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Collections including paper arxiv:2405.19327

Dissecting In-Context Learning of Translations in GPTs

Paper • 2310.15987 • Published Oct 24, 2023 • 5
Monolingual or Multilingual Instruction Tuning: Which Makes a Better Alpaca

Paper • 2309.08958 • Published Sep 16, 2023 • 2
X-LLM: Bootstrapping Advanced Large Language Models by Treating Multi-Modalities as Foreign Languages

Paper • 2305.04160 • Published May 7, 2023 • 2
Ziya-VL: Bilingual Large Vision-Language Model via Multi-Task Instruction Tuning

Paper • 2310.08166 • Published Oct 12, 2023 • 1

LongCite: Enabling LLMs to Generate Fine-grained Citations in Long-context QA

Paper • 2409.02897 • Published Sep 4, 2024 • 44
Chinese Tiny LLM: Pretraining a Chinese-Centric Large Language Model

Paper • 2404.04167 • Published Apr 5, 2024 • 12
MAP-Neo: Highly Capable and Transparent Bilingual Large Language Model Series

Paper • 2405.19327 • Published May 29, 2024 • 46

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Paper • 2406.06525 • Published Jun 10, 2024 • 66
Husky: A Unified, Open-Source Language Agent for Multi-Step Reasoning

Paper • 2406.06469 • Published Jun 10, 2024 • 24
Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models

Paper • 2406.04271 • Published Jun 6, 2024 • 29
Block Transformer: Global-to-Local Language Modeling for Fast Inference

Paper • 2406.02657 • Published Jun 4, 2024 • 37

MAP-Neo: Highly Capable and Transparent Bilingual Large Language Model Series

Paper • 2405.19327 • Published May 29, 2024 • 46
LLM360/K2

Text Generation • Updated Jul 29, 2024 • 349 • 81
OLMo: Accelerating the Science of Language Models

Paper • 2402.00838 • Published Feb 1, 2024 • 82
LLM360: Towards Fully Transparent Open-Source LLMs

Paper • 2312.06550 • Published Dec 11, 2023 • 57

The Unreasonable Ineffectiveness of the Deeper Layers

Paper • 2403.17887 • Published Mar 26, 2024 • 78
Mixture-of-Depths: Dynamically allocating compute in transformer-based language models

Paper • 2404.02258 • Published Apr 2, 2024 • 104
ReFT: Representation Finetuning for Language Models

Paper • 2404.03592 • Published Apr 4, 2024 • 91
Direct Nash Optimization: Teaching Language Models to Self-Improve with General Preferences

Paper • 2404.03715 • Published Apr 4, 2024 • 60

ChatMusician: Understanding and Generating Music Intrinsically with LLM

Paper • 2402.16153 • Published Feb 25, 2024 • 56
MAP-Neo: Highly Capable and Transparent Bilingual Large Language Model Series

Paper • 2405.19327 • Published May 29, 2024 • 46

M-A-P Full Paper List

MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training

Paper • 2306.00107 • Published May 31, 2023 • 3
MusiLingo: Bridging Music and Text with Pre-trained Language Models for Music Captioning and Query Response

Paper • 2309.08730 • Published Sep 15, 2023 • 1
ChatMusician: Understanding and Generating Music Intrinsically with LLM

Paper • 2402.16153 • Published Feb 25, 2024 • 56
CMMMU: A Chinese Massive Multi-discipline Multimodal Understanding Benchmark

Paper • 2401.11944 • Published Jan 22, 2024 • 27

LLaMA Beyond English: An Empirical Study on Language Capability Transfer

Paper • 2401.01055 • Published Jan 2, 2024 • 54
YAYI 2: Multilingual Open-Source Large Language Models

Paper • 2312.14862 • Published Dec 22, 2023 • 13
Order Matters in the Presence of Dataset Imbalance for Multilingual Learning

Paper • 2312.06134 • Published Dec 11, 2023 • 2
TaCo: Enhancing Cross-Lingual Transfer for Low-Resource Languages in LLMs through Translation-Assisted Chain-of-Thought Processes

Paper • 2311.10797 • Published Nov 17, 2023

The Generative AI Paradox: "What It Can Create, It May Not Understand"

Paper • 2311.00059 • Published Oct 31, 2023 • 18
Teaching Large Language Models to Reason with Reinforcement Learning

Paper • 2403.04642 • Published Mar 7, 2024 • 46
Branch-Train-MiX: Mixing Expert LLMs into a Mixture-of-Experts LLM

Paper • 2403.07816 • Published Mar 12, 2024 • 39
PERL: Parameter Efficient Reinforcement Learning from Human Feedback

Paper • 2403.10704 • Published Mar 15, 2024 • 57

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