gpt4all: an ecosystem of open-source chatbots trained on a massive collections of clean assistant data including code, stories and dialogue
Go to file
2023-04-16 14:57:58 -04:00
cmake Change the filename. 2023-04-13 12:01:31 -04:00
ggml@c9f702ac57 Initial commit. 2023-04-08 23:28:39 -04:00
icons add settings icon 2023-04-16 11:16:30 -04:00
.gitignore Update .gitignore to ignore a local build directory. 2023-04-16 12:52:23 -04:00
.gitmodules Initial commit. 2023-04-08 23:28:39 -04:00
CMakeLists.txt add settings icon 2023-04-16 11:16:30 -04:00
gptj.cpp Check for ###Prompt: or ###Response and stop generating and modify the default template a little bit. 2023-04-16 11:25:48 -04:00
gptj.h When regenerating erase the previous response and prompt from the context. 2023-04-15 09:10:27 -04:00
LICENSE Modify license to be clear it does not extend to models. 2023-04-11 14:30:37 -04:00
llm.cpp Don't allow empty prompts. Context past always equal or greater than zero. 2023-04-16 14:57:58 -04:00
llm.h use the settings dialog settings when generating 2023-04-16 11:16:30 -04:00
llmodel.h Add an abstraction around gpt-j that will allow other arch models to be loaded in ui. 2023-04-13 22:15:40 -04:00
main.cpp Initial commit. 2023-04-08 23:28:39 -04:00
main.qml Don't allow empty prompts. Context past always equal or greater than zero. 2023-04-16 14:57:58 -04:00
README.md Change the example CLI prompt to something more appropriate, as this is not a Llama model! :) 2023-04-16 12:52:23 -04:00

gpt4all-chat

Cross platform Qt based GUI for GPT4All versions with GPT-J as the base model. NOTE: The model seen in the screenshot is actually a preview of a new training run for GPT4All based on GPT-J. The GPT4All project is busy at work getting ready to release this model including installers for all three major OS's. In the meantime, you can try this UI out with the original GPT-J model by following build instructions below.

image

Features

  • Cross-platform (Linux, Windows, MacOSX)
  • Fast CPU based inference using ggml for GPT-J based models
  • The UI is made to look and feel like you've come to expect from a chatty gpt
  • Check for updates so you can alway stay fresh with latest models
  • Easy to install with precompiled binaries available for all three major desktop platforms

Feature wishlist

  • Multi-chat - a list of current and past chats and the ability to save/delete/export and switch between
  • Text to speech - have the AI response with voice
  • Speech to text - give the prompt with your voice
  • Multi-modal - Ability to load more than one model and switch between them
  • Python bindings
  • Typescript bindings
  • Plugin support for langchain other developer tools
  • Save your prompt/responses to disk
  • Upload prompt/respones manually/automatically to nomic.ai to aid future training runs
  • Syntax highlighting support for programming languages, etc.
  • REST API with a built-in webserver in the chat gui itself with a headless operation mode as well
  • Advanced settings for changing temperature, topk, etc. (DONE)
  • YOUR IDEA HERE

Building and running

git clone --recurse-submodules https://github.com/nomic-ai/gpt4all-chat
cd gpt4all-chat
mkdir build
cd build
cmake ..
cmake --build . --parallel
python3 ../ggml/examples/gpt-j/convert-h5-to-ggml.py /path/to/your/local/copy/of/EleutherAI/gpt-j-6B 0
./bin/gpt-j-quantize /path/to/your/local/copy/of/EleutherAI/gpt-j-6B/ggml-model-f32.bin ./ggml-model-q4_0.bin 2
./chat

Building and running CLI tools only (no Qt required)

git clone --recurse-submodules https://github.com/nomic-ai/gpt4all-chat
cd gpt4all-chat/ggml
mkdir build
cd build
cmake ..
cmake --build . --parallel
wget https://gpt4all.io/models/ggml-gpt4all-j.bin # Download GGML model if required
./bin/gpt-j -m ggml-gpt4all-j.bin -n 200 --top_k 40 --top_p 0.9 -b 9 --temp 0.9 -p "Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
Tell me about artifical intelligence
### Response:"

Contributing

  • Pull requests welcome. See the feature wish list for ideas :)

License

The source code of this chat interface is currently under a GPL license. The underlying GPT4All-j model is released under non-restrictive open-source Apache 2 License.

The GPT4All-J license allows for users to use generated outputs as they see fit. Users take responsibility for ensuring their content meets applicable requirements for publication in a given context or region.