Summary of Uft: Unifying Fine-tuning Of Sft and Rlhf/dpo/una Through a Generalized Implicit Reward Function, by Zhichao Wang et al.
UFT: Unifying Fine-Tuning of SFT and RLHF/DPO/UNA through a Generalized Implicit Reward Functionby Zhichao Wang,…
Summary of Bongllama: Llama For Bangla Language, by Abdullah Khan Zehady et al.
BongLLaMA: LLaMA for Bangla Languageby Abdullah Khan Zehady, Safi Al Mamun, Naymul Islam, Santu KarmakerFirst…
Summary of Layer by Layer: Uncovering Where Multi-task Learning Happens in Instruction-tuned Large Language Models, By Zheng Zhao et al.
Layer by Layer: Uncovering Where Multi-Task Learning Happens in Instruction-Tuned Large Language Modelsby Zheng Zhao,…
Summary of Influential Language Data Selection Via Gradient Trajectory Pursuit, by Zhiwei Deng et al.
Influential Language Data Selection via Gradient Trajectory Pursuitby Zhiwei Deng, Tao Li, Yang LiFirst submitted…
Summary of Llmopt: Learning to Define and Solve General Optimization Problems From Scratch, by Caigao Jiang et al.
LLMOPT: Learning to Define and Solve General Optimization Problems from Scratchby Caigao Jiang, Xiang Shu,…
Summary of Data Quality Control in Federated Instruction-tuning Of Large Language Models, by Yaxin Du and Rui Ye and Fengting Yuchi and Wanru Zhao and Jingjing Qu and Yanfeng Wang and Siheng Chen
Data Quality Control in Federated Instruction-tuning of Large Language Modelsby Yaxin Du, Rui Ye, Fengting…
Summary of Tsds: Data Selection For Task-specific Model Finetuning, by Zifan Liu et al.
TSDS: Data Selection for Task-Specific Model Finetuningby Zifan Liu, Amin Karbasi, Theodoros RekatsinasFirst submitted to…
Summary of Federated Data-efficient Instruction Tuning For Large Language Models, by Zhen Qin et al.
Federated Data-Efficient Instruction Tuning for Large Language Modelsby Zhen Qin, Zhaomin Wu, Bingsheng He, Shuiguang…
Summary of Large Continual Instruction Assistant, by Jingyang Qiao and Zhizhong Zhang and Xin Tan and Yanyun Qu and Shouhong Ding and Yuan Xie
Large Continual Instruction Assistantby Jingyang Qiao, Zhizhong Zhang, Xin Tan, Yanyun Qu, Shouhong Ding, Yuan…
Summary of Context-parametric Inversion: Why Instruction Finetuning May Not Actually Improve Context Reliance, by Sachin Goyal et al.
Context-Parametric Inversion: Why Instruction Finetuning May Not Actually Improve Context Relianceby Sachin Goyal, Christina Baek,…