vgel

# /// script
# dependencies = [ "transformers", "accelerate" ]
# ///

# run on 2xH200 rented from primeintellect.ai

import gc

import torch
from transformers import AutoModelForCausalLM, AutoTokenizer, TextStreamer

pesterhazy

1. What is the power of the technology?
2. What limitation does it diminish?
3. What are the old rules that accommodated the old limitation?
4. What are the new rules that should be used now?
5. In light of the new rules, what changes are required in the technology?
6. How to cause the change to take advantage of the new technology?

Source: Eli Goldratt, Beyond the Goal

ausfestivus

List of Azure Regions

A list of all the region names and locations for Azure

Creating the list

You can recreate the list anytime using this command:

az account list-locations -o table

squarism

In the below keyboard shortcuts, I use the capital letters for reading clarity but this does not imply shift, if shift is needed, I will say shift. So ⌘ + D does not mean hold shift. ⌘ + Shift + D does of course.

Tabs and Windows

Function	Shortcut
New Tab	⌘ + T
Close Tab or Window	⌘ + W (same as many mac apps)
Go to Tab	⌘ + Number Key (ie: ⌘2 is 2nd tab)
Go to Split Pane by Direction	⌘ + Option + Arrow Key

scaryguy

-- Firstly, remove PRIMARY KEY attribute of former PRIMARY KEY
ALTER TABLE <table_name> DROP CONSTRAINT <table_name>_pkey;

-- Then change column name of  your PRIMARY KEY and PRIMARY KEY candidates properly.
ALTER TABLE <table_name> RENAME COLUMN <primary_key_candidate> TO id;

Dynyx

<?xml version="1.0" encoding="utf-8" ?>
<Patients>
  <Patient EMail="LeBron@James.com">
    <FirstName>LeBron</FirstName>
    <LastName>James</LastName>
  </Patient>
  <Patient EMail="Kobe@Bryant.com">
    <FirstName>Kobe</FirstName>
    <LastName>Bryant</LastName>
  </Patient>

jboner

Latency Comparison Numbers (~2012)
----------------------------------
L1 cache reference                           0.5 ns
Branch mispredict                            5   ns
L2 cache reference                           7   ns                      14x L1 cache
Mutex lock/unlock                           25   ns
Main memory reference                      100   ns                      20x L2 cache, 200x L1 cache
Compress 1K bytes with Zippy             3,000   ns        3 us
Send 1K bytes over 1 Gbps network       10,000   ns       10 us
Read 4K randomly from SSD*             150,000   ns      150 us          ~1GB/sec SSD