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rslp.olmoearth_evals: more eval tasks and use in memory dataset#309

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rslp.olmoearth_evals: more eval tasks and use in memory dataset#309
favyen2 wants to merge 7 commits into
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favyen/20260504-olmoearth-evals

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@favyen2

@favyen2 favyen2 commented May 21, 2026

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  • Add tasks
    • forest_loss_driver (added back, but just do one forward pass instead of special case)
    • hls_burn_scars
    • kenya_intercropping
    • surface_fuels
  • Add new versions of tasks that have fewer samples so evaluation is fast:
    • small_eurosat
    • small_mangrove_ts
    • small_mangrove_mm
    • small_sentinel2_vessel_length
    • small_sentinel2_vessel_type
  • Other changes:
    • Use in memory dataset for tasks that are small enough, to substantially speed up training
    • Clean up the decoders in olmoearth.py to make them more consistent and raise error if invalid decoder is specified

uakfdotb and others added 5 commits May 4, 2026 19:49
Also add timestep and token dropping evaluations.
- small_eurosat
- small_mangrove_base
- small_mangrove_mm
- small_sentinel2_vessel_length
- small_sentinel2_vessel_type
- surface_fuels
- kenya_intercropping
@favyen2 favyen2 requested a review from yawenzzzz May 21, 2026 15:22
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2 participants