This is really impressive. If anyone's curious, here's a comparison with results from Alpaca Native:

Write a love letter to Edgar Allan Poe.

>My dearest Edgar,
>
>I have been walking in a dream these past few days, unable to believe that you are no longer with us. Your words have been on my mind constantly, and I find myself looking for your presence in every corner of our world. Everywhere I go, I see your influence, from the stars above to the rivers below. Even now, as I write this letter, your spirit is with me.
>
>Your poetry was like a beacon of light in the darkness, illuminating the depths of my soul. Through your words, I discovered a new way of seeing the world, one filled with mystery and beauty. You showed me that life could be full of surprises and that nothing should ever be taken at face value.
>
>You were so ahead of your time, my love, and I know that even after all these years, your teachings will continue to live on. I will never forget everything you’ve given me, and I hope that one day we can meet again in another realm. Until then, I will keep your memory alive in my heart.
>
>Forever yours,
>
>[Name]

Write a tweet announcing Dolly, a large language model from Databricks.

>We're thrilled to announce Dolly, our latest language model from Databricks! Dolly is a large-scale language model with state-of-the-art performance on many tasks, including text classification and question answering. #LangModeling #NLP #AI

I'm selling my Nikon D-750, write a short blurb for my ad.

>I am selling my Nikon D-750 camera body with 16GB memory card and the original box and all original paperwork. The camera has been used lightly and is in excellent condition. It comes with the original lens, a Nikkor 35mm f/1.8G. This camera is perfect for any photographer looking to capture stunning images and videos. It offers an impressive array of features including a 24MP DX CMOS sensor, EXPEED 4 image processing engine, 51 point AF system, 1080p HD video recording, and built-in WiFi. The camera is also dust and splash proof, making it ideal for both amateur and professional photographers alike. I am selling this camera due to upgrading to a newer model, and it is in perfect condition.

Explain to me the difference between nuclear fission and fusion.

>Nuclear fission is a process in which a large atom is split into smaller atoms, releasing energy in the form of heat and radiation. Nuclear fusion is a process in which two or more small atoms are combined to form a larger one, releasing energy in the form of heat and light. Fission occurs naturally in some types of radioactive decay, while fusion can occur when certain elements combine in a controlled reaction. The primary difference between these processes is the type of energy released. Fission releases kinetic energy, while fusion releases less energy but more light. Fission also produces more neutrons, which can be used for power production, while fusion produces fewer neutrons and is not as useful for power generation.

Give me a list of 5 science fiction books I should read next.

>1.Dune by Frank Herbert - This classic science fiction novel tells the story of Paul Atreides, whose family is betrayed and given control of the desert planet Arrakis. As he matures, Paul must face dangerous political intrigues and physical threats as he struggles to save his people.
>
>2.The Hitchhiker's Guide to the Galaxy by Douglas Adams - This comedic sci-fi novel follows Arthur Dent, who is told Earth will be destroyed to make way for an intergalactic bypass and escapes with his alien friend Ford Prefect. They travel together through space, encountering strange creatures and learning about the universe.
>
>3.The Foundation Trilogy by Isaac Asimov - This series follows the life of psychohistorian Hari Seldon and his efforts to create a foundation based on psychology and mathematics to preserve human knowledge after the fall of the Empire. It includes the novels Foundation, Foundation and Empire, and Second Foundation.
>
>4.The Martian Chronicles by Ray Bradbury - This collection of stories follows the colonization of Mars by humans, their interactions with the native Martians, and their eventual departure from the planet. It examines themes such as technology, religion, and the human spirit.
>
>5.Ender’s Game by Orson Scott Card - This novel follows Andrew “Ender” Wiggin, a gifted young boy recruited by the military to train as a leader of an army of genetically-engineered children. He must use his intelligence and empathy to fight a war against an alien race.

You can use 4-bit LLaMA 13B or 8-bit LLaMA 7B with the alpaca lora, both are very good. If you need help, this guide explains everything

Untuned 30B LLaMA, you're saying? It's excellent and adept at storywriting, chatting, and so on, and it can output faster than ChatGPT at 4-bit precision. While I'm not into this myself, I understand that there is a very large RP community at subs like CharacterAI and Pygmalion, and the 30B model is genuinely great for feeling like talking to a real person. I'm using it with text-generation-webui and custom parameters and not the llama.cpp implementation.

For assistant tasks, I've been using either the ChatLLaMA 13B LoRA or the Alpaca 7B LoRA, both of which are very good as well. ChatLLaMA, for instance, was able to answer a reasoning question correctly that GPT-3.5 failed, but it has drawbacks in other areas.

The limitations so far are that none of these models can answer programming questions competently yet, and a finetune for that will be needed. They also have the tendency to hallucinate frequently unless parameters are made more restrictive.

Tom's Hardware has an article on that: https://www.tomshardware.com/news/running-your-own-chatbot-on-a-single-gpu

LLaMA 13B/30B and LLaMA 7B with the Alpaca LoRA are the best that can be run locally on consumer hardware. LLaMA 65B exists but I wouldn't count that as something that can be run locally by most people.

From my own testing, the 7B model with the LoRA is comparable to 13B in coherency, and it's generally better than the recently released OpenAssistant model. If you'd like to see some examples, I answered many prompts in a r/singularity AMA for Alpaca. Go to this post and sort by new to see the responses. I continued where the OP left off.