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schema_version: 1
resources:
  flm_lm1b_hf:
    id: flm_lm1b_hf
    backend: huggingface
    provenance: official
    teacher_family: continuous_flm
    destination: official/flm/lm1b
    license: apache-2.0
    terms_url: https://huggingface.co/david3684/FLM-B-LM1B
    digest: {policy: capture_after_download}
    required_files: [config.json, model.safetensors]
    source:
      repo_id: david3684/FLM-B-LM1B
      revision: cd0ca433d11d9392494de8122f3b63cc996fd4ce
      allow_patterns: [README.md, config.json, model.safetensors]
  fmlm_lm1b_hf:
    id: fmlm_lm1b_hf
    backend: huggingface
    provenance: official
    teacher_family: continuous_flm
    destination: official/fmlm/lm1b
    license: apache-2.0
    terms_url: https://huggingface.co/david3684/FMLM-B-LM1B
    digest: {policy: capture_after_download}
    required_files: [config.json, model.safetensors]
    source:
      repo_id: david3684/FMLM-B-LM1B
      revision: 356592ce2d9af4adbf9d7b55e8e00bbfb37eb4c8
      allow_patterns: [README.md, config.json, model.safetensors]
  flm_owt_hf:
    id: flm_owt_hf
    backend: huggingface
    provenance: official
    teacher_family: continuous_flm
    destination: official/flm/owt
    license: apache-2.0
    terms_url: https://huggingface.co/david3684/FLM-B-OWT
    digest: {policy: capture_after_download}
    required_files: [config.json, model.safetensors]
    source:
      repo_id: david3684/FLM-B-OWT
      revision: 624471b934fdd0421757d62290f7e639f32566d3
      allow_patterns: [README.md, config.json, model.safetensors]
  fmlm_owt_hf:
    id: fmlm_owt_hf
    backend: huggingface
    provenance: official
    teacher_family: continuous_flm
    destination: official/fmlm/owt
    license: apache-2.0
    terms_url: https://huggingface.co/david3684/FMLM-B-OWT
    digest: {policy: capture_after_download}
    required_files: [config.json, model.safetensors]
    source:
      repo_id: david3684/FMLM-B-OWT
      revision: 483ea1b38bba56632cd40dc5a3c70a2340bb4946
      allow_patterns: [README.md, config.json, model.safetensors]
  langflow_owt_hf:
    id: langflow_owt_hf
    backend: huggingface
    provenance: official
    teacher_family: continuous_langflow
    destination: official/langflow/owt
    license: apache-2.0
    terms_url: https://huggingface.co/Continuous-Rivals-Discrete/langflow-owt
    digest: {policy: capture_after_download}
    required_files: [config.json, config.py, model.py, model.safetensors]
    source:
      repo_id: Continuous-Rivals-Discrete/langflow-owt
      revision: a08f933dd337d52762fec5ef7d60c131896cc341
      allow_patterns: [README.md, __init__.py, config.json, config.py, model.py, model.safetensors]
  langflow_lm1b_hf:
    id: langflow_lm1b_hf
    backend: huggingface
    provenance: official
    teacher_family: continuous_langflow
    destination: official/langflow/lm1b
    license: apache-2.0
    terms_url: https://huggingface.co/Continuous-Rivals-Discrete/langflow-lm1b
    digest: {policy: capture_after_download}
    required_files: [config.json, config.py, model.py, model.safetensors]
    source:
      repo_id: Continuous-Rivals-Discrete/langflow-lm1b
      revision: d5d395d9bdf01f697ba8830110e3e78c63d77cb5
      allow_patterns: [README.md, __init__.py, config.json, config.py, model.py, model.safetensors]
  duo_owt_hf:
    id: duo_owt_hf
    backend: huggingface
    provenance: official
    teacher_family: uniform_duo
    destination: official/duo/owt
    license: apache-2.0
    terms_url: https://huggingface.co/s-sahoo/duo
    digest: {policy: capture_after_download}
