richinseattle

Original report

Affected Vendor: OpenPrinting
Affected Product: Several components of the CUPS printing system: cups-browsed, libppd, libcupsfilters and cups-filters.
Affected Version: All versions <= 2.0.1 (latest release) and master.
Significant ICS/OT impact? no
Reporter: Simone Margaritelli [[email protected]]
Vendor contacted? yes The vendor has been notified trough Github Advisories and all bugs have been confirmed:

https://github.com/OpenPrinting/cups-browsed/security/advisories/GHSA-rj88-6mr5-rcw8

Anti-hype LLM reading list

Goals: Add links that are reasonable and good explanations of how stuff works. No hype and no vendor content if possible. Practical first-hand accounts of models in prod eagerly sought.

Foundational Concepts

Pre-Transformer Models

Setup Hyper-V enhanced session for Ubuntu 20

I couldn't find instructions that were 100% complete, so I put this together.

These instructions worked fine for me. Follow each step carefully.

Download Ubuntu 20 desktop

DO NOT create the VM by choosing Quick Create in Hyper-V Manager. Follow these instructions exactly.

	import outlines
	from transformers import AutoTokenizer

	model_string = 'deepseek-ai/DeepSeek-R1-Distill-Qwen-7B'
	# model_string = 'deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B' # For small machines

	model = outlines.models.transformers(
	model_string,
	device='cuda', # also 'cpu', 'mps','auto'
	)

	import argparse
	import random
	import sys

	from transformers import AutoModelForCausalLM, AutoTokenizer, DynamicCache
	import torch

	parser = argparse.ArgumentParser()
	parser.add_argument("question", type=str)
	parser.add_argument(

	base_model: meta-llama/Meta-Llama-3-70B
	model_type: LlamaForCausalLM
	tokenizer_type: AutoTokenizer

	load_in_8bit: false
	load_in_4bit: true
	strict: false

	datasets:
	- path: /home/migel/ai_datasets/tess-v1.5b-chatml.jsonl

	import ast
	import logging
	import inspect

	from typing import Type, TypeVar
	from dspy import Assert, Module, ChainOfThought, Signature, InputField, OutputField
	from pydantic import BaseModel, ValidationError

	logger = logging.getLogger(__name__)
	logger.setLevel(logging.ERROR)

	https://twitter.com/ShinyQuagsire/status/1536432635643211777 12:37 PM · Jun 13, 2022
	-----
	I figured out how to enable USB device mode on my XPS 13 (9350) 🎉

	Though for some ungodly reason, it uses the right-side full USB port. So a crossover cable is required.
	-----


	https://twitter.com/ShinyQuagsire/status/1536434057671716864 12:43 PM · Jun 13, 2022
	-----


	1. I cloned the repo
	git clone https://github.com/Blealtan/RWKV-LM-LoRA

	2. I download 7B Instruct

	wget https://huggingface.co/BlinkDL/rwkv-4-pile-7b/resolve/main/RWKV-4-Pile-7B-Instruct-test2-20230209.pth

	(in my home directory /home/shazam )