Victor Bezak VictorBezak

Sr. Software Engineer, building every day with agents and exploring LLM optimizations

VictorBezak / NestedRecordUpdate.elm

Last active February 8, 2020 22:14

Elm -- Updating Nested Records

VictorBezak / simpleNestedRecordUpdate.elm

Last active February 8, 2020 22:10

Simplest example of a nested record update. Only one layer deep, and one way to update.

	module Main exposing (..)

	import Html exposing (Html, div, section, button, text)
	import Html.Attributes exposing ()
	import Html.Events exposing (onClick)
	import Browser exposing (sandbox)



	-- Type Schemas

VictorBezak / DjKhaledSimulator.elm

Created February 8, 2020 22:05

Another nested-record update example. This time with an additional helper function that handles a second update Msg

	module Main exposing (..)

	import Html exposing (Html, div, section, button, text)
	import Html.Attributes exposing (style)
	import Html.Events exposing (onClick)
	import Browser exposing (sandbox)


	-- Type Schemas
	type alias NestedRecord =

VictorBezak / box_describe.py

Last active December 6, 2020 16:31

Box Plot Statistics

	def box_describe(df_copy):
	df_stats = df_copy.describe().T
	df_stats.rename(columns = {
	'25%': 'q1',
	'50%': 'q2',
	'75%': 'q3'
	}, inplace = True)

	df_stats['iqr'] = df_stats['q3'] - df_stats['q1']
	df_stats['lower_fence'] = df_stats['q1'] - (1.5 * df_stats['iqr']) # Lower Fence

VictorBezak / grpo_demo.py

Created February 1, 2025 18:03 — forked from willccbb/grpo_demo.py

GRPO Llama-1B

	# train_grpo.py
	import re
	import torch
	from datasets import load_dataset, Dataset
	from transformers import AutoTokenizer, AutoModelForCausalLM
	from peft import LoraConfig
	from trl import GRPOConfig, GRPOTrainer

	# Load and prep dataset