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Stas Bekman
stas
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https://stasosphere.com/machine-learning/
StasBekman
stas00
stasbekman
AI & ML interests
Toolmaker. Software creator, optimizer and harmonizer. Makes things work and fly at Snowflake AI Research Training LLM/RAG/Generative AI/Machine Learning/Scalability
Recent Activity
posted
an
update
about 3 hours ago
Good news! Ulysses Sequence Parallelism from the Snowflake AI Research and the Deepspeed teams has been integrated into HuggingFace Trainer, Accelerate and TRL For extensive details please see this writeup: https://huggingface.co/blog/ulysses-sp Thanks a lot to Kashif Rasul for helping make it happen. Also the others in the HF team who helped with integration.
published
an
article
2 days ago
Ulysses Sequence Parallelism: Training with Million-Token Contexts
authored
a paper
about 1 month ago
Arctic Long Sequence Training: Scalable And Efficient Training For Multi-Million Token Sequences
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stas
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stas/ml-engineering-book
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Jan 23
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26
stas/tiny-random-llama-2
Text Generation
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104k
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Nov 14, 2023
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3.93k
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41
stas/tiny-m2m_100
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Apr 29, 2022
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stas/tr8b-104B-debug3
Updated
Nov 29, 2021
stas/pegasus-cnn_dailymail-tiny-random
Updated
Jul 1, 2021
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761
stas/mt5-tiny-random
Updated
Jun 23, 2021
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116
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2
stas/tiny-wmt19-en-de
Updated
May 3, 2021
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105k
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1
stas/tiny-wmt19-en-ru
Updated
May 3, 2021
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301
stas/t5-very-small-random
Updated
Apr 21, 2021
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