Question regarding model compatibility for Alpaca Turbo

• koboldcpp

  180 3,749 10.0 C++

  A simple one-file way to run various GGML and GGUF models with KoboldAI's UI

It's a hefty model for your system(mine too). Perhaps try one of the lower quantizations found here. I've never used Alpaca Turbo so I can't say how to set it up for GPU offloading, so maybe try using Koboldcpp and make sure to set it up using clblast and offload some layers to GPU with it.

• llama.cpp

  769 56,891 10.0 C++

  LLM inference in C/C++

You can likely improve speed by using your GPU, but afaik that only works for AMD GPUs under Linux right now. The model files you download are a bit like a custom game map, you need a game engine to run them and you need a inference engine to run LLMs (large language model). My recommendation would be trying llama.cpp first if that is not what you already used. It can share the workload between CPU and GPU, you can find a overview on how to do that here.

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• text-generation-webui

  876 36,293 9.9 Python

  A Gradio web UI for Large Language Models. Supports transformers, GPTQ, AWQ, EXL2, llama.cpp (GGUF), Llama models.

Then there are graphical user interfaces like text-generation-webui and gpt4all for general purpose chat. There are also KoboldAI and SillyTavern, they have focus more on storytelling and roleplay and have tools to improve that.

• gpt4all

  139 64,046 9.8 C++

  gpt4all: run open-source LLMs anywhere

  

Then there are graphical user interfaces like text-generation-webui and gpt4all for general purpose chat. There are also KoboldAI and SillyTavern, they have focus more on storytelling and roleplay and have tools to improve that.

• KoboldAI-Client

  185 3,344 6.3 Python

Then there are graphical user interfaces like text-generation-webui and gpt4all for general purpose chat. There are also KoboldAI and SillyTavern, they have focus more on storytelling and roleplay and have tools to improve that.

• SillyTavern

  76 5,785 10.0 JavaScript

  LLM Frontend for Power Users.

  

Then there are graphical user interfaces like text-generation-webui and gpt4all for general purpose chat. There are also KoboldAI and SillyTavern, they have focus more on storytelling and roleplay and have tools to improve that.

• tree-of-thought-llm

  41 4,152 7.2 Python

  [NeurIPS 2023] Tree of Thoughts: Deliberate Problem Solving with Large Language Models

  

There are a bunch of other methods to improve quality and performance like tree-of-thought-llm, connecting a LLM to a database or have it review its own output.

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• localGPT

  29 19,149 8.6 Python

  Chat with your documents on your local device using GPT models. No data leaves your device and 100% private.

There are a bunch of other methods to improve quality and performance like tree-of-thought-llm, connecting a LLM to a database or have it review its own output.

Suggest a related project