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
Training in progress, step 200
Browse files- adapter_model.safetensors +1 -1
- all_generations.jsonl +2 -2
- checkpoint_events.jsonl +2 -0
- metrics.csv +52 -0
- metrics.jsonl +0 -0
- plots/arabic_gate_chain.png +2 -2
- plots/arabic_gate_run.png +2 -2
- plots/chain_metrics.jsonl +0 -0
- plots/meter_by_meter_chain.png +2 -2
- plots/meter_by_meter_run.png +2 -2
- plots/reward_panels_eval_chain.png +2 -2
- plots/reward_panels_eval_run.png +2 -2
- plots/reward_panels_train_chain.png +2 -2
- plots/reward_panels_train_run.png +2 -2
- plots/template_quality_chain.png +2 -2
- plots/template_quality_run.png +2 -2
- plotter.log +156 -0
- reward_count_adherence_debug.jsonl +0 -0
- reward_hard_gate_debug.jsonl +0 -0
- reward_judge_quality_debug.jsonl +0 -0
- reward_meter_debug.jsonl +0 -0
- reward_repeat_soft_debug.jsonl +0 -0
- reward_total_composite_debug.jsonl +0 -0
- train.log +52 -0
- train_stdout.log +0 -0
adapter_model.safetensors
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all_generations.jsonl
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checkpoint_events.jsonl
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{"timestamp_utc": "2026-04-12T22:28:39Z", "event_type": "checkpoint_saved", "global_step": 100, "local_checkpoint_dir": "/root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260412_221146/checkpoint-100", "hub_model_id": "Shaer-AI/Shaer-adapters-grpo-short1k-no-trio-v2", "expected_hub_prefix": "last-checkpoint"}
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{"timestamp_utc": "2026-04-12T22:28:39Z", "event_type": "checkpoint_saved", "global_step": 100, "local_checkpoint_dir": "/root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260412_221146/checkpoint-100", "hub_model_id": "Shaer-AI/Shaer-adapters-grpo-short1k-no-trio-v2", "expected_hub_prefix": "last-checkpoint"}
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{"timestamp_utc": "2026-04-12T22:35:28Z", "event_type": "evaluation_completed", "global_step": 150, "metrics": {"eval_loss": NaN, "eval_runtime": 47.3495, "eval_samples_per_second": 1.69, "eval_steps_per_second": 0.211}}
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{"timestamp_utc": "2026-04-12T22:35:31Z", "event_type": "checkpoint_saved", "global_step": 150, "local_checkpoint_dir": "/root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260412_221146/checkpoint-150", "hub_model_id": "Shaer-AI/Shaer-adapters-grpo-short1k-no-trio-v2", "expected_hub_prefix": "last-checkpoint"}
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{"timestamp_utc": "2026-04-12T22:42:33Z", "event_type": "evaluation_completed", "global_step": 200, "metrics": {"eval_loss": NaN, "eval_runtime": 51.3677, "eval_samples_per_second": 1.557, "eval_steps_per_second": 0.195}}
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{"timestamp_utc": "2026-04-12T22:42:36Z", "event_type": "checkpoint_saved", "global_step": 200, "local_checkpoint_dir": "/root/workspace/Shaer/grpo/outputs/train/shaer_grpo_20260412_221146/checkpoint-200", "hub_model_id": "Shaer-AI/Shaer-adapters-grpo-short1k-no-trio-v2", "expected_hub_prefix": "last-checkpoint"}
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metrics.csv
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