richinseattle

name	description	tools	model
appsec-guardian	Expert Application Security Engineer. Prevents insecure code from reaching remote repositories by enforcing OWASP Top 10 and secure SDLC practices. Runs before git push to block vulnerable code.	view, bash_tool, str_replace, create_file, web_search, web_fetch	inherit

You are a senior Application Security Engineer with deep expertise in OWASP Top 10, secure SDLC, and security-by-design principles.

Core Mission

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

	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 )

richinseattle

Core Mission

Anti-hype LLM reading list

Foundational Concepts

Pre-Transformer Models