Upload 5 files

.gitattributes

@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+Checkpoint/diffusers/NewBie/NewBie-image-v0.1-exp-ep9.png filter=lfs diff=lfs merge=lfs -text

Checkpoint/diffusers/NewBie/NewBie-image-v0.1-exp-ep9.metadata.json

@@ -0,0 +1,451 @@
+{
+  "file_name": "NewBie-image-v0.1-exp-ep9",
+  "model_name": "NewBie image",
+  "file_path": "/mnt/e/sdwebui/models/diffusers/NewBie/NewBie-image-v0.1-exp-ep9.safetensors",
+  "size": 6973329400,
+  "modified": 1772392125.805874,
+  "sha256": "b8ed0f26c0b90b70a5a2ef0f69041529af7fbfef206f773c07d6cd1d56d77ef8",
+  "base_model": "Other",
+  "preview_url": "/mnt/e/sdwebui/models/diffusers/NewBie/NewBie-image-v0.1-exp-ep9.jpeg",
+  "preview_nsfw_level": 1,
+  "notes": "",
+  "from_civitai": true,
+  "civitai": {
+    "id": 2474326,
+    "modelId": 2197517,
+    "name": "Exp0.1 Base",
+    "nsfwLevel": 3,
+    "createdAt": "2025-12-05T20:45:22.058Z",
+    "updatedAt": "2026-01-02T11:00:20.739Z",
+    "status": "Published",
+    "publishedAt": "2025-12-07T02:08:54.312Z",
+    "trainedWords": [],
+    "trainingStatus": null,
+    "trainingDetails": null,
+    "baseModel": "Other",
+    "baseModelType": "Standard",
+    "earlyAccessEndsAt": null,
+    "earlyAccessConfig": null,
+    "description": "<p>Christmas is just around the corner 🎄 Today we (<strong>NewBieAi-Lab</strong>) are excited to release <strong>NewBie image Exp0.1</strong>!<br />Also, I’d love to recommend a song I really enjoy: <strong>“52 Hearts.”</strong> It fits the season perfectly.<br />Wishing you all a wonderful Christmas and a relaxing holiday—have fun and enjoy! ✨</p>",
+    "uploadType": "Created",
+    "usageControl": "Download",
+    "air": "urn:air:other:checkpoint:civitai:2197517@2474326",
+    "stats": {
+      "downloadCount": 1612,
+      "thumbsUpCount": 447
+    },
+    "model": {
+      "name": "NewBie image",
+      "type": "Checkpoint",
+      "nsfw": false,
+      "poi": false,
+      "description": "<h1 id=\"newbie-image-exp0.1\"><strong>NewBie image Exp0.1</strong></h1><p><img src=\"https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/20bec9e6-a22e-421e-a570-8f8e2f1f8a50/width=525/20bec9e6-a22e-421e-a570-8f8e2f1f8a50.jpeg\" /></p><ul><li><p><a target=\"_blank\" rel=\"ugc\" href=\"https://github.com/NewBieAI-Lab/NewBie-image-Exp0.1\">GitHub (Code)</a></p></li></ul><ul><li><p><a target=\"_blank\" rel=\"ugc\" href=\"https://github.com/NewBieAI-Lab/NewbieLoraTrainer\">GitHub (LoRA Trainer)</a></p></li></ul><ul><li><p><a target=\"_blank\" rel=\"ugc\" href=\"https://github.com/E-Anlia/ComfyUI-NewBie\">GitHub (ComfyUI)</a></p></li></ul><ul><li><p><a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/NewBie-AI/NewBie-image-Exp0.1\">Hugging Face</a></p></li></ul><ul><li><p><a target=\"_blank\" rel=\"ugc\" href=\"https://www.modelscope.cn/models/NewBieAi-lab/NewBie-image-Exp0.1\">ModelScope</a></p></li></ul><h3 id=\"exp0.1-base\"><strong><em>🧱 </em>Exp0.1 Base</strong></h3><ul><li><p><strong>NewBie image Exp0.1</strong> is a <strong>3.5B</strong> parameter DiT model developed through research on the Lumina architecture.</p><p>Building on these insights, it adopts Next-DiT as the foundation to design a new NewBie architecture tailored for text-to-image generation.</p><p>The <em>NewBie image Exp0.1</em> model is trained within this newly constructed system, representing the first experimental release of the NewBie text-to-image generation framework.</p></li></ul><p><strong><em>Text Encoders</em></strong></p><ul><li><p>We use Gemma3-4B-it as the primary text encoder, conditioning on its penultimate-layer token hidden states. We also extract pooled text features from Jina CLIP v2, project them, and fuse them into the time/AdaLN conditioning pathway. Together, Gemma3-4B-it and Jina CLIP v2 provide strong prompt understanding and improved instruction adherence.</p></li></ul><p><strong><em>VAE</em></strong></p><ul><li><p>Use the FLUX.1-dev 16channel VAE to encode images into latents, delivering richer, smoother color rendering and finer texture detail helping safeguard the stunning visual quality of NewBie image Exp0.1.