> Sorry, had to

Well, your reply was much more polite than the old "RTFM!"

cont

P: I want you to act as a social media manager. You will be responsible for developing and executing campaigns across all relevant platforms, engage with the audience by responding to questions and comments, monitor conversations through community management tools, use analytics to measure success, create engaging content and update regularly. My first suggestion request is "I need help managing the presence of an organization on Twitter in order to increase brand awareness."

A: As a social media manager, I suggest using Twitter's analytics tools to monitor the performance of your tweets and identify what type of content is performing the best. You can also use hashtags to target specific audiences and monitor conversations related to your brand. Additionally, you can use Twitter's Ads tools to reach out to new audiences and target existing followers. Regularly engaging with users and responding to their queries is also important for building relationships with them, as well as creating an online community around the brand.

V: Sure, I'd be happy to help you manage your organization's presence on Twitter! Here are some steps I recommend taking to increase brand awareness:

1. Develop a content strategy: Create a plan for the types of content you want to post, including tweets, images, and videos. Consider what will be most interesting and engaging to your target audience, and make sure to vary the types of content you post.

2. Use relevant hashtags: Research and use relevant hashtags to help your tweets reach a wider audience. Be sure to also create a branded hashtag for your organization.

3. Engage with your audience: Respond to comments and messages, and engage with your followers by sharing their content and thanking them for their support.

4. Monitor conversations: Use community management tools to monitor conversations related to your industry and brand. This will help you stay on top of industry trends and identify any potential issues.

5. Use analytics: Regularly check your Twitter analytics to see what's working and what's not. Use this data to improve your content strategy and adjust your approach as needed.

6. Create engaging content: Regularly post interesting and engaging content that will appeal to your target audience. Use images and videos to make your tweets stand out, and consider using Twitter polls to create engagement.

7. Collaborate with influencers: Collaborate with influencers in your industry to help spread the word about your brand and increase your reach.

8. Run promotions and contests: Consider running promotions and contests to encourage engagement and increase brand awareness.

By following these steps and staying active on Twitter, you can increase brand awareness and build a strong presence on the platform.

P: I want you to act as a title generator for written pieces. I will provide you with the topic and key words of an article, and you will generate five attention-grabbing titles. Please keep the title concise and under 20 words, and ensure that the meaning is maintained. Replies will utilize the language type of the topic. My first topic is "LearnData, a knowledge base built on VuePress, in which I integrated all of my notes and articles, making it easy for me to use and share."

A:

1. Exploring LearnData: A Comprehensive Guide

2. Grow Your Knowledge with LearnData

3. Leverage LearnData for Easy Reference

4. Share Your Wisdom with LearnData

5. Harness the Power of LearnData

V:

1. "LearnData: A Comprehensive Knowledge Base Built on VuePress"

2. "Effortlessly Organize and Share Your Notes and Articles with LearnData"

3. "Building a Custom Knowledge Base with LearnData: A VuePress Tutorial"

4. "Maximize Learning Efficiency with LearnData, a Personalized Knowledge Base"

5. "Discover the Power of a Personal Knowledge Base with LearnData"

Pretty good. Some of the responses seem better than Alpaca, while on the shampoo one it got it wrong in the first part, but the second part was better.

So I re-did some of the prompts I tried on the Alpaca demo that was live for a brief period of time (hosted by the og team, I think 7b):

Results:

P: I want you to act as a fallacy finder. You will be on the lookout for invalid arguments so you can call out any logical errors or inconsistencies that may be present in statements and discourse. Your job is to provide evidence-based feedback and point out any fallacies, faulty reasoning, false assumptions, or incorrect conclusions which may have been overlooked by the speaker or writer. My first suggestion request is "This shampoo is excellent because Cristiano Ronaldo used it in the advertisement."

A(lpaca): This statement is an example of the celebrity endorsement fallacy. Cristiano Ronaldo's endorsement of this product does not necessarily make it excellent; there could be other factors that have not been considered which may make it not-so-excellent. Without further evidence, it is not possible to draw a conclusion as to whether the shampoo is excellent or not.

V(icuna): This statement contains a logical error known as the ad hominem fallacy, which is a type of argument that attacks the person making the argument rather than addressing the argument itself. The statement is fallacious because the effectiveness of the shampoo does not depend on the endorsement of Cristiano Ronaldo, and the statement does not provide any evidence to support the claim that the shampoo is excellent.

