MCTD lightweight checkpoints

Only MCTD Wa/action-head weights are provided, not Qwen base-model weights. Use with the matching MCTD github_release code and Qwen3-1.7B. resources.json pins every file's destination, byte count and SHA-256.

  • initialization.tar.gz: the existing student-dependent Wa initialization and historical expert-SFT action-head warm start. The head is not random.
  • alfworld-latent-sft-k4.tar.gz: the historical ALFWorld action-head-only latent-SFT checkpoint, k=4, packaged as a portable run at experiments/pretrained/alfworld/latent-sft-k4. Wa remained fixed in that training. It supports evaluation and initialization of a new OPD run.

The portable run has minimal evaluation/configuration metadata and weights. It is not a full training-history archive: optimizer/scheduler/RNG state is not included, so resuming the old optimizer run is unsupported. No new training or evaluation is claimed by publication.

Download with:

python scripts/download_resources.py --environment alfworld --with-pretrained

Command tables, including the original table matched to the historical SFT checkpoint, are in oosnow/mctd-data. Do not substitute a differently ordered vocabulary. Fetch the public base model from Qwen/Qwen3-1.7B, respecting its upstream terms. This card does not grant a blanket license over third-party model derivatives. Load serialized weights only from trusted sources; the downloader verifies their published checksums.

Habitat initialization (2026-09-09)

eb-habitat-initialization-20260909.tar.gz installs resources/eb-habitat-action-head.pt (4,222,551 bytes). This is a seeded random, untrained Habitat head, seed 42, compatible with Qwen3-1.7B. It is not a trained SFT or OPD result. The existing shared Wa initializer remains in initialization.tar.gz.

python scripts/download_resources.py --environment eb-habitat downloads both required initializers. No new Qwen backbone copy is uploaded. No new trained Habitat checkpoint or success-rate claim is implied by this resource release.

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