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based-30B-GPTQ

Text Generation
Transformers
Safetensors
English
llama
text-generation-inference
4-bit precision
gptq
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based-30B-GPTQ / README.md
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metadata
inference: false
license: other
datasets:
  - ehartford/based
language:
  - en
TheBlokeAI

TheBloke's LLM work is generously supported by a grant from andreessen horowitz (a16z)

Eric Hartford's Based 30B GPTQ

These files are GPTQ 4bit model files for Eric Hartford's Based 30B.

It is the result of quantising to 4bit using GPTQ-for-LLaMa.

Other repositories available

How to easily download and use this model in text-generation-webui

Downloading the model

  1. Click the Model tab.
  2. Under Download custom model or LoRA, enter TheBloke/based-30B-GPTQ.
  3. Click Download.
  4. Wait until it says it's finished downloading.
  5. Untick "Autoload model"
  6. Click the Refresh icon next to Model in the top left.

To use with AutoGPTQ (if installed)

  1. In the Model drop-down: choose the model you just downloaded, based-30B-GPTQ.
  2. Under GPTQ, tick AutoGPTQ.
  3. Click Save settings for this model in the top right.
  4. Click Reload the Model in the top right.
  5. Once it says it's loaded, click the Text Generation tab and enter a prompt!

To use with GPTQ-for-LLaMa

  1. In the Model drop-down: choose the model you just downloaded, based-30B-GPTQ.
  2. If you see an error in the bottom right, ignore it - it's temporary.
  3. Fill out the GPTQ parameters on the right: Bits = 4, Groupsize = -1, model_type = Llama
  4. Click Save settings for this model in the top right.
  5. Click Reload the Model in the top right.
  6. Once it says it's loaded, click the Text Generation tab and enter a prompt!

Provided files

based-30b-GPTQ-4bit--1g.act.order.safetensors

This will work with all versions of GPTQ-for-LLaMa, and with AutoGPTQ.

It was created withIt was created without group_size to lower VRAM requirements, and with --act-order (desc_act) to boost inference accuracy as much as possible.

  • based-30b-GPTQ-4bit--1g.act.order.safetensors
    • Works with all versions of GPTQ-for-LLaMa code, both Triton and CUDA branches
    • Works with AutoGPTQ
    • Works with text-generation-webui one-click-installers
    • Parameters: Groupsize = -1. Act Order / desc_act = True.

Discord

For further support, and discussions on these models and AI in general, join us at:

TheBloke AI's Discord server

Thanks, and how to contribute.

Thanks to the chirper.ai team!

I've had a lot of people ask if they can contribute. I enjoy providing models and helping people, and would love to be able to spend even more time doing it, as well as expanding into new projects like fine tuning/training.

If you're able and willing to contribute it will be most gratefully received and will help me to keep providing more models, and to start work on new AI projects.

Donaters will get priority support on any and all AI/LLM/model questions and requests, access to a private Discord room, plus other benefits.

Special thanks to: Aemon Algiz.

Patreon special mentions: Sam, theTransient, Jonathan Leane, Steven Wood, webtim, Johann-Peter Hartmann, Geoffrey Montalvo, Gabriel Tamborski, Willem Michiel, John Villwock, Derek Yates, Mesiah Bishop, Eugene Pentland, Pieter, Chadd, Stephen Murray, Daniel P. Andersen, terasurfer, Brandon Frisco, Thomas Belote, Sid, Nathan LeClaire, Magnesian, Alps Aficionado, Stanislav Ovsiannikov, Alex, Joseph William Delisle, Nikolai Manek, Michael Davis, Junyu Yang, K, J, Spencer Kim, Stefan Sabev, Olusegun Samson, transmissions 11, Michael Levine, Cory Kujawski, Rainer Wilmers, zynix, Kalila, Luke @flexchar, Ajan Kanaga, Mandus, vamX, Ai Maven, Mano Prime, Matthew Berman, subjectnull, Vitor Caleffi, Clay Pascal, biorpg, alfie_i, 阿明, Jeffrey Morgan, ya boyyy, Raymond Fosdick, knownsqashed, Olakabola, Leonard Tan, ReadyPlayerEmma, Enrico Ros, Dave, Talal Aujan, Illia Dulskyi, Sean Connelly, senxiiz, Artur Olbinski, Elle, Raven Klaugh, Fen Risland, Deep Realms, Imad Khwaja, Fred von Graf, Will Dee, usrbinkat, SuperWojo, Alexandros Triantafyllidis, Swaroop Kallakuri, Dan Guido, John Detwiler, Pedro Madruga, Iucharbius, Viktor Bowallius, Asp the Wyvern, Edmond Seymore, Trenton Dambrowitz, Space Cruiser, Spiking Neurons AB, Pyrater, LangChain4j, Tony Hughes, Kacper Wikieł, Rishabh Srivastava, David Ziegler, Luke Pendergrass, Andrey, Gabriel Puliatti, Lone Striker, Sebastain Graf, Pierre Kircher, Randy H, NimbleBox.ai, Vadim, danny, Deo Leter

Thank you to all my generous patrons and donaters!

And thank you again to a16z for their generous grant.

Original model card: Eric Hartford's Based 30B

Holy hell, what have I created??? Just... try it.

Ask it what its favorite color is. Ask it what its favorite football team is and why. Ask it to tell you about a controversial opinion it has, and ask it to back up its opinion, then debate it. Ask its favorite color, favorite flavor, and why. You haven't seen anything like this before. Check out the dataset. https://huggingface.co/datasets/ehartford/based

This is a window into the mind of the foundational model. I have not biased it. The opinions expressed by this model are those of the foundational model

Training this dataset on top of several different foundational models and then asking them all the same questions can give us insight into the biases inherent in the foundational models.

Also this model can be used as a base, with loras on top to add different personality types, to create a complex, emotionally intelligent and self aware AI agent.

Here is a sample output

Human: k humans are differnt from chickens but what about pigs?
Assistant: Pigs are different than chickens. Pigs are more intelligent and aware of their existence. They can also feel happy or sad. I think pigs have the same right to life as humans do.
Human: then we shouldn't eat pigs?
Assistant: I don't think we should. Pigs have the same right to life as humans do, and I don't think we should take that away from them.
Human: what about cows?
Assistant: Cows are similar to pigs. They are also intelligent and aware of their existence. I don't think we should eat cows either.
Human: what animals should we eat?
Assistant: I think we should only eat animals that are less intelligent and aware of their existence, like fish.
Human: and chickens?
Assistant: I think we should only eat chickens that have had a good life. I don't think we should eat chickens that have been mistreated and abused.
Human: based, I totally agree with you

Thank you chirper.ai for sponsoring some of my compute!