Artefact2

Which GGUF is right for me? (Opinionated)

Good question! I am collecting human data on how quantization affects outputs. See here for more information: ggerganov/llama.cpp#5962

In the meantime, use the largest that fully fits in your GPU. If you can comfortably fit Q4_K_S, try using a model with more parameters.

llama.cpp feature matrix

See the wiki upstream: https://github.com/ggerganov/llama.cpp/wiki/Feature-matrix

rvrsh3ll

NOTE

These are NOT product / license keys that are valid for Windows activation.
These keys only select the edition of Windows to install during setup, but they do not activate or license the installation.

Index

• Windows 11
• RTM Generic Keys

hitorilabs

I was wondering why it took so long for my deep learning rig to fully boot up. It literally takes 5 minutes to go from reboot to ssh service start. Unlike desktop motherboards, the ROMED8-2T has two 10G RDMA ethernet controllers and a port for the IPMI interface.

For a while I thought I must have done something wrong - but it turns out when there are free, unmapped ports it will block boot. To fix this, you just need to make the other interfaces optional in your /etc/netplan/*.yaml

network:
  ethernets:
    enoXnpX:
      addresses:
 - ...

rkitover

$erroractionpreference = 'stop'

$releases = 'https://files.lhmouse.com/nano-win/'

ri -r -fo ~/Downloads/nano-installer -ea ignore
mkdir ~/Downloads/nano-installer | out-null
pushd ~/Downloads/nano-installer
curl -sLO ($releases + (
    iwr -usebasicparsing $releases | % links |
    ? href -match '\.7z$' | select -last 1 | % href

haluptzok

""" Trains an agent with (stochastic) Policy Gradients on Pong. Uses OpenAI Gym. """
import numpy as np
import pickle
import gym

# hyperparameters
H = 200 # number of hidden layer neurons
batch_size = 10 # every how many episodes to do a param update?
learning_rate = 1e-4
gamma = 0.99 # discount factor for reward

sharavsambuu

# References :
# - https://stackoverflow.com/questions/61776425/logic-for-real-time-algo-trading-expert

import pytz
import pandas as pd
import MetaTrader5 as mt5
import time
from datetime import datetime
from threading import Timer

mklement0

<#

  Prerequisites: PowerShell version 2 or above.
  License: MIT
  Author:  Michael Klement <mklement0@gmail.com>

  DOWNLOAD, from PowerShell version 3 or above:

    irm https://gist.github.com/mklement0/243ea8297e7db0e1c03a67ce4b1e765d/raw/Out-HostColored.ps1 | iex

mklement0

<#

  Prerequisites: PowerShell v3+
  License: MIT
  Author:  Michael Klement <mklement0@gmail.com>

  DOWNLOAD and DEFINITION OF THE FUNCTION:

    irm https://gist.github.com/mklement0/25694cbb8e10a7044b36a310e1243959/raw/Get-CharInfo.ps1 | iex

nicholishen

"""
2020, nicholishen

Requires:
    Python >= 3.6
    pandas
    openpyxl
    chardet

    pip install -U pandas ujson openpyxl chardet

mgeeky

Download Cradles

0) Extra goodies

• Obfuscated FromBase64String with -bxor nice for dynamic strings deobfuscation:

$t=([type]('{1}{0}'-f'vert','Con'));($t::(($t.GetMethods()|?{$_.Name-clike'F*g'}).Name).Invoke('Yk9CA05CA0hMV0I=')|%{$_-bxor35}|%{[char]$_})-join''

• The same as above but for UTF-16 base64 encoded strings: