#python#deep_learning#inference#llm#nlp#pytorch#transformer
Nano-vLLM is a small, fast, and easy-to-understand tool for running large language models offline. It matches the speed of bigger systems like vLLM but uses only about 1,200 lines of clean Python code, making it simple to read and modify. It includes smart features like prefix caching and tensor parallelism to boost performance. You can install it easily and run models like Qwen3-0.6B on your own GPU. This tool is great if you want fast, efficient AI inference without complex setups, ideal for learning, research, or small deployments on limited hardware.
https://github.com/GeeeekExplorer/nano-vllm
Bliss - Official | Android 15 | Nothing Phone (2)
✍️ Details:
- Version: 18.5
- Codename: #Pong
- Released: 21/4/25
🔽Download:Vanilla | Vanilla(Mirror) (Recovery Build)
🆘 Support : Here
⚙️ Installation: Here
📸 Screenshots: Here
🔖 Tags : #ROM#AOSP#Official#Bliss#V
✨ ChangelogsROM | Device
✍️ Note:
- Vanilla only
- clean flash recommended
- you can use this gapps: here, or flash your choice of gapps/microg if you know what you're doing
- ksu disabled bcs of official requirements
🏆 Credits
- @Ghosuto7 for DT
- Hellboy for Meteoric kernel
- Fabian for PA Glyph Implementation
- Testers
😎 Maintainer : @Drishal
🔔 Updates : @NothingPhone2Updates
💬 Chat : @NothingPhone2
Bliss - Official | Android 15 | Nothing Phone (2)
✍️ Details:
- Version: 18.2
- Codename: #Pong
- Released: 29/1/25
🔽 Download: [ Vanilla | Gapps ] (Recovery Build)
🆘 Support : Here
⚙️ Installation: Here
📸 Screenshots: Here
✨ Source Changelogs: Here
🔖 Tags : #ROM#AOSP#Official#Bliss#V
✨ Changelogs
- Update to NOS V3.0-250113-1723 firmware
- Improvements to system performance and stability
✍️ Note:
- Both Gapps and Vanilla build available
🏆 Credits
- Chandu for base DT
- Hellboy for Meteoric kernel
- Fabian for PA Glyph Implementation
- Testers
- Note: bliss is not patched with ksu due to official requirements
😎 Maintainer : @Drishal
🔔 Updates : @NothingPhone2Updates
💬 Chat : @NothingPhone2