Yigal Korman (ykorman)

ykorman

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Yigal Korman's starred repositories

ml-depth-pro

Depth Pro: Sharp Monocular Metric Depth in Less Than a Second.

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zipnn

A Lossless Compression Library for AI pipelines

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tensorizer

Module, Model, and Tensor Serialization/Deserialization

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techmap

Israeli tech companies map

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RAG_Techniques

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and contextually rich responses.

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tau

Open source distributed Platform as a Service (PaaS). A self-hosted Vercel / Netlify / Cloudflare alternative.

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chitchat

Cluster membership protocol with failure detection inspired by Cassandra and DynamoDB

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unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

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OpenRA

Open Source real-time strategy game engine for early Westwood games such as Command & Conquer: Red Alert written in C# using SDL and OpenGL. Runs on Windows, Linux, *BSD and Mac OS X.

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llama-recipes

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

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hebrew_whisper

Hebrew whisper powerful transcription and translation tool

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LLocalSearch

LLocalSearch is a completely locally running search aggregator using LLM Agents. The user can ask a question and the system will use a chain of LLMs to find the answer. The user can see the progress of the agents and the final answer. No OpenAI or Google API keys are needed.

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llamafile

Distribute and run LLMs with a single file.

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monolith

⬛️ CLI tool for saving complete web pages as a single HTML file

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highway

Performance-portable, length-agnostic SIMD with runtime dispatch

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gemma.cpp

lightweight, standalone C++ inference engine for Google's Gemma models.

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crucible

A storage service.

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StableCascade

Official Code for Stable Cascade

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orbit

C/C++ Performance Profiler

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knowhere

Knowhere is an open-source vector search engine, integrating FAISS, HNSW, etc.

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ps-lite

A lightweight parameter server interface

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scx

sched_ext schedulers and tools

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generative_agents

Generative Agents: Interactive Simulacra of Human Behavior

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gitui

Blazing 💥 fast terminal-ui for git written in rust 🦀

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tcpshm

A connection-oriented persistent message queue framework based on TCP or SHM(shared memory)

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qemu-user-static

:earth_africa: `/usr/bin/qemu-*-static`

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skopeo

Work with remote images registries - retrieving information, images, signing content

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IJCAI2023-OptimalShardedDataParallel

[IJCAI2023] An automated parallel training system that combines the advantages from both data and model parallelism. If you have any interests, please visit/star/fork https://github.com/Youhe-Jiang/OptimalShardedDataParallel

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nsync

nsync is a C library that exports various synchronization primitives, such as mutexes

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OpenSearch

🔎 Open source distributed and RESTful search engine.

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