Awesome List Updates on Oct 21, 2023
11 awesome lists updated today.
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1. Awesome Azure Openai Llm
Survey on Large Language Models / GPT series release date
Microsoft Research Recap
- Research at Microsoft 2023: A year of groundbreaking AI advances and discoveries
- Data Management For Large Language Models: A Survey [4 Dec 2023]
- Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond:[cnt] [26 Apr 2023]
- A Cookbook of Self-Supervised Learning:[cnt] [24 Apr 2023]
- A Survey on In-context Learning:[cnt] [31 Dec 2022]
- A Survey on Evaluation of Large Language Models:[cnt] [6 Jul 2023]
- Mitigating Hallucination in LLMs: Summarizes 32 techniques to mitigate hallucination in LLMs [cnt] [2 Jan 2024]
- Retrieval-Augmented Generation for Large Language Models: A Survey [cnt] [18 Dec 2023]
- A Survey on Multimodal Large Language Models:[cnt] [23 Jun 2023]
- SEED-Bench: Benchmarking Multimodal LLMs with Generative Comprehension: [cnt] [30 Jul 2023]
- Survey of Hallucination in Natural Language Generation:[cnt] [8 Feb 2022]
- Hallucination in LLMs:[cnt] [9 Nov 2023]
- Evaluating Large Language Models: A Comprehensive Survey:[cnt] [30 Oct 2023]
- A Survey of Techniques for Optimizing Transformer Inference:[cnt] [16 Jul 2023]
- An Overview on Language Models: Recent Developments and Outlook:[cnt] [10 Mar 2023]
- Efficient Guided Generation for Large Language Models:[cnt] [19 Jul 2023]
- Challenges & Application of LLMs:[cnt] [11 Jun 2023]
- A Survey on LLM-based Autonomous Agents:[cnt] [22 Aug 2023]
- A Survey on Efficient Training of Transformers:[cnt] [2 Feb 2023]
- Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback:[cnt] [27 Jul 2023]
- Scaling Down to Scale Up: A Guide to Parameter-Efficient Fine-Tuning:[cnt] [28 Mar 2023]
- Survey of Aligned LLMs:[cnt] [24 Jul 2023]
- Survey on Instruction Tuning for LLMs:[cnt] [21 Aug 2023]
- A Survey on Transformers in Reinforcement Learning:[cnt] [8 Jan 2023]
- Model Compression for LLMs:[cnt] [15 Aug 2023]
- Foundation Models in Vision:[cnt] [25 Jul 2023]
- Multimodal Deep Learning:[cnt] [12 Jan 2023]
- Trustworthy LLMs:[cnt] [10 Aug 2023]
- Universal and Transferable Adversarial Attacks on Aligned Language Models:[cnt] [27 Jul 2023]
- A Survey of LLMs for Healthcare:[cnt] [9 Oct 2023]
- Overview of Factuality in LLMs:[cnt] [11 Oct 2023]
- A Comprehensive Survey of Compression Algorithms for Language Models [27 Jan 2024]
2. Awesome Github Wiki
Useful links with tips & tricks
3. Awesome Cpp
Configuration
- toml11 (⭐1k) - a C++11 (or later) header-only toml parser/encoder depending only on C++ standard library. [MIT]
4. Awesome Qubes OS
Clearnet & Anonymous Networking / DNS
- dnscrypt-proxy - Run dnscrypt-proxy inside of sys-net to encrypt and secure dns-requests.
5. Awesome Neovim
(requires Neovim 0.5)
- vxpm/ferris.nvim (⭐87) - Interact with Rust-Analyzer's LSP extensions.
Terminal Integration / Diagnostics
- niuiic/terminal.nvim (⭐20) - Manage terminal as buffer, multiple terminals support.
6. Free Programming Books (English, By Subjects)
Algorithms & Data Structures
- Learning Algorithm - Compiled from StackOverflow documentation (PDF)
7. Ai Collective Tools
Logo Generator
- Looka - Use Looka's AI-powered platform to design a logo and build a brand you love.
#free
Video Generator
- Pictory AI - Pictory AI is a video creation tool that makes it effortless to produce short videos from your long-form content like scripts, posts
#paid
8. Awesome Board Games
Party
Bruxelles 1893
Bruxelles 1893 is a worker placement game with elements of bidding and majority control. Each player is an architect of the late 19th century and is trying to achieve, through various actions, an architectural work in the Art Nouveau style. The most successful building yields the most points. Each player can also create works of art to increase his score.The action board is modular, with not every player having access to each action each turn. Some actions cost money – acquiring high-quality materials, building a level of your personal house, finding a patron, creating a work of art, selling that art for money and prestige – while other actions are free but can potentially cause you to lose one of your workers; these latter actions include acquiring low-quality materials, activating your patrons, visiting the stock exchange, and taking one of the actions with a cost. Once everyone has passed on taking more actions, the round ends and players have an art exhibition during which they can sell works. After this, players receive prestige points or bonus cards based on the symbols they've placed their workers next to on the action board.After five rounds, the game ends and players score bonus points based on their architect level, their bonus cards, how well they've completed their work, and their money on hand. The player with the most points wins.
