dreamgen/opus-v0-7b

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README.md

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+---
+language:
+  - en
+pipeline_tag: text-generation
+---
+
+# 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](https://huggingface.co/mistralai/Mistral-7B-v0.1).
+
+**WARNING** Quantized versions manifest significant performance degradation compared to the original:
+
+- AWQ: [dreamgen/opus-v0-7b-awq](https://huggingface.co/dreamgen/opus-v0-7b-awq)
+- GGUF: [TheBloke/opus-v0-7b-gguf](https://huggingface.co/TheBloke/opus-v0-7B-GGUF)
+- ELX2: [bartowski/opus-v0-7b-exl2](https://huggingface.co/bartowski/opus-v0-7b-exl2)
+
+Other sizes:
+
+- 70B: [dreamgen/opus-v0-70b](https://huggingface.co/dreamgen/opus-v0-70b)
+
+You can **try the Opus V0 70B** (AWQ) model for free on [dreamgen.com](https://dreamgen.com).
+
+## Prompting
+
+Please see the [official documentation](https://dreamgen.com/docs/stories) 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**](https://dreamgen.com/discord), or follow our [**X/Twitter account**](https://dreamgen.com/twitter) 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](https://huggingface.co/mistralai/Mistral-7B-v0.1).
+
+### Running on DreamGen.com (free)
+
+You can try the model for free at [dreamgen.com](https://dreamgen.com) — note that an account is required.
+
+### Running with vLLM
+
+1. Install [vLLM](https://github.com/vllm-project/vllm) (version at least 0.2.1.post1)
+2. Run `python -u -m vllm.entrypoints.openai.api_server --host 0.0.0.0 --model dreamgen/opus-v0-7b`
+3. Use any library that's compatible with the OpenAI API to talk to the model
+
+### Running with oobabooga/text-generation-webui
+
+1. Install [oobabooga/text-generation-webui](https://github.com/oobabooga/text-generation-webui)
+2. Go to the **Model** tab
+3. Under **Download custom model or LoRA**, enter `dreamgen/opus-v0-7b`
+4. Go to the **Text Generation** tab
+5. 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.

config.json

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+{
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+  "architectures": [
+    "MistralForCausalLM"
+  ],
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+  "eos_token_id": 2,
+  "hidden_act": "silu",
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+  "initializer_range": 0.02,
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+  "max_position_embeddings": 32768,
+  "model_type": "mistral",
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+  "rms_norm_eps": 1e-05,
+  "rope_theta": 10000.0,
+  "sliding_window": 4096,
+  "tie_word_embeddings": false,
+  "torch_dtype": "float16",
+  "transformers_version": "4.34.1",
+  "use_cache": false,
+  "vocab_size": 32000
+}

generation_config.json

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+  "_from_model_config": true,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "transformers_version": "4.34.1"
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