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
File size: 243 Bytes
c11cf49 | 1 2 3 4 5 6 7 8 9 10 11 | [
{
"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
}
] |