    required_files: [config.json, config.py, model.py, model.safetensors]
    source:
      repo_id: s-sahoo/duo
      revision: ef8ad7a25a4bf9624306230913dd7ae5cb2a00bd
      allow_patterns: [README.md, config.json, config.py, model.py, model.safetensors]
  duo_dcd_owt_hf:
    id: duo_dcd_owt_hf
    backend: huggingface
    provenance: official
    teacher_family: uniform_duo
    destination: official/duo_dcd/owt
    license: apache-2.0
    terms_url: https://huggingface.co/s-sahoo/duo-distilled
    digest: {policy: capture_after_download}
    required_files: [config.json, config.py, model.py, model.safetensors]
    source:
      repo_id: s-sahoo/duo-distilled
      revision: 08ee71faabfc0e2eaaa6cb1833ed3a486931ef2b
      allow_patterns: [README.md, config.json, config.py, model.py, model.safetensors]
  mdlm_owt_hf:
    id: mdlm_owt_hf
    backend: huggingface
    provenance: official
    teacher_family: masked_mdlm
    destination: official/mdlm/owt
    license: apache-2.0
    terms_url: https://huggingface.co/kuleshov-group/mdlm-owt
    digest: {policy: capture_after_download}
    required_files: [config.json, configuration_mdlm.py, modeling_mdlm.py, model.safetensors]
    source:
      repo_id: kuleshov-group/mdlm-owt
      revision: d0958fa851335ece6c15260ce0025f030673c0fb
      allow_patterns: [README.md, config.json, configuration_mdlm.py, modeling_mdlm.py, model.safetensors]
  sdtt_owt_hf:
    id: sdtt_owt_hf
    backend: huggingface
    provenance: official
    teacher_family: masked_mdlm
    destination: official/mdlm_sdtt/owt
    license: apache-2.0
    terms_url: https://huggingface.co/jdeschena/sdtt/tree/baselines_kld_step_70000
    digest: {policy: capture_after_download}
    required_files: [config.json, model.safetensors]
    source:
      repo_id: jdeschena/sdtt
      revision: c84bdf45ce3a80f5a70bb09548093f1c8f2ac7a7
      allow_patterns: [config.json, model.safetensors]
    note: Final round-7 KLD baseline student from the masked MDLM teacher.
  flm_lm1b_reproductions:
    id: flm_lm1b_reproductions
    backend: gdrive
    provenance: reference_reproduction
    teacher_family: mixed_baselines
    destination: reference_reproduction/flm_baselines/lm1b
    license: upstream-not-specified
    terms_url: https://github.com/david3684/flm/blob/a1918d5164e5038e37d0b7a4fb2010ce75b863b3/README.md
    digest: {policy: capture_after_download}
    required_files: [lm1b_CANDI.ckpt, lm1b_Duo.ckpt, lm1b_MDLM_.ckpt]
    source:
      folder_id: 1TJO3aFWqI7ukbmjciZ6krAUFlAak1itl
      expected_files:
        lm1b_CANDI.ckpt: 19TbJu1VHWX5EHqE8Si4xWqBhJlTqaGjf
        lm1b_Duo.ckpt: 1yHtaYrLX34rS5tu9V1SKF5NvwTVxPWoF
        lm1b_MDLM_.ckpt: 1jp6Jka8tQJJ9zljihdLErokFp9TDvlsl
    note: Supplemental reproduction folder; cells remain recipe-backed until server lock inspection proves exact filenames and teacher families.
  duo_raw_owt_drive:
    id: duo_raw_owt_drive
    backend: gdrive
    provenance: official
    teacher_family: uniform_duo
    destination: official/duo/raw_owt
    license: apache-2.0-code-checkpoint-terms-upstream
    terms_url: https://github.com/s-sahoo/duo/blob/7c9b498f5b717de064d6fad7e2509c866e6cb620/README.md
    digest: {policy: capture_after_download}
    required_files: [duo-distilled.ckpt, duo.ckpt]
    source:
      folder_id: 1JpqFM8XRvifwIkjWPfMyuDvu41r1yk0t
      expected_files:
        duo-distilled.ckpt: 1WaF4ITJ24rl6JhIYKfrA4FWvXaAPZjJL
        duo.ckpt: 1SbslPVBrSWrN3V3TlngjcLapROa74o0_
    note: Official finetunable raw OWT checkpoint folder; HF snapshots remain canonical for evaluation.
