OpenChatKit - Open Source Chat-GPT Alternative
At its core, OpenChatKit is built upon the GPT-NeoXT-Chat-Base-20B model, a derivative of EleutherAI's GPT-NeoX, which has been fine-tuned with 43 million high-quality conversational instructions. This foundation enables the creation of chatbots capable of engaging in multi-turn dialogues, answering questions, and performing tasks like classification, extraction, and summarization.
One of the most compelling aspects of OpenChatKit is its commitment to transparency and control. By providing the source code, model weights, and training datasets under an Apache-2.0 license, it democratizes access to cutting-edge AI technology. Developers can fine-tune the model to enhance accuracy for particular tasks or integrate an extensible retrieval system that updates the bot's responses with information from Wikipedia, news feeds, or sports scores.
The open-source nature of OpenChatKit not only fosters innovation but also ensures a wider accessibility, especially for those who may not have the resources to engage with proprietary models. It's a testament to the collaborative spirit of the AI community, where contributions can significantly impact the development and refinement of the technology.