José Devezas jldevezas

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

Get a DDNS up and running with DuckDNS - Step by Step

Understanding DDNS

In summary, DDNS stands for Dynamic DNS. DDNS updates a DNS name in real-time to point to a changing IP address. This is useful for devices without a static IP. For example, companies like Google use static IPs and IP ranges, which are more expensive than ephemeral IPs and IP ranges. DDNS provides a cost-effective alternative, linking a hostname to a dynamic IP address.

How Does DDNS Work?

To use DDNS, you need an account with a DDNS provider. While some services are paid, they are still cheaper than static public IPs from ISPs. A script or service on your device updates the DDNS server with your current IP at regular intervals to maintain the link between your hostname and IP address. Luckily for us, DuckDNS is free for everybody and relays on donations to keep their services running.

Login to Namecheap Account
Get JSON from https://ap.www.namecheap.com/Domains/dns/GetAdvancedDnsInfo?fillTransferInfo=false&domainName=YOURDOMAINNAME.com
Save it to file
python main.py data.json

How to disable cloud-init in Ubuntu

Prevent start

Create an empty file to prevent the service from starting
```
  sudo touch /etc/cloud/cloud-init.disabled
```

	colors:
	# Default colors
	primary:
	background: '#1f2430'
	foreground: '#cbccc6'
	bright_foreground: '#f28779'

	# Normal colors
	normal:
	black: '#212733' #

	from torchtext import data

	class DataFrameDataset(data.Dataset):

	def __init__(self, df, text_field, label_field, is_test=False, **kwargs):
	fields = [('text', text_field), ('label', label_field)]
	examples = []
	for i, row in df.iterrows():
	label = row.sentiment if not is_test else None
	text = row.text

	204.15.20.0/22
	69.63.176.0/20
	66.220.144.0/20
	66.220.144.0/21
	69.63.184.0/21
	69.63.176.0/21
	74.119.76.0/22
	69.171.255.0/24
	173.252.64.0/18
	69.171.224.0/19

	#!/bin/env python

	from time import sleep
	import signal
	from jpype import *

	startJVM(getDefaultJVMPath())

	def handler(signum, frame):
	raise KeyboardInterrupt

	# start GremlinServer
	# bin/gremlin-server.sh -i org.apache.tinkerpop gremlin-python 3.2.2-SNAPSHOT
	# bin/gremlin-server.sh conf/gremlin-server-modern-py.yaml

	from gremlin_python.process.graph_traversal import GraphTraversal
	from gremlin_python.process.graph_traversal import GraphTraversalSource
	from gremlin_python.process.graph_traversal import __
	from gremlin_python.process.traversal import Operator

	from gremlin_python.structure.io.graphson import GraphSONReader

	"""Global LRU caching utility. For that little bit of extra speed.

	The caching utility provides a single wrapper function that can be used to
	provide a bit of extra speed for some often used function. The cache is an LRU
	cache including a key timeout.

	Usage::

	import cache
	@cache.memoize