</p></li></ul><p><strong><em>Prompt</em></strong></p><ul><li><p>XML structured prompt</p></li><li><p>Natural language prompt</p></li><li><p>Tag prompt</p></li></ul><h3 id=\"task-type\"><strong>🖼️ Task type</strong></h3><p><strong>NewBie image Exp0.1</strong> is pretrain on a large corpus of high-quality anime data, enabling the model to generate remarkably detailed and visually striking anime style images.</p><p><img src=\"https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/f0faf6da-f5f3-4969-93ba-e70170aac56d/width=525/f0faf6da-f5f3-4969-93ba-e70170aac56d.jpeg\" />We reformatted the dataset text into an <strong>XML structured format</strong> for our experiments. Empirically, this improved attention binding and attribute/element disentanglement, and also led to faster convergence.</p><p>Besides that, It also supports natural language and tags inputs.</p><h3 id=\"model-zoo\"><strong>🧰 Model Zoo</strong></h3><p><strong>NewBie image Exp0.1: </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/NewBie-AI/NewBie-image-Exp0.1\"><strong>Hugging face</strong></a><strong> | </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://www.modelscope.cn/models/NewBieAi-lab/NewBie-image-Exp0.1\"><strong>modelscope</strong></a></p><p><strong>Gemma3-4B-it: </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/google/gemma-3-4b-it\"><strong>Hugging face</strong></a><strong> | </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://www.modelscope.cn/models/google/gemma-3-4b-it\"><strong>modelscope</strong></a></p><p><strong>Jina CLIP v2: </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/jinaai/jina-clip-v2\"><strong>Hugging face</strong></a><strong> | </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://www.modelscope.cn/models/jinaai/jina-clip-v2\"><strong>modelscope</strong></a></p><p><strong>FLUX.1-dev VAE: </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/vae/diffusion_pytorch_model.safetensors\"><strong>Hugging face</strong></a><strong> | </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://www.modelscope.cn/models/black-forest-labs/FLUX.1-dev/tree/master/vae\"><strong>modelscope</strong></a></p><h3 id=\"training-procedure\"><strong>💪 Training procedure</strong></h3><p><img src=\"https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/7c61edfd-5558-4129-b780-f2669e67ce53/width=525/7c61edfd-5558-4129-b780-f2669e67ce53.jpeg\" /></p><h3 id=\"participate\"><strong>🔬 Participate</strong></h3><p><strong><em>Core</em></strong></p><ul><li><p><a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/E-Anlia\"><strong>Anlia</strong></a><strong> | </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/CreeperMZ\"><strong>CreeperMZ</strong></a><strong> | </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/LAXMAYDAY\"><strong>L_A_X</strong></a><strong> | </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/maikaaomi\"><strong>maikaaomi</strong></a><strong> | </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/xuefei123456\"><strong>waw1w1</strong></a><strong> | </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/LakiCat\"><strong>LakiCat</strong></a><strong> | </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/windsingai\"><strong>chenkin</strong></a><strong> | </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/aplx\"><strong>aplxaplx</strong></a><strong> | </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/GuChen\"><strong>NULL</strong></a></p></li></ul><p><strong><em>Members</em></strong></p><ul><li><p><a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/niangao233\"><strong>niangao233</strong></a><strong> | </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/ginkgowm\"><strong>ginkgowm</strong></a><strong> | </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/leafmoone\"><strong>leafmoone</strong></a><strong> | </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/NaviVoid\"><strong>NaviVoid</strong></a><strong> | </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/Emita\"><strong>Emita</strong></a><strong> | </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/TLFZ\"><strong>TLFZ</strong></a><strong> | </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/3HOOO\"><strong>3HOOO</strong></a></p></li></ul><p></p><h3 id=\"acknowledgments\"><strong>✨ Acknowledgments</strong></h3><ul><li><p>Thanks to the <a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/Alpha-VLLM\">Alpha-VLLM Org</a> for open sourcing the advanced <a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/collections/Alpha-VLLM/lumina-family\">Lumina family</a>. which has been invaluable for our research.