Players | Min. Age | Time |
---|---|---|
2 - 5 | 13 | 50-125m |
Here I Stand
Here I Stand is the first card-driven game to prominently feature secret deal-making. A true six-sided diplomatic struggle, the game places a heavy emphasis on successful alliance-building through negotiations that occur away from the table during the pre-turn Diplomacy Phase. Set during the period in which Niccolò Machiavelli published his masterpiece "The Prince," backstabbing is always possible, especially because the card deck is loaded with event and response cards that can be played by any power to disrupt the plans of the powers in the lead.Here I Stand integrates religion, politics, economics, and diplomacy in a card-driven design. Games vary in length from 3–4 hours for a tournament scenario up to full campaign games that run about twice the time. Rules to play games with 3, 4, or 5 players are also included. The 3-player game is just as well balanced as the standard 6-player configuration, taking advantage of the natural alliances of the period.
Players | Min. Age | Time |
---|---|---|
2 - 6 | 12 | 180-360m |
Space Marine: The Board Game
In the grim darkness of the 41st Millennium, Humanity is spread thin, fighting a losing battle against enemies all across the galaxy.Space Marine: The Board Game is a thrilling survival game, pitting the noble Lieutenant Titus of the Ultramarines against endless swarms of all-consuming alien horrors!The box is packed with 23 push-fit miniatures, dice, a ruler, a game board, and a 40-page rulebook packed with backstory and missions.You and a friend will take control of either the lone Space Marine, or more than 20 ravenous Tyranids that want to eat him alive.It’s fast-paced action, as Titus fights valiantly to defeat his enemies with superhuman strength and brutal weapons.Can he hold them back, or will the Tyranids overwhelm him in the end?Space Marine: The Board Game represents the perfect foot in the door for anyone who’s completely new to the Warhammer hobby.It’s easy to set up – every model is push-fit – and can be played in around 30 minutes. So if you have friends or family who want to give the worlds of Warhammer a go, this is a brilliant place to start.
Players | Min. Age | Time |
---|---|---|
2 | 12 | 30-60m |
Moon
Moon depicts an almost plausible rush to construct lunar bases that are attractive places to live and work for the people of Earth. The most prestigious base will become the new lunar capital! The game employs the familiar "pick & pass" or "hand drafting" mechanism for players to select a new structure cards to add to their base. Each hand of cards represents a convoy of experts and equipment travelling between the players' outposts, giving the player the choice of one new construction each turn. In a new twist on the genre, each hand always contains one of a number of "Expedition" cards that grant a special free action every turn before passing on to the next player.Wooden lunar rover tokens are a neutral resource that add a worker placement element to the game. They are also used to break ties and so must be used with care. Over the three distinct eras of the game, players compete for majority in 5 aspects of their bases: housing, transportation, science, industry, and food production. At the end of each era, the leader in each of these areas as determined by flag icons on their constructed buildings, collects bonus victory points.
Players | Min. Age | Time |
---|---|---|
1 - 5 | 10 | 45-90m |
Paperback
You are a paperback author trying to finish novels for your editor. Complete Westerns, Science Fiction, Romance or even the rare Best-Seller. Live the dream — and maybe pay the bills. Word-building meets deck-building in the unique game Paperback. Players start with a deck of letter cards and wild cards. Each hand they form words, and purchase more powerful letters based on how well their word scored. Most letters have abilities that activate when they are used in a word, such as drawing more cards or double letter score. Players buy wilds to gain victory points. Variant included for cooperative play.
Players | Min. Age | Time |
---|---|---|
2 - 5 | 8 | 45m |
Photosynthesis
Photosynthesis is a visually captivating board game that invites players to immerse themselves in the beauty of a forest's life cycle. In this game, you'll strategically grow and shape your trees as they strive to reach for the sun's nourishing light. With its unique 3D cardboard trees and a thematic focus on ecology, Photosynthesis provides not only a delightful gaming experience but also an educational one. Players must strategically position their trees to maximize sunlight exposure while casting shadows on their opponents' growth.
Players | Min. Age | Time |
---|---|---|
2 - 4 | 10 | 30m |
Kemet
Kemet is a thrilling and strategic board game set in the mystical world of ancient Egypt. Players take on the roles of different Egyptian tribes vying for dominance. The game is known for its asymmetric powers, offering each tribe unique abilities and strengths. The goal is to build a powerful army, engage in epic battles, and conquer temples to gain victory points. With its rich theme, engaging battles, and diverse strategies, Kemet offers a dynamic and competitive gaming experience, where only the most cunning and powerful tribe will emerge victorious.
Players | Min. Age | Time |
---|---|---|
2 - 5 | 13 | 90m |
9. Awesome Selfhosted
Software / Money, Budgeting & Management
- Galette - Galette is a membership management web application towards non profit organizations. (Source Code)
GPL-3.0
PHP
10. Magictools
Communities / Voxel Editors
11. Awesome Angular
Developer tools / Google Developer Experts
- Scuri Code - A VS Code extention that will generate and maintain seeds for your unit tests.
Testing / Google Developer Experts
- Auto-create and -update tests tool - Automate Angular unit test and boilerplate with this schematic.
Editor Components / Google Developer Experts
- ckeditor - Ckeditor plugin for Angular2+.
Scroll / Google Developer Experts
- @robingenz/ngx-infinite-scroll (⭐4) - Simple Angular directive for infinite scrolling.
Unspecified / Google Developer Experts
- Dev Extreme - Feature-Complete 65+ Angular Component Suite.
- Taiga UI - Powerful set of open source components for Angular!
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- Next: Oct 20, 2023