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Discover the best community collections!

Collections including paper arxiv:2409.12917

Synthetic Data and Self-Improvement

about 22 hours ago

Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18 • 142
Self-Discover: Large Language Models Self-Compose Reasoning Structures

Paper • 2402.03620 • Published Feb 6 • 109
OS-Copilot: Towards Generalist Computer Agents with Self-Improvement

Paper • 2402.07456 • Published Feb 12 • 41
Learning From Mistakes Makes LLM Better Reasoner

Paper • 2310.20689 • Published Oct 31, 2023 • 28

Can large language models explore in-context?

Paper • 2403.15371 • Published Mar 22 • 31
Advancing LLM Reasoning Generalists with Preference Trees

Paper • 2404.02078 • Published Apr 2 • 43
Long-context LLMs Struggle with Long In-context Learning

Paper • 2404.02060 • Published Apr 2 • 34
Direct Nash Optimization: Teaching Language Models to Self-Improve with General Preferences

Paper • 2404.03715 • Published Apr 4 • 60

ZenMoore/RoleBench

Preview • Updated Nov 23, 2023 • 14 • 74
argilla/intel-orca-dpo-pairs-helm-instruct

Viewer • Updated Feb 29 • 5 • 1
argilla/OpenHermes2.5-dpo-binarized-alpha

Viewer • Updated Feb 10 • 9.79k • 14 • 64
argilla/ultrafeedback-critique

Viewer • Updated Dec 15, 2023 • 253k • 9 • 4

ORPO: Monolithic Preference Optimization without Reference Model

Paper • 2403.07691 • Published Mar 12 • 61
sDPO: Don't Use Your Data All at Once

Paper • 2403.19270 • Published Mar 28 • 38
Teaching Large Language Models to Reason with Reinforcement Learning

Paper • 2403.04642 • Published Mar 7 • 46
Best Practices and Lessons Learned on Synthetic Data for Language Models

Paper • 2404.07503 • Published Apr 11 • 29

GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection

Paper • 2403.03507 • Published Mar 6 • 182
RAFT: Adapting Language Model to Domain Specific RAG

Paper • 2403.10131 • Published Mar 15 • 67
LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models

Paper • 2403.13372 • Published Mar 20 • 60
InternLM2 Technical Report

Paper • 2403.17297 • Published Mar 26 • 28

Nemotron-4 15B Technical Report

Paper • 2402.16819 • Published Feb 26 • 42
InternLM2 Technical Report

Paper • 2403.17297 • Published Mar 26 • 28
Chinese Tiny LLM: Pretraining a Chinese-Centric Large Language Model

Paper • 2404.04167 • Published Apr 5 • 12
MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases

Paper • 2402.14905 • Published Feb 22 • 108

Large Language Model (LLM) and NLP related papers.

LoRA+: Efficient Low Rank Adaptation of Large Models

Paper • 2402.12354 • Published Feb 19 • 6
The FinBen: An Holistic Financial Benchmark for Large Language Models

Paper • 2402.12659 • Published Feb 20 • 16
TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization

Paper • 2402.13249 • Published Feb 20 • 10
TrustLLM: Trustworthiness in Large Language Models

Paper • 2401.05561 • Published Jan 10 • 64

AI Paper of the Day

A collection of papers that I think are interesting, one added each day

about 8 hours ago

Can Large Language Models Understand Context?

Paper • 2402.00858 • Published Feb 1 • 21
OLMo: Accelerating the Science of Language Models

Paper • 2402.00838 • Published Feb 1 • 79
Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18 • 142
SemScore: Automated Evaluation of Instruction-Tuned LLMs based on Semantic Textual Similarity

Paper • 2401.17072 • Published Jan 30 • 25

real-developers

Runtime error

61

🖼️🖼️

Real-Time Latent Consistency Model ControlNet-Lora-SD1.5
Training Language Models to Self-Correct via Reinforcement Learning

Paper • 2409.12917 • Published 27 days ago • 131

FlashDecoding++: Faster Large Language Model Inference on GPUs

Paper • 2311.01282 • Published Nov 2, 2023 • 35
A Survey on Language Models for Code

Paper • 2311.07989 • Published Nov 14, 2023 • 21
When Scaling Meets LLM Finetuning: The Effect of Data, Model and Finetuning Method

Paper • 2402.17193 • Published Feb 27 • 23
Training Language Models to Self-Correct via Reinforcement Learning

Paper • 2409.12917 • Published 27 days ago • 131

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