#jupyter_notebook#artificial_intelligence#book#large_language_models#llm#llms#oreilly#oreilly_books
You can learn how to use Large Language Models (LLMs) effectively through the book *Hands-On Large Language Models* by Jay Alammar and Maarten Grootendorst. This book uses nearly 300 custom illustrations to explain key concepts and practical tools for working with LLMs, including tokenization, transformers, prompt engineering, fine-tuning, and advanced text generation. It also provides runnable code examples in Google Colab, making it easy to practice and apply what you learn. This resource helps you understand and build your own LLM applications confidently, saving you time and effort in mastering complex AI technology. It’s highly recommended for anyone wanting hands-on experience with LLMs.
https://github.com/HandsOnLLM/Hands-On-Large-Language-Models
Oxygen OS - Port | Android 16 | Nothing Phone (2)
✍️Details:
- Based On: OxygenOS 16.0.3 (Base Oneplus 12R)
- Version: 1.2.0
- Codename: #Pong
- Build date: 14/04/26
🔽 Chnangelog & Download:Here
❌ Known Issues: Here
🔖 Tags: #OxygenOS#Port
⚠️ Notes
- SELinux is Permissive.
- FW is included, do not flash again!
- Root: The shipped kernel is rooted with KSU (KernelSU) by default.
- Kernels: Custom kernels are NOT supported.
- This build uses a non-secure crypto engine implementation. Any passwords set for privacy features (such as app lock, app hiding, or file vault) can be easily bypassed by simply deleting the associated storage files. Do not rely on it for real security or for protecting sensitive personal data.
Special Thanks to @Superuser1958 and @GhostRX89!
👤 Maintainers : @CyberPhantom52 | @El_pong
💬 Chat: @NothingPhone2
🔔 Updates: @NothingPhone2Updates
Oxygen OS - Port | Android 16 | Nothing Phone (2)
✍️Details:
- Based On: OxygenOS 16.0.3 (Base Oneplus 12R)
- Version: 1.1.0
- Codename: #Pong
- Build date: 23/03/26
🔽 Cnangelog & Download:Here
❌ Known Issues: Here
🔖 Tags: #OxygenOS#Port
⚠️ Notes
- SELinux is Permissive.
- Root: The shipped kernel is rooted with KSU (KernelSU) by default.
- Kernels: Custom kernels are NOT supported.
- Encryption: Storage is NOT encrypted. A Format Data is mandatory if you are currently encrypted.
- This build uses a non-secure crypto engine implementation. Any passwords set for privacy features (such as app lock, app hiding, or file vault) can be easily bypassed by simply deleting the associated storage files. Do not rely on it for real security or for protecting sensitive personal data.
Special Thanks to @Superuser1958 and @GhostRX89
👤 Maintainers : @CyberPhantom52 | @El_pong
💬 Chat: @NothingPhone2
🔔 Updates: @NothingPhone2Updates
Oxygen OS - Port | Android 16 | Nothing Phone (2)
✍️Details:
- Version: 16.0.3 RC.1 (Base Oneplus 12R)
- Codename: #Pong
- Build date: 23/03/26
🔽 Download:Here
💰 Changelogs & Flashing: Here
❌ Known Issues: Here
🔖 Tags: #OxygenOS#Port
⚠️ Notes
- SELinux is Permissive.
- Root: The shipped kernel is rooted with KSU (KernelSU) by default.
- Kernels: Custom kernels are NOT supported.
- Encryption: Storage is NOT encrypted. A Format Data is mandatory if you are currently encrypted.
- FOD Brightness Limitation: The fingerprint scanner will only register successfully when your screen brightness is manually set to at least 70%. Will be fixed in a future release.
- This build uses a NON-secure cryptoeng implementation. Any password protection can be trivially bypassed by deleting the storage files. Use this only to get the features working; do not rely on it for actual security or storing sensitive personal data.
👤 Maintainers : @CyberPhantom52 | @El_pong
💬 Chat: @NothingPhone2
🔔 Updates: @NothingPhone2Updates