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Carnegie Mellon University
- Pittsburgh
- http:https://jasony.me
- @1a1a11a
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Minimalistic large language model 3D-parallelism training
llama3 implementation one matrix multiplication at a time
The repository provides code for running inference with the Meta Segment Anything Model 2 (SAM 2), links for downloading the trained model checkpoints, and example notebooks that show how to use th…
grep for words with similar meaning to the query
A simple, high-throughput file client for mounting an Amazon S3 bucket as a local file system.
Implementation of a new caching algo called SIEVE. Link to paper included in README
Retrieval and Retrieval-augmented LLMs
A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.
Speed up fsspec data access with Alluxio distributed caching.
Decentralized deep learning in PyTorch. Built to train models on thousands of volunteers across the world.
A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems
Major CS conference publication stats (including accepted and submitted) by year.
A tool for measuring energy consumption of Intel CPUs
The hub for EleutherAI's work on interpretability and learning dynamics
Official implementation of "Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling"
Send email in Python conveniently for gmail using yagmail
A dump of some of our Presto logs, for use as part of ongoing Presto/HDFS research and presentations.
Disaggregated serving system for Large Language Models (LLMs).
Llama2 transformer walkthrough with code examples