Omer Haim's starred repositories
supervision
We write your reusable computer vision tools. 💜
matterbridge
bridge between mattermost, IRC, gitter, xmpp, slack, discord, telegram, rocketchat, twitch, ssh-chat, zulip, whatsapp, keybase, matrix, microsoft teams, nextcloud, mumble, vk and more with REST API (mattermost not required!)
FasterTransformer
Transformer related optimization, including BERT, GPT
k8s-device-plugin
NVIDIA device plugin for Kubernetes
alpaca_eval
An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.
amazon-bedrock-workshop
This is a workshop designed for Amazon Bedrock a foundational model service.
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.
rag-using-langchain-amazon-bedrock-and-opensearch
RAG with langchain using Amazon Bedrock and Amazon OpenSearch
deep-learning-models
Natural language processing & computer vision models optimized for AWS
awsome-distributed-training
Collection of best practices, reference architectures, model training examples and utilities to train large models on AWS.
ec2-spot-interruption-dashboard
This is a sample solution for logging EC2 Spot Instance Interruptions, storing them in CloudWatch and S3, and visualizing them with a CloudWatch Dashboard and Amazon Athena.
aws-efa-nccl-baseami-pipeline
EFA/NCCL base AMI build Packer and CodeBuild/Pipeline files. Also base Docker build files to enable EFA/NCCL in containers
knowledge-augmented-LLMs
Context is Key: Combining Embedding-based Retrieval with LLMs for Comprehensive Knowledge Enrichment
accelerate-aws-sagemaker
Examples showcasing AWS SageMaker integration of 🤗 Accelerate. Just give the `accelerate config` and do `accelerate launch` 🚀. As simple as that!