Belkada, Younes

LLM.int8(): 8-bit Matrix Multiplication for Transformers at Scale

Dettmers, T., Lewis, M., Belkada, Y., & Zettlemoyer, L. (2022) · arXiv

Advanced Neural Network ApplicationsParallel Computing and Optimization Techniques

Cited by 305

LLM.int8(): 8-Bit Matrix Multiplication for Transformers at Scale

Dettmers, T., Lewis, M., Belkada, Y., & Zettlemoyer, L. (2022) · Advances in Neural Information Processing Systems 35

Advanced Neural Network ApplicationsParallel Computing and Optimization Techniques

Cited by 305

StarCoder 2 and The Stack v2: The Next Generation

Lozhkov, A., Li, R., Allal, L. B., Cassano, F., Lamy-Poirier, J., Tazi, N., Tang, A., Pykhtar, D., Liu, J., Wei, Y., et al. (2024) · arXiv

Software Engineering ResearchTopic Modeling

Cited by 74

Petals: Collaborative Inference and Fine-tuning of Large Models

Borzunov, A., Baranchuk, D., Dettmers, T., Riabinin, M., Belkada, Y., Chumachenko, A., Samygin, P., & Raffel, C. (2023) · Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations)

Topic ModelingNatural Language Processing Techniques

Cited by 52

Distributed Inference and Fine-tuning of Large Language Models Over The Internet

Borzunov, A., Ryabinin, M., Chumachenko, A., Baranchuk, D., Dettmers, T., Belkada, Y., Samygin, P., & Raffel, C. (2023) · arXiv

Topic ModelingPrivacy-Preserving Technologies in Data

Cited by 35

Petals: Collaborative Inference and Fine-tuning of Large Models

Borzunov, A., Baranchuk, D., Dettmers, T., Ryabinin, M., Belkada, Y., Chumachenko, A., Samygin, P., & Raffel, C. (2022) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 6

Falcon Mamba: The First Competitive Attention-free 7B Language Model

Zuo, J., Velikanov, M., Rhaiem, D. E., Chahed, I., Belkada, Y., Kunsch, G., & Hacid, H. (2024) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 3