veekaybee

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

taichikuji

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

DDNS? What is that?

A dynamic DNS. DNS stands for Domain Name Server, which, in other words, is basically the server that answer your queries when you search for a hostname on the internet.

Example: If you search for "google.com" there will always (probably) a server that points out to that hostname and tells you the information the computer needs; the IP address.

If you want to give it a test, you only have to open your terminal and type "ping google.com" and you will see the real IP address appear! In my case it's 216.58.201.174 .

Anyways.. A DDNS is useful if you want to link or put a hostname to an IP that is not STATIC.

andrew-nuwber

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

zoilomora

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
  

Uninstall

nissan

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

JosephBlythe

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

bartoszbielawski

#!/bin/env python

from time import sleep
import signal
from jpype import *

startJVM(getDefaultJVMPath())

def handler(signum, frame):
    raise KeyboardInterrupt

okram

# 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

dlebech

"""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

alexlee-gk

Install caffe with python 3.5 and pyenv

Tested on Ubuntu 14.04.

Setting up a new python environment using pyenv

Install desired version of python 3 (e.g. 3.5.1). Make sure to use the --enable-shared flag to generate python shared libraries, which will later be linked to.

env PYTHON_CONFIGURE_OPTS="--enable-shared" pyenv install 3.5.1