</p></li></ul><ul><li><p>Thanks to <a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/google\">Google</a> for open sourcing the powerful <a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/google/gemma-3-4b-it\">Gemma3</a> LLM family</p></li><li><p>Thanks to the <a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/jinaai\">Jina AI Org</a> for open sourcing the <a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/jinaai/jina-clip-v2\">Jina</a> family, enabling further research.</p></li><li><p>Thanks to <a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/black-forest-labs\">Black Forest Labs</a> for open sourcing the <a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/vae\">FLUX VAE</a> family. powerful 16channel VAE is one of the key components behind improved image quality.</p></li></ul><ul><li><p>Thanks to <a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/neta-art\">Neta.art</a> for fine-tuning and open sourcing the <a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/Alpha-VLLM/Lumina-Image-2.0\">Lumina-image-2.0</a> base model. <a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/neta-art/Neta-Lumina\">Neta-Lumina</a> gives us the opportunity to study the performance of Next-DiT on Anime Types.</p></li><li><p>Thanks to <a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/deepghs\">DeepGHS</a>/<a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/narugo1992\">narugo1992</a>/<a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/SumomoLee\">SumomoLee</a> for providing high-quality Anime Datasets.</p></li><li><p>Thanks to <a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/nyanko7\">Nyanko</a> for the early help and support.</p></li><li><p>Thanks to <a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/woctordho\">woctordho</a> for helping improve NewBie’s compatibility with community tools.</p></li></ul><h3 id=\"contribute\"><strong>📖 Contribute</strong></h3><ul><li><p><em>Neko, 衡鲍, XiaoLxl, xChenNing, Hapless, Lius</em></p></li><li><p><em>WindySea, 秋麒麟热茶, 古柯, Rnglg2, Ly, GHOSTLXH</em></p></li><li><p><em>Sarara, Seina, KKT机器人, NoirAlmondL, 天满, 暂时</em></p></li><li><p><em>Wenaka喵, ZhiHu, BounDless, DetaDT, 紫影のソナーニル</em></p></li><li><p><em>花火流光, R3DeK, 圣人A, 王王玉, 乾坤君Sennke, 砚青</em></p></li><li><p><em>Heathcliff01, 无音, MonitaChan, WhyPing, TangRenLan</em></p></li><li><p><em>HomemDesgraca, EPIC, ARKBIRD, Talan, 448, Hugs288</em></p></li></ul><h3 id=\"community-guide\"><strong>🧭 Community Guide</strong></h3><p><strong><em>Getting Started Guide</em></strong></p><ul><li><p><a target=\"_blank\" rel=\"ugc\" href=\"https://ai.feishu.cn/wiki/NZl9wm7V1iuNzmkRKCUcb1USnsh\">English</a></p></li><li><p><a target=\"_blank\" rel=\"ugc\" href=\"https://ai.feishu.cn/wiki/P3sgwUUjWih8ZWkpr0WcwXSMnTb\">中文</a></p></li></ul><p><strong><em>LoRa Trainer</em></strong></p><ul><li><p><a target=\"_blank\" rel=\"ugc\" href=\"https://www.notion.so/Newbie-AI-lora-training-tutorial-English-2c2e4ae984ab8177b312e318827657e6?source=copy_link\">English</a></p></li><li><p><a target=\"_blank\" rel=\"ugc\" href=\"https://www.notion.so/Newbie-AI-lora-2b84f7496d81803db524f5fc4a9c94b9?source=copy_link\">中文</a></p></li></ul><h3 id=\"communication\"><strong>💬 Communication</strong></h3><ul><li><p><a target=\"_blank\" rel=\"ugc\" href=\"https://discord.gg/bDJjy7rBGm\">Discord</a></p></li><li><p><a target=\"_blank\" rel=\"ugc\" href=\"https://pd.qq.com/s/a79to55q6\">解构原典</a></p></li><li><p><a target=\"_blank\" rel=\"ugc\" href=\"https://qm.qq.com/q/qnHFwN9fSE\">ChatGroup</a></p></li></ul><h3 id=\"license\"><strong>📜 License</strong></h3><ul><li><p><strong>Model Weights:</strong> Newbie Non-Commercial Community License (Newbie-NC-1.0).</p><p>Applies to: model weights/parameters/configs and derivatives (fine-tunes, LoRA, merges, quantized variants, etc.)</p><p>For Non Commercial use only, and must be shared under the same license.</p><p>See <a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/NewBie-AI/NewBie-image-Exp0.1/blob/main/LICENSE.md\">NewBie-image-Exp0.1 LICENSE.md</a></p></li></ul><p></p><ul><li><p><strong>Code:</strong> Apache License 2.0.</p><p>Applies to: training/inference scripts and related source code in this project.</p><p>See <a target=\"_blank\" rel=\"ugc\" href=\"https://www.apache.org/licenses/LICENSE-2.0\">Apache-2.0</a></p></li></ul><h3 id=\"disclaimer\"><strong>⚠️ Disclaimer</strong></h3><p><strong>This model may produce unexpected or harmful outputs. Users are solely responsible for any risks and potential consequences arising from its use.</strong></p><p></p><p></p>",
