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deep-learning-containers icon deep-learning-containers

AWS Deep Learning Containers (DLCs) are a set of Docker images for training and serving models in TensorFlow, TensorFlow 2, PyTorch, and MXNet.

deepspeed icon deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

djl icon djl

An Engine-Agnostic Deep Learning Framework in Java

ficto icon ficto

Ficto is a Python package that allows you to effortlessly generate realistic dummy data in CSV or JSON format.

foundation-model-benchmarking-tool icon foundation-model-benchmarking-tool

Foundation model benchmarking tool. Run any model on Amazon SageMaker and benchmark for performance across instance type and serving stack options.

llama-recipes icon llama-recipes

Scripts for fine-tuning Llama2 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization & question answering. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment.Demo apps to showcase Llama2 for WhatsApp & Messenger

pgroup icon pgroup

No orphaned child processes left around anymore after running your script! (Source released under MIT license.)

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