Mitchell Wortsman
- Papers
- 12
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Authored papers
12OLMo: Accelerating the Science of Language Models
arXiv 2024
Language models scale reliably with over-training and on downstream tasks
arXiv 2024
Resolving Discrepancies in Compute-Optimal Scaling of Language Models
arXiv 2024
Stable and low-precision training for large-scale vision-language models
NeurIPS 2023 11
DataComp: In search of the next generation of multimodal datasets
NeurIPS 2023 11
OpenFlamingo: An Open-Source Framework for Training Large Autoregressive Vision-Language Models
arXiv 2023
Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time
arXiv 2022
CoWs on Pasture: Baselines and Benchmarks for Language-Driven Zero-Shot Object Navigation
CVPR 2023 1
Editing Models with Task Arithmetic
arXiv 2022
Quality Not Quantity: On the Interaction between Dataset Design and Robustness of CLIP
arXiv 2022
Reproducible scaling laws for contrastive language-image learning
CVPR 2023 1
Robust fine-tuning of zero-shot models
robust-fine-tuning-of-zero-shot-models-1
Affiliations
Frequent co-authors
10from 12 papers
Ludwig Schmidt
professor
Gabriel Ilharco
Ali Farhadi
CEO
Jenia Jitsev
Hannaneh Hajishirzi
professor
Samir Yitzhak Gadre
Yair Carmon
Pang Wei Koh
Shuran Song
Simon Kornblith