+      "tags": [
+        "newbiepipeline",
+        "base model",
+        "anime",
+        "illustration",
+        "newbie",
+        "safetensors",
+        "transformer",
+        "diffusers",
+        "text-to-image",
+        "image-generation",
+        "next-dit"
+      ],
+      "allowNoCredit": true,
+      "allowCommercialUse": [
+        "RentCivit"
+      ],
+      "allowDerivatives": true,
+      "allowDifferentLicense": false
+    },
+    "files": [
+      {
+        "id": 2362865,
+        "sizeKB": 6809891.9921875,
+        "name": "newbieImage_exp01Base.safetensors",
+        "type": "Model",
+        "pickleScanResult": "Success",
+        "pickleScanMessage": "No Pickle imports",
+        "virusScanResult": "Success",
+        "virusScanMessage": null,
+        "scannedAt": "2025-12-05T21:33:05.696Z",
+        "metadata": {
+          "format": "SafeTensor",
+          "size": "full",
+          "fp": "bf16"
+        },
+        "hashes": {
+          "AutoV1": "7D7ACD75",
+          "AutoV2": "B8ED0F26C0",
+          "SHA256": "B8ED0F26C0B90B70A5A2EF0F69041529AF7FBFEF206F773C07D6CD1D56D77EF8",
+          "CRC32": "BED04A81",
+          "BLAKE3": "8DA24E9FE79AC3CF0C03CD49DAFA6291B2CF9616E04CD4EC8BC8C9BA66C1C214",
+          "AutoV3": "02DCE78BA0B1"
+        },
+        "primary": true,
+        "downloadUrl": "https://civitai.com/api/download/models/2474326"
+      }
+    ],
+    "images": [
+      {
+        "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/c12add07-a10f-435a-93bb-14553b43e736/original=true/114507665.jpeg",
+        "nsfwLevel": 1,
+        "width": 1024,
+        "height": 1536,
+        "hash": "UBGkClP94nxvQ6J4H=t74.VuEKog00n2?GV?",
+        "type": "image",
+        "metadata": {
+          "hash": "UBGkClP94nxvQ6J4H=t74.VuEKog00n2?GV?",
+          "size": 3402233,
+          "width": 1024,
+          "height": 1536
+        },
+        "minor": false,
+        "poi": false,
+        "meta": null,
+        "availability": "Public",
+        "hasMeta": false,
+        "hasPositivePrompt": false,
+        "onSite": false,
+        "remixOfId": null
+      },
+      {
+        "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/4984b299-4bc4-41d7-9241-3fc4d3acd747/original=true/114507672.jpeg",
+        "nsfwLevel": 1,
+        "width": 1024,
+        "height": 1536,
+        "hash": "UJHwoZ}pD*-n=LELOBxGE1xa%MM{S}$*tPIp",
+        "type": "image",
+        "metadata": {
+          "hash": "UJHwoZ}pD*-n=LELOBxGE1xa%MM{S}$*tPIp",
+          "size": 3251616,
+          "width": 1024,
+          "height": 1536
+        },
+        "minor": false,
+        "poi": false,
+        "meta": null,
+        "availability": "Public",
+        "hasMeta": false,
+        "hasPositivePrompt": false,
+        "onSite": false,
+        "remixOfId": null
+      },
+      {
+        "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/123d15e6-383e-4891-8c5a-38492df47ccf/original=true/114507711.jpeg",
+        "nsfwLevel": 1,
+        "width": 1024,
+        "height": 1536,
+        "hash": "U4JlQ]Eq00%%00Zz0Zj300tS.nxm.nMw-eNz",
+        "type": "image",
+        "metadata": {
+          "hash": "U4JlQ]Eq00%%00Zz0Zj300tS.nxm.nMw-eNz",
+          "size": 2448615,
+          "width": 1024,
+          "height": 1536
+        },
+        "minor": false,
+        "poi": false,
+        "meta": {
+          "seed": 84966411970345,
+          "vaes": [
+            "ae.safetensors"
+          ],
+          "steps": 36,
+          "width": 1024,
+          "height": 1536,
+          "denoise": 1,
+          "sampler": "res_multistep",
+          "cfgScale": 5,
+          "scheduler": "linear_quadratic"
+        },
+        "availability": "Public",
+        "hasMeta": true,
+        "hasPositivePrompt": false,