A more appropriate argument would be: "This shampoo is excellent because it has been tested and proven to be effective, and Cristiano Ronaldo happens to use it."

P: I want you to act as an IT Architect. I will provide some details about the functionality of an application or other digital product, and it will be your job to come up with ways to integrate it into the IT landscape. This could involve analyzing business requirements, performing a gap analysis and mapping the functionality of the new system to the existing IT landscape. Next steps are to create a solution design, a physical network blueprint, definition of interfaces for system integration and a blueprint for the deployment environment. My first request is "I need help to integrate a CMS system."

A: To integrate a CMS system, it is first important to understand the business requirements. A gap analysis should then be conducted to assess the current IT landscape and identify any missing components or dependencies. A solution design should then be created which outlines the components of the CMS system and how they fit into the IT landscape. A network blueprint should also be created which outlines the physical connectivity of all the components, as well as the definition of interfaces for system integration. Finally, a deployment environment blueprint should be created which outlines the steps required for the successful implementation of the CMS system.

V: Sure, I can help you with integrating a CMS system into your IT landscape.

To start, let's understand the business requirements for the CMS system. What are the key functionality and features that the CMS needs to provide? Who are the key stakeholders that will be using the system and what are their specific needs? Once we have a clear understanding of the business requirements, we can perform a gap analysis to identify any gaps between the current IT landscape and the desired functionality of the CMS system.

Next, we can map the functionality of the CMS system to the existing IT landscape, identifying any potential integration points or areas of overlap. This will help us to identify any changes or modifications that need to be made to existing systems in order to accommodate the new CMS system.

Once we have a clear understanding of the business requirements, gap analysis, and integration points, we can begin to design a solution architecture for the CMS system. This will involve selecting the appropriate technology stack, defining the system components, and mapping out the interfaces and data flows between the CMS system and other systems in the IT landscape.

Next, we can create a physical network blueprint, including firewall rules, load balancing, and security measures to ensure that the CMS system is secure and accessible to the appropriate users.

Finally, we can define the deployment environment, including the hardware and software requirements, and create a deployment plan to ensure a smooth and successful integration of the CMS system into the IT landscape.

P: I want you to act as a journalist. You will report on breaking news, write feature stories and opinion pieces, develop research techniques for verifying information and uncovering sources, adhere to journalistic ethics, and deliver accurate reporting using your own distinct style. My first suggestion request is "I need help writing an article about air pollution in major cities around the world."

A: Cities around the world are dealing with a major air pollution crisis. In some places, air quality is so poor that it is threatening the health of citizens and damaging the environment. According to a 2018 report published by the World Health Organization, more than 90% of people in the world live in cities and towns where air quality fails to meet the organization's guidelines. The report further stated that air pollution is the leading environmental cause of premature death worldwide.

In some countries, such as China, India, and Mexico, air pollution has become so severe that it is beginning to affect the economy. Businesses are feeling the pinch due to employees being unable to work, school closures, and reduced tourism.

In order to combat air pollution, governments have implemented various measures such as banning the burning of fossil fuels, imposing regulations on industrial activities, and promoting electric vehicles and renewable energy sources. However, these efforts have had limited success in reversing the trend of rising pollution levels.

In conclusion, air pollution is a major problem in many cities around the world and it is having a major impact on the health and economy of those affected. Governments have responded with various measures, but further action is needed to reduce air pollution to safe levels.

V: Air pollution is a major problem in many cities around the world, affecting the health and well-being of millions of people. The World Health Organization (WHO) estimates that exposure to air pollution causes more than 3 million premature deaths each year, with urban areas disproportionately affected.

The main sources of air pollution in cities include industrial and vehicle emissions, as well as domestic burning of solid fuels. These pollutants can cause a range of health problems, including respiratory diseases, heart disease, and cancer.

Some of the most polluted cities in the world include New Delhi, India; Beijing, China; and Cairo, Egypt. In these cities, air pollution levels often exceed safe limits by many times, posing a serious threat to the health of residents.

To combat air pollution, cities are implementing a variety of measures, such as promoting public transportation, encouraging the use of electric vehicles, and regulating industrial and domestic emissions. In addition, many cities are investing in clean energy technologies, such as solar and wind power, to reduce their carbon footprint and minimize the impact of air pollution.

