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@ -12,28 +12,28 @@ Its goal is to become the [AUTOMATIC1111/stable-diffusion-webui](https://github.
## Features
* Switch between different models using a dropdown menu.
* Notebook mode that resembles OpenAI's playground.
* Chat mode for conversation and role playing.
* Generate nice HTML output for GPT-4chan.
* Generate Markdown output for [GALACTICA](https://github.com/paperswithcode/galai), including LaTeX support.
* Support for [Pygmalion](https://huggingface.co/models?search=pygmalionai/pygmalion) and custom characters in JSON or TavernAI Character Card formats ([FAQ](https://github.com/oobabooga/text-generation-webui/wiki/Pygmalion-chat-model-FAQ)).
* Advanced chat features (send images, get audio responses with TTS).
* Stream the text output in real time very efficiently.
* Load parameter presets from text files.
* Load large models in 8-bit mode.
* Split large models across your GPU(s), CPU, and disk.
* CPU mode.
* [FlexGen offload](https://github.com/oobabooga/text-generation-webui/wiki/FlexGen).
* [DeepSpeed ZeRO-3 offload](https://github.com/oobabooga/text-generation-webui/wiki/DeepSpeed).
* Get responses via API, [with](https://github.com/oobabooga/text-generation-webui/blob/main/api-example-streaming.py) or [without](https://github.com/oobabooga/text-generation-webui/blob/main/api-example.py) streaming.
* [LLaMA model, including 4-bit GPTQ support](https://github.com/oobabooga/text-generation-webui/wiki/LLaMA-model).
* [llama.cpp support](https://github.com/oobabooga/text-generation-webui/wiki/llama.cpp-models). **\*NEW!\***
* [RWKV model](https://github.com/oobabooga/text-generation-webui/wiki/RWKV-model).
* [Supports LoRAs](https://github.com/oobabooga/text-generation-webui/wiki/Using-LoRAs).
* Supports softprompts.
* [Supports extensions](https://github.com/oobabooga/text-generation-webui/wiki/Extensions).
* [Works on Google Colab](https://github.com/oobabooga/text-generation-webui/wiki/Running-on-Colab).
* Dropdown menu for switching between models
* Notebook mode that resembles OpenAI's playground
* Chat mode for conversation and role playing
* Nice HTML output for GPT-4chan
* Markdown output for [GALACTICA](https://github.com/paperswithcode/galai), including LaTeX rendering
* Custom chat characters in JSON format ([FAQ](https://github.com/oobabooga/text-generation-webui/wiki/Pygmalion-chat-model-FAQ))
* Advanced chat features (send images, get audio responses with TTS)
* Very efficient text streaming
* Parameter presets
* 8-bit mode
* Layers splitting across GPU(s), CPU, and disk
* CPU mode
* [FlexGen](https://github.com/oobabooga/text-generation-webui/wiki/FlexGen)
* [DeepSpeed ZeRO-3](https://github.com/oobabooga/text-generation-webui/wiki/DeepSpeed)
* API [with](https://github.com/oobabooga/text-generation-webui/blob/main/api-example-streaming.py) streaming and [without](https://github.com/oobabooga/text-generation-webui/blob/main/api-example.py) streaming
* [LLaMA model, including 4-bit GPTQ](https://github.com/oobabooga/text-generation-webui/wiki/LLaMA-model)
* [llama.cpp](https://github.com/oobabooga/text-generation-webui/wiki/llama.cpp-models) **\*NEW!\***
* [RWKV model](https://github.com/oobabooga/text-generation-webui/wiki/RWKV-model)
* [LoRa (loading and training)](https://github.com/oobabooga/text-generation-webui/wiki/Using-LoRAs)
* Softprompts
* [Extensions](https://github.com/oobabooga/text-generation-webui/wiki/Extensions)
* [Google Colab](https://github.com/oobabooga/text-generation-webui/wiki/Running-on-Colab)
## Installation
@ -64,7 +64,7 @@ On Windows, I additionally recommend carrying out the installation on WSL instea
#### 0. Install Conda
Conda can be downloaded here: https://docs.conda.io/en/latest/miniconda.html
https://docs.conda.io/en/latest/miniconda.html
On Linux or WSL, it can be automatically installed with these two commands:
@ -134,13 +134,13 @@ You can automatically download a model from HF using the script `download-model.
python download-model.py organization/model
For instance:
For example:
python download-model.py facebook/opt-1.3b
If you want to download a model manually, note that all you need are the json, txt, and pytorch\*.bin (or model*.safetensors) files. The remaining files are not necessary.
### GPT-4chan
#### GPT-4chan
[GPT-4chan](https://huggingface.co/ykilcher/gpt-4chan) has been shut down from Hugging Face, so you need to download it elsewhere. You have two options:
@ -169,8 +169,6 @@ Then browse to
`http://localhost:7860/?__theme=dark`
Optionally, you can use the following command-line flags:
#### Basic settings
@ -261,6 +259,8 @@ Inference settings presets can be created under `presets/` as text files. These
By default, 10 presets by NovelAI and KoboldAI are included. These were selected out of a sample of 43 presets after applying a K-Means clustering algorithm and selecting the elements closest to the average of each cluster.
[Visualization](https://user-images.githubusercontent.com/112222186/228956352-1addbdb9-2456-465a-b51d-089f462cd385.png)
## System requirements
Check the [wiki](https://github.com/oobabooga/text-generation-webui/wiki/System-requirements) for some examples of VRAM and RAM usage in both GPU and CPU mode.