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Model: PygmalionAI/pygmalion-6b
Source: Original Platform

README.md

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+---
+license: creativeml-openrail-m
+language:
+- en
+thumbnail:
+tags:
+- text generation
+- conversational
+inference: false
+---
+
+# Pygmalion 6B
+
+## Model description
+
+Pymalion 6B is a proof-of-concept dialogue model based on EleutherAI's [GPT-J-6B](https://huggingface.co/EleutherAI/gpt-j-6B).
+
+**Warning:** This model is **NOT** suitable for use by minors. It **will** output X-rated content under certain circumstances.
+
+## Training data
+
+The fine-tuning dataset consisted of 56MB of dialogue data gathered from multiple sources, which includes both real _and_ partially machine-generated conversations.
+
+## Training procedure
+
+Model weights were initialized from the `uft-6b` ConvoGPT model made available in [this commit](https://huggingface.co/hakurei/convogpt/tree/41b67bfddb6cd97070ffddf708e9720c9cb8d224/6b-uft).
+
+The model was then further fine-tuned on ~48.5 million tokens for ~5k steps on 4 NVIDIA A40s using DeepSpeed.
+
+## Intended use
+
+### The easy way
+
+We provide a notebook with a Gradio UI for playing around with the model without having to manually format inputs. This notebook can be found [here](https://github.com/PygmalionAI/gradio-ui/blob/master/notebooks/GPU.ipynb).
+
+### The manual way
+
+The model can be used as a regular text generation model, but it'll perform best if the input prompt adheres to the following format:
+
+```
+[CHARACTER]'s Persona: [A few sentences about the character you want the model to play]
+<START>
+[DIALOGUE HISTORY]
+You: [Your input message here]
+[CHARACTER]:
+```
+
+Where `[CHARACTER]` is, as you can probably guess, the name of the character you want the model to portray, `<START>` should be used verbatim as a delimiter token to separate persona and scenario data from the dialogue, and `[DIALOGUE HISTORY]` is chat history so the model can have some conversational context to draw from. Ideally it'll be pairs of messages like:
+
+```
+[CHARACTER]: [some dialogue here]
+You: [your response to the dialogue above]
+```
+
+Apart from chat history, you can also just add example conversations in `[DIALOGUE HISTORY]` to show how the character should speak - ideally at the beginning, so it doesn't get confused as to what's conversation history vs. character definition.
+
+## Known issues
+
+We haven't played around with the model enough to enumerate them. Feel free to give us some feedback!