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TheBloke/replit-openorca-GGML

sourceHugging Faceupdated 3y agoView on Hugging Face
6likes18downloads
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Matorus's Replit OpenOrca GGML

These files are Replit GGML format model files for Matorus's Replit OpenOrca.

Please note that these GGMLs are not compatible with llama.cpp, text-generation-webui or llama-cpp-python. Please see below for a list of tools that work with this GGML model.

These files were quantised using hardware kindly provided by Latitude.sh.

Repositories available

Prompt template: Unknown

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Compatibilty

These files are not compatible with llama.cpp, text-generation-webui or llama-cpp-python.

They can be used with:

  • KoboldCpp, a powerful inference engine based on llama.cpp with full GPU acceleration and good UI.
  • LM Studio, a fully featured local GUI for GGML inference on Windows and macOS.
  • LoLLMs-WebUI a web UI which supports nearly every backend out there. Use ctransformers backend for support for this model.
  • ctransformers: for use in Python code, including LangChain support.
  • rustformers' llm
  • The example replit binary provided with ggml

As other options become available I will endeavour to update them here (do let me know in the Community tab if I've missed something!)

Tutorial for using LoLLMs-WebUI:

Provided files

NameQuant methodBitsSizeMax RAM requiredUse case
replit-openorca.ggmlv1.q4_0.binq4_041.46 GB3.96 GB4-bit.
replit-openorca.ggmlv1.q4_1.binq4_141.63 GB4.13 GB4-bit. Higher accuracy than q40 but not as high as q50. However has quicker inference than q5 models.
replit-openorca.ggmlv1.q5_0.binq5_051.79 GB4.29 GB5-bit. Higher accuracy, higher resource usage and slower inference.
replit-openorca.ggmlv1.q5_1.binq5_151.95 GB4.45 GB5-bit. Even higher accuracy, resource usage and slower inference.
replit-openorca.ggmlv1.q8_0.binq8_082.76 GB5.26 GB8-bit. Almost indistinguishable from float16. High resource use and slow. Not recommended for most users.

Note: the above RAM figures assume no GPU offloading. If layers are offloaded to the GPU, this will reduce RAM usage and use VRAM instead.

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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.

  • Patreon: https://patreon.com/TheBlokeAI
  • Ko-Fi: https://ko-fi.com/TheBlokeAI

Special thanks to: Luke from CarbonQuill, Aemon Algiz.

Patreon special mentions: Space Cruiser, Nikolai Manek, Sam, Chris McCloskey, Rishabh Srivastava, Kalila, Spiking Neurons AB, Khalefa Al-Ahmad, WelcomeToTheClub, Chadd, Lone Striker, Viktor Bowallius, Edmond Seymore, Ai Maven, Chris Smitley, Dave, Alexandros Triantafyllidis, Luke @flexchar, Elle, ya boyyy, Talal Aujan, Alex , Jonathan Leane, Deep Realms, Randy H, subjectnull, Preetika Verma, Joseph William Delisle, Michael Levine, chris gileta, K, Oscar Rangel, LangChain4j, Trenton Dambrowitz, Eugene Pentland, Johann-Peter Hartmann, Femi Adebogun, Illia Dulskyi, senxiiz, Daniel P. Andersen, Sean Connelly, Artur Olbinski, RoA, Mano Prime, Derek Yates, Raven Klaugh, David Flickinger, Willem Michiel, Pieter, Willian Hasse, vamX, Luke Pendergrass, webtim, Ghost , Rainer Wilmers, Nathan LeClaire, Will Dee, Cory Kujawski, John Detwiler, Fred von Graf, biorpg, Iucharbius , Imad Khwaja, Pierre Kircher, terasurfer , Asp the Wyvern, John Villwock, theTransient, zynix , Gabriel Tamborski, Fen Risland, Gabriel Puliatti, Matthew Berman, Pyrater, SuperWojo, Stephen Murray, Karl Bernard, Ajan Kanaga, Greatston Gnanesh, Junyu Yang.

Thank you to all my generous patrons and donaters!

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Original model card: Matorus's Replit OpenOrca

replit/replit-code-v1-3b finetuned on Open-Orca/OpenOrca.