Robin Williams

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upvoted a paper 3 days ago

Agents of Chaos

Paper • 2602.20021 • Published 4 days ago • 27

upvoted a paper 16 days ago

Weak-Driven Learning: How Weak Agents make Strong Agents Stronger

Paper • 2602.08222 • Published 19 days ago • 271

upvoted a paper about 1 month ago

Agentic-R: Learning to Retrieve for Agentic Search

Paper • 2601.11888 • Published Jan 17 • 19

upvoted a paper about 2 months ago

Can LLMs Predict Their Own Failures? Self-Awareness via Internal Circuits

Paper • 2512.20578 • Published Dec 23, 2025 • 85

upvoted a paper 6 months ago

Reasoning Vectors: Transferring Chain-of-Thought Capabilities via Task Arithmetic

Paper • 2509.01363 • Published Sep 1, 2025 • 59

upvoted an article 7 months ago

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Article

SmolLM3: smol, multilingual, long-context reasoner

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Jul 8, 2025

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757

upvoted a collection 7 months ago

Encoders vs Decoders: the Ettin Suite

Collection

A collection of SOTA, open-data, paired encoder-only and decoder only models ranging from 17M params to 1B. See the paper at https://arxiv.org/abs/250 • 32 items • Updated Jul 16, 2025 • 26

upvoted 3 papers 7 months ago

FLEXITOKENS: Flexible Tokenization for Evolving Language Models

Paper • 2507.12720 • Published Jul 17, 2025 • 10

Teach Old SAEs New Domain Tricks with Boosting

Paper • 2507.12990 • Published Jul 17, 2025 • 12

Scaling Laws for Optimal Data Mixtures

Paper • 2507.09404 • Published Jul 12, 2025 • 37

upvoted an article 8 months ago

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Article

Transformers Are Getting Old: Variants and Alternatives Exist!

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Jul 5, 2025

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44

upvoted 5 papers 8 months ago

PAROAttention: Pattern-Aware ReOrdering for Efficient Sparse and Quantized Attention in Visual Generation Models

Paper • 2506.16054 • Published Jun 19, 2025 • 60

Drag-and-Drop LLMs: Zero-Shot Prompt-to-Weights

Paper • 2506.16406 • Published Jun 19, 2025 • 131

FaithfulSAE: Towards Capturing Faithful Features with Sparse Autoencoders without External Dataset Dependencies

Paper • 2506.17673 • Published Jun 21, 2025 • 7

Steering Conceptual Bias via Transformer Latent-Subspace Activation

Paper • 2506.18887 • Published Jun 23, 2025 • 6

Orthogonal Finetuning Made Scalable

Paper • 2506.19847 • Published Jun 24, 2025 • 11

upvoted 4 papers 9 months ago

RuleReasoner: Reinforced Rule-based Reasoning via Domain-aware Dynamic Sampling

Paper • 2506.08672 • Published Jun 10, 2025 • 30

Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning

Paper • 2506.01939 • Published Jun 2, 2025 • 188

Shifting AI Efficiency From Model-Centric to Data-Centric Compression

Paper • 2505.19147 • Published May 25, 2025 • 145

Truth Neurons

Paper • 2505.12182 • Published May 18, 2025 • 8