ML Wiki

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Sources

Apr 05, 20261 min read

Ingested papers, blog posts, talks, and reports.

27 items under this folder.

Apr 11, 2026
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
Apr 10, 2026
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Apr 10, 2026
FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning
Apr 10, 2026
GQA: Training Generalized Multi-Query Transformer Models from Multi-Head Checkpoints
Apr 10, 2026
Language Models are Few-Shot Learners
Apr 10, 2026
LLaMA: Open and Efficient Foundation Language Models
Apr 10, 2026
Act Wisely: Cultivating Meta-Cognitive Tool Use in Agentic Multimodal Models (Metis / HDPO)
Apr 10, 2026
Mixtral of Experts
Apr 10, 2026
Neural Computers
Apr 10, 2026
NUMINA: When Numbers Speak — Aligning Textual Numerals and Visual Instances in Text-to-Video Diffusion Models
Apr 10, 2026
Scaling Laws for Neural Language Models
Apr 10, 2026
Training Compute-Optimal Large Language Models
Apr 10, 2026
Training language models to follow instructions with human feedback (InstructGPT)
Apr 09, 2026
CLIP: Learning Transferable Visual Models From Natural Language Supervision
Apr 08, 2026
Emergent Abilities of Large Language Models
Apr 06, 2026
RoPE: Enhanced Transformer with Rotary Position Embedding
Apr 05, 2026
Attention Is All You Need
Apr 05, 2026
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
Apr 05, 2026
Falcon Perception: Early-Fusion Transformer for Open-Vocabulary Grounding and Segmentation
Apr 05, 2026
FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness
Apr 05, 2026
Grokking: Generalization Beyond Overfitting on Small Algorithmic Datasets
Apr 05, 2026
A Systematic Empirical Study of Grokking: Depth, Architecture, Activation, and Regularization
Apr 05, 2026
LoRA: Low-Rank Adaptation of Large Language Models
Apr 05, 2026
Mamba: Linear-Time Sequence Modeling with Selective State Spaces
Apr 05, 2026
Efficient Memory Management for Large Language Model Serving with PagedAttention
Apr 05, 2026
Fast Inference from Transformers via Speculative Decoding
Apr 04, 2026
Direct Preference Optimization: Your Language Model is Secretly a Reward Model