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Compare metrics between two wandb runs (new vs old format). Use when comparing DPO training runs to verify metric consistency.
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| name | compare-wandb-runs |
| description | Compare metrics between two wandb runs (new vs old format). Use when comparing DPO training runs to verify metric consistency. |
| allowed-tools | Bash(uv run python scripts/compare_wandb_runs.py*) |
Compare metrics between two wandb runs using the compare_wandb_runs.py script.
uv run python scripts/compare_wandb_runs.py --new-run <new_run_path> --old-run <old_run_path>
--new-run: The new run path (e.g., ai2-llm/open_instruct_internal/mmkz9dca)--old-run: The old run path (e.g., ai2-llm/open_instruct_internal/fqtszuhd)--rtol: Relative tolerance for comparison (default: 1e-5)--atol: Absolute tolerance for comparison (default: 1e-8)Compare two runs:
uv run python scripts/compare_wandb_runs.py --new-run "ai2-llm/open_instruct_internal/mmkz9dca" --old-run "ai2-llm/open_instruct_internal/fqtszuhd"
Compare with custom tolerances:
uv run python scripts/compare_wandb_runs.py --new-run "ai2-llm/open_instruct_internal/abc123" --old-run "ai2-llm/open_instruct_internal/def456" --rtol 1e-3 --atol 1e-6