SLoPe: Double-Pruned Sparse Plus Lazy Low-Rank Adapter Pretraining of LLMs. Mozaffari, M., Yazdanbakhsh, A., Zhang, Z., & Dehnavi, M. M. In The Thirteenth International Conference on Learning Representations, ICLR 2025, Singapore, April 24-28, 2025, 2025. OpenReview.net.
Paper bibtex 1 download @inproceedings{DBLP:conf/iclr/MozaffariYZD25,
author = {Mohammad Mozaffari and
Amir Yazdanbakhsh and
Zhao Zhang and
Maryam Mehri Dehnavi},
title = {SLoPe: Double-Pruned Sparse Plus Lazy Low-Rank Adapter Pretraining
of LLMs},
booktitle = {The Thirteenth International Conference on Learning Representations,
{ICLR} 2025, Singapore, April 24-28, 2025},
publisher = {OpenReview.net},
year = {2025},
url = {https://openreview.net/forum?id=lqHv6dxBkj},
timestamp = {Thu, 15 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/MozaffariYZD25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
Downloads: 1
{"_id":"nJFuGzTJWMGNhwLFx","bibbaseid":"mozaffari-yazdanbakhsh-zhang-dehnavi-slopedoubleprunedsparsepluslazylowrankadapterpretrainingofllms-2025","author_short":["Mozaffari, M.","Yazdanbakhsh, A.","Zhang, Z.","Dehnavi, M. M."],"bibdata":{"bibtype":"inproceedings","type":"inproceedings","author":[{"firstnames":["Mohammad"],"propositions":[],"lastnames":["Mozaffari"],"suffixes":[]},{"firstnames":["Amir"],"propositions":[],"lastnames":["Yazdanbakhsh"],"suffixes":[]},{"firstnames":["Zhao"],"propositions":[],"lastnames":["Zhang"],"suffixes":[]},{"firstnames":["Maryam","Mehri"],"propositions":[],"lastnames":["Dehnavi"],"suffixes":[]}],"title":"SLoPe: Double-Pruned Sparse Plus Lazy Low-Rank Adapter Pretraining of LLMs","booktitle":"The Thirteenth International Conference on Learning Representations, ICLR 2025, Singapore, April 24-28, 2025","publisher":"OpenReview.net","year":"2025","url":"https://openreview.net/forum?id=lqHv6dxBkj","timestamp":"Thu, 15 May 2025 01:00:00 +0200","biburl":"https://dblp.org/rec/conf/iclr/MozaffariYZD25.bib","bibsource":"dblp computer science bibliography, https://dblp.org","bibtex":"@inproceedings{DBLP:conf/iclr/MozaffariYZD25,\n author = {Mohammad Mozaffari and\n Amir Yazdanbakhsh and\n Zhao Zhang and\n Maryam Mehri Dehnavi},\n title = {SLoPe: Double-Pruned Sparse Plus Lazy Low-Rank Adapter Pretraining\n of LLMs},\n booktitle = {The Thirteenth International Conference on Learning Representations,\n {ICLR} 2025, Singapore, April 24-28, 2025},\n publisher = {OpenReview.net},\n year = {2025},\n url = {https://openreview.net/forum?id=lqHv6dxBkj},\n timestamp = {Thu, 15 May 2025 01:00:00 +0200},\n biburl = {https://dblp.org/rec/conf/iclr/MozaffariYZD25.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n","author_short":["Mozaffari, M.","Yazdanbakhsh, A.","Zhang, Z.","Dehnavi, M. M."],"key":"DBLP:conf/iclr/MozaffariYZD25","id":"DBLP:conf/iclr/MozaffariYZD25","bibbaseid":"mozaffari-yazdanbakhsh-zhang-dehnavi-slopedoubleprunedsparsepluslazylowrankadapterpretrainingofllms-2025","role":"author","urls":{"Paper":"https://openreview.net/forum?id=lqHv6dxBkj"},"metadata":{"authorlinks":{}},"downloads":1},"bibtype":"inproceedings","biburl":"https://dblp.org/pers/hb1/d/Dehnavi:Maryam_Mehri.bib","dataSources":["o9NQnSjJdq5w765mL"],"keywords":[],"search_terms":["slope","double","pruned","sparse","plus","lazy","low","rank","adapter","pretraining","llms","mozaffari","yazdanbakhsh","zhang","dehnavi"],"title":"SLoPe: Double-Pruned Sparse Plus Lazy Low-Rank Adapter Pretraining of LLMs","year":2025,"downloads":1}