The A.I Megathread (LLM , GPT , Development)

[bnew]

MPT-30B-Chat - a Hugging Face Space by mosaicml

Discover amazing ML apps made by the community

huggingface.co

 

[bnew]

orca-mini Auto-Analysis - a Hugging Face Space by mike-ravkine

Discover amazing ML apps made by the community

huggingface.co

 

[bnew]

GitHub - thunlp/UltraChat: Large-scale, Informative, and Diverse Multi-round Chat Data (and Models)

Large-scale, Informative, and Diverse Multi-round Chat Data (and Models) - GitHub - thunlp/UltraChat: Large-scale, Informative, and Diverse Multi-round Chat Data (and Models)

github.com

About​

Large-scale, Informative, and Diverse Multi-round Chat Data (and Models)

Large-scale, Informative, and Diverse Multi-round Dialogue Data, and Models
UltraLM • Data Explorer • Nomic AI Atlas Explorer • Data Release • Construction Process • Paper •

​

News​

• June 28, 2023: UltraLM-13B ranks #1 among open-source models on AlpacaEval Leaderboard!
• June 27, 2023: We release the first version of UltraLM-13B, a powerful chat language model trained on UltraChat!
• April 20, 2023: Released all data, more processing and additional data are expected.
• April 17, 2023: The rest of the Writing and Creation sector is released (457k).
• April 12, 2023: The first part of the Writing and Creation sector is released.
• April 9, 2023: Supported by gpt4all, we now also have an Atlas explorer
• April 8, 2023: We release a training script by taking GPT-J as an example.
• April 7, 2023: The second part of Questions about the World is released. It contains 290k generated multi-round dialogues.
• March 31, 2023: The first part of Questions about the World is released. It contains 280k generated multi-round dialogues.

UltraLM​

UltraLM is a series of chat language models trained on UltraChat. Currently, we have released the 13B version, which ranks #1 among open-source models and ranks #4 among all models on AlpacaEval Leaderboard. UltraLM-13B is based upon LLaMA-13B.
Performance

We report three evaluations in this section: Alpaca-Eval from Stanford, Evol-instruct from Microsoft's WizardLM, and our curated evaluation set.

Alpaca-Eval​

AlpacaEval is a leaderboard specifically designed for evaluating LLMs. The leaderboard is created based on the win-rate against Text-Davince-003 automatically evaluated by GPT-4.

Evol-instruct​

This dataset is constructed with an evolutionary strategy by rewriting the instructions through multiple rounds to obtain instructions at different complexity levels. The benchmark is developed by the WizardLM project, another excellent chat language model!

Our Evaluation Set​

We curate an evaluation set, encompassing the Vicuna Benchmark and additional 300 questions and instructions generated by GPT-4. The questions/instructions cover a wide range of topics, including commonsense, world knowledge, professional knowledge (specifically physics and biology) , mathematics, and writing tasks on different levels of difficulty. We use GPT-4 for evaluation. Here is the dataset.

openbmb/UltraLM-13b · Hugging Face

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

huggingface.co

Examples of UltraLM

• Example A: Question of Common Knowledge
  

  User: Which animal is known as man's best friend?

  UltraLM: There are many animals that humans enjoy as companion animals, but one of the absolute standout answers to the question "which animal is known as a man's best friend?" is the domestically-bred dog. Domesticated dogs have been by humans' sides for tens of thousands of years, providing faithful companionship and help; guarding people and property; and lending emotional support in everything from long, lonely days to military deployments. Dogs come in an almost mind-boggling variety of breeds of various sizes, with different energy levels, personalities, and temperaments, meaning there's almost certainly a pup out there who will be a perfect fit for whoever needs it most.

• Example B: Commonsense Reasoning
  

  User: Which weighs more: a pound of feathers or a pound of bricks?

  UltraLM: A pound of feathers and a pound of bricks both weigh exactly one pound. This is because one pound is a unit of weight, just as a foot is a unit of length or a second is a unit of time. We use the pound (or other unit of weight) to describe the weight of different objects, regardless of what that object is made of. So the answer to your question is that a pound of feathers and a pound of bricks both weigh the same amount.

• Example C: Reasoning
  

  User: If a farmer has 17 sheep and all but 9 die, how many are left?

