Pietro Lesci
pietrolesci
AI & ML interests
Parameter- and data-efficient fine-tuning of large language models (keywords: active-learning, data subset selection, meta-learning).
Organizations
Collections
3
Artefacts for the paper "AnchorAL: Computationally Efficient Active Learning for Large and Imbalanced Datasets" (Lesci and Vlachos, 2024)
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AnchorAL: Computationally Efficient Active Learning for Large and Imbalanced Datasets
Paper • 2404.05623 • Published • 3 -
pietrolesci/anchoral-paper-artefacts
Updated • 3 -
pietrolesci/amazoncat-13k
Viewer • Updated • 5.99M • 17 • 1 -
pietrolesci/wikitoxic
Viewer • Updated • 894k • 15 • 1
spaces
1
models
13
![](https://cdn-avatars.huggingface.co/v1/production/uploads/61927a5329a3ab51aa2417c5/0BL0-SdpodzNfcn4Ci4VB.png)
pietrolesci/bert-civilcomments-gradtracking
Updated
![](https://cdn-avatars.huggingface.co/v1/production/uploads/61927a5329a3ab51aa2417c5/0BL0-SdpodzNfcn4Ci4VB.png)
pietrolesci/roberta-base_mnli_b9799b8f9b
Updated
![](https://cdn-avatars.huggingface.co/v1/production/uploads/61927a5329a3ab51aa2417c5/0BL0-SdpodzNfcn4Ci4VB.png)
pietrolesci/bert-base-uncased_mnli_53fb0761e0
Updated
![](https://cdn-avatars.huggingface.co/v1/production/uploads/61927a5329a3ab51aa2417c5/0BL0-SdpodzNfcn4Ci4VB.png)
pietrolesci/bert-tiny_mnli_cdc7ea0d50
Updated
![](https://cdn-avatars.huggingface.co/v1/production/uploads/61927a5329a3ab51aa2417c5/0BL0-SdpodzNfcn4Ci4VB.png)
pietrolesci/pythia-14m_2024-01-17T00-07-52
Updated
![](https://cdn-avatars.huggingface.co/v1/production/uploads/61927a5329a3ab51aa2417c5/0BL0-SdpodzNfcn4Ci4VB.png)
pietrolesci/gpt2_wikitext-103-raw-v1_L2-H4-E256-C256
Updated
![](https://cdn-avatars.huggingface.co/v1/production/uploads/61927a5329a3ab51aa2417c5/0BL0-SdpodzNfcn4Ci4VB.png)
pietrolesci/gpt2_wikitext-2-raw-v1_L2-H4-E256-C256
Updated
![](https://cdn-avatars.huggingface.co/v1/production/uploads/61927a5329a3ab51aa2417c5/0BL0-SdpodzNfcn4Ci4VB.png)
pietrolesci/gpt2-minipile
Updated
![](https://cdn-avatars.huggingface.co/v1/production/uploads/61927a5329a3ab51aa2417c5/0BL0-SdpodzNfcn4Ci4VB.png)
pietrolesci/t5v1_1-large-mnli
Text2Text Generation
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Updated
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2
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1
![](https://cdn-avatars.huggingface.co/v1/production/uploads/61927a5329a3ab51aa2417c5/0BL0-SdpodzNfcn4Ci4VB.png)
pietrolesci/bart-base-mnli
Text2Text Generation
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Updated
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2
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1
datasets
41
pietrolesci/celeba-wilds
Viewer
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Updated
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203k
pietrolesci/civilcomments-wilds
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Updated
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893k
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4
pietrolesci/mnli-stats
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Updated
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785k
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5
pietrolesci/pythia-deduped-stats
Viewer
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Updated
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114k
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3
pietrolesci/anchoral-paper-artefacts
Updated
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3
pietrolesci/mnli-embeddings
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785k
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5
pietrolesci/_mnli-stats
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15.7M
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5
pietrolesci/pile-deduped-subset
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Updated
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16.3k
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2
pietrolesci/wikitext-103-raw-v1_gpt2-20k
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Updated
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8.01M
pietrolesci/minipile
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Updated
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2.51M
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1