Owner
mlfoundations
19 indexed repositories · View on GitHub
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open_clip
An open source implementation of CLIP.
Python · 14153 stars
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open_flamingo
An open-source framework for training large multimodal models.
Python · 4113 stars
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dclm
DataComp for Language Models
HTML · 1472 stars
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MINT-1T
🍃 MINT-1T: A one trillion token multimodal interleaved dataset.
834 stars
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datacomp
DataComp: In search of the next generation of multimodal datasets
Python · 792 stars
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wise-ft
Robust fine-tuning of zero-shot models
Python · 766 stars
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evalchemy
Automatic evals for LLMs
HTML · 610 stars
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task_vectors
Editing Models with Task Arithmetic
Python · 554 stars
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open_lm
A repository for research on medium sized language models.
Python · 536 stars
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model-soups
Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time
Python · 522 stars
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open-diffusion
Simple large-scale training of stable diffusion with multi-node support.
Python · 133 stars
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scaling
Language models scale reliably with over-training and on downstream tasks
Jupyter Notebook · 104 stars
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patching
Patching open-vocabulary models by interpolating weights
Python · 91 stars
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tableshift
A benchmark for distribution shift in tabular data
Python · 75 stars
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rtfm
Research on Tabular Foundation Models
Python · 71 stars
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63 stars
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Python · 28 stars
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Jupyter Notebook · 8 stars
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webdataset-resharder
Efficiently process webdatasets
Python · 4 stars
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Difficulty 3/5 1-2 days Newbie friendliness 45/100
mlfoundations/model-soups#19 ·
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Difficulty 3/5 1-2 days Newbie friendliness 35/100
mlfoundations/open_clip#1211 ·
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Difficulty 2/5 1-3 hours Newbie friendliness 45/100
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Difficulty 4/5 3-5 days Newbie friendliness 45/100
mlfoundations/open_clip#1205 · 1 comment ·
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Difficulty 2/5 1-3 hours Newbie friendliness 48/100
mlfoundations/evalchemy#161 ·
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Difficulty 4/5 3-5 days Newbie friendliness 35/100
mlfoundations/dcvlm#4 · 4 comments ·
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Difficulty 5/5 Over a week Newbie friendliness 35/100
mlfoundations/datacomp#97 ·
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Difficulty 4/5 3-5 days Newbie friendliness 35/100
mlfoundations/open_clip#1201 · 5 comments ·
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Difficulty 5/5 Over a week Newbie friendliness 15/100
mlfoundations/dcvlm#2 · 11 comments · 2 reactions ·
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Difficulty 5/5 Over a week Newbie friendliness 20/100
mlfoundations/open_clip#1191 · 1 comment ·
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Difficulty 4/5 3-5 days Newbie friendliness 30/100
mlfoundations/dclm#120 ·
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Difficulty 4/5 3-5 days Newbie friendliness 25/100
mlfoundations/dclm#119 ·
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Difficulty 2/5 1-3 hours Newbie friendliness 45/100
mlfoundations/evalchemy#155 · 2 comments ·
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Difficulty 3/5 1-2 days Newbie friendliness 25/100
mlfoundations/dclm#118 ·
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Difficulty 4/5 3-5 days Newbie friendliness 45/100
mlfoundations/evalchemy#152 ·
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Difficulty 2/5 1-3 hours Newbie friendliness 50/100
mlfoundations/evalchemy#149 ·
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Difficulty 4/5 3-5 days Newbie friendliness 30/100
mlfoundations/evalchemy#147 ·
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Difficulty 1/5 Under an hour Newbie friendliness 55/100
mlfoundations/dclm#117 ·
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Difficulty 5/5 Over a week Newbie friendliness 25/100
mlfoundations/patching#5 · 2 comments ·
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Difficulty 2/5 1-3 hours Newbie friendliness 58/100
mlfoundations/evalchemy#145 ·
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Difficulty 4/5 3-5 days Newbie friendliness 20/100
mlfoundations/evalchemy#144 ·
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Difficulty 3/5 1-2 days Newbie friendliness 42/100
mlfoundations/evalchemy#143 ·
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Difficulty 3/5 1-2 days Newbie friendliness 35/100
mlfoundations/evalchemy#142 ·
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Difficulty 5/5 Over a week Newbie friendliness 25/100
mlfoundations/evalchemy#141 ·
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Support for SWEBench Open
Difficulty 5/5 Over a week Newbie friendliness 20/100
mlfoundations/evalchemy#140 · 1 comment ·
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Difficulty 3/5 1-2 days Newbie friendliness 35/100
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Difficulty 3/5 1-2 days Newbie friendliness 35/100
mlfoundations/evalchemy#139 · 1 comment · 1 reaction ·
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Difficulty 3/5 1-2 days Newbie friendliness 35/100
mlfoundations/dclm#114 · 2 comments ·
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Difficulty 1/5 Under an hour Newbie friendliness 30/100
mlfoundations/open_lm#308 ·
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Difficulty 3/5 1-2 days Newbie friendliness 35/100
mlfoundations/task_vectors#23 · 1 comment ·
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Difficulty 5/5 Over a week Newbie friendliness 20/100
mlfoundations/evalchemy#132 ·
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ViT download Open
Difficulty 2/5 1-3 hours Newbie friendliness 35/100
mlfoundations/wise-ft#29 ·
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Difficulty 3/5 1-2 days Newbie friendliness 35/100
mlfoundations/evalchemy#129 · 1 reaction ·
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every bug Open
Difficulty 4/5 3-5 days Newbie friendliness 10/100
mlfoundations/tableshift#18 ·
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Difficulty 5/5 Over a week Newbie friendliness 15/100
mlfoundations/datacomp#95 ·
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Difficulty 5/5 Over a week Newbie friendliness 15/100
mlfoundations/tableshift#17 ·
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Difficulty 4/5 3-5 days Newbie friendliness 25/100
mlfoundations/open_lm#307 ·
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bug
Difficulty 4/5 3-5 days Newbie friendliness 25/100
mlfoundations/open_flamingo#308 ·
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Difficulty 4/5 3-5 days Newbie friendliness 25/100
mlfoundations/task_vectors#22 · 3 reactions ·
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Difficulty 5/5 Over a week Newbie friendliness 20/100
mlfoundations/evalchemy#105 · 1 comment ·
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Difficulty 4/5 3-5 days Newbie friendliness 35/100
mlfoundations/rtfm#21 ·
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Difficulty 4/5 3-5 days Newbie friendliness 25/100
mlfoundations/dclm#112 ·
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Difficulty 3/5 1-2 days Newbie friendliness 35/100
mlfoundations/evalchemy#99 · 2 comments · 4 reactions ·
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Difficulty 4/5 3-5 days Newbie friendliness 38/100
mlfoundations/evalchemy#96 · 2 comments ·
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Difficulty 3/5 1-2 days Newbie friendliness 35/100
mlfoundations/evalchemy#89 ·
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Difficulty 2/5 1-3 hours Newbie friendliness 30/100
mlfoundations/evalchemy#84 · 4 comments ·
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Resume download Open
Difficulty 4/5 3-5 days Newbie friendliness 25/100
mlfoundations/datacomp#93 ·
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Difficulty 3/5 1-2 days Newbie friendliness 35/100
mlfoundations/rtfm#20 ·
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Difficulty 4/5 3-5 days Newbie friendliness 25/100
mlfoundations/datacomp#92 ·
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400M Model Weights Open
Difficulty 5/5 Over a week Newbie friendliness 15/100
mlfoundations/dclm#105 ·
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