  UltraLM: The total number of sheep that are left is 9.

• Example D: Reasoning
  

  User: If a red house is made from red bricks, and a blue house is made from blue bricks, what is a greenhouse made from?

  UltraLM: A greenhouse is not made from green bricks, but rather from materials such as glass or plastic that allow light to pass through and create a controlled environment for plants to grow. Greenhouses can come in a variety of colors, including green, but the color of the building itself does not affect the plants growing inside.

• Example E: Creation
  

  User: Write a poem about electromagnetism.

  UltraLM: Electromagnetism is a force we can't ignore,
  It's the reason for many things we adore. In a magnetic field, a wire will glow,
  And the electrons will align, both old and new.
  Electricity and magnetism are hand in hand,
  One creates a field, the other has a brand.
  The magnetic field can push and pull,
  On a wire with current, it will react in full.
  The attraction and repulsion it brings,
  Are the reason for many things.
  From motors to generators, and much more in between,
  Electromagnetism is at the root of what it means.
  It's a force that's all around us,
  From the compass to the light switch.
  With its power, it can do much,
  From a simple needle to a rocket's thrust.
  It's a force we can't deny,
  For it's a part of our lives.
  Electromagnetism is something to admire,
  For its strength and its might, it has no equal, it's sure.

• Example F: Creation
  

  User: Write a short story about the first second of the universe.

  UltraLM: In the first second of the universe, darkness reigned supreme. There was no light, no sound, no shape, no substance. Nothing yet was, but there was an intense power, a raw energy waiting to be unleashed. Within infinity, the first second held the potential for creation in its grasp. And then, with a mighty bang, a bright point of light emerged into existence. In it, the most fundamental particles were born, their forms yet unknown as they frenetically collided in a chaotic dance of creation. Within this primordial light, every force of nature and every component of life was stirred from pure energy to physical reality. The first atoms quickly assembled, and from these, stars and galaxies began to form. Their fusion creating a hot environment that pushed back the very void, shaping the cosmos through expanding and cooling waves. In this cosmic first, no structure of experience, not even time or space, could establish its rule. For an instant, the entirety of the universe existed in an embryonic nexus, a cosmic singularity from which all future existence originated. It was a microcosm forging the macrocosm of which it ultimately becomes a part, its moment of birth a metaphor for the cycles of creation that permeate the multiverse(s).From that single point of light, an infinite universe unfolded. For centuries, eons ahead, and forevermore, it remained the most foundational blink of its unceasing journey into the depths of the Great Beyond. The first second is the beginning of everything.

 

[bnew]

16K context length on local machines.

 

[newarkhiphop]

Is stable diffusion still only accessible on discord?

 

[bnew]

Is stable diffusion still only accessible on discord?

i think you may be referring to midjourney. you can use stable diffusion on your own hardware or on one of many webssites offering it for a monthly price or per hour usage.

Midjourney

An independent research lab exploring new mediums of thought and expanding the imaginative powers of the human species.

www.midjourney.com

https://aipaintr.com/index.html
https://app.prodia.com/#/art-ai?model=SD 1.5
Stable UI - Create images with Stable Diffusion
ARTSIO
https://avyn.com/
DreamStudio
Dezgo.com
Free AI Art Generator, AI Art Maker | Stable Diffusion Online
Everything you need to create images with AI | getimg.ai
Mage: Free, Fast, Unfiltered Stable Diffusion. Generate Anything You Can Imagine!
O Criador
Free AI image generator: Art, Social Media, Marketing | Playground AI
RunDiffusion - Automatic1111 in the Cloud
Runway - Advancing creativity with artificial intelligence.
Stableboost
https://stablediffusionguides.carrd.co/#dreamstudiotips
ArtBot - Create images with Stable Diffusion, utilizing the Stable Horde
Visuali
https://visualise.ai/


install option:

Stable Diffusion UI v2

A simple 1-click way to install and use Stable Diffusion on your own computer. No dependencies or technical knowledge required.

stable-diffusion-ui.github.io

 

[newarkhiphop]

i think you may be referring to midjourney. you can use stable diffusion on your own hardware or on one of many webssites offering it for a monthly price or per hour usage.

Yea is mid journey still discord only?

