Reinforcement Learning
Transformers
English
post-training
distillation
agentic-coding
composer-2.5
cursor
kimi-k2
grpo
dapo
diloco
openenv
trl
verl
research
methodology
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
| [ | |
| { | |
| "mode": "hyperresearch-v8", | |
| "run_id": "2026-06-09-socratic-mcts-swe-worldmodel-8f6dea", | |
| "loci_count": 5, | |
| "critical_findings_applied": 17, | |
| "critical_findings_skipped": 0, | |
| "polish_escalations": 0, | |
| "final_word_count": 9207 | |
| } | |
| ] |