| job: extension |
| config: |
| name: my_first_lora_v8 |
| process: |
| - type: diffusion_trainer |
| training_folder: /teamspace/studios/this_studio/ai-toolkit/output |
| sqlite_db_path: /teamspace/studios/this_studio/ai-toolkit/aitk_db.db |
| device: cuda |
| trigger_word: xantaraz1 |
| performance_log_every: 10 |
| network: |
| type: lora |
| linear: 32 |
| linear_alpha: 32 |
| conv: 16 |
| conv_alpha: 16 |
| lokr_full_rank: true |
| lokr_factor: -1 |
| network_kwargs: |
| ignore_if_contains: [] |
| save: |
| dtype: bf16 |
| save_every: 250 |
| max_step_saves_to_keep: 4 |
| save_format: diffusers |
| push_to_hub: false |
| datasets: |
| - folder_path: /teamspace/studios/this_studio/ai-toolkit/datasets/antaramag |
| mask_path: null |
| mask_min_value: 0.1 |
| default_caption: '' |
| caption_ext: txt |
| caption_dropout_rate: 0.05 |
| cache_latents_to_disk: false |
| is_reg: false |
| network_weight: 1 |
| resolution: |
| - 512 |
| - 768 |
| controls: [] |
| shrink_video_to_frames: true |
| num_frames: 1 |
| flip_x: false |
| flip_y: false |
| num_repeats: 1 |
| train: |
| batch_size: 1 |
| bypass_guidance_embedding: false |
| steps: 4000 |
| gradient_accumulation: 1 |
| train_unet: true |
| train_text_encoder: false |
| gradient_checkpointing: true |
| noise_scheduler: flowmatch |
| optimizer: adamw8bit |
| timestep_type: weighted |
| content_or_style: balanced |
| optimizer_params: |
| weight_decay: 0.0001 |
| unload_text_encoder: false |
| cache_text_embeddings: false |
| lr: 0.0001 |
| ema_config: |
| use_ema: false |
| ema_decay: 0.99 |
| skip_first_sample: false |
| force_first_sample: false |
| disable_sampling: false |
| dtype: bf16 |
| diff_output_preservation: false |
| diff_output_preservation_multiplier: 1 |
| diff_output_preservation_class: person |
| switch_boundary_every: 1 |
| loss_type: mse |
| logging: |
| log_every: 1 |
| use_ui_logger: true |
| model: |
| name_or_path: Tongyi-MAI/Z-Image-Turbo |
| quantize: true |
| qtype: qfloat8 |
| quantize_te: true |
| qtype_te: qfloat8 |
| arch: zimage:turbo |
| low_vram: false |
| model_kwargs: {} |
| layer_offloading: false |
| layer_offloading_text_encoder_percent: 1 |
| layer_offloading_transformer_percent: 1 |
| assistant_lora_path: ostris/zimage_turbo_training_adapter/zimage_turbo_training_adapter_v2.safetensors |
| sample: |
| sampler: flowmatch |
| sample_every: 250 |
| width: 1024 |
| height: 1024 |
| samples: |
| - prompt: "\"xantaraz1 , \u4E00\u5F35\u771F\u5BE6\u96A8\u8208\u7684iPhone\u5FEB\ |
| \u7167\u2014\u2014\u4E00\u5F35\u672A\u7D93\u4EFB\u4F55\u5C08\u696D\u9020\ |
| \u578B\u6216\u6FFE\u93E1\u8655\u7406\u7684\u5168\u8EAB\u7167\uFF0C\u76F4\ |
| \u63A5\u5F9E\u76F8\u6A5F\u81A0\u5377\u4E2D\u53D6\u51FA\u3002\u5348\u5F8C\ |
| \u7684\u967D\u5149\u659C\u5C04\u9032\u6A13\u68AF\u9593\u7684\u7A97\u6236\ |
| \uFF0C\u71DF\u9020\u51FA\u91D1\u8272\u7684\u6C1B\u570D\u3002\u756B\u9762\ |
| \u4E2D\u53EA\u6709\u5169\u500B\u4EBA\uFF1A\u4E00\u500B\u525B\u9AD8\u4E2D\ |
