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configs/accelerate_config.yaml

@@ -5,10 +5,7 @@ compute_environment: LOCAL_MACHINE
 distributed_type: DEEPSPEED
 deepspeed_config:
   deepspeed_config_file: /home/adminuser/chungcat/configs/deepspeed_zero3.json
-  zero3_init_flag: true
-  zero3_save_16bit_model: true
 num_machines: 1
 num_processes: 2
-mixed_precision: bf16
 gpu_ids: all
 use_cpu: false

configs/deepspeed_zero3.json

@@ -3,17 +3,14 @@
     "enabled": true
   },
   "zero_optimization": {
-    "stage": 3,
+    "stage": 2,
     "overlap_comm": true,
     "contiguous_gradients": true,
     "reduce_bucket_size": 5e7,
-    "stage3_prefetch_bucket_size": 4e7,
-    "stage3_param_persistence_threshold": 1e5,
-    "stage3_gather_16bit_weights_on_model_save": true,
-    "sub_group_size": 1e9
+    "allgather_bucket_size": 5e7
   },
   "gradient_accumulation_steps": 4,
   "gradient_clipping": 1.0,
-  "train_micro_batch_size_per_gpu": 4,
+  "train_micro_batch_size_per_gpu": 2,
   "wall_clock_breakdown": false
 }