pszemraj

We shall also address some key issues related to space optimization, such as the use of microelectronic technologies (e.g., electronic sensors) and computational modeling. Finally, we'll consider another challenge facing the next edition of our series--the sea of underwater buildings.

2 What Is Ocean Architecture?

Ocean architecture refers to how objects move through time. While many ideas have emerged since antiquity, archaeologists believe that the structure of the earth was constructed using mechanical and chemical processes. At one level, there were two basic types of structures - mechanical systems and gravity systems. Metamorphoses may be thought of as building blocks of modern society:

a) The physical organization of each object. An organism moves through its own frame when it moves, but does not move or carry out any actions; or b) The interaction between different parts of the body depends on the environment surrounding it. The process of motion determines how far away the animal lives and wha

pszemraj

usage

Credit/source: here

how to use unsloth grad checkpointing

steps

To integrate the provided monkey patch for offloading gradient checkpointing into the Hugging Face transformers library, you need to follow these steps:

pszemraj

Introduction

At the heart of every meme generation lies the concept of what it means to be human. While we do so by providing us with powerful examples and narratives, today's consumers need to understand the nature of their behavior, how they behave, and what happens when these people are harmed. Our goal in creating mesmerizing and exciting stories for our audiences is to share our stories without distractions, and with no limits on how much effort may go into making them. To achieve this goal, we aim to build an interactive narrative of our experience. In addition, we encourage visitors to use their stories to explore ways that the future might look like and apply the lessons learned. With the introduction of Android, there has been significant growth in mobile apps with unprecedented popularity and success. For example, Apple has created a series of popular smartphones with impressive user interface features. These include the Google Play Store, Facebook Live, Twitter, YouTube, and Spotify. From browsin

pszemraj

import re
from itertools import chain


def calculate_readability(code_string:str) -> float:
    code = code_string.splitlines()

    # Heuristic 1: Line length
    max_line_length = 80
    long_lines = sum(1 for line in code if len(line) > max_line_length)

pszemraj

#!/bin/bash

# Set environment variables
export WANDB_PROJECT="pileT5-summ"
export WANDB_WATCH="gradients"
export WANDB_ENTITY="pszemraj"

NUM_WORKERS=$(lscpu -p | egrep -v '^#' | sort -u -t, -k 2,4 | wc -l)
echo "Number of CPU cores: $NUM_WORKERS"

pszemraj

Messages Overview - 2024-03-30 04:20:45 - Total Messages: 6

User - Msg No. 1/6

Can you give me an up to date overview of Atlanta and the different areas of the city

Assistant - Msg No. 2/6

Sure, I can provide you with an overview of Atlanta and its different areas. Atlanta is the capital and most populous city in the state of Georgia, with a diverse population and a thriving economy. Here's a breakdown of some of the main areas:

pszemraj

"""
Creates an archive of a directory


pip install fire
"""

import os
import shutil
from pathlib import Path

pszemraj

import torch
import logging


def check_ampere_gpu():
    """
    Check if the GPU supports NVIDIA Ampere or later and enable FP32 in PyTorch if it does.
    """
    # Check if CUDA is available
    if not torch.cuda.is_available():

pszemraj

import pkg_resources


def list_dependencies(package_name, level=0, explored=set()):
    # Define indent outside of try-except to ensure it's always assigned
    indent = "    " * level
    if package_name in explored:
        return
    explored.add(package_name)

pszemraj

from datasets import Dataset

# Your initial list of dictionaries
data = [
    {"id": 1, "text": "Hello world!", "label": 0},
    {"id": 2, "text": "How are you?", "label": 1},
    # Add more dictionaries as needed
]

# Convert list of dictionaries to a dictionary of lists