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+ ---
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+ language:
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+ - en
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+ pipeline_tag: text-generation
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+ ---
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+
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+ # DreamGen Opus V0 7B
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+
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+ **DreamGen Opus** is a family of **uncensored** models fine-tuned for **(steerable) story writing** and the model also works great for **chat / RP**.
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+ The DreamGen Opus V0 7B model is derived from [mistralai/Mistral-7B-v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1).
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+
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+ **WARNING** Quantized versions manifest significant performance degradation compared to the original:
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+
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+ - AWQ: [dreamgen/opus-v0-7b-awq](https://huggingface.co/dreamgen/opus-v0-7b-awq)
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+ - GGUF: [TheBloke/opus-v0-7b-gguf](https://huggingface.co/TheBloke/opus-v0-7B-GGUF)
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+ - ELX2: [bartowski/opus-v0-7b-exl2](https://huggingface.co/bartowski/opus-v0-7b-exl2)
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+
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+ Other sizes:
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+
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+ - 70B: [dreamgen/opus-v0-70b](https://huggingface.co/dreamgen/opus-v0-70b)
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+
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+ You can **try the Opus V0 70B** (AWQ) model for free on [dreamgen.com](https://dreamgen.com).
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+
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+ ## Prompting
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+
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+ Please see the [official documentation](https://dreamgen.com/docs/stories) for more detailed guide, including how to prompt the model for chat / RP.
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+
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+ The (collaborative / steerable) story writing task teaches the model to respect `<setting>` and `<instruction>` inserted into the prompt.
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+
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+ Example prompt:
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+
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+ ```
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+ <setting>
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+ (Setting provides general overview of the story and characters)
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+ This story is a twist on the traditional Little Red Riding Hood story.
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+ In this variation, the Little Red Riding Hood and her grandma are secretely werevoles.
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+ </setting>
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+
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+ (Previous part of the story, potentially empty)
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+
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+ <instruction>
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+ (Setting tells the model what should happen in the next few sentences / paragraphs)
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+ The Little Red Riding hood confronts The Big Bad Wolf, transforming into her wolf form.
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+ </instruction>
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+ ```
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+
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+ ## Dataset
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+
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+ 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.
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+
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+ All prose in the dataset is from actual humans, not AI generated.
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+
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+ ## Community
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+
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+ Join the DreamGen community on [**Discord**](https://dreamgen.com/discord), or follow our [**X/Twitter account**](https://dreamgen.com/twitter) for new model releases and other news.
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+ We will soon be releasing models with longer context window, as well as models specifically fine-tuned for character chat & roleplay.
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+
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+ Help us shape the future of DreamGen.
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+
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+ ## Running the model
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+
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+ The model is should be compatible with any software that supports [mistralai/Mistral-7B-v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1).
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+
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+ ### Running on DreamGen.com (free)
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+
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+ You can try the model for free at [dreamgen.com](https://dreamgen.com) — note that an account is required.
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+
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+ ### Running with vLLM
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+
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+ 1. Install [vLLM](https://github.com/vllm-project/vllm) (version at least 0.2.1.post1)
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+ 2. Run `python -u -m vllm.entrypoints.openai.api_server --host 0.0.0.0 --model dreamgen/opus-v0-7b`
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+ 3. Use any library that's compatible with the OpenAI API to talk to the model
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+
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+ ### Running with oobabooga/text-generation-webui
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+
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+ 1. Install [oobabooga/text-generation-webui](https://github.com/oobabooga/text-generation-webui)
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+ 2. Go to the **Model** tab
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+ 3. Under **Download custom model or LoRA**, enter `dreamgen/opus-v0-7b`
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+ 4. Go to the **Text Generation** tab
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+ 5. Enter your prompt
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+
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+ ## License
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+
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+ - For personal and academic use: Same license as the base model, in this case Apache 2.0.
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+ - For commercial use: Please reach out to hello@dreamgen.com.
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+ "tokenizer_class": "LlamaTokenizer",
40
+ "trust_remote_code": false,
41
+ "unk_token": "<unk>",
42
+ "use_default_system_prompt": true,
43
+ "use_fast": true
44
+ }