Training
mlcommons
Reference implementations of MLPerf® training benchmarks
Ml AutomationReview before use
1.8KGitHub
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Results · “pre-training”
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DeepSpeed
deepspeedai
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
Ml AutomationReview before use
42.5KGitHub
1.9KGitHub
5.5KGitHub
2.3KGitHub
TransformerEngine
NVIDIA
A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit and 4-bit floating point (FP8 and FP4) precision on Hopper, Ada and Blackwell GPUs, t…
Ml AutomationReview before use
3.4KGitHub
Transformers
huggingface
🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and traini…
Ml AutomationReview before use
161.6KGitHub
Onnxruntime
microsoft
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
Ml AutomationReview before use
20.8KGitHub
Ml Agents
Unity-Technologies
The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agen…
Ml AutomationReview before use
19.5KGitHub
Tfjs
tensorflow
A WebGL accelerated JavaScript library for training and deploying ML models.
Ml AutomationReview before use
19.1KGitHub
Horovod
horovod
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
Ml AutomationReview before use
14.7KGitHub
Awesome Prompt Engineering
promptslab
This repository contains a hand-curated resources for Prompt Engineering with a focus on Generative Pre-trained Transformer (GPT), ChatGPT, PaLM etc
6KGitHub
Snorkel
snorkel-team
A system for quickly generating training data with weak supervision
Ml AutomationReview before use
6KGitHub
DALI
NVIDIA
A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference appl…
Ml AutomationReview before use
5.7KGitHub
Nsfw Data Scraper
alex000kim
Collection of scripts to aggregate image data for the purposes of training an NSFW Image Classifier
Ml AutomationReview before use
12.6KGitHub
Ignite
pytorch
High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.
Ml AutomationReview before use
4.8KGitHub
External platform skills
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