Mistral-7B-Instruct-v0.2-Neural-Story Open-Source Language Model - Free Support for Story Creation, Generation, Guidance, and Narrative

Mistral 7B Instruct V0.2 Neural Story

Developed by NeuralNovel

A language model fine-tuned based on Mistral-7B-Instruct-v0.2, specifically designed for generating guided narrative texts, with a focus on the field of story creation.

Large Language Model

Transformers

EnglishOpen Source License:Apache-2.0 #Creative Narrative Generation #Short Story Optimization #Detailed Guidance Response

Downloads 41

Release Time : 12/29/2023

Model Overview

Developed by NeuralNovel and funded by Techmind, the Mistral-7B-Instruct-v0.2-Neural-Story model aims to provide detailed creative responses in narrative scenarios and is optimized for short story telling.

Model Features

Creative Narrative Generation

Designed specifically for generating guided narrative texts, with a focus on the field of story creation.

Short Story Optimization

Optimized for short story telling, providing detailed creative responses in narrative scenarios.

Commercial Use License

Licensed under Apache-2.0, suitable for both commercial and non-commercial use.

Model Capabilities

Text Generation

Creative Writing

Storytelling

Use Cases

Creative Writing

Story Creation

Generate short stories or narrative texts

Provides detailed creative responses in narrative scenarios

Creative Writing Prompts

Offer inspiration or prompts for creative writing

Optimizes the creative writing process

🚀 NeuralNovel/Mistral-7B-Instruct-v0.2-Neural-Story

The Mistral-7B-Instruct-v0.2-Neural-Story is a language model developed by NeuralNovel and funded by Techmind. It is finetuned from Mistral-7B-Instruct-v0.2, specifically designed for generating instructive and narrative text, with a strong focus on storytelling. This fine-tuned model provides detailed and creative responses in narrative contexts and is optimized for short story writing. It is based on mistralAI and licensed under the apache - 2.0 license, suitable for both commercial and non - commercial use.

Neural-Story GGUF FILES HERE

✨ Features

Designed for generating instructive and narrative text, especially optimized for storytelling.
Provides detailed and creative responses in narrative contexts.

📦 Installation

No installation steps are provided in the original document, so this section is skipped.

💻 Usage Examples

No code examples are provided in the original document, so this section is skipped.

📚 Documentation

Data - set

The model was finetuned using the Neural - Story - v1 dataset.

Benchmark

Property	Details
Avg.	64.96
ARC	64.08
HellaSwag	66.89
MMLU	60.67
TruthfulQA	66.89
Winogrande	75.85
GSM8K	38.29

Evaluated on HuggingFaceH4/open_llm_leaderboard

Summary

Fine - tuned to generate creative and narrative text, making it more suitable for creative writing prompts and storytelling.

Out - of - Scope Use

⚠️ Important Note

The model may not perform well in scenarios unrelated to instructive and narrative text generation. Misuse or applications outside its designed scope may result in suboptimal outcomes.

Bias, Risks, and Limitations

⚠️ Important Note

The model may exhibit biases or limitations inherent in the training data. It is essential to consider these factors when deploying the model to avoid unintended consequences.

While the Neural - Story - v0.1 dataset serves as an excellent starting point for testing language models, users are advised to exercise caution, as there might be some inherent genre or writing bias.

Hardware and Training

n_epochs = 3,
n_checkpoints = 3,
batch_size = 12,
learning_rate = 1e-5,

Sincere appreciation to Techmind for their generous sponsorship.

📄 License

The model is licensed under the apache - 2.0 license.

Featured Recommended AI Models

Empowering the Future, Your AI Solution Knowledge Base

English 简体中文繁體中文にほんご