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Proficient in large models such as ChatGPT and mastering the most cutting-edge technology, this is an excellent resource
Proficient in large models such as ChatGPT and mastering the most cutting-edge technology, this is an excellent resource
In recent months, if you want to ask which models are the most out-of-the-box in the AI industry, the first ones to bear the brunt should be the ChatGPT, GPT-4 and other models released by OpenAI. These intelligent models have greatly changed human thinking and problem solving. ways that may reshape today’s world.
But unfortunately, OpenAI is not open. They are unlikely to open source all the technical details of models such as ChatGPT, which is not friendly to people who want to understand the technical principles behind them. At the same time, many questions followed. For example, for a certain research, which AI technologies serve as its core support? What are the extended cutting-edge research and many other questions. At this time, a community in which everyone can participate becomes particularly important.
The open artificial intelligence community can provide a platform where AI practitioners and enthusiasts can exchange experiences, share results, discuss issues, and obtain the latest information and resources. In addition, it can also promote connections and communication among researchers from different fields, different backgrounds, and different regions to form a cohesive and influential group. As the community grows, it can also attract more people interested in artificial intelligence to join, provide an environment for learning and growth, and help them improve their abilities and qualities.
Next we will introduce to you a new community that has emerged recently, called EgoAlpha, which is now open source on GitHub, preview The address is as follows:
Github community address: https://github.com/EgoAlpha/prompt-in-context- learning
EgoAlpha helps you answer questions
EgoAlpha is a community that can be used to learn and communicate. By better exploring technical principles, the community provides Researchers have provided many excellent resource platforms including prompt projects, model testing sites, etc.
This community has the latest paper sources, provides a feast of freshly baked papers, and provides spiritual food for researchers; the community has a one-click model testing site to facilitate tracking of the latest large models , to provide learners with a deeper technical understanding; the community will also publish sample tutorials to help beginners master the operating principles of large models; in addition, the community will guide readers step by step on how to use ChatGPT to experience its rich functionality from a first perspective Function etc.
Community Introduction
This community contains four sections, namely paper list, model testing site, prompt project, and ChatGPT question examples.
(1) Paper list
The list of papers is placed on the homepage. It mainly updates the content of papers involving prompt engineering review, basic large models, contextual learning, multi-modal prompts and other fields. The EgoAlpha community updates paper information daily and in the order of publication time. show.
Each paper in this community provides: the publication time of the paper, the number of citations (Citations), the number of readings (Mendeley Readers), Number of relevant public reports, Github code hosting links, and community stars (Github Stars). The presentation of the above list facilitates readers to quickly locate high-value paper content for reading and learning. The following is an example of paper display:
Due to the limited page space, only up to 10 papers are presented in the fields covered by each paper. The complete list of papers can be clicked on each one. Jump directly to a more detailed page below the paper column. Click for an example:
(2) Model Testing Ground
#This column provides relevant information and network links of the current mainstream large models, readers can quickly access Use large models to practice and experience prompt learning.
At the same time, the EgoAlpha learning community tracks various large models and continuously supplements and updates relevant information of large models. Among them, the model testing site provides the latest and open source large models to facilitate readers' use and experience. The models in the table below can be accessed directly through the link. The direct page contains the usage guide and API interface of the model, which is convenient for all developers and researchers to explore and experience:
The models in the table below all provide pre-trained weights, developers can fine-tune them (without changing the original backbone architecture), and people can intuitively see it by using the pre-trained weights A working model for a good research team.
The following table shows that the relevant models and codes are not yet open source. However, instructions from the official website are provided to facilitate subsequent follow-up and update progress.
(3) Prompt Project
EgoAlpha releases tutorials on prompt projects, summarizing the latest research results at home and abroad , explains the methods and principles of the new generation of artificial intelligence technology, hoping to help readers start from scratch and gradually become proficient in related technologies and theories of prompt engineering and contextual learning.
This column provides general design principles and corresponding frameworks, and also provides general prompts and techniques to facilitate the use of prompt projects to generalize and handle more large model-related tasks.
(4) ChatGPT question examples
In Chinese and English The form is presented to the public and provides application examples of ChatGPT. From the three aspects of helping learning, helping work, and enriching experience, reasonable and interesting examples are used to show how to use ChatGPT to enhance personal abilities
This column is specially designed for ChatGPT and provides detailed Instructions for using the prompt project, including prompt design in many scenarios, facilitate readers to use efficient and flexible query methods to obtain the expected answer results.
We have written Chinese prompt project instructions for ChatGPT:
(5) Daily information
# Disseminate major domestic and foreign cutting-edge scientific and technological information every day, including updates to papers and the latest cutting-edge technology Dynamic, covering the research progress related to large models.
Follow-up improvement
Thesis section, this community will update and push papers in real time based on self-designed software programs; model The test site and prompt project will also add code cases in the future for developers to easily understand and use; the web page is also being developed in an orderly manner, aiming to present it to readers in a variety of ways, supplemented by more interactive methods, to bring more Good learning experience.
Community Focus
Research, learn and experience the latest technological achievements of general artificial intelligence (AGI). The development of general artificial intelligence will go through three important stages: perceptual intelligence, cognitive intelligence and evolutionary intelligence. Its development can be seen as a process from passive perception to active cognition and then to self-evolution. In this process, technology is rapidly iterating, and research results are overwhelming. EgoAlpha helps you grasp the latest cutting-edge trends in one stop, keep up with the times, and learn to use AI to help you improve your capabilities.
Welcome everyone to join the EgoAlpha learning community. If you have questions, there will be responses.
EgoAlpha is all you need!
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