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deepspeed.json

+{
+    "train_micro_batch_size_per_gpu": "auto",
+    "train_batch_size": "auto",
+    "zero_allow_untested_optimizer": true,
+    "fp16": {
+      "enabled": "auto",
+      "loss_scale": 0,
+      "initial_scale_power": 16,
+      "loss_scale_window": 1000,
+      "hysteresis": 2,
+      "min_loss_scale": 2
+    },
+    "zero_force_ds_cpu_optimizer": true,
+    "zero_optimization": {
+      "stage": 3,
+    "stage3_gather_16bit_weights_on_model_save": false,
+    "allgather_partitions": true,
+    "allgather_bucket_size": 5e8,
+    "overlap_comm": false,
+    "reduce_scatter": true,
+    "reduce_bucket_size": 5e8,
+    "contiguous_gradients" : true
+    }
+  }