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LSW142857/Qwen3.5-9B-OPSD-PI-Strong-ckpt15
Qwen3.5-9B-OPSD-PI-Strong-ckpt15 is a image-text-to-text model from LSW142857. Use it for the image-text-to-text task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as apache-2.0.
This is the self-contained Hugging Face model obtained by merging the final Strong-PI OPSD LoRA adapter (checkpoint 15) into Qwen/Qwen3.5-9B with alpha / rank = 128 / 64 = 2.0.
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From the Hugging Face model README
This is the self-contained Hugging Face model obtained by merging the final
Strong-PI OPSD LoRA adapter (checkpoint 15) into Qwen/Qwen3.5-9B with
alpha / rank = 128 / 64 = 2.0.
The run used stage-adaptive privileged information over 512 coding-agent trajectories. PI was routed over EXPLORE, REPRODUCE, DIAGNOSE, EDIT, and VERIFY; SUBMIT remained executable but was masked from the distillation loss.
hf download LSW142857/Qwen3.5-9B-OPSD-PI-Strong-ckpt15 \
--repo-type model \
--local-dir Qwen3.5-9B-OPSD-PI-Strong-ckpt15
The four safetensors shards contain the complete base model plus the merged adapter, so no separate base-model download is required. The model is intended for text coding-agent evaluation. The training-time standalone MTP parameters are not part of the LoRA-only adapter; use target-model decoding (speculative decoding disabled) for the reported evaluation contract.
See MERGED_MODEL_MANIFEST.json for checkpoint provenance and shard checksums.