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Collections including paper arxiv:2412.08905
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Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering
Paper • 2411.11504 • Published • 20 -
Top-nσ: Not All Logits Are You Need
Paper • 2411.07641 • Published • 20 -
Adaptive Decoding via Latent Preference Optimization
Paper • 2411.09661 • Published • 10 -
When Precision Meets Position: BFloat16 Breaks Down RoPE in Long-Context Training
Paper • 2411.13476 • Published • 16
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PopAlign: Diversifying Contrasting Patterns for a More Comprehensive Alignment
Paper • 2410.13785 • Published • 19 -
Aligning Large Language Models via Self-Steering Optimization
Paper • 2410.17131 • Published • 23 -
Baichuan Alignment Technical Report
Paper • 2410.14940 • Published • 50 -
SemiEvol: Semi-supervised Fine-tuning for LLM Adaptation
Paper • 2410.14745 • Published • 47
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Differential Transformer
Paper • 2410.05258 • Published • 171 -
PaliGemma 2: A Family of Versatile VLMs for Transfer
Paper • 2412.03555 • Published • 129 -
VisionZip: Longer is Better but Not Necessary in Vision Language Models
Paper • 2412.04467 • Published • 107 -
o1-Coder: an o1 Replication for Coding
Paper • 2412.00154 • Published • 44
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Scaling Laws for Neural Language Models
Paper • 2001.08361 • Published • 7 -
Scaling Laws for Autoregressive Generative Modeling
Paper • 2010.14701 • Published -
Training Compute-Optimal Large Language Models
Paper • 2203.15556 • Published • 10 -
A Survey on Data Selection for Language Models
Paper • 2402.16827 • Published • 4
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Attention Heads of Large Language Models: A Survey
Paper • 2409.03752 • Published • 89 -
Transformer Explainer: Interactive Learning of Text-Generative Models
Paper • 2408.04619 • Published • 159 -
Addition is All You Need for Energy-efficient Language Models
Paper • 2410.00907 • Published • 146 -
DoReMi: Optimizing Data Mixtures Speeds Up Language Model Pretraining
Paper • 2305.10429 • Published • 3
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LinFusion: 1 GPU, 1 Minute, 16K Image
Paper • 2409.02097 • Published • 33 -
Phidias: A Generative Model for Creating 3D Content from Text, Image, and 3D Conditions with Reference-Augmented Diffusion
Paper • 2409.11406 • Published • 26 -
Diffusion Models Are Real-Time Game Engines
Paper • 2408.14837 • Published • 123 -
Segment Anything with Multiple Modalities
Paper • 2408.09085 • Published • 22