Timothy Purdom

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upvoted 6 papers 9 months ago

Quantization Hurts Reasoning? An Empirical Study on Quantized Reasoning Models

Paper • 2504.04823 • Published Apr 7, 2025 • 31

Rethinking Reflection in Pre-Training

Paper • 2504.04022 • Published Apr 5, 2025 • 80

Hogwild! Inference: Parallel LLM Generation via Concurrent Attention

Paper • 2504.06261 • Published Apr 8, 2025 • 110

OLMoTrace: Tracing Language Model Outputs Back to Trillions of Training Tokens

Paper • 2504.07096 • Published Apr 9, 2025 • 76

Missing Premise exacerbates Overthinking: Are Reasoning Models losing Critical Thinking Skill?

Paper • 2504.06514 • Published Apr 9, 2025 • 39

A Sober Look at Progress in Language Model Reasoning: Pitfalls and Paths to Reproducibility

Paper • 2504.07086 • Published Apr 9, 2025 • 21