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Collections including paper arxiv:2309.11998

Dataset generation

Ensemble-Instruct: Generating Instruction-Tuning Data with a Heterogeneous Mixture of LMs

Paper • 2310.13961 • Published Oct 21, 2023 • 4
ZeroGen: Efficient Zero-shot Learning via Dataset Generation

Paper • 2202.07922 • Published Feb 16, 2022 • 1
Let's Synthesize Step by Step: Iterative Dataset Synthesis with Large Language Models by Extrapolating Errors from Small Models

Paper • 2310.13671 • Published Oct 20, 2023 • 18
Fabricator: An Open Source Toolkit for Generating Labeled Training Data with Teacher LLMs

Paper • 2309.09582 • Published Sep 18, 2023 • 4

Synthetic Data Generation

Textbooks Are All You Need

Paper • 2306.11644 • Published Jun 20, 2023 • 143
Textbooks Are All You Need II: phi-1.5 technical report

Paper • 2309.05463 • Published Sep 11, 2023 • 87
TinyStories: How Small Can Language Models Be and Still Speak Coherent English?

Paper • 2305.07759 • Published May 12, 2023 • 33
Scaling Synthetic Data Creation with 1,000,000,000 Personas

Paper • 2406.20094 • Published Jun 28, 2024 • 96

Talking to Chatbots' papers collection

Collecting papers that I have commented on my website and social media, plus any others that I found interesting.

Technical Report: Large Language Models can Strategically Deceive their Users when Put Under Pressure

Paper • 2311.07590 • Published Nov 9, 2023 • 16
A Survey on Language Models for Code

Paper • 2311.07989 • Published Nov 14, 2023 • 21
Llamas Know What GPTs Don't Show: Surrogate Models for Confidence Estimation

Paper • 2311.08877 • Published Nov 15, 2023 • 6
A Challenger to GPT-4V? Early Explorations of Gemini in Visual Expertise

Paper • 2312.12436 • Published Dec 19, 2023 • 13

Language Modeling Is Compression

Paper • 2309.10668 • Published Sep 19, 2023 • 83
Baichuan 2: Open Large-scale Language Models

Paper • 2309.10305 • Published Sep 19, 2023 • 19
Chain-of-Verification Reduces Hallucination in Large Language Models

Paper • 2309.11495 • Published Sep 20, 2023 • 37
LMDX: Language Model-based Document Information Extraction and Localization

Paper • 2309.10952 • Published Sep 19, 2023 • 65

LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models

Paper • 2309.12307 • Published Sep 21, 2023 • 88
LIMA: Less Is More for Alignment

Paper • 2305.11206 • Published May 18, 2023 • 21
LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation Dataset

Paper • 2309.11998 • Published Sep 21, 2023 • 25
Identifying Mislabeled Data using the Area Under the Margin Ranking

Paper • 2001.10528 • Published Jan 28, 2020

LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation Dataset

Paper • 2309.11998 • Published Sep 21, 2023 • 25
LLM-Grounder: Open-Vocabulary 3D Visual Grounding with Large Language Model as an Agent

Paper • 2309.12311 • Published Sep 21, 2023 • 17
RMT: Retentive Networks Meet Vision Transformers

Paper • 2309.11523 • Published Sep 20, 2023 • 33

LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation Dataset

Paper • 2309.11998 • Published Sep 21, 2023 • 25

LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation Dataset

Paper • 2309.11998 • Published Sep 21, 2023 • 25

A Paradigm Shift in Machine Translation: Boosting Translation Performance of Large Language Models

Paper • 2309.11674 • Published Sep 20, 2023 • 31
LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation Dataset

Paper • 2309.11998 • Published Sep 21, 2023 • 25

MADLAD-400: A Multilingual And Document-Level Large Audited Dataset

Paper • 2309.04662 • Published Sep 9, 2023 • 22
LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation Dataset

Paper • 2309.11998 • Published Sep 21, 2023 • 25
YanweiLi/MGM-Pretrain

Viewer • Updated Apr 21, 2024 • 1.27M • 16 • 16
YanweiLi/MGM-Instruction

Updated Apr 21, 2024 • 25 • 17

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