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README.md
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README.md
@ -12,28 +12,28 @@ Its goal is to become the [AUTOMATIC1111/stable-diffusion-webui](https://github.
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## Features
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* Switch between different models using a dropdown menu.
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* Notebook mode that resembles OpenAI's playground.
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* Chat mode for conversation and role playing.
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* Generate nice HTML output for GPT-4chan.
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* Generate Markdown output for [GALACTICA](https://github.com/paperswithcode/galai), including LaTeX support.
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* 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)).
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* Advanced chat features (send images, get audio responses with TTS).
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* Stream the text output in real time very efficiently.
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* Load parameter presets from text files.
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* Load large models in 8-bit mode.
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* Split large models across your GPU(s), CPU, and disk.
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* CPU mode.
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* [FlexGen offload](https://github.com/oobabooga/text-generation-webui/wiki/FlexGen).
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* [DeepSpeed ZeRO-3 offload](https://github.com/oobabooga/text-generation-webui/wiki/DeepSpeed).
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* 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.
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* [LLaMA model, including 4-bit GPTQ support](https://github.com/oobabooga/text-generation-webui/wiki/LLaMA-model).
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* [llama.cpp support](https://github.com/oobabooga/text-generation-webui/wiki/llama.cpp-models). **\*NEW!\***
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* [RWKV model](https://github.com/oobabooga/text-generation-webui/wiki/RWKV-model).
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* [Supports LoRAs](https://github.com/oobabooga/text-generation-webui/wiki/Using-LoRAs).
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* Supports softprompts.
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* [Supports extensions](https://github.com/oobabooga/text-generation-webui/wiki/Extensions).
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* [Works on Google Colab](https://github.com/oobabooga/text-generation-webui/wiki/Running-on-Colab).
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* Dropdown menu for switching between models
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* Notebook mode that resembles OpenAI's playground
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* Chat mode for conversation and role playing
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* Nice HTML output for GPT-4chan
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* Markdown output for [GALACTICA](https://github.com/paperswithcode/galai), including LaTeX rendering
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* Custom chat characters in JSON format ([FAQ](https://github.com/oobabooga/text-generation-webui/wiki/Pygmalion-chat-model-FAQ))
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* Advanced chat features (send images, get audio responses with TTS)
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* Very efficient text streaming
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* Parameter presets
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* 8-bit mode
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* Layers splitting across GPU(s), CPU, and disk
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* CPU mode
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* [FlexGen](https://github.com/oobabooga/text-generation-webui/wiki/FlexGen)
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* [DeepSpeed ZeRO-3](https://github.com/oobabooga/text-generation-webui/wiki/DeepSpeed)
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* 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
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* [LLaMA model, including 4-bit GPTQ](https://github.com/oobabooga/text-generation-webui/wiki/LLaMA-model)
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* [llama.cpp](https://github.com/oobabooga/text-generation-webui/wiki/llama.cpp-models) **\*NEW!\***
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* [RWKV model](https://github.com/oobabooga/text-generation-webui/wiki/RWKV-model)
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* [LoRa (loading and training)](https://github.com/oobabooga/text-generation-webui/wiki/Using-LoRAs)
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* Softprompts
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* [Extensions](https://github.com/oobabooga/text-generation-webui/wiki/Extensions)
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* [Google Colab](https://github.com/oobabooga/text-generation-webui/wiki/Running-on-Colab)
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## Installation
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@ -64,7 +64,7 @@ On Windows, I additionally recommend carrying out the installation on WSL instea
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#### 0. Install Conda
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Conda can be downloaded here: https://docs.conda.io/en/latest/miniconda.html
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https://docs.conda.io/en/latest/miniconda.html
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On Linux or WSL, it can be automatically installed with these two commands:
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@ -134,13 +134,13 @@ You can automatically download a model from HF using the script `download-model.
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python download-model.py organization/model
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For instance:
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For example:
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python download-model.py facebook/opt-1.3b
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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.
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### GPT-4chan
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#### GPT-4chan
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[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:
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@ -169,8 +169,6 @@ Then browse to
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`http://localhost:7860/?__theme=dark`
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Optionally, you can use the following command-line flags:
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#### Basic settings
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@ -261,6 +259,8 @@ Inference settings presets can be created under `presets/` as text files. These
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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.
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[Visualization](https://user-images.githubusercontent.com/112222186/228956352-1addbdb9-2456-465a-b51d-089f462cd385.png)
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## System requirements
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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.
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