OptimalScale

university

https://github.com/OptimalScale

Activity Feed Request to join this org

AI & ML interests

Large foundation models, large language models.

Recent Activity

ksshumab authored a paper about 12 hours ago

Automatic Prompt Augmentation and Selection with Chain-of-Thought from Labeled Data

ksshumab authored a paper about 12 hours ago

RAFT: Reward rAnked FineTuning for Generative Foundation Model Alignment

ksshumab authored a paper about 12 hours ago

FIRST: Teach A Reliable Large Language Model Through Efficient Trustworthy Distillation

View all activity

OptimalScale's activity

ksshumab

authored 3 papers about 12 hours ago

Automatic Prompt Augmentation and Selection with Chain-of-Thought from Labeled Data

Paper • 2302.12822 • Published Feb 24, 2023

RAFT: Reward rAnked FineTuning for Generative Foundation Model Alignment

Paper • 2304.06767 • Published Apr 13, 2023 • 2

FIRST: Teach A Reliable Large Language Model Through Efficient Trustworthy Distillation

Paper • 2408.12168 • Published Aug 22, 2024

hendrydong

authored a paper 12 days ago

BOLT: Bootstrap Long Chain-of-Thought in Language Models without Distillation

Paper • 2502.03860 • Published 14 days ago • 22

hendrydong

authored a paper 16 days ago

Reward-Guided Speculative Decoding for Efficient LLM Reasoning

Paper • 2501.19324 • Published 19 days ago • 37

hendrydong

authored a paper about 2 months ago

Offline Reinforcement Learning for LLM Multi-Step Reasoning

Paper • 2412.16145 • Published Dec 20, 2024 • 38

shizhediao

authored a paper 3 months ago

Hymba: A Hybrid-head Architecture for Small Language Models

Paper • 2411.13676 • Published Nov 20, 2024 • 41

research4pan

authored a paper 4 months ago

Personalized Visual Instruction Tuning

Paper • 2410.07113 • Published Oct 9, 2024 • 70

shizhediao

authored a paper 4 months ago

Grounded-VideoLLM: Sharpening Fine-grained Temporal Grounding in Video Large Language Models

Paper • 2410.03290 • Published Oct 4, 2024 • 7

hendrydong

authored a paper 4 months ago

MathHay: An Automated Benchmark for Long-Context Mathematical Reasoning in LLMs

Paper • 2410.04698 • Published Oct 7, 2024 • 13

hendrydong

authored a paper 7 months ago

ThinK: Thinner Key Cache by Query-Driven Pruning

Paper • 2407.21018 • Published Jul 30, 2024 • 31

shizhediao

authored 9 papers 8 months ago

LMFlow: An Extensible Toolkit for Finetuning and Inference of Large Foundation Models

Paper • 2306.12420 • Published Jun 21, 2023 • 2

RAFT: Reward rAnked FineTuning for Generative Foundation Model Alignment

Paper • 2304.06767 • Published Apr 13, 2023 • 2

DetGPT: Detect What You Need via Reasoning

Paper • 2305.14167 • Published May 23, 2023

Towards Unifying Medical Vision-and-Language Pre-training via Soft Prompts

Paper • 2302.08958 • Published Feb 17, 2023

Active Prompting with Chain-of-Thought for Large Language Models

Paper • 2302.12246 • Published Feb 23, 2023

Mixture-of-Domain-Adapters: Decoupling and Injecting Domain Knowledge to Pre-trained Language Models Memories

Paper • 2306.05406 • Published Jun 8, 2023

Automatic Prompt Augmentation and Selection with Chain-of-Thought from Labeled Data

Paper • 2302.12822 • Published Feb 24, 2023

R-Tuning: Teaching Large Language Models to Refuse Unknown Questions

Paper • 2311.09677 • Published Nov 16, 2023 • 3

Can We Verify Step by Step for Incorrect Answer Detection?

Paper • 2402.10528 • Published Feb 16, 2024