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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.
            
        
            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
            
            
        
        
    
        
        
            
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                Supported Platforms
            
                SaaS
            
            
        
        
    
        
        
            
                Android
            
            
        
        
    
        
        
            
                iPhone
            
            
        
        
    
        
        
            
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                Customer Service / Support
            
                Standard Support
            
            
        
        
    
        
        
            
                24 Hour Support
            
            
        
        
    
        
        
            
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                Customer Service / Support
            
                Standard Support
            
            
        
        
    
        
        
            
                24 Hour Support
            
            
        
        
    
        
        
            
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                Training Options
            
                Documentation Hub
            
            
        
        
    
        
        
            
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                Training Options
            
                Documentation Hub
            
            
        
        
    
        
        
            
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                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