

For example, you want to set 40% alpha transparence to #000000 (black color), you need to add 66 like this #66000000.

Download This sample on Google Play Store

Symmetic encryption

For symmetic encryption, you can use the following:

To encrypt:

openssl aes-256-cbc -salt -a -e -in plaintext.txt -out encrypted.txt

To decrypt:

The Journey of SWR and Suspense

We are trying to combine the idea of SWR ("stale-while-revalidate") and React Suspense together, and this write-up covers all our findings from this journey.

Background

When React Hooks launched, people started to rely on useEffect to initiate data fetching:

function User () {

FROM https://www.reddit.com/r/Fedora/comments/zmvkdj/8bitdo_ultimate_bluetooth_controller_working_in/

I've bought this new controller from 8BitDo and wished to use on linux, to my sadness the controller didn't work out of the box, neither by cable, the 2.4G dongle or bluetooth.

So I've tried a number of solutions and this one from u/GodOfEmus over in the 8bitdo community was the one to work for me:

	"Initial Access","Execution","Persistence","Privilege Escalation","Defense Evasion","Credential Access","Discovery","Lateral Movement","Exfiltration","Impact"
	ConsoleLogin,StartInstance,CreateAccessKey,CreateGroup,StopLogging,GetSecretValue,ListUsers,AssumeRole,CreateSnapShot,PutBucketVersioning
	PasswordRecoveryRequested,StartInstances,CreateUser,CreateRole,DeleteTrail,GetPasswordData,ListRoles,SwitchRole,ModifySnapshotAttributes ,RunInstances
	,Invoke,CreateNetworkAclEntry,UpdateAccessKey,UpdateTrail,RequestCertificate,ListIdentities,,ModifyImageAttribute,DeleteAccountPublicAccessBlock
	,SendCommand,CreateRoute,PutGroupPolicy,PutEventSelectors,UpdateAssumeRolePolicy,ListAccessKeys,,SharedSnapshotCopyInitiated,
	,,CreateLoginProfile,PutRolePolicy,DeleteFlowLogs,,ListServiceQuotas,,SharedSnapshotVolumeCreated,
	,,AuthorizeSecurityGroupEgress,PutUserPolicy,DeleteDetector,,ListInstanceProfiles,,ModifyDBSnapshotAttribute,
	,,AuthorizeSecurityGroupIngress,AddRoleToInstanceProfile,DeleteMembers,,ListBuckets,,PutBucketP

	def html2markdown(self, html):
	# convert html to markdown.
	# specification:
	# remove all tag exccept tags listed in the cleanbody._repl
	# when p/div tags are in the table tag, markdown converter (htmlformatter)
	# confuses. so it is removed

	# we need following in the header
	# import re, html2text
	# from bs4 import BeautifulSoup

	# install_certifi.py
	#
	# sample script to install or update a set of default Root Certificates
	# for the ssl module. Uses the certificates provided by the certifi package:
	# https://pypi.python.org/pypi/certifi

	import os
	import os.path
	import ssl
	import stat