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55d9824 | 1 2 | const e=JSON.parse(`{"key":"v-3e43d6e2","path":"/lora/basic.html","title":"LoRA \u8BAD\u7EC3 \u65B0\u624B\u6A21\u5F0F","lang":"en-US","frontmatter":{"example":true,"trainType":"lora-basic","code":"Schema.intersect([\\n Schema.object({\\n pretrained_model_name_or_path: Schema.string().role('folder').default(\\"./sd-models/model.ckpt\\").description(\\"\u5E95\u6A21\u8DEF\u5F84\\"),\\n }).description(\\"\u8BAD\u7EC3\u7528\u6A21\u578B\\"),\\n\\n Schema.object({\\n train_data_dir: Schema.string().role('folder').default(\\"./train/aki\\").description(\\"\u8BAD\u7EC3\u6570\u636E\u96C6\u8DEF\u5F84\\"),\\n reg_data_dir: Schema.string().role('folder').description(\\"\u6B63\u5219\u5316\u6570\u636E\u96C6\u8DEF\u5F84\uFF0C\u9ED8\u8BA4\u4E0D\u4F7F\u7528\u6B63\u5219\u5316\u56FE\u50CF\\"),\\n resolution: Schema.string().default(\\"512,512\\").description(\\"\u8BAD\u7EC3\u56FE\u7247\u5206\u8FA8\u7387\uFF0C\u5BBDx\u9AD8\u3002\u652F\u6301\u975E\u6B63\u65B9\u5F62\uFF0C\u4F46\u5FC5\u987B\u662F 64 \u500D\u6570\u3002\\"),\\n }).description(\\"\u6570\u636E\u96C6\u8BBE\u7F6E\\"),\\n\\n Schema.object({\\n output_name: Schema.string().default(\\"aki\\").description(\\"\u6A21\u578B\u4FDD\u5B58\u540D\u79F0\\"),\\n output_dir: Schema.string().default(\\"./output\\").description(\\"\u6A21\u578B\u4FDD\u5B58\u6587\u4EF6\u5939\\"),\\n save_every_n_epochs: Schema.number().default(2).description(\\"\u6BCF N epoch\uFF08\u8F6E\uFF09\u81EA\u52A8\u4FDD\u5B58\u4E00\u6B21\u6A21\u578B\\"),\\n }).description(\\"\u4FDD\u5B58\u8BBE\u7F6E\\"),\\n\\n Schema.object({\\n max_train_epochs: Schema.number().min(1).default(10).description(\\"\u6700\u5927\u8BAD\u7EC3 epoch\uFF08\u8F6E\u6570\uFF09\\"),\\n train_batch_size: Schema.number().min(1).default(1).description(\\"\u6279\u91CF\u5927\u5C0F\\"),\\n }).description(\\"\u8BAD\u7EC3\u76F8\u5173\u53C2\u6570\\"),\\n\\n Schema.intersect([\\n Schema.object({\\n unet_lr: Schema.string().default(\\"1e-4\\").description(\\"U-Net \u5B66\u4E60\u7387\\"),\\n text_encoder_lr: Schema.string().default(\\"1e-5\\").description(\\"\u6587\u672C\u7F16\u7801\u5668\u5B66\u4E60\u7387\\"),\\n lr_scheduler: Schema.union([\\n \\"cosine\\",\\n \\"cosine_with_restarts\\",\\n \\"constant\\",\\n \\"constant_with_warmup\\",\\n ]).default(\\"cosine_with_restarts\\").description(\\"\u5B66\u4E60\u7387\u8C03\u5EA6\u5668\u8BBE\u7F6E\\"),\\n optimizer_type: Schema.union([\\n \\"AdamW8bit\\",\\n \\"Lion\\",\\n ]).default(\\"AdamW8bit\\").description(\\"\u4F18\u5316\u5668\u8BBE\u7F6E\\"),\\n }).description(\\"\u5B66\u4E60\u7387\u4E0E\u4F18\u5316\u5668\u8BBE\u7F6E\\"),\\n\\n Schema.union([\\n Schema.object({\\n lr_scheduler: Schema.const('cosine_with_restarts'),\\n lr_scheduler_num_cycles: Schema.number().default(1).description('\u91CD\u542F\u6B21\u6570'),\\n }),\\n Schema.object({\\n lr_scheduler: Schema.const('constant_with_warmup'),\\n lr_warmup_steps: Schema.number().default(100).description('\u70ED\u8EAB\u6B65\u6570'),\\n }),\\n Schema.object({}),\\n ]),\\n ]),\\n\\n Schema.intersect([\\n Schema.object({\\n network_weights: Schema.string().role('folder').description(\\"\u4ECE\u5DF2\u6709\u7684 LoRA \u6A21\u578B\u4E0A\u7EE7\u7EED\u8BAD\u7EC3\uFF0C\u586B\u5199\u8DEF\u5F84\\"),\\n network_dim: Schema.number().min(8).max(256).step(8).default(32).description(\\"\u7F51\u7EDC\u7EF4\u5EA6\uFF0C\u5E38\u7528 4~128\uFF0C\u4E0D\u662F\u8D8A\u5927\u8D8A\u597D\\"),\\n network_alpha: Schema.number().min(1).default(32).description(\\n \\"\u5E38\u7528\u4E0E network_dim \u76F8\u540C\u7684\u503C\u6216\u8005\u91C7\u7528\u8F83\u5C0F\u7684\u503C\uFF0C\u5982 network_dim \u7684\u4E00\u534A\u3002\u4F7F\u7528\u8F83\u5C0F\u7684 alpha \u9700\u8981\u63D0\u5347\u5B66\u4E60\u7387\u3002\\"\\n ),\\n }).description(\\"\u7F51\u7EDC\u8BBE\u7F6E\\"),\\n ]),\\n\\n Schema.object({\\n shuffle_caption: Schema.boolean().default(true).description(\\"\u8BAD\u7EC3\u65F6\u968F\u673A\u6253\u4E71 tokens\\"),\\n keep_tokens: Schema.number().min(0).max(255).step(1).default(0).description(\\"\u5728\u968F\u673A\u6253\u4E71 tokens \u65F6\uFF0C\u4FDD\u7559\u524D N \u4E2A\u4E0D\u53D8\\"),\\n }).description(\\"caption \u9009\u9879\\"),\\n]);\\n"},"excerpt":"","headers":[],"filePathRelative":"lora/basic.md"}`);export{e as data};
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