Beginning Llamafile
Develop expertise in the exposure and deployment of large language models via application programming interfaces (APIs), configure server environments, and incorporate natural language processing (NLP) functionalities into applications.
Description for Beginning Llamafile
Exposing Large Language Models through REST API Endpoints: Acquire the knowledge necessary to expose large language models by developing REST API endpoints, thereby facilitating seamless integration with various applications.
Configuring and Customizing Model Behavior: Acquire knowledge on how to configure the llama.cpp server to tailor model behavior and enhance its performance.
Request Handling and NLP Capability Integration: Develop your ability to effectively handle requests and include language model capabilities for NLP tasks in apps.
Practical Exercises and Instruments for Deployment: Enhance comprehension through experiential exercises utilizing tools such as curl and Python for the deployment of language model APIs.
Level: Beginner
Certification Degree: yes
Languages the Course is Available: 1
Offered by: On edX provided by AI
Duration: 1�3 hours per week 2 weeks (approximately)
Schedule: Flexible
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