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Awan, Ammar Ahmad
15
results:
OpenAccess-fulltext X
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?
1
DeepSpeed-FastGen: High-throughput Text Generation for LLMs..:
Holmes, Connor
;
Tanaka, Masahiro
;
Wyatt, Michael
...
http://arxiv.org/abs/2401.08671. , 2024
Link:
http://arxiv.org/abs/240..
?
2
MCR-DL: Mix-and-Match Communication Runtime for Deep Learni..:
Anthony, Quentin
;
Awan, Ammar Ahmad
;
Rasley, Jeff
...
http://arxiv.org/abs/2303.08374. , 2023
Link:
http://arxiv.org/abs/230..
?
3
DeepSpeed4Science Initiative: Enabling Large-Scale Scientif..:
Song, Shuaiwen Leon
;
Kruft, Bonnie
;
Zhang, Minjia
...
http://arxiv.org/abs/2310.04610. , 2023
Link:
http://arxiv.org/abs/231..
?
4
A Hybrid Tensor-Expert-Data Parallelism Approach to Optimiz..:
Singh, Siddharth
;
Ruwase, Olatunji
;
Awan, Ammar Ahmad
...
http://arxiv.org/abs/2303.06318. , 2023
Link:
http://arxiv.org/abs/230..
?
5
DeepSpeed-VisualChat: Multi-Round Multi-Image Interleave Ch..:
Yao, Zhewei
;
Wu, Xiaoxia
;
Li, Conglong
...
http://arxiv.org/abs/2309.14327. , 2023
Link:
http://arxiv.org/abs/230..
?
6
DeepSpeed-Chat: Easy, Fast and Affordable RLHF Training of ..:
Yao, Zhewei
;
Aminabadi, Reza Yazdani
;
Ruwase, Olatunji
...
http://arxiv.org/abs/2308.01320. , 2023
Link:
http://arxiv.org/abs/230..
?
7
DeepSpeed Inference: Enabling Efficient Inference of Transf..:
Aminabadi, Reza Yazdani
;
Rajbhandari, Samyam
;
Zhang, Minjia
...
http://arxiv.org/abs/2207.00032. , 2022
Link:
http://arxiv.org/abs/220..
?
8
DeepSpeed-MoE: Advancing Mixture-of-Experts Inference and T..:
Rajbhandari, Samyam
;
Li, Conglong
;
Yao, Zhewei
...
http://arxiv.org/abs/2201.05596. , 2022
Link:
http://arxiv.org/abs/220..
?
9
1-bit Adam: Communication Efficient Large-Scale Training wi..:
Tang, Hanlin
;
Gan, Shaoduo
;
Awan, Ammar Ahmad
...
http://arxiv.org/abs/2102.02888. , 2021
Link:
http://arxiv.org/abs/210..
?
10
1-bit LAMB: Communication Efficient Large-Scale Large-Batch..:
Li, Conglong
;
Awan, Ammar Ahmad
;
Tang, Hanlin
..
http://arxiv.org/abs/2104.06069. , 2021
Link:
http://arxiv.org/abs/210..
?
11
Scalable and Efficient MoE Training for Multitask Multiling..:
Kim, Young Jin
;
Awan, Ammar Ahmad
;
Muzio, Alexandre
...
http://arxiv.org/abs/2109.10465. , 2021
Link:
http://arxiv.org/abs/210..
?
12
HyPar-Flow: Exploiting MPI and Keras for Scalable Hybrid-Pa..:
Awan, Ammar Ahmad
;
Jain, Arpan
;
Anthony, Quentin
..
http://arxiv.org/abs/1911.05146. , 2019
Link:
http://arxiv.org/abs/191..
?
13
Scalable Distributed DNN Training using TensorFlow and CUDA..:
Awan, Ammar Ahmad
;
Bedorf, Jeroen
;
Chu, Ching-Hsiang
..
http://arxiv.org/abs/1810.11112. , 2018
Link:
http://arxiv.org/abs/181..
?
14
Optimized Broadcast for Deep Learning Workloads on Dense-GP..:
Awan, Ammar Ahmad
;
Chu, Ching-Hsiang
;
Subramoni, Hari
.
http://arxiv.org/abs/1707.09414. , 2017
Link:
http://arxiv.org/abs/170..
?
15
1-bit LAMB: Communication Efficient Large-Scale Large-Batch..:
Conglong Li
;
Ammar Ahmad Awan
;
Hanlin Tang
..
doi:10.5281/zenodo.6629249. , 2022
Link:
https://zenodo.org/recor..
1-15