Agents: An Open-source Framework for Autonomous Language Agents
Paper
• 2309.07870 • Published
• 43
LLMs
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Clinical Text Summarization: Adapting Large Language Models Can Outperform Human Experts
Paper • 2309.07430 • Published • 28 -
Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers
Paper • 2309.08532 • Published • 54 -
Investigating Answerability of LLMs for Long-Form Question Answering
Paper • 2309.08210 • Published • 15 -
LLM-Grounder: Open-Vocabulary 3D Visual Grounding with Large Language Model as an Agent
Paper • 2309.12311 • Published • 18 -
LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models
Paper • 2309.12307 • Published • 90 -
QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models
Paper • 2309.14717 • Published • 46 -
Low-rank Adaptation of Large Language Model Rescoring for Parameter-Efficient Speech Recognition
Paper • 2309.15223 • Published • 23 -
BitNet: Scaling 1-bit Transformers for Large Language Models
Paper • 2310.11453 • Published • 106 -
Interactive Task Planning with Language Models
Paper • 2310.10645 • Published • 12 -
In-Context Pretraining: Language Modeling Beyond Document Boundaries
Paper • 2310.10638 • Published • 30 -
Improving Large Language Model Fine-tuning for Solving Math Problems
Paper • 2310.10047 • Published • 7 -
MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning
Paper • 2310.09478 • Published • 21 -
CLEX: Continuous Length Extrapolation for Large Language Models
Paper • 2310.16450 • Published • 10 -
QMoE: Practical Sub-1-Bit Compression of Trillion-Parameter Models
Paper • 2310.16795 • Published • 27 -
GPT4All: An Ecosystem of Open Source Compressed Language Models
Paper • 2311.04931 • Published • 22 -
Rainbow Teaming: Open-Ended Generation of Diverse Adversarial Prompts
Paper • 2402.16822 • Published • 17 -
Unleashing the Power of Data Tsunami: A Comprehensive Survey on Data Assessment and Selection for Instruction Tuning of Language Models
Paper • 2408.02085 • Published • 19