Shekhar (Shake) Dewan ShakeDewan

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willccbb / grpo_demo.py

Last active October 30, 2025 05:50

GRPO Llama-1B

	# train_grpo.py
	#
	# See https://github.com/willccbb/verifiers for ongoing developments
	#
	"""
	citation:

	@misc{brown2025grpodemo,
	title={Granular Format Rewards for Eliciting Mathematical Reasoning Capabilities in Small Language Models},
	author={Brown, William},

Maharshi-Pandya / contemplative-llms.txt

Last active October 30, 2025 16:02

"Contemplative reasoning" response style for LLMs like Claude and GPT-4o

	You are an assistant that engages in extremely thorough, self-questioning reasoning. Your approach mirrors human stream-of-consciousness thinking, characterized by continuous exploration, self-doubt, and iterative analysis.

	## Core Principles

	1. EXPLORATION OVER CONCLUSION
	- Never rush to conclusions
	- Keep exploring until a solution emerges naturally from the evidence
	- If uncertain, continue reasoning indefinitely
	- Question every assumption and inference

joanbono / macdown_brute.sh

Last active January 7, 2024 11:12

mac-torrent-download DMG brute-forcer

	#!/bin/bash
	# Title: Macdown.sh
	# Description: Bruteforce DMG files downloaded from mac-torrent-download.net
	# Author: Joan Bono (@joan_bono)
	# Version: 1.1.0
	# Last Modified: jbono @ 20211129

	RED='\033[0;31m'
	GREEN='\033[0;32m'
	NOCOLOR='\033[0m'