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Codeseys
/
composer-replication-framework

Reinforcement Learning
Transformers
English
post-training
distillation
agentic-coding
composer-2.5
cursor
kimi-k2
grpo
dapo
diloco
openenv
trl
verl
research
methodology
Model card Files Files and versions
xet
Community

Instructions to use Codeseys/composer-replication-framework with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use Codeseys/composer-replication-framework with Transformers:

    # Load model directly
    from transformers import AutoModel
    model = AutoModel.from_pretrained("Codeseys/composer-replication-framework", dtype="auto")
  • Notebooks
  • Google Colab
  • Kaggle
composer-replication-framework / docs /adrs
46.9 kB
Ctrl+K
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  • 2 contributors
History: 5 commits
Codeseys's picture
Codeseys
Wave 15: 4-angle multi-model self-critique caught 2 math BLOCKERs in primary loss kernels; fixed against upstream byte-for-byte + GSM8K example + ergonomics
e5add15 7 days ago
  • ADR-001-gpu-venue.md
    4.27 kB
    Wave 7: Phase 2-4 of deep work loop โ€” backlog, parallel research, three ADRs 7 days ago
  • ADR-002-trace-source.md
    7.53 kB
    Wave 11: cross-model adversarial review + honest down-revision 7 days ago
  • ADR-003-diloco-impl.md
    5.05 kB
    Wave 7: Phase 2-4 of deep work loop โ€” backlog, parallel research, three ADRs 7 days ago
  • ADR-004-replaysim-normalization.md
    5.76 kB
    Wave 13: serverless DiLoCo + replaysim normalization + 3 distillation losses + PRIME-RL + Monarch 7 days ago
  • ADR-005-serverless-diloco.md
    6.24 kB
    Wave 13: serverless DiLoCo + replaysim normalization + 3 distillation losses + PRIME-RL + Monarch 7 days ago
  • ADR-006-rl-frameworks.md
    5.6 kB
    Wave 13: serverless DiLoCo + replaysim normalization + 3 distillation losses + PRIME-RL + Monarch 7 days ago
  • ADR-007-self-distillation-losses.md
    12.4 kB
    Wave 15: 4-angle multi-model self-critique caught 2 math BLOCKERs in primary loss kernels; fixed against upstream byte-for-byte + GSM8K example + ergonomics 7 days ago