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Alexia Jolicoeur-Martineau
2025-10-08 15:46:46 -04:00
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parent 63be11ec95
commit e7b68717f0
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@@ -59,13 +59,28 @@ python dataset/build_maze_dataset.py # 1000 examples, 8 augments
## Experiments
### ARC-AGI (assuming 4 H-100 GPUs):
### ARC-AGI-1 (assuming 4 H-100 GPUs):
```bash
run_name="pretrain_att_arc12concept_4"
run_name="pretrain_att_arc1concept_4"
torchrun --nproc-per-node 4 --rdzv_backend=c10d --rdzv_endpoint=localhost:0 --nnodes=1 pretrain.py \
arch=trm \
data_paths="[data/arc12concept-aug-1000]" \
data_paths="[data/arc1concept-aug-1000]" \
arch.L_layers=2 \
arch.H_cycles=3 arch.L_cycles=4 \
+run_name=${run_name} ema=True
```
*Runtime:* ~3 days
### ARC-AGI-2 (assuming 4 H-100 GPUs):
```bash
run_name="pretrain_att_arc2concept_4"
torchrun --nproc-per-node 4 --rdzv_backend=c10d --rdzv_endpoint=localhost:0 --nnodes=1 pretrain.py \
arch=trm \
data_paths="[data/arc2concept-aug-1000]" \
arch.L_layers=2 \
arch.H_cycles=3 arch.L_cycles=4 \
+run_name=${run_name} ema=True