  rdlm_lm1b_drive:
    id: rdlm_lm1b_drive
    backend: gdrive
    provenance: official
    teacher_family: continuous_rdlm
    destination: official/rdlm/lm1b
    license: upstream-not-specified
    terms_url: https://github.com/harryjo97/RDLM/blob/67443aa6a2d0fa981eb7c6105f9cbc563e59c5c1/README.md
    digest: {policy: capture_after_download}
    required_files:
      - LM1B/checkpoint.pth
      - LM1B/config.yaml
      - LM1B/sde.pkl
      - Text8/checkpoint.pth
      - Text8/config.yaml
      - Text8/sde.pkl
    source:
      folder_id: 1aDTZtPIxAxQrkaRSahjuWbkxX1OYq9CC
      expected_files:
        LM1B/checkpoint.pth: 1zAqP-DtZigoiChpNfgJgJobKIZ9VOaro
        LM1B/config.yaml: 1-rXPglhh3BqDQ0XlQqQ0wN8Gu2iNg5KU
        LM1B/sde.pkl: 1I2yLxRSOk4jlBryFhwOfJ6L3UBmljwl_
        Text8/checkpoint.pth: 17x9jd44hfUuhByh9XsZEeClwSnsCNQIY
        Text8/config.yaml: 158JPIYFGm5cBRlQ2ZmY__9t4UYl9-CQl
        Text8/sde.pkl: 1M3mzJFCOnXsQF9MKfrUGcn8sAbKtaLBh
    note: Folder also contains Text8; server lock records the observed LM1B checkpoint, config, and SDE files.
  di4c_mdlm_owt_zenodo:
    id: di4c_mdlm_owt_zenodo
    backend: zenodo
    provenance: official
    teacher_family: masked_mdlm
    destination: official/mdlm_di4c/owt
    license: zenodo-record-terms
    terms_url: https://zenodo.org/records/15124163
    digest: {policy: capture_after_download}
    required_files: [sdtt7-di4c2.ckpt]
    source:
      record_id: 15124163
      files: [sdtt7-di4c2.ckpt]
      published_checksums:
        sdtt7-di4c2.ckpt: md5:b55b961b1f0d7f2ed55539452875ec15
    note: Masked SDTT/MDLM teacher release only; never valid for Duo/uniform Di4C cells.
recipes:
  flm_lm1b_official_ckpt:
    model: flm
    dataset: lm1b
    provenance: official
    teacher_family: continuous_flm
    source: flm
    source_commit: a1918d5164e5038e37d0b7a4fb2010ce75b863b3
    command: >-
      gdown --folder https://drive.google.com/drive/folders/1fNAx4LP2RwPBdqDQFQ_gRrYZI9u3Vq15
      -O downloads/flm_official_ckpt && mkdir -p checkpoints/official/flm_ckpt/lm1b
      && cp downloads/flm_official_ckpt/lm1b_flm.ckpt
      checkpoints/official/flm_ckpt/lm1b/lm1b_flm.ckpt
    output: checkpoints/official/flm_ckpt/lm1b
    sampling_checkpoint: lm1b_flm.ckpt
    note: Official FLM Lightning checkpoint staged from the author's public Drive release.
  flm_owt_official_ckpt:
    model: flm
    dataset: owt
    provenance: official
    teacher_family: continuous_flm
    source: flm
    source_commit: a1918d5164e5038e37d0b7a4fb2010ce75b863b3
    command: >-
      gdown --folder https://drive.google.com/drive/folders/1fNAx4LP2RwPBdqDQFQ_gRrYZI9u3Vq15
      -O downloads/flm_official_ckpt && mkdir -p checkpoints/official/flm_ckpt/owt
      && cp downloads/flm_official_ckpt/owt_flm.ckpt
      checkpoints/official/flm_ckpt/owt/owt_flm.ckpt
    output: checkpoints/official/flm_ckpt/owt
    sampling_checkpoint: owt_flm.ckpt
    note: Official FLM Lightning checkpoint staged from the author's public Drive release.
  fmlm_lm1b_official_ckpt:
    model: fmlm
    dataset: lm1b
    provenance: official
    teacher_family: continuous_flm
    source: flm
    source_commit: a1918d5164e5038e37d0b7a4fb2010ce75b863b3
    command: >-
      gdown --folder https://drive.google.com/drive/folders/1fNAx4LP2RwPBdqDQFQ_gRrYZI9u3Vq15
      -O downloads/flm_official_ckpt && mkdir -p checkpoints/official/fmlm_ckpt/lm1b
      && cp downloads/flm_official_ckpt/lm1b_fmlm.ckpt
      checkpoints/official/fmlm_ckpt/lm1b/lm1b_fmlm.ckpt
    output: checkpoints/official/fmlm_ckpt/lm1b
    sampling_checkpoint: lm1b_fmlm.ckpt
    note: Official FMLM Lightning checkpoint staged from the author's public Drive release.
