mlfoundations

mlfoundations

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Home Page:https://people.csail.mit.edu/ludwigs/

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mlfoundations's repositories

open_clip

An open source implementation of CLIP.

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open_flamingo

An open-source framework for training large multimodal models.

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wise-ft

Robust fine-tuning of zero-shot models

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datacomp

DataComp: In search of the next generation of multimodal datasets

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model-soups

Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time

task_vectors

Editing Models with Task Arithmetic

open_lm

A repository for research on medium sized language models.

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open-diffusion

Simple large-scale training of stable diffusion with multi-node support.

patching

Patching open-vocabulary models by interpolating weights

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imagenet-captions

Release of ImageNet-Captions

scaling

Language models scale reliably with over-training and on downstream tasks

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tableshift

A benchmark for distribution shift in tabular data

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webdataset-resharder

Efficiently process webdatasets

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llm-foundry

LLM training code for MosaicML foundation models

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