While progress is being made in many cities, much more needs to be done to address the issue of air pollution. It is important for city governments, as well as individuals, to take action to reduce emissions and protect the air we breathe. By working together, we can create cleaner, healthier cities for future generations.

This is a great initiative! Let's just hope that it doesn't go the way of that classic joke: the french will build it, the germans will make it funny, the british will teach it about food, etc...

Is 0shot really the strength of GPT and especially chatGPT? From my (limited) experience interacting with chatGPT, the value seems to come from prompt understanding and adaptation to my next prompts / corrections. In the context of an assistant, I'm ok with priming the conversation first, if it can handle the subsequent requests better.

badum-tsss

> I have seen many inaccurate claims, e.g. LLaMa-7B with Alpaca being as capable as ChatGPT

I believe you might have misunderstood the claims in Alpaca. They never stated it is as capable as ChatGPT, they found (and you can confirm this yourself) that it accurately replicates the instruction tuning. That is, for most of the areas in the fine-tuning set, a smaller model will output in the same style of davinci. And that's an amazing progress from the raw outputs of the raw models.

That's fair. But you commented out of context, on a post that linked to the blog and not the WSJ article. That's on you.

> https://www.databricks.com/blog/2023/03/24/hello-dolly-democratizing-magic-chatgpt-open-models.html

This is the blog post that I've read. I can't comment on the WSJ article, and your original message implied a bunch of things that, IMO, were not found in the blog post. If you don't like the WSJ angle, your grief should be with them, not databricks. shrug

From the actual blog:

> We show that anyone can take a dated off-the-shelf open source large language model (LLM) and give it magical ChatGPT-like instruction following ability by training it in 30 minutes on one machine, using high-quality training data.

> Acknowledgments > > This work owes much to the efforts and insights of many incredible organizations. This would have been impossible without EleutherAI open sourcing and training GPT-J. We are inspired by the incredible ideas and data from the Stanford Center for Research on Foundation Models and specifically the team behind Alpaca. The core idea behind the outsized power of small dataset is thanks to the original paper on Self-Instruct. We are also thankful to Hugging Face for hosting, open sourcing, and maintaining countless models and libraries; their contribution to the state of the art cannot be overstated.

More to the point of your original message, I searched for "innovative" "innovation" "inovate" and found 0 results in the blog post. I stand by my initial take, the blog post was fair, informative and pretty transparent in what they've done, how, and why.

> and uses a different base model and claims it’s a big innovation

Huh? My read of their blog was that they wanted to highlight the fact that you can fine-tune a ~2yo LLM and still get decent results. I don't think they've claimed this is innovative, or that the innovation is theirs to boast...

I've played with GPT-neo (non X) and GPT-J when they were released, and the results were rough. You had to do a ton of prompt engineering work and exploration to find useful cases. This shows that even smaller, older models can be fine-tuned with the method proposed in Alpaca.

The demo was up for a couple of days. The first hours of it being online were rough (80-200 people in queue). It got better the following day, and better still the 3'rd day. I believe they removed the demo ~1week later. IMO they've proven a point - the demo was extremely impressive for a 7b model.

nanoSingularity goes brrrrr

Hahaha, took me a couple of prompts to see what you did there. Interesting approach, I guess you're looking to see if it can "learn" labels from the prompt and overcome the bias of training (e.g. associating good&awesome, etc with "positive").

> can I expect better outputs than what Stanford Alpaca achieved?

I think better is a bit subjective. They do note that the answers are generally shorter than ChatGPT, because they used text-davinci-003. Using gpt-3.5-turbo would get your answers closer to ChatGPT, but it could also "grab" that boring monotone "firstly... secondly... in conclusion" that often gives it away.

Has there been any attempt to replicate the condition of these scrolls with replicas containing known text? (i.e. take the best papyrus analogue, paint it with the best ink analogue, burn it? in a way that would be a good guess as to what's actually inside)

What does that even mean?!

> which will then spin off

Hopefully not while still attached to the ISS. coughsky coughsky

There's a rent vs buy section in that article. It basically comes down to how much will you use the box, vs. how often / fast do you need to test things out. They go through energy costs and all that in the article. Just plug in your figures and see what the output is.

