LLAMA2-13B-Holodeck-1 Open Source Model - Integrating Data from 3000 E-books to Boost Text Processing

Home

LLAMA2 13B Holodeck 1

Developed by KoboldAI

A fine-tuned version based on Meta's Llama 2 model, trained on approximately 3,000 e-books across various genres.

Large Language Model

Transformers

EnglishOpen Source License:Other #Multi-genre text generation #E-book style adaptation #Non-commercial research use

Downloads 1,747

Release Time : 7/28/2023

Model Overview

LLAMA2 13B-Holodeck is a large language model fine-tuned from the Llama 2 model, primarily designed for text generation tasks, especially suited for handling content from different genres.

Model Features

Genre annotation

Training data is prefixed with [genre: <genre1>, <genre2>] format, facilitating the generation of genre-specific text content.

Fine-tuned from Llama 2

Fine-tuned on Meta's Llama 2 13B model, inheriting the excellent performance of Llama 2.

Diverse training data

Trained on approximately 3,000 e-books across various genres, covering a wide range of text styles and themes.

Model Capabilities

Text generation

Genre-specific text generation

Dialogue simulation

Use Cases

Creative writing

Genre fiction creation

Generate fiction content for specific genres, such as sci-fi, fantasy, etc.

Capable of generating coherent text that aligns with genre characteristics

Dialogue simulation

Character dialogue generation

Simulate the dialogue style and content of specific characters.

Generate natural and fluent character dialogues

🚀 LLAMA2 13B - Holodeck

LLAMA2 13B - Holodeck is a fine - tuned model based on Meta's Llama 2, offering unique text - generation capabilities.

🚀 Quick Start

You can use this model directly with a pipeline for text generation. This example generates a different sequence each time it's run:

>>> from transformers import pipeline
>>> generator = pipeline('text-generation', model='KoboldAI/LLAMA2-13B-Holodeck-1')
>>> generator("Welcome Captain Janeway, I apologize for the delay.", do_sample=True, min_length=50)
[{'generated_text': 'Welcome Captain Janeway, I apologize for the delay."\nIt\'s all right," Janeway said. "I\'m certain that you\'re doing your best to keep me informed of what\'s going on."'}]

✨ Features

LLAMA2 13B - Holodeck is a finetune created using Meta's llama 2 model.

📦 Installation

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

💻 Usage Examples

Basic Usage

>>> from transformers import pipeline
>>> generator = pipeline('text-generation', model='KoboldAI/LLAMA2-13B-Holodeck-1')
>>> generator("Welcome Captain Janeway, I apologize for the delay.", do_sample=True, min_length=50)
[{'generated_text': 'Welcome Captain Janeway, I apologize for the delay."\nIt\'s all right," Janeway said. "I\'m certain that you\'re doing your best to keep me informed of what\'s going on."'}]

📚 Documentation

Model Details

Property	Details
Model Type	LLAMA2 13B - Holodeck is a finetune created using Meta's llama 2 model.
Training Data	The training data contains around 3000 ebooks in various genres. Most parts of the dataset have been prepended using the following text: `[Genre: <genre1>, <genre2>]`

Limitations and Biases

Based on known problems with NLP technology, potential relevant factors include bias (gender, profession, race and religion).

📄 License

Extra clause: You shall use the Materials and Products solely for research purposes or personal use and not for any commercial purpose. Nothing in the Community License shall be construed as granting you a license to use the Materials or Products for any other purpose.

BibTeX entry and citation info

https://huggingface.co/meta-llama/Llama-2-13b-hf

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