"I don't have a GPU" is officially dead 🤯
You can now run 70B model on a single 4GB GPU and it even scales up to the colossal Llama 3.1 405B on just 8GB of VRAM.
AirLLM uses "Layer-wise Inference." Instead of loading the whole model, it loads, computes, and flushes one layer at a time
→ No quantization needed by default
→ Supports Llama, Qwen, and Mistral
→ Works on Linux, Windows, and macOS
100% Open Source.
GPS spoofing in maritime security: Detecting fake data and spotting war zones & anomalies worldwide. ⛴️🧭💉🗺️🪖
More details on:
LinkedIn: https://t.co/K5JJEl2QYr
Substack: https://t.co/kloRI3rbFm
Telegram: https://t.co/oJvXJmWyOt
If you're into malware analysis, reverse engineering or threat intelligence, bookmark this.
@embee_research has built an incredible FREE archive of practical security research covering:
• Ghidra + x64dbg
• Malware unpacking + shellcode
• Cobalt Strike analysis
• API hashing + string decryption
• PE-bear + Dumpulator
• .NET malware + dnSpy
• CyberChef + Python deobfuscation
• YARA + Sigma
• Qakbot, IcedID, AgentTesla, DarkGate + more
• Passive DNS + infrastructure hunting
• Censys / FOFA pivots
• APT infrastructure tracking
• URL hunting
• Module stomping + API hash evasion
A lot of this is hands-on research using real malware samples, not just theory.
Also includes deep dives into campaigns like SideWinder and Gamaredon infrastructure hunting.
Main site:
https://t.co/V5fxg7Ondc
Full archive:
https://t.co/4C1gyIinNM
Huge credit to fellow Australian @embee_research / Matthew for making this research publicly available.
#MalwareAnalysis #ReverseEngineering #ThreatIntel
How to build your first rocket if you have a limited budget (and a 3D printer): Your next hobby, maybe? 🛠️🚀👨🏻💻👽🤗
More details on:
LinkedIn: https://t.co/yL8hQoa3k8
Substack: https://t.co/0R5t5tF56X
Telegram: https://t.co/P7kIaSksz9
📘 Science and Engineering of Small Arms
Exploring the Science, Mechanics & Engineering Behind Small-Arms Systems
✍️ Prasanta Kumar Das
📖 Get the book: https://t.co/lUTJ0XT6RJ
A technical exploration of the engineering and science behind small-arms systems. 🔬⚙️
This book examines the historical development, mechanics, physics, manufacturing, materials, and quality considerations associated with small arms, providing a broad technical perspective for readers in engineering and related fields.
🔧 Topics covered include:
• Evolution and classification of small arms
• Mechanics and internal & external ballistics
• Engineering principles behind barrels and actions
• Operating principles and system architecture
• Ammunition and propellant fundamentals
• Quality considerations in engineering design
• Modern manufacturing technologies such as MIM
• Surface treatments and polymer materials
• Manufacturing-process selection and product quality
• Common system failures and catastrophic failure analysis
• Anatomical studies of selected small-arm systems
🎓 Ideal for: Graduate students and professionals in mechanical design, armament engineering, manufacturing, maintenance, and related technical disciplines.
🧠 A broad technical reference connecting engineering principles, materials, manufacturing, and system-level analysis.
#MechanicalEngineering #Engineering #Manufacturing #MaterialsEngineering #Ballistics #EngineeringDesign #QualityControl #FailureAnalysis #IndustrialEngineering #TechnicalBooks