+        "onSite": false,
+        "remixOfId": null
+      },
+      {
+        "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/21678392-3ad3-420b-b1f6-205c2cd548cc/original=true/114507722.jpeg",
+        "nsfwLevel": 2,
+        "width": 1024,
+        "height": 1536,
+        "hash": "UcPGjYxu~qR+IUoLozRj~qogRPoKkWt7%MWB",
+        "type": "image",
+        "metadata": {
+          "hash": "UcPGjYxu~qR+IUoLozRj~qogRPoKkWt7%MWB",
+          "size": 1509602,
+          "width": 1024,
+          "height": 1536
+        },
+        "minor": false,
+        "poi": false,
+        "meta": {
+          "seed": 92129007066991,
+          "vaes": [
+            "ae.safetensors"
+          ],
+          "steps": 36,
+          "width": 1024,
+          "height": 1536,
+          "denoise": 1,
+          "sampler": "res_multistep",
+          "cfgScale": 5,
+          "scheduler": "linear_quadratic"
+        },
+        "availability": "Public",
+        "hasMeta": true,
+        "hasPositivePrompt": false,
+        "onSite": false,
+        "remixOfId": null
+      },
+      {
+        "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/973b8683-51d8-4a33-b3c2-0618abb520a5/original=true/114507730.jpeg",
+        "nsfwLevel": 1,
+        "width": 1024,
+        "height": 1536,
+        "hash": "UNFqBa{g4rTvu0JkIqoK0$Kz%KQ;Mi-S-mN1",
+        "type": "image",
+        "metadata": {
+          "hash": "UNFqBa{g4rTvu0JkIqoK0$Kz%KQ;Mi-S-mN1",
+          "size": 1737512,
+          "width": 1024,
+          "height": 1536
+        },
+        "minor": false,
+        "poi": false,
+        "meta": {
+          "seed": 1012273352256299,
+          "vaes": [
+            "ae.safetensors"
+          ],
+          "steps": 36,
+          "width": 1024,
+          "height": 1536,
+          "denoise": 1,
+          "sampler": "res_multistep",
+          "cfgScale": 5,
+          "scheduler": "linear_quadratic"
+        },
+        "availability": "Public",
+        "hasMeta": true,
+        "hasPositivePrompt": false,
+        "onSite": false,
+        "remixOfId": null
+      },
+      {
+        "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/0c950788-7818-4a63-82e5-a45cb1f16371/original=true/114507738.jpeg",
+        "nsfwLevel": 1,
+        "width": 1432,
+        "height": 2144,
+        "hash": "ULEp1$oH004o~qWCIVIU4TRkxvt54.M{t1xu",
+        "type": "image",
+        "metadata": {
+          "hash": "ULEp1$oH004o~qWCIVIU4TRkxvt54.M{t1xu",
+          "size": 3185346,
+          "width": 1432,
+          "height": 2144
+        },
+        "minor": false,
+        "poi": false,
+        "meta": {
+          "seed": 649556821214802,
+          "vaes": [
+            "ae.safetensors"
+          ],
+          "steps": 36,
+          "width": 1024,
+          "height": 1536,
+          "denoise": 1,
+          "sampler": "res_multistep",
+          "cfgScale": 5,
+          "scheduler": "linear_quadratic",
+          "upscalers": [
+            "4x-AnimeSharp.pth"
+          ]
+        },
+        "availability": "Public",
+        "hasMeta": true,
+        "hasPositivePrompt": false,
+        "onSite": false,
+        "remixOfId": null
+      },
+      {
+        "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/03b24cce-e8e1-4ddc-8724-a9feaa7c7d46/original=true/114507746.jpeg",
+        "nsfwLevel": 1,
+        "width": 1432,
+        "height": 2144,
+        "hash": "UGFF:d~CH?WHm,xu%NoM009~%LtRJPNGkER*",
+        "type": "image",
+        "metadata": {
+          "hash": "UGFF:d~CH?WHm,xu%NoM009~%LtRJPNGkER*",
+          "size": 4110940,
+          "width": 1432,
+          "height": 2144
+        },
+        "minor": false,
+        "poi": false,
+        "meta": {
+          "seed": 27582042565232,
+          "vaes": [
+            "ae.safetensors"
+          ],
+          "steps": 36,
+          "width": 1024,
+          "height": 1536,
+          "denoise": 1,
+          "sampler": "res_multistep",
+          "cfgScale": 5,
+          "scheduler": "linear_quadratic",
+          "upscalers": [
+            "4x-AnimeSharp.pth"
+          ]
+        },
+        "availability": "Public",
+        "hasMeta": true,
+        "hasPositivePrompt": false,
+        "onSite": false,
+        "remixOfId": null
