Summary of Balancing Speed and Stability: the Trade-offs Of Fp8 Vs. Bf16 Training in Llms, by Kazuki Fujii et al.
Balancing Speed and Stability: The Trade-offs of FP8 vs. BF16 Training in LLMsby Kazuki Fujii, Taishi…
Summary of Owled: Outlier-weighed Layerwise Pruning For Efficient Autonomous Driving Framework, by Jiaxi Li et al.
OWLed: Outlier-weighed Layerwise Pruning for Efficient Autonomous Driving Frameworkby Jiaxi Li, Lu Yin, Xilu WangFirst…
Summary of Synthesize, Partition, Then Adapt: Eliciting Diverse Samples From Foundation Models, by Yeming Wen et al.
Synthesize, Partition, then Adapt: Eliciting Diverse Samples from Foundation Modelsby Yeming Wen, Swarat ChaudhuriFirst submitted…
Summary of Hourvideo: 1-hour Video-language Understanding, by Keshigeyan Chandrasegaran et al.
HourVideo: 1-Hour Video-Language Understandingby Keshigeyan Chandrasegaran, Agrim Gupta, Lea M. Hadzic, Taran Kota, Jimming He,…
Summary of Robust and Efficient Fine-tuning Of Llms with Bayesian Reparameterization Of Low-rank Adaptation, by Ayan Sengupta et al.
Robust and Efficient Fine-tuning of LLMs with Bayesian Reparameterization of Low-Rank Adaptationby Ayan Sengupta, Vaibhav…
Summary of Uniguard: Towards Universal Safety Guardrails For Jailbreak Attacks on Multimodal Large Language Models, by Sejoon Oh et al.
UniGuard: Towards Universal Safety Guardrails for Jailbreak Attacks on Multimodal Large Language Modelsby Sejoon Oh,…
Summary of Magnitude Pruning Of Large Pretrained Transformer Models with a Mixture Gaussian Prior, by Mingxuan Zhang et al.
Magnitude Pruning of Large Pretrained Transformer Models with a Mixture Gaussian Priorby Mingxuan Zhang, Yan…
Summary of Llamo: Large Language Model-based Molecular Graph Assistant, by Jinyoung Park et al.
LLaMo: Large Language Model-based Molecular Graph Assistantby Jinyoung Park, Minseong Bae, Dohwan Ko, Hyunwoo J.…
Summary of Beyond Autoregression: Fast Llms Via Self-distillation Through Time, by Justin Deschenaux et al.
Beyond Autoregression: Fast LLMs via Self-Distillation Through Timeby Justin Deschenaux, Caglar GulcehreFirst submitted to arxiv…
Summary of Improving Multimodal Large Language Models Using Continual Learning, by Shikhar Srivastava et al.
Improving Multimodal Large Language Models Using Continual Learningby Shikhar Srivastava, Md Yousuf Harun, Robik Shrestha,…