Lianmin Zheng (merrymercy)

merrymercy

Geek Repo

Company:UC Berkeley

Location:Berkeley, CA

Home Page:http://lmzheng.net

Github PK Tool:Github PK Tool


Organizations
alpa-projects
apache
dmlc
lm-sys
ucbrise

Lianmin Zheng's repositories

awesome-tensor-compilers

A list of awesome compiler projects and papers for tensor computation and deep learning.

NALU

Implementation of Neural Arithmetic Logic Units (https://arxiv.org/pdf/1808.00508.pdf)

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tvm

End to end Tensor IR/DSL stack for deploying deep learning workloads to hardwares

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Wolf-Killer

Werewolf, a board game

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chain-of-thought-hub

Benchmarking large language models' complex reasoning ability with chain-of-thought prompting

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Halide

a language for fast, portable data-parallel computation

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instruct-eval

This repository contains code to quantitatively evaluate instruction-tuned models such as Alpaca and Flan-T5 on held-out tasks.

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dmlc-core

A common bricks library for building scalable and portable distributed machine learning.

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dtr-prototype

Dynamic Tensor Rematerialization prototype (modified PyTorch) and simulator. Paper: https://arxiv.org/abs/2006.09616

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FlexFlow

A distributed deep learning framework that supports flexible parallelization strategies.

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HalideIR

Symbolic Expression and Statement Module for new DSLs

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pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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tensorflow

An Open Source Machine Learning Framework for Everyone

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transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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alpa

Training and serving large-scale neural networks

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atlas

A Framework for Model-Backed Generators. Backend for AutoPandas (https://autopandas.io)

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blpa

Backprop with Low-Precision Activations

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dspy

Stanford DSPy: The framework for programming—not prompting—foundation models

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gnark-crypto

gnark-crypto provides elliptic curve and pairing-based cryptography on BN, BLS12, BLS24 and BW6 curves. It also provides various algorithms (algebra, crypto) of particular interest to zero knowledge proof systems.

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jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

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Megatron-DeepSpeed

Ongoing research training transformer language models at scale, including: BERT & GPT-2

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merrymercy

Config files for my GitHub profile.

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merrymercy.github.io

personal website

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mesh

Mesh TensorFlow: Model Parallelism Made Easier

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MONeT

MONeT framework for reducing memory consumption of DNN training

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nums

A numerical computing library for python that scales.

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r1cs-tutorial

Tutorial for writing constraints in the `arkworks` framework

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ray-scalable-ml-design

Some microbenchmarks and design docs before commencement

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torch-int

This repository contains integer operators on GPUs for PyTorch.

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