Update autotrain.ipynb

autotrain.ipynb

@@ -543,15 +543,16 @@
     "         \"text_encoder_lr\": float(text_encoder_lr),\n",
     "         \"network_module\": network_module,\n",
     "         \"network_dim\": 64,\n",
-    "         \"network_alpha\": 32,\n",
-    "         \"training_comment\": \"sdvn.me\",\n",
+    "         \"network_alpha\": 48,\n",
+    "         \"training_comment\": \"GSGI Trainer\",\n",
     "   },\n",
     "   \"optimizer_arguments\": {\n",
-    "         \"optimizer_type\": \"AdamW8bit\",\n",
-    "         \"optimizer_args\": eval(optimizer_args) if optimizer_args else None,\n",
+    "         \"optimizer_type\": \"AdamW\",\n",
+    "         \"optimizer_args\": ["weight_decay=0.2"] if not optimizer_args else optimizer_args,\n",
     "         \"learning_rate\": unet_lr,\n",
     "         \"max_grad_norm\": 1.0,\n",
-    "         \"lr_scheduler\": \"constant\",\n",
+    "         \"lr_scheduler\": \"cosine_with_restarts\",\n",
+    "         \"lr_scheduler_num_cycles\": 4,\n",
     "   },\n",
     "   \"dataset_arguments\": {\n",
     "         \"cache_latents\": True,\n",
@@ -573,16 +574,16 @@
     "         \"gradient_checkpointing\": False,\n",
     "         \"gradient_accumulation_steps\": 1,\n",
     "         \"mixed_precision\": \"fp16\",\n",
-    "         \"clip_skip\": 2,\n",
+    "         \"clip_skip\": 1,\n",
     "         \"logging_dir\": \"/content/Dreamboot-Config/logs\",\n",
     "         \"log_prefix\": Loraname,\n",
     "         \"lowram\": True,\n",
-    "         \"training_comment\" : \"train by sdvn.me train 1click\",\n",
+    "         \"training_comment\" : \"train by GSGI Trainer\",\n",
     "   },\n",
     "   \"sample_prompt_arguments\": {\n",
     "         \"sample_every_n_steps\": 200,\n",
     "         \"sample_every_n_epochs\": 1,\n",
-    "         \"sample_sampler\": \"euler\",\n",
+    "         \"sample_sampler\": \"euler a\",\n",
     "   },\n",
     "   \"dreambooth_arguments\": {\n",
     "         \"prior_loss_weight\": 1,\n",
@@ -598,7 +599,7 @@
     "  --w 512 \\\n",
     "  --h 768 \\\n",
     "  --l 7 \\\n",
-    "  --s 28\n",
+    "  --s 30\n",
     "\"\"\"\n",
     "config_path = os.path.join(config_dir, \"config_file.toml\")\n",
     "prompt_path = os.path.join(config_dir, \"sample_prompt.txt\")\n",