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authorId(s): 3239480
Author(s): Tim Dettmers
scorecitationCountPaperAuthorsyearMore like thisCompare & ContrastProNE-sSciNCLSpecterGNN
2309
Convolutional 2D Knowledge Graph Embeddings
Tim Dettmers, Pasquale Minervini, ..., Sebastian Riedel
2017
2023
BLOOM: A 176B-Parameter Open-Access Multilingual Language Model
Teven Le Scao, Angela Fan, ..., Thomas Wolf
2022
1652
QLoRA: Efficient Finetuning of Quantized LLMs
Tim Dettmers, Artidoro Pagnoni, ..., Luke Zettlemoyer
2023
522
LLM.int8(): 8-bit Matrix Multiplication for Transformers at Scale
Tim Dettmers, M. Lewis, ..., Luke Zettlemoyer
2022
318
Sparse Networks from Scratch: Faster Training without Losing Performance
Tim Dettmers, Luke Zettlemoyer
2019
253
GPT3.int8(): 8-bit Matrix Multiplication for Transformers at Scale
Tim Dettmers, M. Lewis, ..., Luke Zettlemoyer
2022
231
BASE Layers: Simplifying Training of Large, Sparse Models
M. Lewis, Shruti Bhosale, ..., Luke Zettlemoyer
2021
205
8-bit Optimizers via Block-wise Quantization
Tim Dettmers, M. Lewis, ..., Luke Zettlemoyer
2021
168
The case for 4-bit precision: k-bit Inference Scaling Laws
Tim Dettmers, Luke Zettlemoyer
2022
166
8-Bit Approximations for Parallelism in Deep Learning
Tim Dettmers
2015

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