+      },
+      {
+        "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/c470e8c5-7b17-486c-a23f-69806627286f/original=true/114507753.jpeg",
+        "nsfwLevel": 1,
+        "width": 1120,
+        "height": 1680,
+        "hash": "UCDb~a%C008y}_StD~wP00Xm$ztRL~ITY6pI",
+        "type": "image",
+        "metadata": {
+          "hash": "UCDb~a%C008y}_StD~wP00Xm$ztRL~ITY6pI",
+          "size": 2496213,
+          "width": 1120,
+          "height": 1680
+        },
+        "minor": false,
+        "poi": false,
+        "meta": {
+          "seed": 1077382645805695,
+          "vaes": [
+            "ae.safetensors"
+          ],
+          "steps": 40,
+          "width": 800,
+          "height": 1200,
+          "denoise": 1,
+          "sampler": "seeds_2",
+          "cfgScale": 5,
+          "scheduler": "smooth",
+          "upscalers": [
+            "4x-AnimeSharp.pth"
+          ]
+        },
+        "availability": "Public",
+        "hasMeta": true,
+        "hasPositivePrompt": false,
+        "onSite": false,
+        "remixOfId": null
+      },
+      {
+        "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/bde222b6-db30-45b7-8dc0-a8f086c04de7/original=true/114507757.jpeg",
+        "nsfwLevel": 1,
+        "width": 1432,
+        "height": 2144,
+        "hash": "UEM7$EMH009ebF00_3M{,$KS8{r.~q_3?cM{",
+        "type": "image",
+        "metadata": {
+          "hash": "UEM7$EMH009ebF00_3M{,$KS8{r.~q_3?cM{",
+          "size": 2507650,
+          "width": 1432,
+          "height": 2144
+        },
+        "minor": false,
+        "poi": false,
+        "meta": {
+          "seed": 984363486308156,
+          "vaes": [
+            "ae.safetensors"
+          ],
+          "steps": 36,
+          "width": 1024,
+          "height": 1536,
+          "denoise": 1,
+          "sampler": "res_multistep",
+          "cfgScale": 5,
+          "scheduler": "linear_quadratic",
+          "upscalers": [
+            "4x-AnimeSharp.pth"
+          ]
+        },
+        "availability": "Public",
+        "hasMeta": true,
+        "hasPositivePrompt": false,
+        "onSite": false,
+        "remixOfId": null
+      },
+      {
+        "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/9bcf01e1-b667-489e-a1d3-e61c05d91971/original=true/114507763.jpeg",
+        "nsfwLevel": 1,
+        "width": 1024,
+        "height": 1536,
+        "hash": "UaGbF%~B-;S5XoI;I]NHJWIpNHoc-poKR*Rj",
+        "type": "image",
+        "metadata": {
+          "hash": "UaGbF%~B-;S5XoI;I]NHJWIpNHoc-poKR*Rj",
+          "size": 2500941,
+          "width": 1024,
+          "height": 1536
+        },
+        "minor": false,
+        "poi": false,
+        "meta": {
+          "seed": 1089198661151601,
+          "vaes": [
+            "ae.safetensors"
+          ],
+          "steps": 36,
+          "width": 1024,
+          "height": 1536,
+          "denoise": 1,
+          "sampler": "res_multistep",
+          "cfgScale": 5,
+          "scheduler": "linear_quadratic"
+        },
+        "availability": "Public",
+        "hasMeta": true,
+        "hasPositivePrompt": false,
+        "onSite": false,
+        "remixOfId": null
+      }
+    ],
+    "downloadUrl": "https://civitai.com/api/download/models/2474326",
+    "creator": {
+      "username": "Anlia",
+      "image": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/602448bf-d149-4b76-8ece-762f9c2cdb5f/width=96/Anlia.jpeg"
+    }
+  },
+  "tags": [
+    "newbiepipeline",
+    "base model",
+    "anime",
+    "illustration",
+    "newbie",
+    "safetensors",
+    "transformer",
+    "diffusers",
+    "text-to-image",
+    "image-generation",
+    "next-dit"
+  ],