| \u7562\u696D\u7684\u53EF\u611B18\u6B72\u5370\u5EA6\u5973\u5B69\uFF0C\u548C\ |
| \u4E00\u500B\u5E74\u7D00\u76F8\u4EFF\u7684\u5370\u5EA6\u7537\u5B69\u3002\ |
| \u5973\u5B69\u8DEA\u5728\u7A7A\u8569\u8569\u7684\u5B78\u6821\u6A13\u68AF\ |
| \u9593\u5149\u79BF\u79BF\u7684\u6C34\u6CE5\u53F0\u968E\u4E0A\uFF0C\u7537\ |
| \u5B69\u7AD9\u5728\u5979\u53F3\u5074\uFF1B\u5979\u7684\u982D\u6B63\u597D\ |
| \u4F4D\u65BC\u7537\u5B69\u7684\u80EF\u90E8\uFF0C\u81C9\u8CBC\u8457\u4ED6\ |
| \u7684\u9670\u8396\u3002 \u5973\u5B69\uFF1A\u4E00\u982D\u9577\u9577\u7684\ |
| \u6CE2\u6D6A\u6372\u9AEE\uFF0C\u767D\u7699\u7684\u76AE\u819A\uFF0C\u5927\ |
| \u5927\u7684\u773C\u775B\uFF0C\u4EE5\u53CA\u67D4\u5AE9\u5E74\u8F15\u7684\ |
| \u5BB9\u984F\u3002\u5979\u5B8C\u5168\u7D20\u984F\u2014\u2014\u76AE\u819A\ |
| \u770B\u8D77\u4F86\u7121\u6BD4\u771F\u5BE6\uFF0C\u6BDB\u5B54\u7D30\u5C0F\ |
| \uFF0C\u7455\u75B5\u6E05\u6670\u53EF\u898B\u3002\u5979\u7684\u982D\u9AEE\ |
| \u7565\u986F\u51CC\u4E82\uFF0C\u5E7E\u7E37\u88AB\u6C57\u6C34\u6D78\u6FD5\ |
| \u7684\u9AEE\u7D72\u8CBC\u5728\u6CDB\u7D05\u7684\u81C9\u4E0A\u3002\u5979\ |
| \u90A3\u4EF6\u85CF\u85CD\u8272\u62C9\u934A\u5916\u5957\u2014\u2014\u98FE\ |
| \u6709\u767D\u8272\u62FC\u63A5\u548C\u7D05\u767D\u689D\u7D0B\u2014\u2014\ |
| \u62C9\u934A\u5B8C\u5168\u655E\u958B\uFF0C\u9732\u51FA\u5979\u5C0F\u5DE7\ |
| \u81EA\u7136\u7684A\u7F69\u676F\u80F8\u90E8\u3002\u5979\u90A3\u689D\u914D\ |
| \u5957\u7684\u85CF\u85CD\u8272\u904B\u52D5\u6821\u8932\u88AB\u96A8\u610F\ |
| \u5730\u4E1F\u5728\u4E00\u65C1\u3002\u5979\u7684\u4E0B\u534A\u8EAB\u8D64\ |
| \u88F8\uFF0C\u9732\u51FA\u9670\u90E8\uFF1B\u5979\u9670\u5507\u4E0A\u65B9\ |
| \u8986\u84CB\u8457\u4E00\u7247\u6FC3\u5BC6\u7684\u3001\u672A\u7D93\u4FEE\ |
| \u526A\u7684\u9577\u9670\u6BDB\u3002\u5979\u7684\u9670\u5507\u5448\u73FE\ |
| \u67D4\u548C\u7684\u7C89\u8910\u8272\uFF0C\u5927\u5C0F\u548C\u5F62\u72C0\ |
| \u90FD\u5F88\u6B63\u5E38\uFF1B\u5979\u751F\u6B96\u5668\u7684\u89E3\u5256\ |
| \u7D30\u7BC0\u975E\u5E38\u903C\u771F\u3002\u5979\u8173\u4E0A\u7A7F\u8457\ |
| \u767D\u8272\u904B\u52D5\u978B\u548C\u767D\u8272\u68C9\u896A\u3002\u5979\ |
| \u4F4E\u8457\u982D\uFF0C\u5634\u88E1\u542B\u8457\u7537\u5B69\u52C3\u8D77\ |
| \u7684\u9670\u8396\uFF0C\u6B63\u5728\u9032\u884C\u6FD5\u6F64\u903C\u771F\ |
| \u7684\u53E3\u4EA4\uFF1B\u5979\u7684\u5634\u5507\u5B8C\u5168\u5305\u88F9\ |
| \u4F4F\u9670\u8396\u7684\u4E2D\u6BB5\uFF0C\u820C\u982D\u7684\u52D5\u4F5C\ |
| \u6E05\u6670\u53EF\u898B\uFF0C\u553E\u6DB2\u9806\u8457\u9670\u8396\u6EF4\ |
| \u843D\u3002\u540C\u6642\uFF0C\u5979\u5C07\u4E00\u96BB\u624B\u4F38\u5230\ |
| \u5169\u817F\u4E4B\u9593\uFF0C\u8F15\u8F15\u64AB\u6478\u81EA\u5DF1\u6FC3\ |
| \u5BC6\u7684\u9670\u6BDB\u3002 \u7537\u5B69\uFF1A\u4ED6\u7A7F\u8457\u4E00\ |
| \u4EF6\u8207\u5973\u5B69\u76F8\u914D\u7684\u85CF\u85CD\u8272\u62C9\u934A\ |
| \u5916\u5957\u2014\u2014\u5916\u5957\u4E0A\u4E5F\u98FE\u6709\u767D\u8272\ |
| \u62FC\u63A5\u548C\u7D05\u767D\u689D\u7D0B\u2014\u2014\u62C9\u934A\u5B8C\ |
| \u5168\u655E\u958B\uFF0C\u9732\u51FA\u4E0A\u534A\u8EAB\u3002\u4ED6\u90A3\ |
