Awesome List Updates on Apr 30, 2024
13 awesome lists updated today.
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1. Awesome Azure Openai Llm
RLHF (Reinforcement Learning from Human Feedback) & SFT (Supervised Fine-Tuning) / Llama Finetuning
- ORPO (odds ratio preference optimization): Monolithic Preference Optimization without Reference Model. New method that
combines supervised fine-tuning and preference alignment into one processgit (⭐395) [12 Mar 2024] Fine-tune Llama 3 with ORPO [Apr 2024]
OpenAI's Roadmap and Products / OpenAI Products
- ChatGPT Memory: Remembering things you discuss
across all chatssaves you from having to repeat information and makes future conversations more helpful. [Apr 2024]
Trustworthy, Safe and Secure LLM / GPT series release date
- The Instruction Hierarchy: Training LLMs to Prioritize Privileged Instructions. The OpenAI highlights the need for instruction privileges in LLMs to prevent attacks and proposes training models to conditionally follow lower-level instructions based on their alignment with higher-level instructions. [19 Apr 2024]
Survey on Large Language Models / GPT series release date
- State of AI
- Retool: Status of AI: A Report on AI In Production 2023 -> 2024
- The State of Generative AI in the Enterprise [ⓒ2023]
- 96% of AI spend is on inference, not training. 2. Only 10% of enterprises pre-trained own models. 3. 85% of models in use are closed-source. 4. 60% of enterprises use multiple models.
- Standford AI Index Annual Report
Section 11: Datasets for LLM Training / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)
- FineWeb: HuggingFace: crawled 15 trillion tokens of high-quality web data from the summer of 2013 to March 2024. [Apr 2024]
LLM Evalution Benchmarks / Language Understanding and QA
- MMLU (Massive Multitask Language Understanding) (⭐1.1k): Over 15,000 questions across 57 diverse tasks. [Published in 2021]
2. Awesome Privacy
Menstrual cycle trackers
Bluemoon - Open source, privacy friendly menstruation tracking app. Your period, your data!
- Drip - Menstrual cycle and fertility tracking. Everything you enter stays on your device.
- Euki - The period tracker that doesn’t track you.
- Periodical (⭐114) - A calendar to track your menstruation and calculate possible fertile days
3. Awesome Deno
Resources in Other Languages / Korean
- Deno Korea - Deno Korean User Group.
4. Awesome Kotlin
Links / Resources
- Kotlin: An Illustrated Guide - Illustrated guide to learn Kotlin
5. Free for Dev
Issue Tracking and Project Management
- leiga.com — Leiga is a SaaS product that uses AI to automatically manage your projects, helping your team stay focused and unleash immense potential, ensuring your projects progress as planned. Free for up to 10 users, 20 custom fields, 2GB of storage space, Video Recording with AI limited to 5 mins/video, Automation Runs at 20/user/month.
Design Inspiration
- Page Flows - [Mobile / web videos and screenshots] Videos of full flows across many mobile and web apps. Also includes screenshots. Highly searchable and indexed.
Miscellaneous
- BackgroundStyler.com - Create aesthetic screenshots of your code, text or images to share on social media.
6. Awesome Yew
Projects
- windows-terminal-theme-generator (⭐15) - Simplify your life to create a windows terminal theme. Live Demo
7. Awesome Neovim
Scrolling / Diagnostics
- niuiic/scroll.nvim (⭐17) - Smooth scrolling, custom smooth strategy.
8. Awesome Jax
Libraries / New Libraries
- EasyDeL - EasyDeL 🔮 is an OpenSource Library to make your training faster and more Optimized With cool Options for training and serving (Llama, MPT, Mixtral, Falcon, etc) in JAX
- dynamiqs - High-performance and differentiable simulations of quantum systems with JAX.
9. Awesome Langchain
Other LLM Frameworks / Videos Playlists
- AgentScope (⭐4.5k): Start building LLM-empowered multi-agent applications in an easier way.
10. Awesome Rust
Applications / Audio and Music
- dano (⭐139) - A hashdeep/md5tree (but much more) for media files
Libraries / Compression
- zip
- zip-rs/zip2 (⭐80) [zip] - read and write ZIP archives
11. Awesome Plotters
Hardware / Plotters
- NextDraw - The Bantam Tools successor to the popular AxiDraw pen plotter.
Inspiration, Instruction, and Research / Fonts
- Buildlog.net Atari 1020 Plotter Retrofit - Blog post and video about converting an Atari 1020 plotter to use a ESP32-based GRBL controller.
- Texas Instruments HX-1000 Plotter Photos - Photo gallery of the plotter's exterior, interior, and packaging.
Manuals, Ephemera, Papers, and Patents / Manuals
- SEGA SP-400 Operation Manual - This doesn't present as a flippable book on the archive, but the original page scans are still available for download.
Manuals, Ephemera, Papers, and Patents / Ephemera
- IEEE Electronic Systems News Autumn (1985) - Review of the three-color Penman robotic plotter.
- Apple II Business Graphics Film (1982) - There's a Strobe Model 100 Graphics Plotter drawing bar charts at 4:57.
12. Awesome Angular
Newsletters
Blogs / Google Developer Experts
Style Guides / Google Developer Experts
Mixed utilities / Google Developer Experts
- angular components (⭐24k) - Component infrastructure and Material Design components for Angular.
Material Based / Google Developer Experts
- Covalent (⭐2.2k) - Teradata UI Platform built on Angular Material.
- IgniteUI Angular (⭐569) - Ignite UI for Angular is a complete library of Angular-native, Material-based Angular UI components with the fastest grids, charts, and more.
- Alyle UI (⭐290) - Minimal Design, a set of components for Angular 16+.
- angular-material-extensions/google-maps-autocomplete (⭐169) - Autocomplete input component and directive for google-maps built with angular material design.
- angular-material-extensions/password-strength (⭐284) - Angular UI library to illustrate and validate a password's strength with material design.
- angular material components (⭐328) - Angular Material Library provide extra components for every project.
13. Awesome Plone
Security
- collective.contactformprotection (⭐0) - Disables the default
contact-infoform or protect it withplone.formwidget.[h|re]captcha.
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- Next: Apr 29, 2024