diff --git "a/modded-nanogpt-train.16700835.err" "b/modded-nanogpt-train.16700835.err"
new file mode 100644--- /dev/null
+++ "b/modded-nanogpt-train.16700835.err"
@@ -0,0 +1,47 @@
+++ head -n 1
+++ scontrol show hostnames g061
++ export MASTER_ADDR=g061
++ MASTER_ADDR=g061
++++ tail -c 4
++++ echo -n 16700835
+++ expr 10000 + 0835
++ export MASTER_PORT=10835
++ MASTER_PORT=10835
++ export RANK=0
++ RANK=0
++ export WORLD_SIZE=1
++ WORLD_SIZE=1
++ echo 'SLURM Job ID: 16700835'
++ echo 'SLURM Node List: g061'
++ echo 'SLURM Number of Nodes: 1'
++ echo 'SLURM Number of Tasks: 1'
++ echo 'SLURM Tasks per Node: 1'
++ echo 'SLURM Local ID: 0'
++ echo 'SLURM Procedure ID: 0'
++ echo 'SLURM Node ID: 0'
++ echo 'MASTER_ADDR: g061'
++ echo 'MASTER_PORT: 10835'
++ echo 'RANK: 0'
++ echo 'WORLD_SIZE: 1'
++ echo 'CUDA_VISIBLE_DEVICES: 0'
++ cd /home/henrycastillo/modded-nanogpt
++ ./run.sh
+/tmp/job.16700835/torchinductor_henrycastillo/4p/c4poa4cjpk5umc22d6bca6ko72veelb6kbqznwhzaqd5kvlwop7v.py:538: UserWarning: Logical operators 'and' and 'or' are deprecated for non-scalar tensors; please use '&' or '|' instead
+  scatter_mask = offs_m2[:, None] < Q_LEN and offs_n2[None, :] < KV_LEN
+UserWarning: Enable tracemalloc to get the object allocation traceback
+/tmp/job.16700835/torchinductor_henrycastillo/4p/c4poa4cjpk5umc22d6bca6ko72veelb6kbqznwhzaqd5kvlwop7v.py:538: UserWarning: Logical operators 'and' and 'or' are deprecated for non-scalar tensors; please use '&' or '|' instead
+  scatter_mask = offs_m2[:, None] < Q_LEN and offs_n2[None, :] < KV_LEN
+UserWarning: Enable tracemalloc to get the object allocation traceback
+/tmp/job.16700835/torchinductor_henrycastillo/4p/c4poa4cjpk5umc22d6bca6ko72veelb6kbqznwhzaqd5kvlwop7v.py:538: UserWarning: Logical operators 'and' and 'or' are deprecated for non-scalar tensors; please use '&' or '|' instead
+  scatter_mask = offs_m2[:, None] < Q_LEN and offs_n2[None, :] < KV_LEN
+UserWarning: Enable tracemalloc to get the object allocation traceback
+/tmp/job.16700835/torchinductor_henrycastillo/4p/c4poa4cjpk5umc22d6bca6ko72veelb6kbqznwhzaqd5kvlwop7v.py:538: UserWarning: Logical operators 'and' and 'or' are deprecated for non-scalar tensors; please use '&' or '|' instead
+  scatter_mask = offs_m2[:, None] < Q_LEN and offs_n2[None, :] < KV_LEN
+UserWarning: Enable tracemalloc to get the object allocation traceback
+
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+Traceback (most recent call last):
+  File "/scratch/user/henrycastillo/modded-nanogpt/train_gpt_medium.py", line 807, in <module>
+    main()
+  File "/scratch/user/henrycastillo/modded-nanogpt/train_gpt_medium.py", line 797, in main
+    print0(
+TypeError: main.<locals>.print0() got multiple values for argument 'console'