Instructions to use Shaer-AI-2/Shaer-adapters-grpo-short1k-no-trio-v2 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-short1k-no-trio-v2 with Transformers:
# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("Shaer-AI-2/Shaer-adapters-grpo-short1k-no-trio-v2", device_map="auto") - Notebooks
- Google Colab
- Kaggle
| { | |
| "timestamp_utc": "2026-04-13T06:36:22Z", | |
| "mode": "train", | |
| "created_at_utc": "2026-04-12T22:14:08Z", | |
| "run_id": "shaer_grpo_20260412_221146", | |
| "run_dir": "/root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260412_221146", | |
| "chain_id": "shaer_grpo_20260412_221146", | |
| "root_run_id": "shaer_grpo_20260412_221146", | |
| "parent_run_id": "", | |
| "parent_run_dir": "", | |
| "run_sequence_index": 0, | |
| "output_repo": "Shaer-AI/Shaer-adapters-grpo-short1k-no-trio-v2", | |
| "resume_decision": { | |
| "timestamp_utc": "2026-04-12T22:14:08Z", | |
| "resume_mode": "fresh", | |
| "requested_spec": "", | |
| "result": "fresh", | |
| "reason": "explicit_fresh", | |
| "local_resume_path": null, | |
| "remote_repo": null, | |
| "remote_prefix": null, | |
| "compatibility": "unchecked", | |
| "config_fingerprint": "002103f46be89ed6311e30cbbf1952cf127698400c47c48f018bf0a5f0eb1c65" | |
| }, | |
| "best_model_checkpoint": "/root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260412_221146/checkpoint-3200", | |
| "global_step": 3300, | |
| "train_metrics": { | |
| "train_runtime": 30072.346, | |
| "train_samples_per_second": 0.878, | |
| "train_steps_per_second": 0.11, | |
| "total_flos": 0.0, | |
| "train_loss": 0.006711615180229825 | |
| }, | |
| "final_adapter_dir": "/root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260412_221146/final_adapter" | |
| } |