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harvard-edge/cs249r_book

ML Systems textbook and hands-on learning stack for building real-world AI systems

22.1K

Active

JavaScript

Books & Guides

ML Ops

#machine-learning-systems#ai-engineering#ml-ops

fla-org/flash-linear-attention

Efficient implementations of state-of-the-art linear attention models for large language models and NLP tasks.

4.5K

Active

Python

LLM Frameworks

NLP

Python

#large-language-models#machine-learning#natural-language-processing

inclusionAI/AReaL

A flexible and fast reinforcement learning library for building LLM-powered agents and reasoning systems.

4.0K

Active

Python

LLM Frameworks

Agents & Orchestration

Python

#llm#reinforcement-learning#agent

AIoT-MLSys-Lab/Efficient-LLMs-Survey

A comprehensive survey of efficient large language models for AI and machine learning systems.

1.3K

Experimental

LLM Frameworks

ML Ops

#efficient-deep-learning#generative-ai#large-language-models

Relaxed-System-Lab/Flash-Sparse-Attention

Efficient implementations of Native Sparse Attention, a key component in large language models.

982

Stable

Python

LLM Frameworks

API Frameworks

Python

#machine-learning#attention-mechanism#large-language-models

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