Regular cylindrical algebraic decomposition von Davenport, James, Locatelli, Acyr, Sankaran, Gregory

Volltext

Understanding Likelihood Over-optimisation in Direct Alignment Algorithms von Shi, Zhengyan, Land, Sander, Locatelli, Acyr, Geist, Matthieu, Bartolo, Max

Volltext bestellen

Nexus: Specialization meets Adaptability for Efficiently Training Mixture of Experts von Gritsch, Nikolas, Zhang, Qizhen, Locatelli, Acyr, Hooker, Sara, Üstün, Ahmet

Volltext bestellen

To Code, or Not To Code? Exploring Impact of Code in Pre-training von Aryabumi, Viraat, Su, Yixuan, Ma, Raymond, Morisot, Adrien, Zhang, Ivan, Locatelli, Acyr, Fadaee, Marzieh, Üstün, Ahmet, Hooker, Sara

Volltext bestellen

Pushing Mixture of Experts to the Limit: Extremely Parameter Efficient MoE for Instruction Tuning von Zadouri, Ted, Üstün, Ahmet, Ahmadian, Arash, Ermiş, Beyza, Locatelli, Acyr, Hooker, Sara

Volltext bestellen

SnapKV: LLM Knows What You are Looking for Before Generation von Li, Yuhong, Huang, Yingbing, Yang, Bowen, Venkitesh, Bharat, Locatelli, Acyr, Ye, Hanchen, Cai, Tianle, Lewis, Patrick, Chen, Deming

Volltext bestellen

Procedural Knowledge in Pretraining Drives Reasoning in Large Language Models von Ruis, Laura, Mozes, Maximilian, Bae, Juhan, Kamalakara, Siddhartha Rao, Talupuru, Dwarak, Locatelli, Acyr, Kirk, Robert, Rocktäschel, Tim, Grefenstette, Edward, Bartolo, Max

Volltext bestellen

BAM! Just Like That: Simple and Efficient Parameter Upcycling for Mixture of Experts von Zhang, Qizhen, Gritsch, Nikolas, Gnaneshwar, Dwaraknath, Guo, Simon, Cairuz, David, Venkitesh, Bharat, Foerster, Jakob, Blunsom, Phil, Ruder, Sebastian, Ustun, Ahmet, Locatelli, Acyr

Volltext bestellen

Exploring Low Rank Training of Deep Neural Networks von Kamalakara, Siddhartha Rao, Locatelli, Acyr, Venkitesh, Bharat, Ba, Jimmy, Gal, Yarin, Gomez, Aidan N

Volltext bestellen

Understanding Likelihood Over-optimisation in Direct Alignment Algorithms von Shi, Zhengyan, Land, Sander, Locatelli, Acyr, Geist, Matthieu, Bartolo, Max

Volltext

Nexus: Specialization meets Adaptability for Efficiently Training Mixture of Experts von Gritsch, Nikolas, Zhang, Qizhen, Locatelli, Acyr, Hooker, Sara, Üstün, Ahmet

Volltext

Aya 23: Open Weight Releases to Further Multilingual Progress von Aryabumi, Viraat, Dang, John, Talupuru, Dwarak, Dash, Saurabh, Cairuz, David, Lin, Hangyu, Venkitesh, Bharat, Smith, Madeline, Campos, Jon Ander, Tan, Yi Chern, Marchisio, Kelly, Bartolo, Max, Ruder, Sebastian, Locatelli, Acyr, Kreutzer, Julia, Frosst, Nick, Gomez, Aidan, Blunsom, Phil, Fadaee, Marzieh, Üstün, Ahmet, Hooker, Sara

Volltext bestellen

Aya Expanse: Combining Research Breakthroughs for a New Multilingual Frontier von Dang, John, Singh, Shivalika, D'souza, Daniel, Ahmadian, Arash, Salamanca, Alejandro, Smith, Madeline, Peppin, Aidan, Hong, Sungjin, Govindassamy, Manoj, Zhao, Terrence, Kublik, Sandra, Amer, Meor, Aryabumi, Viraat, Campos, Jon Ander, Tan, Yi-Chern, Kocmi, Tom, Strub, Florian, Grinsztajn, Nathan, Flet-Berliac, Yannis, Locatelli, Acyr, Lin, Hangyu, Talupuru, Dwarak, Venkitesh, Bharat, Cairuz, David, Yang, Bowen, Chung, Tim, Ko, Wei-Yin, Shi, Sylvie Shang, Shukayev, Amir, Bae, Sammie, Piktus, Aleksandra, Castagné, Roman, Cruz-Salinas, Felipe, Kim, Eddie, Crawhall-Stein, Lucas, Morisot, Adrien, Roy, Sudip, Blunsom, Phil, Zhang, Ivan, Gomez, Aidan, Frosst, Nick, Fadaee, Marzieh, Ermis, Beyza, Üstün, Ahmet, Hooker, Sara

Volltext bestellen

To Code, or Not To Code? Exploring Impact of Code in Pre-training von Aryabumi, Viraat, Su, Yixuan, Ma, Raymond, Morisot, Adrien, Zhang, Ivan, Locatelli, Acyr, Fadaee, Marzieh, Üstün, Ahmet, Hooker, Sara

Volltext

Pushing Mixture of Experts to the Limit: Extremely Parameter Efficient MoE for Instruction Tuning von Zadouri, Ted, Üstün, Ahmet, Ahmadian, Arash, Ermiş, Beyza, Locatelli, Acyr, Hooker, Sara

Volltext

SnapKV: LLM Knows What You are Looking for Before Generation von Li, Yuhong, Huang, Yingbing, Bowen, Yang, Venkitesh, Bharat, Locatelli, Acyr, Ye, Hanchen, Cai, Tianle, Lewis, Patrick, Chen, Deming

Volltext

System and Method for Low Rank Training of Neural Networks von GOMEZ, Aidan N, KAMALAKARA, Siddhartha Rao, Locatelli, Acyr Flavio Neto, VENKITESH, Bharat

Volltext bestellen

Procedural Knowledge in Pretraining Drives Reasoning in Large Language Models von Ruis, Laura, Mozes, Maximilian, Bae, Juhan, Siddhartha Rao Kamalakara, Talupuru, Dwarak, Locatelli, Acyr, Kirk, Robert, Rocktäschel, Tim, Grefenstette, Edward, Bartolo, Max

Volltext

SYSTEM AND METHOD FOR LOW RANK TRAINING OF NEURAL NETWORKS von VENKITESH, BHARAT, LOCATELLI, ACYR FLAVIO NETO, KAMALAKARA, SIDDHARTHA RAO, GOMEZ, AIDAN N

Volltext bestellen

BAM! Just Like That: Simple and Efficient Parameter Upcycling for Mixture of Experts von Zhang, Qizhen, Gritsch, Nikolas, Gnaneshwar, Dwaraknath, Guo, Simon, Cairuz, David, Venkitesh, Bharat, Foerster, Jakob, Blunsom, Phil, Ruder, Sebastian, Ustun, Ahmet, Locatelli, Acyr

Volltext