Podcast Episodes

Small Models Struggle to Learn from Strong Reasoners

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Episode 587

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🤗 Upvotes: 17 | cs.AI

Authors:
Yuetai Li, Xiang Yue, Zhangchen Xu, Fengqing Jiang, Luyao Niu, Bill Yuchen Lin, Bhaskar Ramasubramanian, Radha Poovendran

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Published on 10 months ago

Autellix: An Efficient Serving Engine for LLM Agents as General Programs

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Episode 586

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🤗 Upvotes: 15 | cs.LG, cs.AI, cs.DC

Authors:
Michael Luo, Xiaoxiang Shi, Colin Cai, Tianjun Zhang, Justin Wong, Yichuan Wang, Chi Wang, Yanping Huang, Zhifeng Che…

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Published on 10 months ago

SearchRAG: Can Search Engines Be Helpful for LLM-based Medical Question Answering?

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Episode 585

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🤗 Upvotes: 10 | cs.CL, cs.AI, cs.IR, cs.IT, math.IT

Authors:
Yucheng Shi, Tianze Yang, Canyu Chen, Quanzheng Li, Tianming Liu, Xiang Li, Ninghao Liu

T…

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Published on 10 months ago

Soundwave: Less is More for Speech-Text Alignment in LLMs

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Episode 584

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🤗 Upvotes: 65 | cs.CL, cs.AI, cs.SD

Authors:
Yuhao Zhang, Zhiheng Liu, Fan Bu, Ruiyu Zhang, Benyou Wang, Haizhou Li

Title:
Soundwave: Less…

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Published on 10 months ago

Cramming 1568 Tokens into a Single Vector and Back Again: Exploring the Limits of Embedding Space Capacity

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Episode 583

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🤗 Upvotes: 51 | cs.CL, cs.LG

Authors:
Yuri Kuratov, Mikhail Arkhipov, Aydar Bulatov, Mikhail Burtsev

Title:
Cramming 1568 Tokens into a Si…

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Published on 10 months ago

Continuous Diffusion Model for Language Modeling

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Episode 582

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🤗 Upvotes: 44 | cs.LG

Authors:
Jaehyeong Jo, Sung Ju Hwang

Title:
Continuous Diffusion Model for Language Modeling

Arxiv:
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Published on 10 months ago

Phantom: Subject-consistent video generation via cross-modal alignment

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Episode 581

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🤗 Upvotes: 42 | cs.CV, cs.AI

Authors:
Lijie Liu, Tianxiang Ma, Bingchuan Li, Zhuowei Chen, Jiawei Liu, Qian He, Xinglong Wu

Title:
Phantom…

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Published on 10 months ago

Rethinking Diverse Human Preference Learning through Principal Component Analysis

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Episode 580

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🤗 Upvotes: 33 | cs.AI, cs.CL

Authors:
Feng Luo, Rui Yang, Hao Sun, Chunyuan Deng, Jiarui Yao, Jingyan Shen, Huan Zhang, Hanjie Chen

Title:
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Published on 10 months ago

Magma: A Foundation Model for Multimodal AI Agents

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Episode 579

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🤗 Upvotes: 30 | cs.CV, cs.AI, cs.HC, cs.LG, cs.RO

Authors:
Jianwei Yang, Reuben Tan, Qianhui Wu, Ruijie Zheng, Baolin Peng, Yongyuan Liang, Yu Gu, Mu Cai, Seonghy…

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Published on 10 months ago

Multimodal Mamba: Decoder-only Multimodal State Space Model via Quadratic to Linear Distillation

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Episode 578

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🤗 Upvotes: 29 | cs.CV

Authors:
Bencheng Liao, Hongyuan Tao, Qian Zhang, Tianheng Cheng, Yingyue Li, Haoran Yin, Wenyu Liu, Xinggang Wang

Title:
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Published on 10 months ago