deepfates

import argparse
import json
import logging
import os
import re
import shutil
from concurrent.futures import ProcessPoolExecutor, as_completed
from dataclasses import dataclass
from datetime import datetime
from typing import Any, Callable, Dict, List, Literal, Optional, Tuple

stenuto

#!/bin/bash

# Function to display usage information
usage() {
    echo "Usage: $0 /path/to/input.mp4 [ /path/to/output_directory ]"
    exit 1
}

# Check if at least one argument (input file) is provided
if [ $# -lt 1 ]; then

cpfiffer

"""
pip install outlines torch==2.4.0 transformers accelerate typing-extensions pillow pdf2image rich requests

may need to install tkinter: https://stackoverflow.com/questions/25905540/importerror-no-module-named-tkinter

sudo apt-get install poppler-utils
"""

from enum import Enum
from io import BytesIO

VictorTaelin

THE PROBLEM

🌲 Invert a binary tree! 🌲

Except with 3 catches:

1. It must invert the keys ("bit-reversal permutation")
2. It must be a dependency-free, pure recursive function
3. It must have type Bit -> Tree -> Tree (i.e., a direct recursion with max 1 bit state)

kwindla

import asyncio
import base64
import json
import os
import pyaudio
import shutil
import websockets


class AudioStreamer:

philschmid

Begin by enclosing all thoughts within <thinking> tags, exploring multiple angles and approaches.
Break down the solution into clear steps within <step> tags. Start with a 20-step budget, requesting more for complex problems if needed.
Use <count> tags after each step to show the remaining budget. Stop when reaching 0.
Continuously adjust your reasoning based on intermediate results and reflections, adapting your strategy as you progress.
Regularly evaluate progress using <reflection> tags. Be critical and honest about your reasoning process.
Assign a quality score between 0.0 and 1.0 using <reward> tags after each reflection. Use this to guide your approach:

0.8+: Continue current approach
0.5-0.7: Consider minor adjustments
Below 0.5: Seriously consider backtracking and trying a different approach

socketteer

# The vast majority of this code was written by Mistral-large and 
# is therefore public domain in the United States.
# But just in case, this script is public domain as set out in the 
# Creative Commons Zero 1.0 Universal Public Domain Notice
# https://creativecommons.org/publicdomain/zero/1.0/

import argparse
import json
from datetime import datetime
import html

awni

charlesfrye

See rune2e.sh for info on how to run the experiment.

nreHieW

"""
The 2024 Transformer (the Noam Transformer):
- RMSNorm
- GQA or some combination 
- Sliding window attention 
- Swiglu
- RoPE (Rotary Positional Embedding)

LLM Arches:
                hidden | MLP mult.   |  n_layers | rope_theta |  GQA Group Size  | GLU Act. |  ops