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Collections including paper arxiv:2403.04652

lshort-transformers

Papers useful when writing the paper: "The Not So Short Transfromers"

ShortGPT: Layers in Large Language Models are More Redundant Than You Expect

Paper • 2403.03853 • Published Mar 6 • 62
SliceGPT: Compress Large Language Models by Deleting Rows and Columns

Paper • 2401.15024 • Published Jan 26 • 68
Your Transformer is Secretly Linear

Paper • 2405.12250 • Published May 19 • 150
Yi: Open Foundation Models by 01.AI

Paper • 2403.04652 • Published Mar 7 • 62

A little guide to building Large Language Models in 2024

Resources mentioned by @thomwolf in https://x.com/Thom_Wolf/status/1773340316835131757

Yi: Open Foundation Models by 01.AI

Paper • 2403.04652 • Published Mar 7 • 62
A Survey on Data Selection for Language Models

Paper • 2402.16827 • Published Feb 26 • 4
Dolma: an Open Corpus of Three Trillion Tokens for Language Model Pretraining Research

Paper • 2402.00159 • Published Jan 31 • 59
The RefinedWeb Dataset for Falcon LLM: Outperforming Curated Corpora with Web Data, and Web Data Only

Paper • 2306.01116 • Published Jun 1, 2023 • 31

Adding NVMe SSDs to Enable and Accelerate 100B Model Fine-tuning on a Single GPU

Paper • 2403.06504 • Published Mar 11 • 53
Yi: Open Foundation Models by 01.AI

Paper • 2403.04652 • Published Mar 7 • 62
GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection

Paper • 2403.03507 • Published Mar 6 • 182

Yi: Open Foundation Models by 01.AI

Paper • 2403.04652 • Published Mar 7 • 62

Papers I find interesting

Scaling Instruction-Finetuned Language Models

Paper • 2210.11416 • Published Oct 20, 2022 • 7
Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Paper • 2312.00752 • Published Dec 1, 2023 • 138
Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Paper • 2403.05530 • Published Mar 8 • 60
Yi: Open Foundation Models by 01.AI

Paper • 2403.04652 • Published Mar 7 • 62

Pix2Gif: Motion-Guided Diffusion for GIF Generation

Paper • 2403.04634 • Published Mar 7 • 14
StableDrag: Stable Dragging for Point-based Image Editing

Paper • 2403.04437 • Published Mar 7 • 25
Teaching Large Language Models to Reason with Reinforcement Learning

Paper • 2403.04642 • Published Mar 7 • 46
Yi: Open Foundation Models by 01.AI

Paper • 2403.04652 • Published Mar 7 • 62

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

Paper • 2403.03507 • Published Mar 6 • 182
Yi: Open Foundation Models by 01.AI

Paper • 2403.04652 • Published Mar 7 • 62
RLHF Can Speak Many Languages: Unlocking Multilingual Preference Optimization for LLMs

Paper • 2407.02552 • Published Jul 2 • 4
OpenDevin: An Open Platform for AI Software Developers as Generalist Agents

Paper • 2407.16741 • Published Jul 23 • 68

Yi: Open Foundation Models by 01.AI

Paper • 2403.04652 • Published Mar 7 • 62
tinyBenchmarks: evaluating LLMs with fewer examples

Paper • 2402.14992 • Published Feb 22 • 11

ibm/AttaQ

Viewer • Updated Jan 26 • 1.4k • 900 • 11
snorkelai/snorkel-curated-instruction-tuning

Preview • Updated Mar 11 • 106 • 8
corbyrosset/researchy_questions

Viewer • Updated Feb 29 • 96.4k • 1.47k • 24
argilla/ultrafeedback-binarized-preferences

Viewer • Updated Nov 30, 2023 • 63.6k • 281 • 66

Multi modal foundational models

Yi: Open Foundation Models by 01.AI

Paper • 2403.04652 • Published Mar 7 • 62

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