#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
Project Infinity X - Official | A14| Nothing Phone 2 (Pong)
📝 Details:
- Version: v1.6
- Device: #Pong
- Released: 25/10/24
⬇️ Download: Here
📖 Changelogs: Device | Source
📔 Instructions: Here
🎄 Device tree : Here
🖼 Screenshot : Here | Here
🆘 Support: Device
🏷 Tags: #AOSP#ROM#InfinityX#U#QPR3#Official
✍️ Note:
• Read changelogs
• OTA available
• Base firmware 2.6.0 is recommended
• Dirty flash possible from previous build
• Based on Qpr3 September Security Patch
• Dolby Atmos available
• Flash meteoric kernel for KSU support
• Nik gapps recommend for vanilla version
🏆 Credits:
- Chandu Dyavanapelli for DT Base
- Hellboy for kernel tree
- Fabian and Hellboy for Glyph Implementation
👤 Maintainer: @Ghosutox
🔔 Updates: @NothingPhone2Updates
🐙 Chat: @NothingPhone2
Project Infinity X - Official | A14| Nothing Phone 2 (Pong)
📝 Details:
- Version: v1.5
- Device: #Pong
- Released: 11/09/24
⬇️ Download: Here
📖 Changelogs: Device | Source
📔 Instructions: Here
🎄 Device tree : Here
🖼 Screenshot : Here | Here
🆘 Support: Device
🏷 Tags: #AOSP#ROM#InfinityX#U#QPR3#Official
✍️ Note:
• Read changelogs
• Base firmware 2.6.0 is recommended
• Dirty flash possible from previous build
• Based on Qpr3 September Security Patch
• Dolby Atmos available
• Flash meteoric kernel for KSU support
• Nik gapps recommend for vanilla version
🏆 Credits:
- Chandu Dyavanapelli for kernel & DT Base
- Fabian and Hellboy for Glyph Implementation
👤 Maintainer: @Ghosutox
🔔 Updates: @NothingPhone2Updates
🐙 Chat: @NothingPhone2
Project Infinity X - Official | A14| Nothing Phone 2 (Pong)
📝 Details:
- Version: v1.4
- Device: #Pong
- Released: 27/08/24
⬇️ Download: Here
📔 Instructions: Here
🎄 Device tree : Here
🖼 Screenshot : Here | Here
🆘 Support: Device
🏷 Tags: #AOSP#ROM#InfinityX#U#QPR3#Official
✍️ Note:
• Initial official release
• Base firmware 2.6.0 is recommended
• Clean flash mandatory
• Based on Qpr3 August Security Patch
• Dolby Atmos available
• Flash meteoric kernel for KSU support
• Nik gapps recommend for vanilla version
🏆 Credits:
- Chandu Dyavanapelli for kernel & DT Base
- Fabian and Hellboy for Glyph Implementation
👤 Maintainer: @Ghosutox
🔔 Updates: @NothingPhone2Updates
🐙 Chat: @NothingPhone2