 

[newarkhiphop]

3 chatgpt 4 plug in I'm currently using

1.Argil - it creates an image you ask
2. Prompt perfect - it automatically makes your prompts better for better responses
3. Show me diagrams - creates any type of diagram for you

 

[bnew]

Yea is mid journey still discord only?

yeah, it appears so.

 

[bnew]

3 chatgpt 4 plug in I'm currently using

1.Argil - it creates an image you ask
2. Prompt perfect - it automatically makes your prompts better for better responses
3. Show me diagrams - creates any type of diagram for you

never heard of prompt perfect before

PromptPerfect - Elevate Your Prompts to Perfection with AI Prompt Engineering

 

[newarkhiphop]

never heard of prompt perfect before

PromptPerfect - Elevate Your Prompts to Perfection with AI Prompt Engineering

Yup I've tested it creating two prompts one with and one without definitely get cleaner answers with. I wish it would show the prompt it uses

 

[bnew]

DuckDuckGPT 🤖

Adds ChatGPT answers to DuckDuckGo sidebar (powered by GPT-4!)

greasyfork.org

DuckDuckGPT ​

Adds ChatGPT answers to DuckDuckGo sidebar (powered by GPT-4!)

DuckDuckGPT brings the magic of ChatGPT to search results.​

Installation​

1. Install Tampermonkey (Chrome, Firefox, Edge, Opera) or Violentmonkey (Chrome, Firefox, Edge)
2. Click green Install this script button at top of page (will load in userscript manager installed above)
3. Visit duckduckgo.com, type your search, engage bot!

GitHub - KudoAI/duckduckgpt: 🐤 DuckDuckGo add-on that brings the magic of ChatGPT to search results (powered by GPT-4!)

🐤 DuckDuckGo add-on that brings the magic of ChatGPT to search results (powered by GPT-4!) - GitHub - KudoAI/duckduckgpt: 🐤 DuckDuckGo add-on that brings the magic of ChatGPT to search results (pow...

github.com

edit:

enable proxy mode so you don't have to login to openai.

 

[bnew]

This AI model took only five hours to design a functional computer

That was 1,000 times faster than what it takes humans to design a CPU

qz.com

It only took five hours for an AI model to design a functional computer​

Researchers claim that was 1,000 times faster than what it takes humans to design a CPU​

By
Faustine Ngila
Published 6 hours ago

Illustration: Florence Lo (Reuters)

Artificial intelligence is stretching the human limits of computer design, with a new AI model now creating a complete CPU (Central Processing Unit) in just under five hours, compared to the four years it takes Intel to build one.


The achievement was discussed in a research paper (pdf) dated June 27 and authored by 19 Chinese computer processor researchers from five technology colleges. The researchers say their approach is bound to set the stage for the creation of self-evolving machines, forever change the legacy CPU design flow, and reform the global semiconductor industry.

Their CPU, which runs on an AI instruction set named RISC-V 32IA, can successfully run the Linux operating system (kernel 5.15). According to the researchers, it can “perform comparably” against the 1991 human-designed Intel 80486SX CPU.

Their goal is to beat the latest human-designed CPU, while shaping the future of computing. “Our approach reduces the design cycle by about 1,000x [times] because the manual programming and verification process of traditional CPU design, which consume more than 60%-80% of the design time and resources, is completely eliminated,” the paper reads. It claims that humans take 4560 hours (190 days) to complete the entire design of a traditional CPU, such as the Intel K486.


The new CPU, the paper states, achieves an accuracy of 99.99% for validation tests, while the physical design of the chip uses scripts at 65nm technology to generate the layout for fabrication. Its design decomposes the AI CPU’s control and arithmetic units into smaller functional modules.

AI also got its limitations​

However, the RISC-V 32IA chip comes with a frequency of 300 MHz, compared to Intel’s human-made 3.6GHz processor, making it slower at processing computer commands.


The researchers admit this, saying CPUs made using AI models “perform worse than recent processors such as Intel Core i7 3930K.” They plan to boost the performance of what they call “the world’s first automatically designed CPU” by deploying more elaborated augmented algorithms.

 

[Micky Mikey]

 

[newarkhiphop]

Scraper: ChatGPT Plugin to Scrape Websites with 1 Prompt

Scraping websites has never been easier

artificialcorner.com