optimate
Model optimizer
A collection of libraries to optimize AI model performances.
A collection of libraries to optimise AI model performances
8k stars
93 watching
637 forks
Language: Python
last commit: 7 months ago
Linked from 4 awesome lists
aianalyticsartificial-intelligencedeeplearninglarge-language-modelsllm
josephmisiti/awesome-machine-learning
christoschristofidis/awesome-deep-learning
keon/awesome-nlp
kelvins/awesome-mlopsRelated projects:
| Repository | Description | Stars |
|---|---|---|
| nebuly-ai/nos | A module to optimize GPU utilization in Kubernetes clusters through dynamic partitioning and elastic resource management. | 636 |
 nvidia/nemo | A scalable generative AI framework for creating and deploying large language models and multimodal models | 12,438 |
 optuna/optuna | A framework for automating and accelerating the optimization of machine learning hyperparameters | 11,082 |
 huggingface/optimum | A toolkit for optimizing and accelerating the training and inference of machine learning models on various hardware platforms. | 2,618 |
 meta-llama/llama-stack | Provides pre-packaged building blocks for generative AI applications with standardized APIs and service-oriented design. | 5,164 |
 optimalscale/lmflow | A toolkit for fine-tuning and inferring large machine learning models | 8,312 |
 haotian-liu/llava | A system that uses large language and vision models to generate and process visual instructions | 20,683 |
 plasma-umass/scalene | A high-performance Python profiler that analyzes CPU, GPU, and memory usage, providing detailed information and AI-powered optimization suggestions. | 12,274 |
| nvidia/nemo-curator | A toolkit for fast and scalable data preparation and curation for large language models | 672 |
 nomic-ai/gpt4all | An open-source Python client for running Large Language Models (LLMs) locally on any device. | 71,176 |
 intel/neural-compressor | Tools and techniques for optimizing large language models on various frameworks and hardware platforms. | 2,257 |
 tju-drl-lab/ai-optimizer | A next-generation deep reinforcement learning toolkit with libraries for multiagent, self-supervised, offline, and transfer/reinforcement learning | 4,848 |
 facebook/ax | An adaptive experimentation platform with support for various optimization strategies and flexible APIs. | 2,392 |
 openvinotoolkit/openvino | A toolkit for optimizing and deploying artificial intelligence models in various applications | 7,439 |
 ludwig-ai/ludwig | A low-code framework for building custom deep learning models and neural networks | 11,236 |