Summary of Generative Verifiers: Reward Modeling As Next-token Prediction, by Lunjun Zhang et al.
Generative Verifiers: Reward Modeling as Next-Token Predictionby Lunjun Zhang, Arian Hosseini, Hritik Bansal, Mehran Kazemi,…
Summary of Unraveling Text Generation in Llms: a Stochastic Differential Equation Approach, by Yukun Zhang
Unraveling Text Generation in LLMs: A Stochastic Differential Equation Approachby Yukun ZhangFirst submitted to arxiv…
Summary of Smile: Zero-shot Sparse Mixture Of Low-rank Experts Construction From Pre-trained Foundation Models, by Anke Tang et al.
SMILE: Zero-Shot Sparse Mixture of Low-Rank Experts Construction From Pre-Trained Foundation Modelsby Anke Tang, Li…
Summary of Pedal: Enhancing Greedy Decoding with Large Language Models Using Diverse Exemplars, by Sumanth Prabhu
PEDAL: Enhancing Greedy Decoding with Large Language Models using Diverse Exemplarsby Sumanth PrabhuFirst submitted to…
Summary of Abq-llm: Arbitrary-bit Quantized Inference Acceleration For Large Language Models, by Chao Zeng et al.
ABQ-LLM: Arbitrary-Bit Quantized Inference Acceleration for Large Language Modelsby Chao Zeng, Songwei Liu, Yusheng Xie,…
Summary of Global-to-local Support Spectrums For Language Model Explainability, by Lucas Agussurja et al.
Global-to-Local Support Spectrums for Language Model Explainabilityby Lucas Agussurja, Xinyang Lu, Bryan Kian Hsiang LowFirst…
Summary of An Evaluation Of Standard Statistical Models and Llms on Time Series Forecasting, by Rui Cao and Qiao Wang
An Evaluation of Standard Statistical Models and LLMs on Time Series Forecastingby Rui Cao, Qiao…
Summary of Risks, Causes, and Mitigations Of Widespread Deployments Of Large Language Models (llms): a Survey, by Md Nazmus Sakib et al.
Risks, Causes, and Mitigations of Widespread Deployments of Large Language Models (LLMs): A Surveyby Md…
Summary of Diffusion Guided Language Modeling, by Justin Lovelace et al.
Diffusion Guided Language Modelingby Justin Lovelace, Varsha Kishore, Yiwei Chen, Kilian Q. WeinbergerFirst submitted to…
Summary of Medsyn: Llm-based Synthetic Medical Text Generation Framework, by Gleb Kumichev et al.
MedSyn: LLM-based Synthetic Medical Text Generation Frameworkby Gleb Kumichev, Pavel Blinov, Yulia Kuzkina, Vasily Goncharov,…