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Mix Data or Merge Models? Optimizing for Diverse Multi-Task Learning
multilingual
Safety
Supervised Learning
Language
Human Feedback
Efficiency
Scholars
multilingual
Safety
Supervised Learning
Language
Human Feedback
Efficiency
Scholars
How Does Quantization Affect Multilingual LLMs?
multilingual
Quantization
Supervised Learning
Language
multilingual
Quantization
Supervised Learning
Language
LLM See, LLM Do: Guiding Data Generation to Target Non-Differentiable Objectives
Generative Models
Language
Tooling
Interpretability
Transformers
Supervised Learning
Open Source
Scholars
Generative Models
Language
Tooling
Interpretability
Transformers
Supervised Learning
Open Source
Scholars
The Multilingual Alignment Prism: Aligning Global and Local Preferences to Reduce Harm
multilingual
Safety
Supervised Learning
Language
Human Feedback
Scholars
multilingual
Safety
Supervised Learning
Language
Human Feedback
Scholars
On the Fairness Impacts of Hardware Selection in Machine Learning
Hardware
Responsible AI
Tooling
Supervised Learning
Hardware
Responsible AI
Tooling
Supervised Learning
Prioritized Training on Points that are Learnable, Worth Learning, and Not Yet Learnt
Transformers
Representation Learning
Supervised Learning
Unsupervised Learning
Transformers
Representation Learning
Supervised Learning
Unsupervised Learning