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README.md

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+---
+language:
+  - en
+pipeline_tag: text-generation
+tags:
+  - unsloth
+  - axolotl
+---
+
+# DreamGen Opus V1
+
+<div style="display: flex; flex-direction: row; align-items: center;">
+<img src="/dreamgen/opus-v1.2-7b/resolve/main/images/logo-1024.png" alt="model logo" style="
+    border-radius: 12px;
+    margin-right: 12px;
+    margin-top: 0px;
+    margin-bottom: 0px;
+    max-width: 100px;
+    height: auto;
+"/>
+
+Models for **(steerable) story-writing and role-playing**.
+<br/>[All Opus V1 models, including quants](https://huggingface.co/collections/dreamgen/opus-v1-65d092a6f8ab7fc669111b31).
+
+</div>
+
+## Prompting
+
+[Read the full Opus V1 prompting guide](https://dreamgen.com/docs/models/opus/v1) with many (interactive) examples and prompts that you can readily copy.
+
+<details>
+<summary>The models use an extended version of ChatML.</summary>
+
+```
+<|im_start|>system
+(Story description in the right format here)
+(Typically consists of plot description, style description and characters)<|im_end|>
+<|im_start|>user
+(Your instruction on how the story should continue)<|im_end|>
+<|im_start|>text names= Alice
+(Continuation of the story from the Alice character)<|im_end|>
+<|im_start|>text
+(Continuation of the story from no character in particular (pure narration))<|im_end|>
+<|im_start|>user
+(Your instruction on how the story should continue)<|im_end|>
+<|im_start|>text names= Bob
+(Continuation of the story from the Bob character)<|im_end|>
+```
+
+The Opus V1 extension is the addition of the `text` role, and the addition / modification of role names.
+
+Pay attention to the following:
+
+- The `text` messages can (but don't have to have) `names`, names are used to indicate the "active" character during role-play.
+- There can be multiple subsequent message with a `text` role, especially if names are involved.
+- There can be multiple names attached to a message.
+- The format for names is `names= {{name[0]}}; {{name[1]}}`, beware of the spaces after `names=` and after the `;`. This spacing leads to most natural tokenization for the names.
+</details>
+
+While the main goal for the models is great story-writing and role-playing performance, the models are also capable of several writing related tasks as well as general assistance.
+
+<img src="/dreamgen/opus-v1.2-7b/resolve/main/images/story_writing.webp" alt="story writing" style="
+    padding: 12px;
+    border-radius: 12px;
+    border: 2px solid #f9a8d4;
+    background: rgb(9, 9, 11);
+"/>
+
+Here's how you can prompt the model for the following tasks
+
+- Steerable [Story-writing](https://dreamgen.com/docs/models/opus/v1#task-story-writing) and [Role-playing](https://dreamgen.com/docs/models/opus/v1#task-role-playing):
+  - Input:
+    - System prompt: You provide story / role-play description, which consists of:
+      - Plot description
+      - Style description
+      - Characters and their descriptions
+    - Conversation turns:
+      - Text / message turn: This represents part of the story or role play
+      - Instruction: This tells the model what should happen next
+  - Output: Continuation of the story / role-play.
+- [Story plot summarization](https://dreamgen.com/docs/models/opus/v1#task-plot-description)
+  - Input: A story, or a few chapters of a story.
+  - Output: A description of the story or chapters.
+- [Story character description](https://dreamgen.com/docs/models/opus/v1#task-char-description)
+  - Input: A story, or a few chapters of a story, set of characters.
+  - Output: A description of the characters.
+- [Story style description](https://dreamgen.com/docs/models/opus/v1#task-style-description)
+  - Input: A story, or a few chapters of a story.
+  - Output: A description the style of the story.
+- [Story description to chapters](https://dreamgen.com/docs/models/opus/v1#task-story-description-to-chapter-descriptions)
+  - Input: A brief plot description and the desired number of chapters.
+  - Output: A description for each chapter.
+- And more...
+
+### Sampling params
+
+For story-writing and role-play, I recommend "Min P" based sampling with `min_p` in the range `[0.01, 0.1]` and with `temperature` in the range `[0.5, 1.5]`, depending on your preferences. A good starting point would be `min_p=0.1; temperature=0.8`.
+
+You may also benefit from setting presence, frequency and repetition penalties, especially at lower temperatures.
+
+## Dataset
+
+The fine-tuning dataset consisted of ~100M tokens of steerable story-writing, role-playing, writing-assistant and general-assistant examples. Each example was up to 31000 tokens long.
+
+All story-writing and role-playing examples were based on human-written text.
+
+![token count distribution](images/token_count_cum__token_bucket.png)
+
+## Running the model
+
+The model is should be compatible with any software that supports the base model, but beware of the prompting (see above).
+
+### Running Locally
+
+- [Chat template from model config](tokenizer_config.json#L51)
+  - This uses "text" role instead of the typical "assistant" role, and it does not (can’t?) support names
+- [LM Studio config](configs/lmstudio.json)
+  - This uses "text" role role as well
+
+### Running on DreamGen.com (free)
+
+You can try the model for free on [dreamgen.com](https://dreamgen.com) — note that an account is required.
+
+## Community
+
+Join the DreamGen community on [**Discord**](https://dreamgen.com/discord) to get early access to new models.
+
+## License
+
+- This model is intended for personal use only, other use is not permitted.

added_tokens.json

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+{
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+  "<|im_start|>": 32000
+}

config.json

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+{
+  "_name_or_path": "mistralai/Mistral-7B-Instruct-v0.2",
+  "architectures": [
+    "MistralForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 14336,
+  "max_position_embeddings": 32768,
+  "model_type": "mistral",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 32,
+  "num_key_value_heads": 8,
+  "rms_norm_eps": 1e-05,
+  "rope_theta": 1000000.0,
+  "sliding_window": null,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.38.0.dev0",
+  "use_cache": false,
+  "vocab_size": 32002
+}

generation_config.json

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+{
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+  "bos_token_id": 1,
+  "do_sample": true,
+  "eos_token_id": 2,
+  "transformers_version": "4.38.0.dev0"
+}

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