#jupyter_notebook#ai#artificial_intelligence#chatgpt#deep_learning#from_scratch#gpt#language_model#large_language_models#llm#machine_learning#python#pytorch#transformer
You can learn how to build your own large language model (LLM) like GPT from scratch with clear, step-by-step guidance, including coding, training, and fine-tuning, all explained with examples and diagrams. This approach mirrors how big models like ChatGPT are made but is designed to run on a regular laptop without special hardware. You also get access to code for loading pretrained models and fine-tuning them for tasks like text classification or instruction following. This helps you deeply understand how LLMs work inside and lets you create your own functional AI assistant, gaining practical skills in AI development[1][2][3][4].
https://github.com/rasbt/LLMs-from-scratch
🚗💨 Introducing the track-ready Cadillac CT5-V! 🎉
This powerful beast now features a Precision Package with enhanced suspension, including increased stiffness and reprogrammed adaptive dampers for an exhilarating ride on the track! 🏁✨
🔧 Key Highlights:
- Carbon-Ceramic Brakes for superior stopping power 🛑
- 6.2L V8 Engine producing an impressive 677 hp and 892 Nm of torque 💪🔥
- RWD for that ultimate driving experience!
Get ready to unleash the power! 💥
#CadillacCT5V#PrecisionPackage#TrackReady#V8Power#Auto
🚗✨Introducing the Updated Porsche 911 GT3!✨🚗
The iconic 911 GT3 has received a stunning facelift, enhancing its road and track performance! 🏁
🔍What’s New?
• Sleek Design: Updated lighting and bumpers inspired by the latest 911 models.
• Interior Upgrade: A new digital dashboard and lightweight carbon seats with removable headrests for helmet use on the track! 🎧🏎️
• Powertrain: The legendary 4.0L flat-six engine remains at 510 hp, now compliant with Euro 6e standards, featuring two particulate filters and four catalytic converters. However, max torque has been adjusted from 470 Nm to 450 Nm.
🌟Options Galore:
The GT3 will still offer the Touring package, featuring a discreet retractable spoiler and luxurious leather finishes instead of suede.
💰Pricing:
• Starting at €209,000 in Germany 🇩🇪
• Starting at $224,495 in the USA 🇺🇸
🗓️Order Book Opening: Late this year!
#Porsche911GT3#SportsCar#CarEnthusiasts#TrackReady#LuxuryPerformance#PorscheLife#Auto
🏁🚗 Toyota Unveils Upgraded Supra GT4 Evo2! 🌟
Get ready to hit the track with the latest iteration of the iconic Supra GT4, now available for €202,000!💰 This is the second upgrade, designed with valuable feedback from racers.
🔧 What's New:
- Enhanced ABS for better control 🛠️
- Optimized ZF automatic transmission for smoother shifts ⚙️
- Improved cooling for the powerful 3.0L inline-six engine ❄️
- Refined cabin temperature for ultimate comfort during races 🌬️
#ToyotaSupra#GT4Evo2#Racing#TrackReady#CarEnthusiasts#AutomotiveInnovation#Supra#Sports
🚗💨Introducing the Porsche 911 GT3 RS with Manthey Racing Tuning Kit!💥🏁
Transform your track experience with a stunning upgrade for just $125,000! This kit significantly enhances stability and handling, generating over a ton of downforce at speeds of 285 km/h without increasing drag. ⚙️✨
🔧Key Features:
• 30% stiffer springs in the front and 15% in the rear
• New adaptive dampers with dual valves for independent control
• Lightning-fast response time (20-30 ms) managed by a custom module
• Enhanced brake lines and optional high-durability racing pads
🏆 The Manthey Racing team is on a mission to shave seconds off the lap time at the legendary Nürburgring! ⏱️🌟
#Porsche911#GT3RS#MantheyRacing#TrackReady#PerformanceUpgrade#Nürburgring#CarEnthusiast#RacingLife#Supercar#Auto