  fmlm_owt_official_ckpt:
    model: fmlm
    dataset: owt
    provenance: official
    teacher_family: continuous_flm
    source: flm
    source_commit: a1918d5164e5038e37d0b7a4fb2010ce75b863b3
    command: >-
      gdown --folder https://drive.google.com/drive/folders/1fNAx4LP2RwPBdqDQFQ_gRrYZI9u3Vq15
      -O downloads/flm_official_ckpt && mkdir -p checkpoints/official/fmlm_ckpt/owt
      && cp downloads/flm_official_ckpt/owt_fmlm.ckpt
      checkpoints/official/fmlm_ckpt/owt/owt_fmlm.ckpt
    output: checkpoints/official/fmlm_ckpt/owt
    sampling_checkpoint: owt_fmlm.ckpt
    note: Official FMLM Lightning checkpoint staged from the author's public Drive release.
  candi_owt:
    model: candi
    dataset: owt
    provenance: reference_reproduction
    teacher_family: hybrid_candi
    source: candi
    source_commit: cd57ae9eec98d6ac71cd52bdc50eeec8dfd70f91
    command: >-
      bash scripts/train/candi.sh --source upstreams/candi --dataset owt
      --output checkpoints/reference_reproduction/candi/owt
    output: checkpoints/reference_reproduction/candi/owt
    sampling_checkpoint: model.ckpt
    sampling_config: config.yaml
    note: Explicit prerequisite for the project-owned Task 12 wrapper; the upstream site-specific Slurm job is not invoked directly.
  duo_dcd_lm1b:
    model: duo_dcd
    dataset: lm1b
    provenance: reference_reproduction
    teacher_family: uniform_duo
    source: duo
    source_commit: 7c9b498f5b717de064d6fad7e2509c866e6cb620
    command: >-
      bash scripts/distill/duo_dcd.sh --source upstreams/duo --dataset lm1b
      --teacher checkpoints/reference_reproduction/flm_baselines/lm1b/lm1b_Duo.ckpt
      --output checkpoints/reference_reproduction/duo_dcd/lm1b
      --rounds 8 --steps-per-round 10000 --global-batch-size 128
      --learning-rate 6e-5
    output: checkpoints/reference_reproduction/duo_dcd/lm1b
    sampling_checkpoint: model.ckpt
    sampling_config: config.yaml
    prerequisites: [flm_lm1b_reproductions]
    note: Explicit prerequisite for the project-owned Task 12 wrapper; do not substitute the OWT distilled snapshot or alter the reference schedule.
  duo_di4c_lm1b:
    model: duo_di4c
    dataset: lm1b
    provenance: reference_reproduction
    teacher_family: uniform_duo
    source: di4c
    source_commit: ac61ff9fe8e85120f9e1d2a8c5a332f8b8353dd3
    teacher_adapter: uniform_to_absorbing
    command: >-
      bash scripts/distill/di4c.sh --model duo_di4c --dataset lm1b
      --teacher-family uniform_duo
      --teacher-checkpoint checkpoints/reference_reproduction/flm_baselines/lm1b/lm1b_Duo.ckpt
      --output checkpoints/reference_reproduction/duo_di4c/lm1b
      --student-init teacher
      --upstream-override is_di4c=true
    output: checkpoints/reference_reproduction/duo_di4c/lm1b
    sampling_checkpoint: student_checkpoints/20000.ckpt
    sampling_config: config.yaml
    prerequisites: [flm_lm1b_reproductions]
    note: Task 12's repository wrapper must adapt the uniform Duo vocabulary/head to the absorbing Di4C shape; Zenodo SDTT files are forbidden substitutes.
