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What is LongLLaMA?

This repository presents the research preview for LongLLaMA, an innovative large language model capable of handling extensive contexts, reaching up to 256,000 tokens or potentially even more. Built on the OpenLLaMA framework, LongLLaMA has been fine-tuned using the Focused Transformer (FoT) methodology. The foundational code for this model comes from Code Llama. We are excited to introduce a smaller 3B base version of the LongLLaMA model, which is not instruction-tuned, and it will be released under an open license (Apache 2.0). Accompanying this release is inference code that supports longer contexts, available on Hugging Face. The model's weights are designed to effortlessly integrate with existing systems tailored for shorter contexts, particularly those that accommodate up to 2048 tokens. In addition to these features, we provide evaluation results and comparisons to the original OpenLLaMA models, thus offering a thorough insight into LongLLaMA's effectiveness in managing long-context tasks. This advancement marks a significant step forward in the field of language models, enabling more sophisticated applications and research opportunities.

What is GPT4All?

GPT4All is an all-encompassing system aimed at the training and deployment of sophisticated large language models that can function effectively on typical consumer-grade CPUs. Its main goal is clear: to position itself as the premier instruction-tuned assistant language model available for individuals and businesses, allowing them to access, share, and build upon it without limitations. The models within GPT4All vary in size from 3GB to 8GB, making them easily downloadable and integrable into the open-source GPT4All ecosystem. Nomic AI is instrumental in sustaining and supporting this ecosystem, ensuring high quality and security while enhancing accessibility for both individuals and organizations wishing to train and deploy their own edge-based language models. The importance of data is paramount, serving as a fundamental element in developing a strong, general-purpose large language model. To support this, the GPT4All community has created an open-source data lake, acting as a collaborative space for users to contribute important instruction and assistant tuning data, which ultimately improves future training for models within the GPT4All framework. This initiative not only stimulates innovation but also encourages active participation from users in the development process, creating a vibrant community focused on enhancing language technologies. By fostering such an environment, GPT4All aims to redefine the landscape of accessible AI.

Media

Media

Integrations Supported

MindMac
ONLYOFFICE Docs
OpenLIT
Prem AI

Integrations Supported

MindMac
ONLYOFFICE Docs
OpenLIT
Prem AI

API Availability

Has API

API Availability

Has API

Pricing Information

Free
Free Trial Offered?
Free Version

Pricing Information

Free
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

LongLLaMA

Company Website

github.com/CStanKonrad/long_llama

Company Facts

Organization Name

Nomic AI

Date Founded

2022

Company Location

United States

Company Website

gpt4all.io

Categories and Features

Categories and Features

Artificial Intelligence

Chatbot
For Healthcare
For Sales
For eCommerce
Image Recognition
Machine Learning
Multi-Language
Natural Language Processing
Predictive Analytics
Process/Workflow Automation
Rules-Based Automation
Virtual Personal Assistant (VPA)

Chatbot

Call to Action
Context and Coherence
Human Takeover
Inline Media / Videos
Machine Learning
Natural Language Processing
Payment Integration
Prediction
Ready-made Templates
Reporting / Analytics
Sentiment Analysis
Social Media Integration

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