Distributed Machine Learning Patterns from Manning Publications by Yuan Tang https://bit.ly/2RKv8Zo
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Updated
Aug 11, 2024 - Python
Distributed Machine Learning Patterns from Manning Publications by Yuan Tang https://bit.ly/2RKv8Zo
Keras implementation of the renowned publication "DeepFace: Closing the Gap to Human-Level Performance in Face Verification" by Taigman et al. Pre-trained weights on VGGFace2 dataset.
SOTA Google's Perceiver-AR Music Transformer Implementation and Model
Super-Efficient RLHF Training of LLMs with Parameter Reallocation
Execution framework for multi-task model parallelism. Enables the training of arbitrarily large models with a single GPU, with linear speedups for multi-gpu multi-task execution.
[DEPRECEATED] Multi-Instrumental Music Transformer trained on 12GB/400k MIDIs
[DEPRECEATED] Piano Transformer model trained on 2.6GB of MIDI piano music
Keras implementation of the renowned publication "FaceNet: A Unified Embedding for Face Recognition and Clustering" by Schroff et al.
Crack SWE (ML) / DS MAANG Interviews
Official Code Base for ICLR 2024 paper Enhancing Tail Performance in Extreme Classifiers by Label Variance Reduction
This repository is a code sample to serve Large Language Models (LLM) on a Google Kubernetes Engine (GKE) cluster with GPUs running NVIDIA Triton Inference Server with FasterTransformer backend.
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