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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 / examples
79.9 kB
Ctrl+K
Ctrl+K
  • 2 contributors
History: 7 commits
Codeseys's picture
Codeseys
Wave 19: production-grade SDPO via ComposerDataCollator + adapter + collator fixes
03bf323 about 18 hours ago
  • gsm8k_grpo
    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 1 day ago
  • gsm8k_grpo_with_sdpo
    Wave 17: close all 5 audit FLAGs + SDPO context alignment + serverless re-exports about 24 hours ago
  • qwen_05b_quickstart
    Wave 12: close V1-V8 brief โ€” GPU smoke, SDPO firing, real-trace e2e 1 day ago
  • sdpo_with_real_traces
    Wave 19: production-grade SDPO via ComposerDataCollator + adapter + collator fixes about 18 hours ago
  • sdpo_with_real_traces_production
    Wave 19: production-grade SDPO via ComposerDataCollator + adapter + collator fixes about 18 hours ago
  • README.md
    3.12 kB
    Wave 19: production-grade SDPO via ComposerDataCollator + adapter + collator fixes about 18 hours ago