Large Language Model (LLM) is growing like a skyrocket today with many open-source options available. The year 2023 has become the year of AI and Large language models. With the release of Chatgpt in 2022, more and more open-source LLMs are emerging for commercial and research. So, to learn about the latest LLM models, let’s look into the best 8 LLMs of 2023.
Falcon 180B
Falcon 180B is the next powerful language model, trained on 3.5 trillion tokens with 180 billion parameters. Hugging Face has listed this model on its leaderboard for open-source LLMs. The model is available for both commercial and research purposes. The Falcon model is good for tasks like coding, question answers, reasoning, and knowledge tests. The Performance of Falcon 180B has even beat the Llama 2 model.
Key Features
- Diverse Parameters
- Extensive Performance outperforming GPT-3
- Provide endpoint detection and response, including next-generation antivirus, threat hunting, and threat intelligence.
Llama 2
Llama 2 is a model developed by the collaboration of Meta and Microsoft AI. The model has been trained with 7, 13, and 70 billion parameters. It utilizes 40% more data than its previous Llama 1 model. The model was trained on a huge range of text and images, which makes it one of the most competitive LLM models. Thus, Llama 2 can generate detailed responses on text and images. Besides, it is good for content creation and research for any college degree.
Key Features
- Large Training Data
- Supports Microsoft products like Azur and Windows
- Open source and free for commercial and research purposes
- Creative Content Generation
Claude 2
Claude 2 is an AI-powered coding assistant that helps developers write cleaner and more efficient code. This innovative technology uses natural language processing (NLP) to understand the context of the code and suggest improvements. This model can be accessed via API and the new beta website. The model is also integrated into Notion AU, Duck Duck Go, and Quora’s Poe. Claude 2 has a “Context Window” that helps the user input the entire book and finally asks to summarize it. The model can be accessible through voice assistance and the web interface.
Key Feature
- Natural Language Processing (NLP) for understanding code context
- Auto-completion of code for faster development
- Code refactoring and optimization suggestions
- Integration with popular programming languages
MPT 7B
MPT 7B is a powerful AI-powered content creation LLM tool that helps generate high-quality content in no time. This technology uses advanced algorithms to analyze existing content. Besides, it generates new content that is similar in style and tone.
MPT 7B has been trained on an extensive dataset of 1 trillion tokens of code and text.
MPT 7B is perfect for businesses that need to quickly create a bulk amount of content, like blog posts, social media posts, and product descriptions.
Key Features
- AI-powered content generation for high-quality, unique content
- Commercial License for the business and assets
- Analyze existing content to generate new content in the same style and tone
- No compromise in handling large inputs
Code Generator- CodePal
Code Generator is an AI-powered code generation LLM tool that helps developers create code faster and more efficiently. This technology uses machine learning algorithms to study existing code and finally generate new code based on patterns and structures. Code Gen is perfect for developers who want to save time and reduce the error when writing code.
CodeGen includes various programming frameworks and languages. The code takes help from GitHub and Stack Overflow. It can streamline the software development process.
Key Features
- AI-powered code generation for faster development
- Analyzes existing code to generate new code based on patterns and structures
- Supports multiple programming languages
- Error handling in generated code and finally improving the code quality
- Customizable templates and code snippets
Platypus 2
Platypus 2 is an AI-powered chatbot that helps businesses automate their customer service. This innovative technology uses NLP to understand customer queries and provide accurate responses, making it easier for businesses to provide 24/7 customer support. Platypus 2 also can integrate with various messaging platforms, such as Facebook Messenger and WhatsApp. It can be accessed through Hugging Face.
Key Features
- AI-powered chatbot for automating customer service
- Natural Language Processing (NLP) for understanding customer queries
- Integration with popular messaging platforms
- Personalized responses and recommendations
- Analytics and reporting for improved customer service
Palm 2
Palm 2 is an AI-powered personal assistant that helps users manage their daily tasks and schedules. This model excels in various tasks, including reasoning, coding, questions and answers, etc. It can translate various languages effectively as compared to previous language models.
Palm 2 also can integrate with various smart devices. The PaLM 2 model can be customized by Google for particular use cases. For instance, Med-PaLM delivers solutions to medical questions, whereas Sec-PaLM is tailored to find cybersecurity flaws.
Key Features
- AI-powered personal assistant for managing daily tasks and schedules
- Machine learning algorithms for personalized recommendations
- Customizable workflows and integrations
Code Llama
Code Llama is an AI-powered coding assistant that helps developers learn new programming languages. This technology uses an ML algorithm to analyze existing code and provide suggestions for improvement. Code Llama is perfect for developers who want to improve their coding skills. Besides, it helps people to learn new programming languages.
Key Features
- AI-powered coding assistant for learning and improving coding skills
- Analyzes existing code to provide suggestions for improvement
- Supports multiple programming languages
- Personalized learning recommendations
- Integration with popular code editors and IDEs
