Bloom: A 176b-parameter open-access multilingual language model T Le Scao, A Fan, C Akiki, E Pavlick, S Ilić, D Hesslow, R Castagné, ... | 1209 | 2023 |
Gpt3. int8 (): 8-bit matrix multiplication for transformers at scale T Dettmers, M Lewis, Y Belkada, L Zettlemoyer Advances in Neural Information Processing Systems 35, 30318-30332, 2022 | 456 | 2022 |
Zephyr: Direct distillation of lm alignment L Tunstall, E Beeching, N Lambert, N Rajani, K Rasul, Y Belkada, ... arXiv preprint arXiv:2310.16944, 2023 | 158 | 2023 |
Peft: State-of-the-art parameter-efficient fine-tuning methods S Mangrulkar, S Gugger, L Debut, Y Belkada, S Paul, B Bossan Younes Belkada and Sayak Paul," PEFT: State-of-the-art Parameter-Efficient …, 2022 | 74 | 2022 |
Trl: Transformer reinforcement learning L von Werra, Y Belkada, L Tunstall, E Beeching, T Thrush, N Lambert, ... GitHub. Available online at: https://github. com/lvwerra/trl, 2020 | 62 | 2020 |
Petals: Collaborative inference and fine-tuning of large models A Borzunov, D Baranchuk, T Dettmers, M Ryabinin, Y Belkada, ... arXiv preprint arXiv:2209.01188, 2022 | 30 | 2022 |
StarCoder 2 and The Stack v2: The Next Generation A Lozhkov, R Li, LB Allal, F Cassano, J Lamy-Poirier, N Tazi, A Tang, ... arXiv preprint arXiv:2402.19173, 2024 | 17 | 2024 |
Do pedestrians pay attention? eye contact detection in the wild Y Belkada, L Bertoni, R Caristan, T Mordan, A Alahi arXiv preprint arXiv:2112.04212, 2021 | 17 | 2021 |
ClusTi: Clustering method for table structure recognition in scanned images A Zucker, Y Belkada, H Vu, VN Nguyen Mobile Networks and Applications 26 (4), 1765-1776, 2021 | 11 | 2021 |
Distributed Inference and Fine-tuning of Large Language Models Over The Internet A Borzunov, M Ryabinin, A Chumachenko, D Baranchuk, T Dettmers, ... Advances in Neural Information Processing Systems 36, 2024 | 7 | 2024 |
Table structure recognition in scanned images using a clustering method N Van Nguyen, H Vu, A Zucker, Y Belkada, H Van Do, DN Nguyen, ... Industrial Networks and Intelligent Systems: 6th EAI International …, 2020 | 1 | 2020 |
CS-433: EPFL Machine Learning STLM: Steganography in Text using Language Models P Eisenhardt, Y Belkada, M Tropin | | |