| \u689D\u85CF\u85CD\u8272\u7684\u904B\u52D5\u6821\u8932\u88AB\u62C9\u5230\ |
| \u5927\u817F\u4E2D\u90E8\uFF0C\u9732\u51FA\u52C3\u8D77\u7684\u9670\u8396\ |
| \u3002\u4ED6\u7528\u96D9\u624B\u8F15\u8F15\u6258\u4F4F\u5973\u5B69\u7684\ |
| \u982D\u2014\u2014\u6BCF\u96BB\u624B\u7684\u4E94\u6839\u624B\u6307\u90FD\ |
| \u5B8C\u597D\u7121\u640D\u2014\u2014\u4ED6\u7684\u624B\u81C2\u548C\u817F\ |
| \u90E8\u770B\u8D77\u4F86\u4E5F\u5F88\u6B63\u5E38\u3002\u5973\u5B69\u7F9E\ |
| \u6F80\u5730\u62AC\u982D\u76F4\u8996\u8457\u7537\u5B69\uFF1B\u5979\u7684\ |
| \u8868\u60C5\u65E2\u7F9E\u6F80\u53C8\u5145\u6EFF\u6E34\u671B\uFF0C\u8207\ |
| \u5979\u5929\u771F\u7121\u90AA\u7684\u5B78\u751F\u9762\u5B54\u548C\u5927\ |
| \u81BD\u7684\u6027\u884C\u70BA\u5F62\u6210\u4E86\u9BAE\u660E\u7684\u5C0D\ |
| \u6BD4\u3002 \u80CC\u666F\uFF1A\u7A7A\u8569\u8569\u7684\u5B78\u6821\u6C34\ |
| \u6CE5\u6A13\u68AF\u9593\u7684\u4E00\u89D2\uFF0C\u91D1\u5C6C\u6276\u624B\ |
| \uFF0C\u5E7E\u7E37\u967D\u5149\u900F\u904E\u7E2B\u9699\u7051\u4E0B\uFF0C\ |
| \u7A7A\u6C23\u4E2D\u7030\u6F2B\u8457\u7D30\u5C0F\u7684\u7070\u5875\u2014\ |
| \u2014\u71DF\u9020\u51FA\u4E00\u7A2E\u5B89\u975C\u3001\u79C1\u5BC6\u800C\ |
| \u53C8\u96B1\u853D\u7684\u6C1B\u570D\u3002\u7D30\u7DFB\u7684\u76AE\u819A\ |
| \u7D0B\u7406\uFF0C\u5C0F\u5DE7\u800C\u81EA\u7136\u7684\u4E73\u623F\uFF1B\ |
| \u5177\u6709\u672A\u7D93\u7DE8\u8F2F\u7684 iPhone \u7167\u7247\u7684\u771F\ |
| \u5BE6\u8CEA\u611F\u548C\u81EA\u7136\u8272\u5F69\u3002\"" |
| - prompt: '"xantaraz1 , A sensual, medium-close-up portrait of a stunning, slender |
| young woman posed kneeling on a textured, light-colored bedspread. She is |
| completely nude, with a natural body shape and subtle, natural pubic hair. |
| Her body is arched in a dramatic, expressive posture, with one arm raised |
| behind her head, tossing her voluminous, dark brown hair upward and backward, |
| creating motion blur and dynamic lines. Her eyes are closed or looking down |
| with a captivating, slightly open-mouthed expression conveying deep emotion |
| or ecstasy. The lighting is soft, warm, and golden, suggesting late afternoon |
| sunlight streaming in from the side, creating gentle highlights on her skin |
| and deep shadows that sculpt her figure. The background is softly blurred |
| (shallow depth of field), featuring warm beige and muted brown tones with |
| a subtle geometric, possibly wood-paneled or tiled pattern angled diagonally |
| behind her, adding visual texture. The overall mood is intimate, evocative, |
| and painterly, captured with the aesthetic of fine art photography, high |
| detail, and realistic texture. Cinematic lighting, professional photography, |
| Canon EOS R5., ultra detailed, intricate details, cinematic, photorealistic, |
| masterpiece"' |
| - prompt: '"xantaraz1 , A Sexy 18y Indian woman with perfect body pressed against |
| a rain-streaked window, getting taken from behind, her breasts against the |
