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Independent publisher

Sean Ma

seanmamasde

Reinforcement learning, LLM, Imitation Learning

Models in Library1
Datasets in Library0
Models on Hugging Face5
Followers10

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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.

Published tasks: Text generation.

Reported licenses: mit. Open a record to review its specific license and conditions.

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

Model · Text generation

gemma4_ssset

Sean Ma

Rule-SFT and RL LoRA adapters for budgeted Salem-Spencer set construction. This repository contains adapters and tokenizer files; base weights and optimizer states are not included. This is the pre-trained, non-IT base. The original model is distributed under its upstream Apache-2.0 terms; see its model card and license link. Pinned raw base -> apply and merge sft/ -> apply the selected rl/ adapter. The RL adapters were trained against the SFT-merged reference. Applying an RL adapter directly to the raw Google base skips the SFT update and produces a different model. Each RL adapter intentionally leaves automatic base selection unset; supply the reconstructed SFT-merged model explicitly as…

Access requested at publisher mit peft