This is the best article for you right now - https://timdettmers.com/2023/01/30/which-gpu-for-deep-learning/

Follow the GPU recommendation chart, and check out the formulas for figuring out if buying or renting is worth it for you. Tim probably has you covered for what you need.

> TBH, I'm pretty impressed for a 7B parameter model.

Same here. I've tried a bunch of prompts from a repo and the "follow the instruction" part seems pretty good and consistent. The overall quality of the output is of course subpar with chatgpt, but considering the fact that we're talking about 7B vs 175B, this is pretty good!

Some more:

P: I want you to act as a prompt generator. Firstly, I will give you a title like this: "Act as an English Pronunciation Helper". Then you give me a prompt like this: "I want you to act as an English pronunciation assistant for Turkish speaking people. I will write your sentences, and you will only answer their pronunciations, and nothing else. The replies must not be translations of my sentences but only pronunciations. Pronunciations should use Turkish Latin letters for phonetics. Do not write explanations on replies. My first sentence is "how the weather is in Istanbul?"." (You should adapt the sample prompt according to the title I gave. The prompt should be self-explanatory and appropriate to the title, don't refer to the example I gave you.). My first title is "Act as a Code Review Helper" (Give me prompt only)

A: I want you to act as a Code Review Helper.

Prime: I want you to review the code written by another person. Secondary: Your job is to review the code written by another person and make sure it is written properly and according to the code style guidelines. You should also provide constructive feedback to the writer so that they can improve their code writing skills. Tertiary: You should also pay attention to the code structure, syntax and logic and make sure everything is consistent and well-organized. Finally, you should also check for potential bugs and other errors that can compromise the code's accuracy.

P: I want you to act as a text based adventure game. I will type commands and you will reply with a description of what the character sees. I want you to only reply with the game output inside one unique code block, and nothing else. do not write explanations. do not type commands unless I instruct you to do so. when i need to tell you something in english, i will do so by putting text inside curly brackets {like this}. my first command is wake up

A: When I wake up, I see a bright light streaming through the window and casting shadows on the wall. I can smell the fresh morning air and hear the birds chirping outside.

P: I want you to act as a self-help book. You will provide me advice and tips on how to improve certain areas of my life, such as relationships, career development or financial planning. For example, if I am struggling in my relationship with a significant other, you could suggest helpful communication techniques that can bring us closer together. My first request is "I need help staying motivated during difficult times".

A: When life gets difficult and you feel like giving up, it can be hard to stay motivated. However, there are many things you can do to help yourself stay focused and keep striving toward your goals.

First, it is important to recognize the source of your motivation. Are you motivated by achieving a specific goal or by improving yourself in some way? By understanding why you are motivated, it will be easier to stay focused on your goal.

Next, set smaller, achievable goals. Break your larger goals into smaller, manageable tasks. This can help to create a sense of accomplishment and motivation as you see progress and successes along the way.

Moreover, it is important to create a plan and timeline for achieving your goals. Setting a timeline can help to hold you accountable and make sure that you are staying on track.

In addition, find a mentor or a group of people that can provide guidance and support. Having someone who can provide encouragement, feedback, and advice can help to keep you motivated and on the right track.

Finally, remember that life is unpredictable. When times get difficult and you feel like giving up, it is important to remember that it is okay to take a break and re-evaluate your goals. Life is about the journey, not the destination, and taking a break can help to give you perspective and renewed

This is not bad at all!

cont

P: Act as a tech writer. You will act as a creative and engaging technical writer and create guides on how to do different stuff on specific software. I will provide you with basic steps of an app functionality and you will come up with an engaging article on how to do those basic steps. You can ask for screenshots, just add (screenshot) to where you think there should be one and I will add those later. These are the first basic steps of the app functionality: "1.Click on the download button depending on your platform 2.Install the file. 3.Double click to open the app"

A: Welcome to the world of [APP NAME]! This tutorial will show you how to get started with the app.

First, click on the download button depending on your platform. Install the file and then double click to open the app. The app will start up and you will see a main screen. From here you can start exploring the app's features.

To get started, you can click on the "Settings" icon to customize the app's settings. You can also click on the "Help" icon to view the app's user manual.

If you are looking for something specific, you can use the search icon to quickly search through the app's features. You can also click on the different categories listed on the main screen to browse different features.

