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Author

Sneh Pankajbhai Vora

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#small language model Open access Sep 2026

PREreview of "What Does an LLM Learn from Reinforcement Learning? A Mechanistic Interpretability Perspective with Fixed-SAE Track"

This Zenodo record is a permanently preserved version of a PREreview. You can view the complete PREreview at https://prereview.org/reviews/22775771. Summary The authors tackle a real obstacle in interpretability: you can't compare SAE features across training checkpoints, because separately trained dictionaries assign...

Sneh Pankajbhai Vora · 0 citations
#reinforcement learning Open access Sep 2026

PREreview of "What Does an LLM Learn from Reinforcement Learning? A Mechanistic Interpretability Perspective with Fixed-SAE Track"

This Zenodo record is a permanently preserved version of a PREreview. You can view the complete PREreview at https://prereview.org/reviews/22775771. Summary The authors tackle a real obstacle in interpretability: you can't compare SAE features across training checkpoints, because separately trained dictionaries assign...

Sneh Pankajbhai Vora · 0 citations
#small language model Open access Sep 2026

Structured PREreview of "Training Large Language Models for Small-Molecule Design with Synthetic Task Scaling"

This Zenodo record is a permanently preserved version of a Structured PREreview. You can view the complete PREreview at https://prereview.org/reviews/22662419. Does the introduction explain the objective of the research presented in the preprint? Yes The introduction explains the objective by setting up a gap and then...

Sneh Pankajbhai Vora · 0 citations
#small language model Open access Sep 2026

PREreview of "Training Large Language Models for Small-Molecule Design with Synthetic Task Scaling"

This Zenodo record is a permanently preserved version of a PREreview. You can view the complete PREreview at https://prereview.org/reviews/22662611. Review of "Training Large Language Models for Small-Molecule Design with Synthetic Task Scaling" Summary This preprint asks whether LLMs can be post-trained for expensive,...

Sneh Pankajbhai Vora · 0 citations
#small language model Open access Sep 2026

Structured PREreview of "Training Large Language Models for Small-Molecule Design with Synthetic Task Scaling"

This Zenodo record is a permanently preserved version of a Structured PREreview. You can view the complete PREreview at https://prereview.org/reviews/22662419. Does the introduction explain the objective of the research presented in the preprint? Yes The introduction explains the objective by setting up a gap and then...

Sneh Pankajbhai Vora · 0 citations
#generative ai Open access Sep 2026

PREreview of "Training Large Language Models for Small-Molecule Design with Synthetic Task Scaling"

This Zenodo record is a permanently preserved version of a PREreview. You can view the complete PREreview at https://prereview.org/reviews/22662611. Review of "Training Large Language Models for Small-Molecule Design with Synthetic Task Scaling" Summary This preprint asks whether LLMs can be post-trained for expensive,...

Sneh Pankajbhai Vora · 0 citations

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