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@willccbb
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
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
@kelset
kelset / build-time-improvements.md
Last active June 23, 2025 14:22
This is kind of a blogpost about my experience of diving deep to improve some timings for an iOS React Native app

Improving times for both iOS build and CI for a React Native app

Intro

Hello there.

So, if you are here you probably saw my previous tweet where I asked for tips & tricks on improving the timing on an iOS/React Native app build time.

What will follow was how I mixed those suggestions + some good old GoogleSearch-fu + me deep diving on this for ~2 days.

" Specify a directory for plugins
call plug#begin('~/.vim/plugged')
Plug 'neoclide/coc.nvim', {'branch': 'release'}
Plug 'scrooloose/nerdtree'
"Plug 'tsony-tsonev/nerdtree-git-plugin'
Plug 'Xuyuanp/nerdtree-git-plugin'
Plug 'tiagofumo/vim-nerdtree-syntax-highlight'
Plug 'ryanoasis/vim-devicons'
Plug 'airblade/vim-gitgutter'
@AlexBrasileiro
AlexBrasileiro / index.js
Last active November 17, 2024 01:09
ShareYourFeedback
// inspiration: https://dribbble.com/shots/4370657-Share-Your-Feedback
import React, { Component, Fragment } from "react";
import { Animated, StyleSheet, Text, View, TouchableOpacity, Dimensions, Platform, Easing, TextInput, KeyboardAvoidingView, Image } from "react-native";
import FontAwesome5 from 'react-native-vector-icons/FontAwesome5';
const { width: windowWidth } = Dimensions.get('window');
const Icon = (props) => <FontAwesome5 {...props} />
@parmentf
parmentf / GitCommitEmoji.md
Last active October 31, 2025 17:32
Git Commit message Emoji