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LLM infrastructure.

Serving, gateways, and observability around models. Heavier than a chat UI. Closer to production traffic.

Sorted by Most popular

  1. mage-ai🧙 Build, run, and manage data pipelines for integrating and transforming data.Apache 2.0 · Linux8.8k
  2. PaLM-rlhf-pytorchImplementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLMMIT · Linux7.9k
  3. flowerFlower: A Friendly Federated AI FrameworkApache 2.0 · Linux, Android7.1k
  4. interpretFit interpretable models. Explain blackbox machine learning.MIT · Linux6.9k
  5. scikit-optGenetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)MIT · Linux6.7k
  6. adversarial-robustness-toolboxAdversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue TeamsMIT · Linux6.2k
  7. x-transformersA concise but complete full-attention transformer with a set of promising experimental features from various papersMIT · Linux5.9k
  8. kserveStandardized Distributed Generative and Predictive AI Inference Platform for Scalable, Multi-Framework Deployment on KubernetesApache 2.0 · Linux5.9k
  9. chronos-forecastingChronos: Pretrained Models for Time Series ForecastingApache 2.0 · Linux5.8k
  10. gluontsProbabilistic time series modeling in PythonApache 2.0 · Linux5.2k
  11. reasoning-from-scratchImplement a reasoning LLM in PyTorch from scratch, step by stepApache 2.0 · Linux5.2k
  12. kaolinA PyTorch Library for Accelerating 3D Deep Learning ResearchApache 2.0 · Linux5.2k
  13. pytorch-forecastingTime series forecasting with PyTorchMIT · Linux5k
  14. ARC-AGIThe Abstraction and Reasoning CorpusApache 2.0 · Linux4.8k
  15. dm_controlGoogle DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.Apache 2.0 · Linux4.7k
  16. nlpaugData augmentation for NLPMIT · Linux4.7k
  17. tree-of-thoughtsPlug in and Play Implementation of Tree of Thoughts: Deliberate Problem Solving with Large Language Models that Elevates Model Reasoning by atleast 70%Apache 2.0 · Linux4.6k
  18. TengineTengine is a lite, high performance, modular inference engine for embedded deviceApache 2.0 · Linux4.5k
  19. neural_prophetNeuralProphet: A simple forecasting packageMIT · Linux4.3k
  20. segment-geospatialA Python package for segmenting geospatial data with the Segment Anything Model (SAM)MIT · Linux4.1k

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