Mistral 7B vs ChatGPT Plugins

Mistral AI presents Mistral 7B, an avant-garde language model setting new standards for open-weight models. Bolstered by a hefty 7.3 billion parameters, Mistral 7B is engineered to deliver unsurpassed language understanding and generation capabilities. Its prowess is evident as it eclipses the performance of Llama 2's 13B model across all benchmarks and rivals many of the tasks undertaken by the larger Llama 1's 34B model.

Tailored for code and English-language tasks, Mistral 7B leverages advanced techniques like Grouped-query attention (GQA) and Sliding Window Attention (SWA) for quick and cost-efficient processing of longer sequences. Released under the liberal Apache 2.0 license, this versatile model is ready-to-use on any platform, be it local setups or various cloud services, and it's fully compatible with HuggingFace for immediate deployment. The model's easy adaptability means you can swiftly fine-tune it for bespoke tasks such as chat applications. Despite its remarkable abilities, Mistral 7B remains an ongoing project with the team actively seeking to enhance its moderation mechanisms in the future.

OpenAI follows an iterative deployment philosophy, and as part of this approach, it is gradually releasing plugins for ChatGPT. The purpose of this gradual release is to study the real-world use of the plugins, assess their impact, and identify any safety and alignment challenges that may arise. Getting these aspects right is essential for OpenAI to achieve its mission.

Since the launch of ChatGPT, users have expressed interest in having access to plugins, and many developers are experimenting with similar ideas. OpenAI is initially rolling out plugins to a small set of users and plans to gradually increase access as it learns more. After an alpha period, API users who want to integrate plugins into their products will also have access. OpenAI is excited to build a community that will help shape the future of the human-AI interaction paradigm.

Developers who have been invited off the waitlist can use OpenAI's documentation to build a plugin for ChatGPT. Once the plugin is created, it is listed in the prompt shown to the language model, along with documentation that instructs the model on how to use each one. The first set of plugins has been created by Expedia, FiscalNote, Instacart, KAYAK, Klarna, Milo, OpenTable, Shopify, Slack, Speak, Wolfram, and Zapier.