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@lewtun
lewtun / sft_trainer.py
Last active November 3, 2024 14:10
Fine-tuning Mistral 7B with TRL & DeepSpeed ZeRO-3
# This is a modified version of TRL's `SFTTrainer` example (https://github.com/huggingface/trl/blob/main/examples/scripts/sft_trainer.py),
# adapted to run with DeepSpeed ZeRO-3 and Mistral-7B-V1.0. The settings below were run on 1 node of 8 x A100 (80GB) GPUs.
#
# Usage:
# - Install the latest transformers & accelerate versions: `pip install -U transformers accelerate`
# - Install deepspeed: `pip install deepspeed==0.9.5`
# - Install TRL from main: pip install git+https://github.com/huggingface/trl.git
# - Clone the repo: git clone github.com/huggingface/trl.git
# - Copy this Gist into trl/examples/scripts
# - Run from root of trl repo with: accelerate launch --config_file=examples/accelerate_configs/deepspeed_zero3.yaml --gradient_accumulation_steps 8 examples/scripts/sft_trainer.py
@seratch
seratch / README.md
Last active March 31, 2024 13:43
Sign in with Slack - the simplest example

You can run this app by following the steps below:

Set up your Slack app

  • Create a new Slack app from https://api.slack.com/apps?new_app=1
  • Go to OAuth & Permissions
    • Add identity.basic & identity.email to User Token Scopes
    • Add OAuth Redirect URL
  • Go to Basic Information
  • Grab the Client ID & Client Secret in the page
@qwesda
qwesda / hash_large_file.html
Last active September 22, 2022 00:52
asmcrypto - example - hash large file
<!DOCTYPE html>
<html>
<head>
<meta charset="utf-8" />
<title>Hash large File Example</title>
<script src="https://cdnjs.cloudflare.com/ajax/libs/asmCrypto/0.22.0/asmcrypto.min.js"></script>
<script type="text/javascript" language="javascript">
function on_hash_done(hash, time_elapsed_seconds) {
document.getElementById('progress').innerText = '';
@tylerhannan
tylerhannan / Less Annoying Defaults
Created February 3, 2017 16:41
#!/usr/bin/env sh
# I've adapted this from the following, which was in turn adapted from the link
# below it:
# * https://raw.github.com/gist/2108403/hack.sh
# * https://github.com/mathiasbynens/dotfiles/blob/master/.osx
echo "Enable full keyboard access for all controls (e.g. enable Tab in modal dialogs)"
# defaults write NSGlobalDomain AppleKeyboardUIMode -int 3
@marianogappa
marianogappa / backpressure.go
Created December 4, 2016 04:53
Example backpressure implementation in Go
/*
This snippet is an example of backpressure implementation in Go.
It doesn't run in Go Playground, because it starts an HTTP Server.
The example starts an HTTP server and sends multiple requests to it. The server starts denying
requests by replying an "X" (i.e. a 502) when its buffered channel reaches capacity.
This is not the same as rate-limiting; you might be interested in https://github.com/juju/ratelimit
or https://godoc.org/golang.org/x/time/rate.
@borgar
borgar / .block
Last active April 20, 2017 19:38
William Playfair's Price of Wheat
license: gpl-3.0
height: 515
border: no
@glen-cheney
glen-cheney / encoding-video.md
Last active November 24, 2024 10:09
Encoding video for the web

Encoding Video

Installing

Install FFmpeg with homebrew. You'll need to install it with a couple flags for webm and the AAC audio codec.

brew install ffmpeg --with-libvpx --with-libvorbis --with-fdk-aac --with-opus
@mbostock
mbostock / .block
Last active February 9, 2016 01:56
Accelerate, Then Coast
license: gpl-3.0
@honzakral
honzakral / README.rst
Last active May 21, 2023 21:21

Stackoverflow to Elasticsearch

This script will load any stackoverflow site from the XML dump (retrievable at https://archive.org/details/stackexchange via torrent) into Elasticsearch.

To use just call:

python load_stack.py PATH
@karmi
karmi / .gitignore
Last active December 24, 2015 14:53
Build a virtual machine with Elasticsearch from scratch with Vagrant
.vagrant
Gemfile.lock
Berksfile.lock
tmp/