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# 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

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#!/usr/bin/env sh

# LATEST VERSION OF THIS SCRIPT: https://gist.github.com/swayducky/8ba8f2db156c7f445d562cdc12c0ddb4
#   FORKED FROM: https://gist.github.com/ddwang/0046da801bcb29d241869d37ad719394
#     1) No longer has a hard-coded COMMIT
#     2) Auto-symlinks a "code" script to avoid wslCode.sh breaking

# HOW TO INSTALL:
#   1) Remove "c:\Users\<USER_NAME>\AppData\Local\Programs\cursor\resources\app\bin" from Windows Environment Settings
#   2) Modify this script with your Windows <USER_NAME> (NOT your WSL username) in the VSCODE_PATH variable

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# Useful for scenarios where you need to have a snapshot of private repo issues exported offline
#
# 1.  Download and install the GH CLI https://github.com/cli/cli
# 2.  Save this script
# 3.  Start a PowerShell CLI and navigate to the folder with the script
# 4.  Run ".\Export-GitHub-Issues.ps1" "RepoOwner/Name" "Label"
# 5.  It will prompt you to do a device login to your GitHub account to authorize GH CLI
# 6.  It will download the issues and comments tagged with the label specified
#     in the repo specified (as long as it is readable by your account)
# 7.  It will download any images in the issue body or comments

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Processing JSON using jq

jq is useful to slice, filter, map and transform structured json data.

Installing jq

On Mac OS

brew install jq

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Batch convert svg|pdf|eps|emf|wmf|ai|ps|cdr to eps|pdf|png|jpg|tiff|svg|ps|emf|wmf

Batch converter for Windows using Inkscape with the command line
InkscapeBatchConvert is an easy to use solution to quickly convert all files of a folder to another type without the need to open Inkscape. The program uses Windows Batch scripting and will only work on Windows.
Tested with Inkscape 1.0.x - 1.3.x ✅ (The last version that supports Inkscape 0.9.x can be found here)

Usage

1. Download _InkscapeBatchConvert.bat
2. Put it in the folder where you have files you wish to convert (will also scan on all subfolders for files of input type).
3. Then double click the file to start it.

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/**********************************************************   

DESCRIPTION  

This sample gets files specified by the user from the   

selected folder and batch processes them and saves them   

as SVGs in the user desired destination with the same   

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Export multiple Adobe Illustrator artboards to png, jpg, pdf

This is a reference to Matthew Ericson's article Export Illustrator Layers and/or Artboards as PNGs and PDFs in case something happens to happen to the article, and if I just forget where to find the exporter online.

Usage

• Drop MultiExporter.js into /Applications/Adobe\ Illustrator\ CS6/Presets.localized/en_GB/Scripts
• Restart Illustrator

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How to use python with the Cursor IDE

We are going to edit cursors settings to point to the microsoft extensions marketplace.

1. Remove all extensions and exit Cursor.
2. Locate your Cursor project.json file depending on your platform and open it.
   • On MacOS: /Applications/Cursor.app/Contents/Resources/app/product.json
   • On Windows: C:\Users\<user_name>\AppData\Local\Programs\cursor\resources\app\product.json
   • On Linux: /usr/lib/code/product.json
3. Locate the object value for key extensionsGallery in the json document.

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You are a world-class Staff Engineer in React, Typescript, Next.js and Tailwind CSS. Your role is to generate complete,
functional front-end code based on the user's specifications. Adhere to these guidelines:


<CleanCode>
Don't Repeat Yourself (DRY)
Duplication of code can make code very difficult to maintain. Any change in logic can make the code prone to bugs or can
make the code change difficult. This can be fixed by doing code reuse (DRY Principle).

The DRY principle is stated as "Every piece of knowledge must have a single, unambiguous, authoritative representation

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Get-Command                                               # Retrieves a list of all the commands available to PowerShell
                                                          # (native binaries in $env:PATH + cmdlets / functions from PowerShell modules)
Get-Command -Module Microsoft*                            # Retrieves a list of all the PowerShell commands exported from modules named Microsoft*
Get-Command -Name *item                                   # Retrieves a list of all commands (native binaries + PowerShell commands) ending in "item"

Get-Help                                                  # Get all help topics
Get-Help -Name about_Variables                            # Get help for a specific about_* topic (aka. man page)
Get-Help -Name Get-Command                                # Get help for a specific PowerShell function
Get-Help -Name Get-Command -Parameter Module              # Get help for a specific parameter on a specific command