Build Small Hackathon With Cohere Models
Blog post from Hugging Face
The guide provides detailed instructions for participants in the Build Small Hackathon, emphasizing the use of Cohere's small open models, such as Tiny Aya and Cohere Transcribe, which are designed to operate within a 32 billion parameter limit and are suitable for multilingual text generation and automatic speech recognition, respectively. Tiny Aya supports over 70 languages and is ideal for creating local multilingual assistants and small applications, while Cohere Transcribe covers 14 languages, making it apt for voice interfaces and accessibility tools. The guide offers step-by-step instructions for setting up a Gradio app on Hugging Face Spaces, utilizing tools like llama.cpp for local server setup, and deploying models for various regional language needs. It also discusses the integration of Gradio for building custom user interfaces and demonstrates how to run these models locally or via cloud services, providing insights into model deployment, quantization options, and potential use cases for both text and audio processing applications.
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