AI Agent Skills

Selects a fine-tuning technique (SFT, DPO, RLVR, or RLAIF) for the user's use case and validates it against the selected model's available recipes. Use when the user has…

Fine-tune a DPA3 model in DeePMD-kit using the PyTorch backend. Use when the user wants to adapt a pre-trained DPA3 model to a new downstream dataset. Supports fine-tuni…

The LLM's practical guide: From the fundamentals to deploying advanced LLM and RAG apps to AWS using LLMOps best practices

《Machine Learning Systems: Design and Implementation》 (V2 is launching soon）

:control_knobs: Compact GUI for fine-tuning parameters and monitoring value changes

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dmls-book`

CircuitNet: An Open-Source Dataset for Machine Learning Applications in Electronic Design Automation (EDA)

Let's finetune video generation models!

A PyTorch Library for Photonic AI Computing Model Training and Co-Design (NeurIPS'21)

👀 Use machine learning in JavaScript to detect eye movements and build gaze-controlled experiences.

This repo consists of multiple machine learning based projects with frontend

Learn how to design and implement effective Machine Learning systems from start to finish.

MorphL Community Edition uses big data and machine learning to predict user behaviors in digital products and services with the end goal of increasing KPIs (click-throug…