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
| { | |
| "mode": "train", | |
| "run_id": "shaer_grpo_20260411_223409", | |
| "run_dir": "/root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_223409", | |
| "created_at_utc": "2026-04-11T22:36:28Z", | |
| "chain_id": "shaer_grpo_20260411_192107", | |
| "root_run_id": "shaer_grpo_20260411_192107", | |
| "parent_run_id": "shaer_grpo_20260411_192107", | |
| "parent_run_dir": "/root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260411_192107", | |
| "run_sequence_index": 1, | |
| "dataset_id": "Shaer-AI/ashaar-enhanced-desc-baseform-final-sft-lte20-min500-splits-grpo-meter-count-v1", | |
| "dataset_source_id": "Shaer-AI/ashaar-with-enhanced-descriptions-baseform-final-sft-lte20-min500-splits", | |
| "phase1_max_bayts": "20", | |
| "allowed_meters": [], | |
| "base_model_id": "Navid-AI/Yehia-7B-preview", | |
| "sft_adapter_repo": "Shaer-AI/Shaer-adapters", | |
| "sft_adapter_mode": "fresh_sft/train", | |
| "reward_weights": { | |
| "meter": 0.0, | |
| "count_adherence": 0.0, | |
| "arabic_clean": 0.0, | |
| "repeat_penalty": 0.0, | |
| "total_composite": 1.0 | |
| }, | |
| "model_meta": { | |
| "adapter_path": "/root/.cache/huggingface/hub/models--Shaer-AI--Shaer-adapters/snapshots/0df03eedae8d0e6a37be2165852e619f20a966a4/adapters/fresh_sft/train/latest", | |
| "load_in_4bit_requested": true, | |
| "load_in_4bit_effective": false, | |
| "vllm_colocate_runtime": true, | |
| "total_params": 7160467456, | |
| "trainable_params": 159907840, | |
| "trainable_ratio": 0.022332039211491392, | |
| "source": "snapshot", | |
| "mode": "fresh_sft/train", | |
| "snapshot_root": "/root/.cache/huggingface/hub/models--Shaer-AI--Shaer-adapters/snapshots/0df03eedae8d0e6a37be2165852e619f20a966a4", | |
| "manifest_path": "manifests/fresh_sft/train/latest.json", | |
| "adapter_repo": "Shaer-AI/Shaer-adapters" | |
| }, | |
| "timestamp_utc": "2026-04-12T03:45:00Z", | |
| "config_fingerprint": "dddf85cc86110a84f67b563540177d5e59b5c500695e99fe984dfc39dac36c3f", | |
| "global_step": 3300, | |
| "output_repo": "Shaer-AI/Shaer-adapters-grpo" | |
| } |