Alternatives

Agent Lightning alternatives for AI agents.

Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.

Current skill

Agent Lightning

The absolute trainer to light up AI agents.

100
Quality
94
Trust
17K
Stars
#1

MLE Agent

Similarity 149Trust 89Excellent 85

🤖 MLE-Agent: Your intelligent companion for seamless AI engineering and research. 🔍 Integrate with arxiv and paper with code to provide better code/research plans 🧰 OpenAI, Anthropic, Gemini, Ollama, etc supported. :fireworks: Code RAG

1.6K starsJul 27, 2025 pushml-automationPythonMLOps
$ npx skills add MLSysOps/MLE-agent
#2

Plexe

Similarity 136Trust 90Excellent 96

✨ Build a machine learning model from a prompt

2.6K starsMar 6, 2026 pushml-automationPythonMLOps
$ npx skills add plexe-ai/plexe
#3

Bitsandbytes

Similarity 133Trust 94Excellent 100

Accessible large language models via k-bit quantization for PyTorch.

8.3K starsJun 15, 2026 pushml-automationPythonMachine Learning
$ npx skills add bitsandbytes-foundation/bitsandbytes
#4

Scikit Llm

Similarity 132Trust 93Excellent 100

Seamlessly integrate LLMs into scikit-learn.

3.5K starsJun 1, 2026 pushml-automationPythonMachine Learning
$ npx skills add BeastByteAI/scikit-llm
#5

Mlops Stacks

Similarity 131Trust 88Excellent 86

This repo provides a customizable stack for starting new ML projects on Databricks that follow production best-practices out of the box.

686 starsJun 12, 2026 pushml-automationPythonMLOps
$ npx skills add databricks/mlops-stacks
#6

Skops

Similarity 130Trust 88Strong 84

skops is a Python library helping you share your scikit-learn based models and put them in production

516 starsJun 8, 2026 pushml-automationPythonMLOps
$ npx skills add skops-dev/skops
#7

MLOpsPython

Similarity 129Trust 83Strong 72

MLOps using Azure ML Services and Azure DevOps

1.3K starsAug 5, 2023 pushml-automationPythonMLOps
$ npx skills add microsoft/MLOpsPython
#8

Reco Papers

Similarity 129Trust 88Excellent 89

Classic papers and resources on recommendation

3.6K starsOct 16, 2025 pushml-automationPythonMachine Learning
$ npx skills add wzhe06/Reco-papers
#9

Pytorch Lightning

Similarity 128Trust 98Excellent 100

Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.

31K starsJun 10, 2026 pushml-automationPythonMachine Learning
$ npx skills add Lightning-AI/pytorch-lightning
#10

Budgetml

Similarity 128Trust 80Strong 72

Deploy a ML inference service on a budget in less than 10 lines of code.

1.3K starsFeb 12, 2024 pushml-automationPythonMLOps
$ npx skills add ebhy/budgetml
#11

Pysc2

Similarity 128Trust 84Strong 80

StarCraft II Learning Environment

8.3K starsJul 23, 2024 pushml-automationPythonMachine Learning
$ npx skills add google-deepmind/pysc2
#12

Tensorpack

Similarity 127Trust 86Strong 78

A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility

6.3K starsAug 6, 2023 pushml-automationPythonMachine Learning
$ npx skills add tensorpack/tensorpack
#13

Vision

Similarity 127Trust 96Excellent 100

Datasets, Transforms and Models specific to Computer Vision

18K starsJun 15, 2026 pushml-automationPythonMachine Learning
$ npx skills add pytorch/vision
#14

Stable Baselines3

Similarity 127Trust 98Excellent 100

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

13K starsJun 15, 2026 pushml-automationPythonMachine Learning
$ npx skills add DLR-RM/stable-baselines3
#15

ChatterBot

Similarity 127Trust 96Excellent 100

ChatterBot is a machine learning, conversational dialog engine for creating chat bots

14K starsMar 24, 2026 pushml-automationPythonMachine Learning
$ npx skills add gunthercox/ChatterBot
#16

Keras Rl

Similarity 127Trust 84Strong 78

Deep Reinforcement Learning for Keras.

5.6K starsSep 17, 2023 pushml-automationPythonMachine Learning
$ npx skills add keras-rl/keras-rl

How to choose

When should you switch?

Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep Agent Lightning if it already passes your workflow test and repository review.

Next step

Compare top candidates side by side

Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.