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WizardLM-30B-GPTQ

Text Generation
Transformers
Safetensors
llama
text-generation-inference
4-bit precision
gptq
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TheBlokeAI

WizardLM's WizardLM 30B v1.0 GPTQ

These files are GPTQ 4bit model files for WizardLM's WizardLM 30B v1.0.

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

Other repositories available

Prompt template 

A chat between a curious user and an artificial intelligence assistant.
The assistant gives helpful, detailed, and polite answers to the user's questions.
USER: prompt goes here
ASSISTANT:

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/WizardLM-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, WizardLM-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, WizardLM-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

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

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

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

  • wizardlm-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: Luke from CarbonQuill, Aemon Algiz, Dmitriy Samsonov.

Patreon special mentions: Ajan Kanaga, Kalila, Derek Yates, Sean Connelly, Luke, Nathan LeClaire, Trenton Dambrowitz, Mano Prime, David Flickinger, vamX, Nikolai Manek, senxiiz, Khalefa Al-Ahmad, Illia Dulskyi, trip7s trip, Jonathan Leane, Talal Aujan, Artur Olbinski, Cory Kujawski, Joseph William Delisle, Pyrater, Oscar Rangel, Lone Striker, Luke Pendergrass, Eugene Pentland, Johann-Peter Hartmann.

Thank you to all my generous patrons and donaters!

Original model card: WizardLM's WizardLM 30B v1.0

This is WizardLM-30B V1.0 delta weight.

Project Repo: https://github.com/nlpxucan/WizardLM

NOTE: The WizardLM-30B-V1.0 & WizardLM-13B-V1.0 use different prompt with Wizard-7B-V1.0 at the beginning of the conversation:

  1. For WizardLM-30B-V1.0 & WizardLM-13B-V1.0 , the Prompt should be as following:

"A chat between a curious user and an artificial intelligence assistant. The assistant gives helpful, detailed, and polite answers to the user's questions. USER: hello, who are you? ASSISTANT:"

  1. For WizardLM-7B-V1.0 , the Prompt should be as following:

"{instruction}\n\n### Response:"