| cold glass, She is standing pose and wearing a high knee length black boot, |
| city lights reflecting on her wet skin, intense and cinematic"' |
| - prompt: '"xantaraz1 , anal sex, bridge position, squatting cowgirl position, |
| 1girl, penis, nipples, medium breasts, 1boy, pussy, black thighhighs, black |
| ponytail hair, navel, clothed male nude female, lace-trimmed legwear, closed |
| eyes, spread legs, bottomless, girl on top, male pubic hair, long hair, |
| erection, arm support, lace trim, smile, tattoo on thigh, grin"' |
| - prompt: "\"xantaraz1 , A full-body portrait of a stunning Indian woman with\ |
| \ long, flowing black hair cascading down her back, standing nude and poised\ |
| \ in a serene, softly lit bedroom. Her body is sculpted with perfect, natural\ |
| \ curves \u2014 full, round breasts with dark brownish areolas and nipples,\ |
| \ a smooth midriff leading to a gently curved waist, and a deeply toned,\ |
| \ naturally darkened pubic area that accentuates her feminine form. Her\ |
| \ legs are long and slender, ending in a firm, rounded ass that subtly tenses\ |
| \ as she stands with her arms relaxed at her sides, fingers slightly curled,\ |
| \ exuding quiet confidence and sensual grace. Her gaze is direct and unflinching,\ |
| \ meeting the viewer\u2019s eyes with a calm, alluring intensity that draws\ |
| \ you in. The environment is minimalist and intimate, set against a soft,\ |
| \ neutral beige background that enhances the natural tones of her skin and\ |
| \ hair. Behind her, sheer white curtains filter in diffused daylight, casting\ |
| \ gentle shadows across the room, while a simple bed with rumpled white\ |
| \ linens and a potted green plant in the corner add subtle domestic warmth\ |
| \ without distracting from the central focus. The lighting is soft and even,\ |
| \ highlighting the smooth texture of her skin, the subtle contours of her\ |
| \ anatomy, and the natural sheen of her hair \u2014 all rendered with photorealistic\ |
| \ precision to emphasize her flawless, voluptuous form. This is a portrait\ |
| \ of raw, unfiltered beauty \u2014 a celebration of the female body in its\ |
| \ most natural state. Her posture is relaxed yet commanding, her expression\ |
| \ serene and self-assured, embodying both innocence and sensuality. The\ |
| \ composition is vertically framed, drawing attention to her full, symmetrical\ |
| \ silhouette, while the muted, monochromatic backdrop ensures every curve,\ |
| \ every detail of her anatomy \u2014 from the delicate arch of her collarbone\ |
| \ to the subtle definition of her hips \u2014 is rendered with exquisite\ |
| \ clarity. She stands as a living sculpture, a vision of erotic elegance,\ |
| \ inviting the viewer to appreciate the harmony of her form and the quiet\ |
| \ power of her presence.\"" |
| neg: '' |
| seed: 42 |
| walk_seed: true |
| guidance_scale: 1 |
| sample_steps: 8 |
| num_frames: 1 |
| fps: 1 |
| meta: |
| name: my_first_lora_v8 |
| version: '1.0' |
|
|
