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@willccbb
willccbb / grpo_demo.py
Last active October 25, 2025 16:39
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},
@adrienbrault
adrienbrault / llama2-mac-gpu.sh
Last active April 8, 2025 13:49
Run Llama-2-13B-chat locally on your M1/M2 Mac with GPU inference. Uses 10GB RAM. UPDATE: see https://twitter.com/simonw/status/1691495807319674880?s=20
# Clone llama.cpp
git clone https://github.com/ggerganov/llama.cpp.git
cd llama.cpp
# Build it
make clean
LLAMA_METAL=1 make
# Download model
export MODEL=llama-2-13b-chat.ggmlv3.q4_0.bin
@thesephist
thesephist / options.oak
Created November 14, 2022 22:09
Collection of useful Stable Diffusion prompt modifiers
{ name: 'Lighting', options: [
'golden hour, warm glow'
'blue hour, twilight, ISO12000'
'midday, direct lighting, overhead sunlight'
'overcast, whitebox, flat lighting, diffuse'
'dreamlike diffuse ethereal lighting'
'dramatic lighting, dramatic shadows, illumination'
'studio lighting, professional lighting, well-lit'
'flash photography'
'low-key lighting, dimly lit'
@olee
olee / css-layout-hack.js
Last active July 19, 2024 01:08 — forked from vcastroi/css-layout-hack.js
// create a bookmark and use this code as the URL, you can now toggle the css on/off
// thanks+credit: https://dev.to/gajus/my-favorite-css-hack-32g3
javascript: (function() {
var styleEl = document.getElementById('css-layout-hack');
if (styleEl) {
styleEl.remove();
return;
}
styleEl = document.createElement('style');
styleEl.id = 'css-layout-hack';
@ciiiii
ciiiii / Dockerfile
Last active March 15, 2025 16:53
Postgresql for Chinese Full-Text Search.中文全文搜索
# If you don‘t want to build it youself, you can try `docker pull killercai/postgres`.
FROM healthcheck/postgres:latest
# China debian mirror
RUN sed -i s@/deb.debian.org/@/mirrors.aliyun.com/@g /etc/apt/sources.list
RUN apt-get clean && apt-get update
RUN apt-get install -y wget git build-essential libpq-dev python-dev postgresql-server-dev-all
# SCWS (Simple Chinese Word Segmentation library)
RUN cd /tmp && wget -q -O - http://www.xunsearch.com/scws/down/scws-1.2.1.tar.bz2 | tar xjf - && cd scws-1.2.1 && ./configure && make install
# zhpaser (postgres plugin)
@gvolpe
gvolpe / di-in-fp.md
Last active September 16, 2024 07:18
Dependency Injection in Functional Programming

Dependency Injection in Functional Programming

There exist several DI frameworks / libraries in the Scala ecosystem. But the more functional code you write the more you'll realize there's no need to use any of them.

A few of the most claimed benefits are the following:

  • Dependency Injection.
  • Life cycle management.
  • Dependency graph rewriting.
@wangbinyq
wangbinyq / dom element position and rect attributes
Last active August 4, 2017 01:47
dom element position and rect attributes
# position:
// relative to the document
$(el).offset = {
top: rect.top + window.scrollY,
left: rect.left + window.scrollX
} where rect = el.getBoundingClientRect()
// relative to the offset parent
$(el).position = {
@stevedonovan
stevedonovan / shared.rs
Created April 14, 2017 13:49
An ergonomic way of saying Rc<RefCell>
use std::rc::Rc;
use std::cell::{RefCell,Ref, RefMut};
use std::ops::Deref;
use std::fmt;
#[derive(Clone)]
struct Shared<T> {
v: Rc<RefCell<T>>
}
@wangbinyq
wangbinyq / findClass.js
Created January 18, 2017 02:10
find how many html element have class or id
(() => {
const $ = document.querySelectorAll.bind(document)
const info = {}
const total = [0, 0]
$('*').forEach((el) => {
const nodeName = el.nodeName
const tagInfo = (info[nodeName] = info[nodeName] || [0, 0])
tagInfo[0] += 1
@wangbinyq
wangbinyq / mvvm.js
Last active October 24, 2016 08:50
(function() {
'use strict'
;function defined(o) {
return o !== undefined && o !== null
}
;function Binding(vm, el, key, binder) {
this.vm = vm
this.el = el