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Collections including paper arxiv:2503.01807

Large-Scale Data Selection for Instruction Tuning

Paper • 2503.01807 • Published Mar 3 • 13
AI-Invented Tonal Languages: Preventing a Machine Lingua Franca Beyond Human Understanding

Paper • 2503.01063 • Published Mar 2 • 5
Visual-RFT: Visual Reinforcement Fine-Tuning

Paper • 2503.01785 • Published Mar 3 • 84
Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs

Paper • 2503.01743 • Published Mar 3 • 89

Self-Boosting Large Language Models with Synthetic Preference Data

Paper • 2410.06961 • Published Oct 9, 2024 • 16
Qwen2.5 Technical Report

Paper • 2412.15115 • Published Dec 19, 2024 • 376
SCOPE: Optimizing Key-Value Cache Compression in Long-context Generation

Paper • 2412.13649 • Published Dec 18, 2024 • 20
NeoBERT: A Next-Generation BERT

Paper • 2502.19587 • Published Feb 26 • 38

PDFTriage: Question Answering over Long, Structured Documents

Paper • 2309.08872 • Published Sep 16, 2023 • 53
Adapting Large Language Models via Reading Comprehension

Paper • 2309.09530 • Published Sep 18, 2023 • 81
Table-GPT: Table-tuned GPT for Diverse Table Tasks

Paper • 2310.09263 • Published Oct 13, 2023 • 41
Context-Aware Meta-Learning

Paper • 2310.10971 • Published Oct 17, 2023 • 17

Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18, 2024 • 151
Orion-14B: Open-source Multilingual Large Language Models

Paper • 2401.12246 • Published Jan 20, 2024 • 14
MambaByte: Token-free Selective State Space Model

Paper • 2401.13660 • Published Jan 24, 2024 • 60
MM-LLMs: Recent Advances in MultiModal Large Language Models

Paper • 2401.13601 • Published Jan 24, 2024 • 48

Large-Scale Data Selection for Instruction Tuning

Datasets and models associated with the paper "Large-Scale Data Selection for Instruction Tuning" (https://arxiv.org/abs/2503.01807)

Large-Scale Data Selection for Instruction Tuning

Paper • 2503.01807 • Published Mar 3 • 13
hamishivi/tulu-2-multitask-rrmax-326k-sft

7B • Updated Mar 4 • 5
hamishivi/rds-sels-multitask-rrmax-top326k

Viewer • Updated Mar 4 • 326k • 50
hamishivi/llama-3.1-tulu-3-multitask-rrmax-939k-sft

Updated Mar 4 • 2

Region-Aware Text-to-Image Generation via Hard Binding and Soft Refinement

Paper • 2411.06558 • Published Nov 10, 2024 • 36
SlimLM: An Efficient Small Language Model for On-Device Document Assistance

Paper • 2411.09944 • Published Nov 15, 2024 • 12
Look Every Frame All at Once: Video-Ma^2mba for Efficient Long-form Video Understanding with Multi-Axis Gradient Checkpointing

Paper • 2411.19460 • Published Nov 29, 2024 • 11
MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale

Paper • 2412.05237 • Published Dec 6, 2024 • 46

Rho-1: Not All Tokens Are What You Need

Paper • 2404.07965 • Published Apr 11, 2024 • 93
VASA-1: Lifelike Audio-Driven Talking Faces Generated in Real Time

Paper • 2404.10667 • Published Apr 16, 2024 • 22
Instruction-tuned Language Models are Better Knowledge Learners

Paper • 2402.12847 • Published Feb 20, 2024 • 26
DoRA: Weight-Decomposed Low-Rank Adaptation

Paper • 2402.09353 • Published Feb 14, 2024 • 29

Large-Scale Data Selection for Instruction Tuning

Paper • 2503.01807 • Published Mar 3 • 13
AI-Invented Tonal Languages: Preventing a Machine Lingua Franca Beyond Human Understanding

Paper • 2503.01063 • Published Mar 2 • 5
Visual-RFT: Visual Reinforcement Fine-Tuning

Paper • 2503.01785 • Published Mar 3 • 84
Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs

Paper • 2503.01743 • Published Mar 3 • 89

Large-Scale Data Selection for Instruction Tuning

Datasets and models associated with the paper "Large-Scale Data Selection for Instruction Tuning" (https://arxiv.org/abs/2503.01807)

Large-Scale Data Selection for Instruction Tuning

Paper • 2503.01807 • Published Mar 3 • 13
hamishivi/tulu-2-multitask-rrmax-326k-sft

7B • Updated Mar 4 • 5
hamishivi/rds-sels-multitask-rrmax-top326k

Viewer • Updated Mar 4 • 326k • 50
hamishivi/llama-3.1-tulu-3-multitask-rrmax-939k-sft

Updated Mar 4 • 2

Self-Boosting Large Language Models with Synthetic Preference Data

Paper • 2410.06961 • Published Oct 9, 2024 • 16
Qwen2.5 Technical Report

Paper • 2412.15115 • Published Dec 19, 2024 • 376
SCOPE: Optimizing Key-Value Cache Compression in Long-context Generation

Paper • 2412.13649 • Published Dec 18, 2024 • 20
NeoBERT: A Next-Generation BERT

Paper • 2502.19587 • Published Feb 26 • 38

Region-Aware Text-to-Image Generation via Hard Binding and Soft Refinement

Paper • 2411.06558 • Published Nov 10, 2024 • 36
SlimLM: An Efficient Small Language Model for On-Device Document Assistance

Paper • 2411.09944 • Published Nov 15, 2024 • 12
Look Every Frame All at Once: Video-Ma^2mba for Efficient Long-form Video Understanding with Multi-Axis Gradient Checkpointing

Paper • 2411.19460 • Published Nov 29, 2024 • 11
MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale

Paper • 2412.05237 • Published Dec 6, 2024 • 46

PDFTriage: Question Answering over Long, Structured Documents

Paper • 2309.08872 • Published Sep 16, 2023 • 53
Adapting Large Language Models via Reading Comprehension

Paper • 2309.09530 • Published Sep 18, 2023 • 81
Table-GPT: Table-tuned GPT for Diverse Table Tasks

Paper • 2310.09263 • Published Oct 13, 2023 • 41
Context-Aware Meta-Learning

Paper • 2310.10971 • Published Oct 17, 2023 • 17

Rho-1: Not All Tokens Are What You Need

Paper • 2404.07965 • Published Apr 11, 2024 • 93
VASA-1: Lifelike Audio-Driven Talking Faces Generated in Real Time

Paper • 2404.10667 • Published Apr 16, 2024 • 22
Instruction-tuned Language Models are Better Knowledge Learners

Paper • 2402.12847 • Published Feb 20, 2024 • 26
DoRA: Weight-Decomposed Low-Rank Adaptation

Paper • 2402.09353 • Published Feb 14, 2024 • 29

Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18, 2024 • 151
Orion-14B: Open-source Multilingual Large Language Models

Paper • 2401.12246 • Published Jan 20, 2024 • 14
MambaByte: Token-free Selective State Space Model

Paper • 2401.13660 • Published Jan 24, 2024 • 60
MM-LLMs: Recent Advances in MultiModal Large Language Models

Paper • 2401.13601 • Published Jan 24, 2024 • 48

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