DreamGen Opus V0 7B
DreamGen Opus is a family of uncensored models fine-tuned for (steerable) story writing and the model also works great for chat / RP. The DreamGen Opus V0 7B model is derived from mistralai/Mistral-7B-v0.1.
WARNING Quantized versions manifest significant performance degradation compared to the original:
- AWQ: dreamgen/opus-v0-7b-awq
- GGUF: TheBloke/opus-v0-7b-gguf
- ELX2: bartowski/opus-v0-7b-exl2
Other sizes:
- 70B: dreamgen/opus-v0-70b
You can try the Opus V0 70B (AWQ) model for free on dreamgen.com.
Prompting
Please see the official documentation for more detailed guide, including how to prompt the model for chat / RP.
The (collaborative / steerable) story writing task teaches the model to respect <setting> and <instruction> inserted into the prompt.
Example prompt:
<setting>
(Setting provides general overview of the story and characters)
This story is a twist on the traditional Little Red Riding Hood story.
In this variation, the Little Red Riding Hood and her grandma are secretely werevoles.
</setting>
(Previous part of the story, potentially empty)
<instruction>
(Setting tells the model what should happen in the next few sentences / paragraphs)
The Little Red Riding hood confronts The Big Bad Wolf, transforming into her wolf form.
</instruction>
Dataset
The fine-tuning dataset consisted of >1M tokens of collaborative writing task examples, each example being up to 4096 tokens. On top of that, >20M tokens of more general, but less instructed examples were included to help preserve generalization.
All prose in the dataset is from actual humans, not AI generated.
Community
Join the DreamGen community on Discord, or follow our X/Twitter account for new model releases and other news. We will soon be releasing models with longer context window, as well as models specifically fine-tuned for character chat & roleplay.
Help us shape the future of DreamGen.
Running the model
The model is should be compatible with any software that supports mistralai/Mistral-7B-v0.1.
Running on DreamGen.com (free)
You can try the model for free at dreamgen.com — note that an account is required.
Running with vLLM
- Install vLLM (version at least 0.2.1.post1)
- Run
python -u -m vllm.entrypoints.openai.api_server --host 0.0.0.0 --model dreamgen/opus-v0-7b - Use any library that's compatible with the OpenAI API to talk to the model
Running with oobabooga/text-generation-webui
- Install oobabooga/text-generation-webui
- Go to the Model tab
- Under Download custom model or LoRA, enter
dreamgen/opus-v0-7b - Go to the Text Generation tab
- Enter your prompt
License
- For personal and academic use: Same license as the base model, in this case Apache 2.0.
- For commercial use: Please reach out to hello@dreamgen.com.