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@thomwolf
thomwolf / top-k-top-p.py
Last active May 14, 2024 00:20
Sample the next token from a probability distribution using top-k and/or nucleus (top-p) sampling
def top_k_top_p_filtering(logits, top_k=0, top_p=0.0, filter_value=-float('Inf')):
""" Filter a distribution of logits using top-k and/or nucleus (top-p) filtering
Args:
logits: logits distribution shape (vocabulary size)
top_k >0: keep only top k tokens with highest probability (top-k filtering).
top_p >0.0: keep the top tokens with cumulative probability >= top_p (nucleus filtering).
Nucleus filtering is described in Holtzman et al. (http://arxiv.org/abs/1904.09751)
"""
assert logits.dim() == 1 # batch size 1 for now - could be updated for more but the code would be less clear
top_k = min(top_k, logits.size(-1)) # Safety check
@zargony
zargony / config.yml
Last active December 16, 2020 16:47
CircleCI 2.0 configuration for Rust library crate project
version: 2
jobs:
test:
docker:
- image: rust:1
steps:
- checkout
- run:
name: Version information
@DanHerbert
DanHerbert / fix-homebrew-npm.md
Last active February 12, 2024 17:18
Instructions on how to fix npm if you've installed Node through Homebrew on Mac OS X or Linuxbrew

OBSOLETE

This entire guide is based on an old version of Homebrew/Node and no longer applies. It was only ever intended to fix a specific error message which has since been fixed. I've kept it here for historical purposes, but it should no longer be used. Homebrew maintainers have fixed things and the options mentioned don't exist and won't work.

I still believe it is better to manually install npm separately since having a generic package manager maintain another package manager is a bad idea, but the instructions below don't explain how to do that.

Fixing npm On Mac OS X for Homebrew Users

Installing node through Homebrew can cause problems with npm for globally installed packages. To fix it quickly, use the solution below. An explanation is also included at the end of this document.

@renfredxh
renfredxh / remind.py
Last active February 8, 2022 16:21
Set reminders via OSX terminal
#!/usr/local/bin/python3
# Make a new reminder via terminal script
# args: remind <title> <date> <time>
# example: remind clean 12/10/2012 10:00:00PM
import subprocess
import sys
from datetime import datetime, timedelta
# A apple script that creates a new reminder given a name date and time
OSASCRIPT = ('<<END\n'

tmux cheatsheet

As configured in my dotfiles.

start new:

tmux

start new with session name: