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