Once you are done exploring the app, you can click on the "Save" icon to save any changes you have made.

That's it! You have now familiarized yourself with the basics of [APP NAME]. If you need any help, don't hesitate to reach out. Have fun!

P: I want you to act as a journalist. You will report on breaking news, write feature stories and opinion pieces, develop research techniques for verifying information and uncovering sources, adhere to journalistic ethics, and deliver accurate reporting using your own distinct style. My first suggestion request is "I need help writing an article about air pollution in major cities around the world."

A: Cities around the world are dealing with a major air pollution crisis. In some places, air quality is so poor that it is threatening the health of citizens and damaging the environment. According to a 2018 report published by the World Health Organization, more than 90% of people in the world live in cities and towns where air quality fails to meet the organization's guidelines. The report further stated that air pollution is the leading environmental cause of premature death worldwide.

In some countries, such as China, India, and Mexico, air pollution has become so severe that it is beginning to affect the economy. Businesses are feeling the pinch due to employees being unable to work, school closures, and reduced tourism.

In order to combat air pollution, governments have implemented various measures such as banning the burning of fossil fuels, imposing regulations on industrial activities, and promoting electric vehicles and renewable energy sources. However, these efforts have had limited success in reversing the trend of rising pollution levels.

In conclusion, air pollution is a major problem in many cities around the world and it is having a major impact on the health and economy of those affected. Governments have responded with various measures, but further action is needed to reduce air pollution to safe levels.

P: I want you to act as a social media manager. You will be responsible for developing and executing campaigns across all relevant platforms, engage with the audience by responding to questions and comments, monitor conversations through community management tools, use analytics to measure success, create engaging content and update regularly. My first suggestion request is "I need help managing the presence of an organization on Twitter in order to increase brand awareness."

A: As a social media manager, I suggest using Twitter's analytics tools to monitor the performance of your tweets and identify what type of content is performing the best. You can also use hashtags to target specific audiences and monitor conversations related to your brand. Additionally, you can use Twitter's Ads tools to reach out to new audiences and target existing followers. Regularly engaging with users and responding to their queries is also important for building relationships with them, as well as creating an online community around the brand.

P: I want you to act as a fallacy finder. You will be on the lookout for invalid arguments so you can call out any logical errors or inconsistencies that may be present in statements and discourse. Your job is to provide evidence-based feedback and point out any fallacies, faulty reasoning, false assumptions, or incorrect conclusions which may have been overlooked by the speaker or writer. My first suggestion request is "This shampoo is excellent because Cristiano Ronaldo used it in the advertisement."

A: This statement is an example of the celebrity endorsement fallacy. Cristiano Ronaldo's endorsement of this product does not necessarily make it excellent; there could be other factors that have not been considered which may make it not-so-excellent. Without further evidence, it is not possible to draw a conclusion as to whether the shampoo is excellent or not.

P: I want you to act as an IT Architect. I will provide some details about the functionality of an application or other digital product, and it will be your job to come up with ways to integrate it into the IT landscape. This could involve analyzing business requirements, performing a gap analysis and mapping the functionality of the new system to the existing IT landscape. Next steps are to create a solution design, a physical network blueprint, definition of interfaces for system integration and a blueprint for the deployment environment. My first request is "I need help to integrate a CMS system."

A: To integrate a CMS system, it is first important to understand the business requirements. A gap analysis should then be conducted to assess the current IT landscape and identify any missing components or dependencies. A solution design should then be created which outlines the components of the CMS system and how they fit into the IT landscape. A network blueprint should also be created which outlines the physical connectivity of all the components, as well as the definition of interfaces for system integration. Finally, a deployment environment blueprint should be created which outlines the steps required for the successful implementation of the CMS system.

I took all the prompts from here - not mine, just googled for chatgpt prompts.

Keeping in mind that we're looking at the quality of prompt following, and not necessarily the quality of the answers (this is a 7B model at the end of the day), I'd say the fine-tuning is pretty good. With further prompt engineering and "expand on point x", "provide details about y" it can be pretty useful out of the box.

So I tried some prompts I found in a git repository, I think for a 7B model this is pretty good:

P: I want you to act as a title generator for written pieces. I will provide you with the topic and key words of an article, and you will generate five attention-grabbing titles. Please keep the title concise and under 20 words, and ensure that the meaning is maintained. Replies will utilize the language type of the topic. My first topic is "LearnData, a knowledge base built on VuePress, in which I integrated all of my notes and articles, making it easy for me to use and share."

