Pashmina Cameron
Pashmina Cameron has 2 papers in our library, in 2024–2026, most of them on Language models & pretraining, Reasoning; often with Amirkeivan Mohtashami, Bo Li, Dan Alistarh.
OpenAlex · h-index 6 · 19 works · 222 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 216 times in our library · ⭐ Paper Stars ranking: #5977
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Fields, topics and concepts
📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksEngineering · 1 workComputer Vision and Pattern Recognition · 1 workElectrical and Electronic Engineering · 1 work
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 1 workReasoning · 1 work
Works by year
2020s
Papers
- QuaRot: Outlier-Free 4-Bit Inference in Rotated LLMs (2024 · 254 citations)
Quantizing large language models to 4 bits is hard because activations contain outliers: individual channels whose values are many times larger than the rest. - Scaling Reasoning Efficiently via Relaxed On-Policy Distillation (2026 · 18 citations)
Small language models often fail to gain reasoning skills from direct RL, and the usual alternative, on-policy distillation from a stronger teacher, tends to be unstable.
Co-authors here
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