Unleashing the Power of Data Tsunami: A Comprehensive Survey on Data Assessment and Selection for Instruction Tuning of Language Models
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2408.02085
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17
Mark Redito
markredito
AI & ML interests
Generative AI, Multimodal AI, Deep Learning
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markredito's activity
upvoted
a
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about 1 month ago
upvoted
2
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2 months ago
upvoted
2
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3 months ago
upvoted
3
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5 months ago
StoryDiffusion: Consistent Self-Attention for Long-Range Image and Video Generation
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2405.01434
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51
LLM-AD: Large Language Model based Audio Description System
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2405.00983
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16
Customizing Text-to-Image Models with a Single Image Pair
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2405.01536
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17
upvoted
2
papers
6 months ago
upvoted
5
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7 months ago
DistriFusion: Distributed Parallel Inference for High-Resolution Diffusion Models
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2402.19481
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20
Humanoid Locomotion as Next Token Prediction
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2402.19469
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26
VisionLLaMA: A Unified LLaMA Interface for Vision Tasks
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2403.00522
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44
Rainbow Teaming: Open-Ended Generation of Diverse Adversarial Prompts
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2402.16822
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15
ChatMusician: Understanding and Generating Music Intrinsically with LLM
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2402.16153
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55
upvoted
2
papers
9 months ago
upvoted
2
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10 months ago
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12
papers
11 months ago
QMoE: Practical Sub-1-Bit Compression of Trillion-Parameter Models
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2310.16795
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26
CommonCanvas: An Open Diffusion Model Trained with Creative-Commons Images
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2310.16825
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31
CLEX: Continuous Length Extrapolation for Large Language Models
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2310.16450
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9
MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning
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2310.09478
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19
Improving Large Language Model Fine-tuning for Solving Math Problems
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2310.10047
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5
In-Context Pretraining: Language Modeling Beyond Document Boundaries
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2310.10638
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28
Interactive Task Planning with Language Models
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2310.10645
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10
Set-of-Mark Prompting Unleashes Extraordinary Visual Grounding in GPT-4V
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2310.11441
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26
Context-Aware Meta-Learning
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2310.10971
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16
EvalCrafter: Benchmarking and Evaluating Large Video Generation Models
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2310.11440
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15
4K4D: Real-Time 4D View Synthesis at 4K Resolution
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2310.11448
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36
BitNet: Scaling 1-bit Transformers for Large Language Models
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2310.11453
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96
upvoted
10
papers
12 months ago
Low-rank Adaptation of Large Language Model Rescoring for Parameter-Efficient Speech Recognition
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2309.15223
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19
Emu: Enhancing Image Generation Models Using Photogenic Needles in a Haystack
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2309.15807
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32
Show-1: Marrying Pixel and Latent Diffusion Models for Text-to-Video Generation
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2309.15818
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18
VideoDirectorGPT: Consistent Multi-scene Video Generation via LLM-Guided Planning
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2309.15091
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32
QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models
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2309.14717
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43
FoleyGen: Visually-Guided Audio Generation
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2309.10537
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7
DreamLLM: Synergistic Multimodal Comprehension and Creation
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2309.11499
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58
LLM-Grounder: Open-Vocabulary 3D Visual Grounding with Large Language Model as an Agent
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2309.12311
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17
End-to-End Speech Recognition Contextualization with Large Language Models
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2309.10917
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9
A Large-scale Dataset for Audio-Language Representation Learning
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2309.11500
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9
upvoted
17
papers
about 1 year ago
Investigating Answerability of LLMs for Long-Form Question Answering
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2309.08210
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12
Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers
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2309.08532
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52
Compositional Foundation Models for Hierarchical Planning
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2309.08587
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9
Sparse Autoencoders Find Highly Interpretable Features in Language Models
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2309.08600
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13
Retrieval-Augmented Text-to-Audio Generation
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2309.08051
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6
Clinical Text Summarization: Adapting Large Language Models Can Outperform Human Experts
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2309.07430
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27
Agents: An Open-source Framework for Autonomous Language Agents
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2309.07870
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39
Generative Image Dynamics
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2309.07906
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52
PhotoVerse: Tuning-Free Image Customization with Text-to-Image Diffusion Models
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2309.05793
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50
InstaFlow: One Step is Enough for High-Quality Diffusion-Based Text-to-Image Generation
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2309.06380
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32
When Less is More: Investigating Data Pruning for Pretraining LLMs at Scale
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2309.04564
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15
Neurons in Large Language Models: Dead, N-gram, Positional
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2309.04827
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16
Textbooks Are All You Need II: phi-1.5 technical report
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2309.05463
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86
GPT Can Solve Mathematical Problems Without a Calculator
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2309.03241
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17
ProPainter: Improving Propagation and Transformer for Video Inpainting
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2309.03897
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26
Large Language Models as Optimizers
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2309.03409
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75
FLM-101B: An Open LLM and How to Train It with $100K Budget
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2309.03852
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43