  duo_di4c_owt:
    model: duo_di4c
    dataset: owt
    provenance: reference_reproduction
    teacher_family: uniform_duo
    source: di4c
    source_commit: ac61ff9fe8e85120f9e1d2a8c5a332f8b8353dd3
    teacher_adapter: uniform_to_absorbing
    command: >-
      bash scripts/distill/di4c.sh --model duo_di4c --dataset owt
      --teacher-family uniform_duo
      --teacher-checkpoint checkpoints/official/duo/raw_owt/duo.ckpt
      --output checkpoints/reference_reproduction/duo_di4c/owt
      --student-init hf_small
      --upstream-override is_di4c=true
    output: checkpoints/reference_reproduction/duo_di4c/owt
    sampling_checkpoint: student_checkpoints/50000.ckpt
    sampling_config: config.yaml
    prerequisites: [duo_raw_owt_drive]
    note: Task 12's repository wrapper must adapt the uniform Duo vocabulary/head to the absorbing Di4C shape; never relabel the masked-teacher Zenodo checkpoint.
  mdlm_sdtt_lm1b:
    model: mdlm_sdtt
    dataset: lm1b
    provenance: reference_reproduction
    teacher_family: masked_mdlm
    source: sdtt
    source_commit: 1150985e90b8f2d5749e4469d5154eff9ec922c4
    teacher_adapter: masked_to_absorbing
    command: >-
      bash scripts/distill/mdlm_sdtt.sh --model mdlm_sdtt --dataset lm1b
      --teacher-family masked_mdlm
      --teacher-checkpoint checkpoints/reference_reproduction/flm_baselines/lm1b/lm1b_MDLM_.ckpt
      --output checkpoints/reference_reproduction/mdlm_sdtt/lm1b
    output: checkpoints/reference_reproduction/mdlm_sdtt/lm1b
    sampling_checkpoint: student_checkpoints/70000.ckpt
    sampling_config: config.yaml
    prerequisites: [flm_lm1b_reproductions]
    note: Task 12's repository wrapper must adapt the BERT masked teacher to the absorbing SDTT shape; the upstream loader is not shape-compatible directly.
  mdlm_di4c_lm1b:
    model: mdlm_di4c
    dataset: lm1b
    provenance: reference_reproduction
    teacher_family: masked_mdlm
    source: di4c
    source_commit: ac61ff9fe8e85120f9e1d2a8c5a332f8b8353dd3
    teacher_adapter: masked_to_absorbing
    command: >-
      bash scripts/distill/di4c.sh --model mdlm_di4c --dataset lm1b
      --teacher-family masked_mdlm
      --teacher-checkpoint checkpoints/reference_reproduction/flm_baselines/lm1b/lm1b_MDLM_.ckpt
      --output checkpoints/reference_reproduction/mdlm_di4c/lm1b
      --student-init teacher
      --upstream-override is_di4c=true
    output: checkpoints/reference_reproduction/mdlm_di4c/lm1b
    sampling_checkpoint: student_checkpoints/20000.ckpt
    sampling_config: config.yaml
    prerequisites: [flm_lm1b_reproductions]
    note: Task 12's repository wrapper must adapt the BERT masked teacher to the absorbing Di4C shape; Zenodo contains OWT students only.
coverage:
  - {model: langflow, dataset: lm1b, resource: langflow_lm1b_hf}
  - {model: langflow, dataset: owt, resource: langflow_owt_hf}
  - {model: duo, dataset: lm1b, resource: flm_lm1b_reproductions, path: lm1b_Duo.ckpt, teacher_family: uniform_duo}
  - {model: duo, dataset: owt, resource: duo_owt_hf}
  - {model: duo_dcd, dataset: owt, resource: duo_dcd_owt_hf}
  - {model: mdlm, dataset: lm1b, resource: flm_lm1b_reproductions, path: lm1b_MDLM_.ckpt, teacher_family: masked_mdlm}
  - {model: mdlm, dataset: owt, resource: mdlm_owt_hf}
  - {model: candi, dataset: lm1b, resource: flm_lm1b_reproductions, path: lm1b_CANDI.ckpt, teacher_family: hybrid_candi}
  - {model: rdlm, dataset: lm1b, resource: rdlm_lm1b_drive}
  - model: mdlm_sdtt
    dataset: owt
    resource: sdtt_owt_hf
    sampling_config: config.json
    sampling_config_source: resource
  - model: mdlm_di4c
    dataset: owt
    resource: di4c_mdlm_owt_zenodo
    sampling_config: configs/sampling/di4c_mdlm_owt.yaml
    sampling_config_source: project
    sampling_config_sha256: cf627f89b8dede9b25ac8e10407c3b7de203a76c4ba84100723287e571dcec34
    sampling_config_source_commit: ac61ff9fe8e85120f9e1d2a8c5a332f8b8353dd3