David Hall (dlwh)

dlwh

Geek Repo

Company:@stanford-crfm

Location:Berkeley, CA

Home Page:https://dlwh.org/

Twitter:@dlwh

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Organizations
scalanlp
stanford-crfm

David Hall's repositories

jax_sourceror

Turn jitted jax functions back into python source code

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draccus

Configuration with Dataclasses+YAML+Argparse. Fork of Pyrallis

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levanter-midi

Experiments with Jax and TPUs for Foundation Models - modified tokens for lakh

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sbt-breeze-expand-codegen

sbt plugin for doing Breeze's codegen as an explicit source generation step.

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xla

A machine learning compiler for GPUs, CPUs, and ML accelerators

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azure-storage-cpp

Microsoft Azure Storage Client Library for C++

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dotty

The Scala 3 compiler, also known as Dotty.

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equinox

Elegant easy-to-use neural networks in JAX. https://docs.kidger.site/equinox/

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fairscale

PyTorch extensions for high performance and large scale training.

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filesystem_spec

A specification that python filesystems should adhere to.

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fsspec-debug

Debugging question for interviews

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hfseqio

Extensions for Google's SeqIO library to make it play nice with Huggingface's ecosystem

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html2text

Convert HTML to Markdown-formatted text.

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jax

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

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jcuda-maven

Mavenized and jniloaderized JCuda (0.5.5)

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lm-evaluation-harness

A framework for few-shot evaluation of language models.

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mlir-sys

Rust bindings to the MLIR C API.

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onnx-mlir

Representation and Reference Lowering of ONNX Models in MLIR Compiler Infrastructure

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PyTreeClass

Visualize, create, and operate on JAX PyTree in the most intuitive way possible.

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quinine

A library to create and manage configuration files, especially for machine learning projects.

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seqio

Task-based datasets, preprocessing, and evaluation for sequence models.

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SimpleParsing

Simple, Elegant, Typed Argument Parsing with argparse

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tesseract

Collection of Singularity Definition Files and .sif Images for Reproducibility.

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text-to-text-transfer-transformer

Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"

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trafilatura

Python & command-line tool to gather text on the Web: web crawling/scraping, extraction of text, metadata, comments

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transformers

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

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yahp

hyperparameter management

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