llm-course
serverless-ml-course
llm-course | serverless-ml-course | |
---|---|---|
6 | 5 | |
29,486 | 487 | |
- | 14.2% | |
8.1 | 3.5 | |
25 days ago | 8 days ago | |
Jupyter Notebook | Jupyter Notebook | |
Apache License 2.0 | Creative Commons Zero v1.0 Universal |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
llm-course
-
Ask HN: People who switched from GPT to their own models. How was it?
This is a very nice resource: https://github.com/mlabonne/llm-course
- Large Language Model Course
-
Ask HN: Which are some of the best open source courses for ML and Deep Learning?
I'll start
1. mlcourse.ai – Open Machine Learning Course
2. course.fast.ai - Practical Deep Learning
3. https://github.com/mlabonne/llm-course - LLM course
4. https://www.deeplearningbook.org/ - Deep Learning
5. https://d2l.djl.ai/index.html - Deep dive into deep learning
- LLM Course
serverless-ml-course
-
Serverless Video Transcription inspired by Cyberpunk 2077
https://github.com/featurestoreorg/serverless-ml-course
Some of the students have built similar systems, for example chaining Whisper and ChatGPT or translation or sentiment analysis of transcribed text, such as here (transcribe Swedish and tell me the sentiment of the text):
-
Best options for hosting datasets? (Currently using GitHub)
On hopsworks.ai you get 10GB of free storage in their serverless feature store. You can find out more about it in this serverless-ml course: https://github.com/featurestoreorg/serverless-ml-course
- Don't build ML infra, build ML services in mins w Serverless ML – a course
-
GitHub Action Transcription
There is a severless machine learning course that includes GH actions to implement serverless feature pipelines and serverless batch inference pipelines.
https://github.com/featurestoreorg/serverless-ml-course
Disclaimer: I am involved in it.
-
A free online course for serverless ML.
Github: https://github.com/featurestoreorg/serverless-ml-course
What are some alternatives?
dcai-lab - Lab assignments for Introduction to Data-Centric AI, MIT IAP 2024 👩🏽💻
Real-Time-Voice-Cloning - Clone a voice in 5 seconds to generate arbitrary speech in real-time
LessonMaterials - Open Sourced Curriculum and Lessons for an Introductory AI/ML Course
action-transcription-demo - A tool for creating a repository of transcribed videos
FinGPT - FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.
hopsworks - Hopsworks - Data-Intensive AI platform with a Feature Store
action-transcription - A tool for creating a repository of transcribed videos
cbp-translate
excalidraw - Virtual whiteboard for sketching hand-drawn like diagrams
ml-serverless-course - Learn to build serverless ML systems with only Python as a prerequisite
sagemaker-feature-store-real-time-recommendations - Build a real-time recommendation engine for an e-commerce website leveraging SageMaker Feature Store as a core component of the solution.
featureform - The Virtual Feature Store. Turn your existing data infrastructure into a feature store.