saurabh-kataria

""" To use: install LLM studio (or Ollama), clone OpenVoice, run this script in the OpenVoice directory
    git clone https://github.com/myshell-ai/OpenVoice
    cd OpenVoice
    git clone https://huggingface.co/myshell-ai/OpenVoice
    cp -r OpenVoice/* .
    pip install whisper pynput pyaudio
"""

from openai import OpenAI
import time

saurabh-kataria

#!/usr/bin/env python

import matplotlib.pyplot as plt
import torch
import torch.nn as nn

from sklearn.datasets import make_moons
from torch import Tensor
from torch.distributions import Normal
from tqdm import tqdm

saurabh-kataria

#!/usr/bin/env bash

# Common steps
conda create -n k2 python=3.8
conda activate k2 
conda install -c nvidia cudnn=7.6.5 cudatoolkit=10.2
conda install -c pytorch pytorch torchaudio
pip install cmake
mkdir build
pushd build 

saurabh-kataria

#!/usr/bin/env python
# -*- coding: utf-8 -*-
from argparse import ArgumentParser

import torch
import torch.distributed as dist
from torch.nn.parallel import DistributedDataParallel as DDP
from torch.utils.data import DataLoader, Dataset
from torch.utils.data.distributed import DistributedSampler
from transformers import BertForMaskedLM

saurabh-kataria

tmux cheatsheet

As configured in my dotfiles.

start new:

tmux

start new with session name:

saurabh-kataria

Source: https://confluence.rcs.griffith.edu.au/display/v20zCluster/Sun+Grid+Engine+SGE+state+letter+symbol+codes+meanings

Category	State	SGE Letter Code
Pending	pending	qw
Pending	pending, user hold	qw
Pending	pending, system hold	hqw
Pending	pending, user and system hold	hqw
Pending	pending, user hold, re-queue	hRwq
Pending	pending, system hold, re-queue	hRwq

saurabh-kataria

Direct links to free Springer books (pdf versions)

Graduate texts in mathematics

duplicates = multiple editions

A Classical Introduction to Modern Number Theory, Kenneth Ireland Michael Rosen

A Classical Introduction to Modern Number Theory, Kenneth Ireland Michael Rosen