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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},
@Priva28
Priva28 / CRTEffect.metal
Last active August 31, 2025 04:50
SwiftUI CRT effect using metal shaders.
#include <metal_stdlib>
#include <SwiftUI/SwiftUI.h>
using namespace metal;
float2 distort(float2 uv, float strength) {
float2 dist = 0.5 - uv;
uv.x = (uv.x - dist.y * dist.y * dist.x * strength);
uv.y = (uv.y - dist.x * dist.x * dist.y * strength);
return uv;
}
@ritwikraha
ritwikraha / Pretraining-LLM.md
Last active September 21, 2025 01:57
Pretraining of Large Language Models

Pretraining


A Map for Studying Pre-training in LLMs

  • Data Collection
    • General Text Data
    • Specialized Data
  • Data Preprocessing
    • Quality Filtering
  • Deduplication
@tigi44
tigi44 / SheetPresentation.swift
Last active February 20, 2024 14:40
Using a UISheetPresentationController on SwiftUI
import SwiftUI
// MARK: - SheetPresentation
public extension View {
func sheetPresentation<SheetView: View>(isPresented: Binding<Bool>, @ViewBuilder sheetView: @escaping () -> SheetView, onDismiss: SheetPresentationController<SheetView>.DefaultClosureType? = nil) -> some View {
self.background(
@StarLard
StarLard / DetentSheet.swift
Last active March 11, 2025 04:44
A simple implementation of an UISheetPresentationController wrapper using SwiftUI
//
// DetentSheet.swift
// StarLardKit
//
// Created by Caleb Friden on 9/28/21.
//
import SwiftUI
// MARK: - Public
import AVKit
import Lottie
import UIKit
class FloatingButtonController: UIViewController {
// MARK: - Variables
private let window = FloatingButtonWindow()
private(set) var button: UIView!
private(set) var deleteView: UIView!
private(set) var insideView: UIView!
//Orginal code from: https://gist.github.com/mecid/f8859ea4bdbd02cf5d440d58e936faec
//I just made some modification in appearnce, show monthly navigator and weekdays.
import SwiftUI
struct ContentView: View {
@Environment(\.calendar) var calendar
private var year: DateInterval {
calendar.dateInterval(of: .month, for: Date())!
import SwiftUI
import WebKit
import Combine
class WebViewData: ObservableObject {
@Published var loading: Bool = false
@Published var scrollPercent: Float = 0
@Published var url: URL? = nil
@Published var urlBar: String = "https://nasa.gov"
@mecid
mecid / Calendar.swift
Last active September 2, 2025 01:55
SwiftUI Calendar view using LazyVGrid
import SwiftUI
extension Calendar {
func generateDates(
inside interval: DateInterval,
matching components: DateComponents
) -> [Date] {
var dates: [Date] = []
dates.append(interval.start)
I was drawn to programming, science, technology and science fiction
ever since I was a little kid. I can't say it's because I wanted to
make the world a better place. Not really. I was simply drawn to it
because I was drawn to it. Writing programs was fun. Figuring out how
nature works was fascinating. Science fiction felt like a grand
adventure.
Then I started a software company and poured every ounce of energy
into it. It failed. That hurt, but that part is ok. I made a lot of
mistakes and learned from them. This experience made me much, much