Open Source LLMs Guide
The Purpose.
The purpose of creating an open-source LLM guide is to democratize knowledge and empower individuals with the tools and understanding to harness the potential of Language Models. By offering a transparent roadmap, we aim to foster innovation, ensure ethical LLM practices, and reduce barriers to entry, allowing a diverse range of voices to contribute to and shape the future of language modeling technology.
The LLM.
LLM ( Large Language Model) is a type of artificial intelligence designed to understand and generate human language. Think of it as a digital brain trained on vast amounts of text, enabling it to answer questions, write content, or even chat like a human. It's the technology behind many chatbots and voice assistants you might encounter online or in devices.
The Beginner.
Private LLM : available on the App Store for iPhone, iPad, and macOS, is a beginner-friendly AI tool prioritizing user ease and safety. With a single purchase, newcomers to AI can engage with an offline chatbot that functions solely on their device, guaranteeing private conversations. The app simplifies productivity and creative tasks without internet dependency. It's ideally suited for devices with the Apple M1 chip, A14 Bionic chip, and their successors, underscoring its commitment to offline use and data privacy.
The Intermediate.
GPT4All : is an intermediate tool designed for users seeking a balance between ease of use and advanced capabilities. It offers a locally-operated, privacy-focused chatbot that doesn't require a GPU or internet connection. The platform allows users to train and deploy customized large language models on consumer-grade CPUs. With its open-source ecosystem, GPT4All emphasizes instruction-tuned assistant-style models, making it suitable for those who want a more in-depth experience without compromising on privacy.
The Advanced.
Hugging Face : provides an extensive collection of over 324,206 large language models (LLMs) tailored for advanced AI and NLP enthusiasts. The platform features models such as "tiiuae/falcon-180B" for text generation and "openai/whisper-large-v2" for automatic speech recognition. With regular updates and detailed metrics, these LLMs are versatile tools for tasks ranging from text generation to speech recognition. Advanced users can harness these models, benefiting from the rich contributions and updates from the community.