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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 / composer_replication /diloco /serverless /tests
81.4 kB
Ctrl+K
Ctrl+K
  • 4 contributors
History: 8 commits
Baladithya Balamurugan
Wave 20: close F4 s3:// gap β€” live-S3 DiLoCo allreduce smoke (AWS_SMOKE-gated)
bd37412 2 days ago
  • __init__.py
    0 Bytes
    Wave 13: serverless DiLoCo + replaysim normalization + 3 distillation losses + PRIME-RL + Monarch 17 days ago
  • test_eks_executor.py
    23.2 kB
    Wave 2: 4 new modules (kill-switch, EKS/SageMaker executors, DockerSandbox) + B4/B7 completion 2 days ago
  • test_modal_spawn_executor.py
    15 kB
    Wave 20: ModalSpawnExecutor β€” finish the Modal-backed serverless executor 14 days ago
  • test_sagemaker_executor.py
    9.74 kB
    Wave 3 cleanup: close deferred-LOW review items R5/R6/R11 2 days ago
  • test_serverless_diloco_integration.py
    13.5 kB
    Wave 14: close every Wave 13 review finding + 4 documentation files; Wave 14b: real PRIME-RL parity + multi-process DiLoCo convergence 17 days ago
  • test_serverless_local.py
    15.5 kB
    Wave 20: close F4 s3:// gap β€” live-S3 DiLoCo allreduce smoke (AWS_SMOKE-gated) 2 days ago
  • test_skeleton_executors.py
    4.52 kB
    Wave 18: 14 backlog items closed + 3-reviewer cross-family review 16 days ago