Aryan Arora aryamanan

💭

I may be slow to respond.

finbarrtimbers / optimizers.py

Last active March 9, 2025 18:40

Adam

	class SimpleAdam(torch.optim.Optimizer):

	def __init__(self, params, lr=1e-3, betas=(0.9, 0.999), eps=1e-8):
	super().__init__(params, defaults={'lr': lr})
	self.state = {}
	self.t = 0
	self.betas = betas
	self.eps = eps
	for group in self.param_groups:
	for p in group['params']:

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},

sineto / App.js

Last active February 18, 2025 15:36

User Authentication with Context API and Hooks (useContext, useState)

	import React from 'react';
	import { BrowserRouter } from 'react-router-dom';

	import { UserProvider } from './services/UserContext';

	import Routes from './Routes'

	function App() {
	return (
	<BrowserRouter>