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Independent publisher

Ishaan Panigrahi

Vivid824

Models in Library1
Datasets in Library0
Models on Hugging Face10
Followers—

Compare the published evidence

This profile connects the 1 model and dataset record shown below to their upstream cards and sources. The library counts describe SAVRN's coverage, rather than this publisher's entire output.

Compare model specifications, source dates, and hardware estimates on the individual records. Publisher identity verification is separate from a model's quality, deployment readiness, or suitability for your work.

Models

Public reproducibility artifacts for the seed-42 SIP program: Matched-IP25, Augmented CleanReplay, and the controlled codebook experiment. Work is ongoing; files being present do not establish a scientific success or a completed program. Adapters require the exact base model/revision specified in their recipe and adapter configuration. Base weights are not included. Follow the corresponding base model's license and use restrictions; this repository does not relicense third-party materials. Model outputs are research data and may contain unwanted, harmful, invalid, or otherwise unreliable advice. Do not use these research checkpoints as production assistants. - preserved/worker1 and…

Open weights peft