EPFL Machine Learning and Optimization Laboratory
- 291 followers
- Lausanne, Switzerland
- http://mlo.epfl.ch
Popular repositories
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attention-cnn
attention-cnn PublicSource code for "On the Relationship between Self-Attention and Convolutional Layers"
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OptML_course
OptML_course PublicEPFL Course - Optimization for Machine Learning - CS-439
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landmark-attention
landmark-attention PublicLandmark Attention: Random-Access Infinite Context Length for Transformers
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Repositories
Showing 10 of 55 repositories
- personalized-collaborative-llms Public
Exploration on-device self-supervised collaborative fine-tuning of large language models with limited local data availability, using Low-Rank Adaptation (LoRA). We introduce three distinct trust-weighted gradient aggregation schemes: weight similarity-based, prediction similarity-based and validation performance-based.
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- schedules-and-scaling Public
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- getting-started Public
- llm-baselines Public
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- DenseFormer Public