Instructions to use Shaer-AI-2/Shaer-adapters-grpo with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Shaer-AI-2/Shaer-adapters-grpo with Transformers:
# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("Shaer-AI-2/Shaer-adapters-grpo", device_map="auto") - Notebooks
- Google Colab
- Kaggle
| { | |
| "timestamp_utc": "2026-04-11T17:48:47Z", | |
| "mode": "sanity", | |
| "created_at_utc": "2026-04-11T17:46:58Z", | |
| "run_id": "sanity_20260411_174336", | |
| "run_dir": "/root/workspace/Shaer/grpo/outputs/sanity_check/sanity_20260411_174336", | |
| "chain_id": "sanity_20260411_174336", | |
| "root_run_id": "sanity_20260411_174336", | |
| "parent_run_id": "", | |
| "parent_run_dir": "", | |
| "run_sequence_index": 0, | |
| "output_repo": "Shaer-AI/Shaer-adapters-grpo", | |
| "resume_decision": { | |
| "timestamp_utc": "2026-04-11T17:46:58Z", | |
| "resume_mode": "fresh", | |
| "requested_spec": "", | |
| "result": "fresh", | |
| "reason": "explicit_fresh", | |
| "local_resume_path": null, | |
| "remote_repo": null, | |
| "remote_prefix": null, | |
| "compatibility": "unchecked", | |
| "config_fingerprint": "91c7b4340e889a3a285a9b7b3adb2c6025c061c0e14a1dcaa5a2178c5369cf3b" | |
| }, | |
| "best_model_checkpoint": "/root/workspace/Shaer/grpo/outputs/sanity_check/sanity_20260411_174336/checkpoint-2", | |
| "global_step": 2, | |
| "train_metrics": { | |
| "train_runtime": 29.2695, | |
| "train_samples_per_second": 0.547, | |
| "train_steps_per_second": 0.068, | |
| "total_flos": 0.0, | |
| "train_loss": 0.12583593279123306 | |
| }, | |
| "final_adapter_dir": "/root/workspace/Shaer/grpo/outputs/sanity_check/sanity_20260411_174336/final_adapter" | |
| } |