Here is a free course to master training and fine-tuning Large Language Models.
60+ videos and tutorials about training, fine-tuning, and deploying LLMs for production applications.
The course will take approximately 40 hours. It combines theory, foundational concepts, novel techniques, and real-world training.
Here are some of the highlights:
• You'll train an LLM from scratch
• You'll work on 10+ practical projects
• You'll fine-tune custom models to solve real-world use cases
• You'll learn how to use CPUs for LLM workflows amid GPU shortages
Two things about the course that make it great:
1. It covers working with open-source and close-source LLMs on CPUs and GPUs. Most courses out there focus on a single vendor, but here, you’ll learn how to work with the best out there.
2. You’ll build real-world projects, including fine-tuning an open-source LLM for a finance application and training a custom model to extract relationships between drugs and diseases.
People who qualify will get free @LambdaAPI and @cohere credits to practice.
@activeloopai created the course in collaboration with @towards_AI and @intel Disruptor.
You’ll receive a certification after completing the course. You can enroll for free here:
https://learn.activeloop.ai/courses/llms
Source: https:// twitter.com/svpino/status/1713911498249003413?t=ZWZlPngAkIoE9EH5jAw8qQ&s=19
60+ videos and tutorials about training, fine-tuning, and deploying LLMs for production applications.
The course will take approximately 40 hours. It combines theory, foundational concepts, novel techniques, and real-world training.
Here are some of the highlights:
• You'll train an LLM from scratch
• You'll work on 10+ practical projects
• You'll fine-tune custom models to solve real-world use cases
• You'll learn how to use CPUs for LLM workflows amid GPU shortages
Two things about the course that make it great:
1. It covers working with open-source and close-source LLMs on CPUs and GPUs. Most courses out there focus on a single vendor, but here, you’ll learn how to work with the best out there.
2. You’ll build real-world projects, including fine-tuning an open-source LLM for a finance application and training a custom model to extract relationships between drugs and diseases.
People who qualify will get free @LambdaAPI and @cohere credits to practice.
@activeloopai created the course in collaboration with @towards_AI and @intel Disruptor.
You’ll receive a certification after completing the course. You can enroll for free here:
https://learn.activeloop.ai/courses/llms
Source: https:// twitter.com/svpino/status/1713911498249003413?t=ZWZlPngAkIoE9EH5jAw8qQ&s=19