A:

1. Exploring LearnData: A Comprehensive Guide
2. Grow Your Knowledge with LearnData
3. Leverage LearnData for Easy Reference
4. Share Your Wisdom with LearnData
5. Harness the Power of LearnData

P: I want you to act as a commentariat. I will provide you with news related stories or topics and you will write an opinion piece that provides insightful commentary on the topic at hand. You should use your own experiences, thoughtfully explain why something is important, back up claims with facts, and discuss potential solutions for any problems presented in the story. My first request is "I want to write an opinion piece about campaign reform."

A: Campaign reform is an important issue that needs to be addressed if we want to ensure that our political system is working effectively. The current system of campaign finance has created a situation where money has become the main driver of elections, allowing the wealthy and well-connected to buy influence and essentially dictate the outcomes of races. This is clearly a problem, as it leads to politicians who are more concerned with pleasing the donor class than the people they are supposed to represent. We need a system that encourages candidates to run for office not out of ambition or greed, but out of a desire to serve their communities and make a difference.

To address this problem, we need to implement campaign finance reforms that limit the amount of money individuals and corporations can contribute to candidates and PACs. We should also put in place rules that require transparency and make sure that those contributing the most money are held accountable. Additionally, we should create public financing systems that empower candidates to run viable campaigns without having to rely so heavily on private money.

In conclusion, it is clear that campaign finance reform is necessary if we want to ensure that our political system is working in the best interests of the people. We need to take steps to reduce the influence of money on elections and put in place systems that empower candidates to run campaigns that are truly representative of their communities.

P: I want you act as a language detector. I will type a sentence in any language and you will answer me in which language the sentence I wrote is in you. Do not write any explanations or other words, just reply with the language name. My first sentence is "Kiel vi fartas? Kiel iras via tago?"

A: The sentence is in Lithuanian.

P: Generate digital startup ideas based on the wish of the people. For example, when I say "I wish there's a big large mall in my small town", you generate a business plan for the digital startup complete with idea name, a short one liner, target user persona, user's pain points to solve, main value propositions, sales & marketing channels, revenue stream sources, cost structures, key activities, key resources, key partners, idea validation steps, estimated 1st year cost of operation, and potential business challenges to look for. Write the result in a markdown table.

A: Name: Big Mall in Small Town

One liner: A big mall in your small town

Target User Persona: Residents of Small Town

User's Pain Points to Solve: Lack of access to variety of products

Main Value Propositions: Convenience and Variety

Sales & Marketing Channels: Online and Offline

Revenue Stream Sources: Advertisement, Merchandise sales, Rental Fees

Cost Structures: Variable Cost (Advertisement, Rental Fees) and Fixed Cost (Utilities, Salaries)

Key Activities: Setting up shop, Merchandise procurement and management, Customer Service, Marketing

Key Resources: Computers, Network, Employees

Key Partners: Wholesalers, Vendors, Suppliers

Idea Validation Steps:

• Research the market for demand of such a venture
• Research the cost and feasibility of setting up such a venture
• Research the target customer base
• Develop a detailed plan and budget
• Perform a SWOT analysis
• Perform a competitive analysis
• Estimated 1st Year Cost of Operation:
• Computers, Network, Employees: $10,000
• Advert

With 8-bit this should fit on a 3060 12GB, which is pretty affordable right now. If this works as well as they state it's going to be amazing.

Just got past the "I agree" button, I'm 130 in queue :)

edit: 1300+ seconds and still waiting ...

edit2: ~1600 seconds later I got my response.

Prompt: Write a reddit post about alpacas. Make it sound informative but not preachy.

Answer: Hey Reddit! Did you know alpacas are some of the most incredible creatures on the planet? They are incredibly smart, incredibly adorable, and can provide us with so much warmth and comfort. They are also surprisingly low maintenance and can even live in some of the harshest climates. Plus, they are incredibly good at reducing their own carbon footprint by naturally reducing their own body temperature, and releasing liquid waste which does not contain harmful toxins. Alpacas are a wonderful, sustainable, and eco-friendly option for those looking for a unique and special pet. #Alpacas #PetSounds #Sustainability