Skywork-Math's Reasoning, Video Diffusion Model Innovations, Multimodal Learning, Q-GaLore's Memory Efficiency, MAVIS: Visual Math Instruction

15/07/2024 12 min Episodio 62
Skywork-Math's Reasoning, Video Diffusion Model Innovations, Multimodal Learning, Q-GaLore's Memory Efficiency, MAVIS: Visual Math Instruction

Listen "Skywork-Math's Reasoning, Video Diffusion Model Innovations, Multimodal Learning, Q-GaLore's Memory Efficiency, MAVIS: Visual Math Instruction"

Episode Synopsis


Skywork-Math: Data Scaling Laws for Mathematical Reasoning in Large
Language Models -- The Story Goes On

Video Diffusion Alignment via Reward Gradients

Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning
Instruction Using Language Model

Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive
Low-Rank Gradients

MAVIS: Mathematical Visual Instruction Tuning

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