+  "modelDescription": "<h1 id=\"newbie-image-exp0.1\"><strong>NewBie image Exp0.1</strong></h1><p><img src=\"https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/20bec9e6-a22e-421e-a570-8f8e2f1f8a50/width=525/20bec9e6-a22e-421e-a570-8f8e2f1f8a50.jpeg\" /></p><ul><li><p><a target=\"_blank\" rel=\"ugc\" href=\"https://github.com/NewBieAI-Lab/NewBie-image-Exp0.1\">GitHub (Code)</a></p></li></ul><ul><li><p><a target=\"_blank\" rel=\"ugc\" href=\"https://github.com/NewBieAI-Lab/NewbieLoraTrainer\">GitHub (LoRA Trainer)</a></p></li></ul><ul><li><p><a target=\"_blank\" rel=\"ugc\" href=\"https://github.com/E-Anlia/ComfyUI-NewBie\">GitHub (ComfyUI)</a></p></li></ul><ul><li><p><a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/NewBie-AI/NewBie-image-Exp0.1\">Hugging Face</a></p></li></ul><ul><li><p><a target=\"_blank\" rel=\"ugc\" href=\"https://www.modelscope.cn/models/NewBieAi-lab/NewBie-image-Exp0.1\">ModelScope</a></p></li></ul><h3 id=\"exp0.1-base\"><strong><em>🧱 </em>Exp0.1 Base</strong></h3><ul><li><p><strong>NewBie image Exp0.1</strong> is a <strong>3.5B</strong> parameter DiT model developed through research on the Lumina architecture.</p><p>Building on these insights, it adopts Next-DiT as the foundation to design a new NewBie architecture tailored for text-to-image generation.</p><p>The <em>NewBie image Exp0.1</em> model is trained within this newly constructed system, representing the first experimental release of the NewBie text-to-image generation framework.</p></li></ul><p><strong><em>Text Encoders</em></strong></p><ul><li><p>We use Gemma3-4B-it as the primary text encoder, conditioning on its penultimate-layer token hidden states. We also extract pooled text features from Jina CLIP v2, project them, and fuse them into the time/AdaLN conditioning pathway. Together, Gemma3-4B-it and Jina CLIP v2 provide strong prompt understanding and improved instruction adherence.</p></li></ul><p><strong><em>VAE</em></strong></p><ul><li><p>Use the FLUX.1-dev 16channel VAE to encode images into latents, delivering richer, smoother color rendering and finer texture detail helping safeguard the stunning visual quality of NewBie image Exp0.1.</p></li></ul><p><strong><em>Prompt</em></strong></p><ul><li><p>XML structured prompt</p></li><li><p>Natural language prompt</p></li><li><p>Tag prompt</p></li></ul><h3 id=\"task-type\"><strong>🖼️ Task type</strong></h3><p><strong>NewBie image Exp0.1</strong> is pretrain on a large corpus of high-quality anime data, enabling the model to generate remarkably detailed and visually striking anime style images.</p><p><img src=\"https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/f0faf6da-f5f3-4969-93ba-e70170aac56d/width=525/f0faf6da-f5f3-4969-93ba-e70170aac56d.jpeg\" />We reformatted the dataset text into an <strong>XML structured format</strong> for our experiments. Empirically, this improved attention binding and attribute/element disentanglement, and also led to faster convergence.</p><p>Besides that, It also supports natural language and tags inputs.</p><h3 id=\"model-zoo\"><strong>🧰 Model Zoo</strong></h3><p><strong>NewBie image Exp0.1: </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/NewBie-AI/NewBie-image-Exp0.1\"><strong>Hugging face</strong></a><strong> | </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://www.modelscope.cn/models/NewBieAi-lab/NewBie-image-Exp0.1\"><strong>modelscope</strong></a></p><p><strong>Gemma3-4B-it: </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/google/gemma-3-4b-it\"><strong>Hugging face</strong></a><strong> | </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://www.modelscope.cn/models/google/gemma-3-4b-it\"><strong>modelscope</strong></a></p><p><strong>Jina CLIP v2: </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/jinaai/jina-clip-v2\"><strong>Hugging face</strong></a><strong> | </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://www.modelscope.cn/models/jinaai/jina-clip-v2\"><strong>modelscope</strong></a></p><p><strong>FLUX.1-dev VAE: </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/vae/diffusion_pytorch_model.safetensors\"><strong>Hugging face</strong></a><strong> | </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://www.modelscope.cn/models/black-forest-labs/FLUX.1-dev/tree/master/vae\"><strong>modelscope</strong></a></p><h3 id=\"training-procedure\"><strong>💪 Training procedure</strong></h3><p><img src=\"https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/7c61edfd-5558-4129-b780-f2669e67ce53/width=525/7c61edfd-5558-4129-b780-f2669e67ce53.jpeg\" /></p><h3 id=\"participate\"><strong>🔬 Participate</strong></h3><p><strong><em>Core</em></strong></p><ul><li><p><a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/E-Anlia\"><strong>Anlia</strong></a><strong> | </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/CreeperMZ\"><strong>CreeperMZ</strong></a><strong> | </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/LAXMAYDAY\"><strong>L_A_X</strong></a><strong> | </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/maikaaomi\"><strong>maikaaomi</strong></a><strong> | </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/xuefei123456\"><strong>waw1w1</strong></a><strong> | </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/LakiCat\"><strong>LakiCat</strong></a><strong> | </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/windsingai\"><strong>chenkin</strong></a><strong> | </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/aplx\"><strong>aplxaplx</strong></a><strong> | </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/GuChen\"><strong>NULL</strong></a></p></li></ul><p><strong><em>Members</em></strong></p><ul><li><p><a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/niangao233\"><strong>niangao233</strong></a><strong> | </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/ginkgowm\"><strong>ginkgowm</strong></a><strong> | </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/leafmoone\"><strong>leafmoone</strong></a><strong> | </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/NaviVoid\"><strong>NaviVoid</strong></a><strong> | </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/Emita\"><strong>Emita</strong></a><strong> | </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/TLFZ\"><strong>TLFZ</strong></a><strong> | </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/3HOOO\"><strong>3HOOO</strong></a></p></li></ul><p></p><h3 id=\"acknowledgments\"><strong>✨ Acknowledgments</strong></h3><ul><li><p>Thanks to the <a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/Alpha-VLLM\">Alpha-VLLM Org</a> for open sourcing the advanced <a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/collections/Alpha-VLLM/lumina-family\">Lumina family</a>. which has been invaluable for our research.</p></li></ul><ul><li><p>Thanks to <a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/google\">Google</a> for open sourcing the powerful <a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/google/gemma-3-4b-it\">Gemma3</a> LLM family</p></li><li><p>Thanks to the <a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/jinaai\">Jina AI Org</a> for open sourcing the <a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/jinaai/jina-clip-v2\">Jina</a> family, enabling further research.</p></li><li><p>Thanks to <a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/black-forest-labs\">Black Forest Labs</a> for open sourcing the <a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/vae\">FLUX VAE</a> family. powerful 16channel VAE is one of the key components behind improved image quality.</p></li></ul><ul><li><p>Thanks to <a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/neta-art\">Neta.art</a> for fine-tuning and open sourcing the <a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/Alpha-VLLM/Lumina-Image-2.0\">Lumina-image-2.0</a> base model. <a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/neta-art/Neta-Lumina\">Neta-Lumina</a> gives us the opportunity to study the performance of Next-DiT on Anime Types.</p></li><li><p>Thanks to <a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/deepghs\">DeepGHS</a>/<a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/narugo1992\">narugo1992</a>/<a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/SumomoLee\">SumomoLee</a> for providing high-quality Anime Datasets.</p></li><li><p>Thanks to <a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/nyanko7\">Nyanko</a> for the early help and support.</p></li><li><p>Thanks to <a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/woctordho\">woctordho</a> for helping improve NewBie’s compatibility with community tools.</p></li></ul><h3 id=\"contribute\"><strong>📖 Contribute</strong></h3><ul><li><p><em>Neko, 衡鲍, XiaoLxl, xChenNing, Hapless, Lius</em></p></li><li><p><em>WindySea, 秋麒麟热茶, 古柯, Rnglg2, Ly, GHOSTLXH</em></p></li><li><p><em>Sarara, Seina, KKT机器人, NoirAlmondL, 天满, 暂时</em></p></li><li><p><em>Wenaka喵, ZhiHu, BounDless, DetaDT, 紫影のソナーニル</em></p></li><li><p><em>花火流光, R3DeK, 圣人A, 王王玉, 乾坤君Sennke, 砚青</em></p></li><li><p><em>Heathcliff01, 无音, MonitaChan, WhyPing, TangRenLan</em></p></li><li><p><em>HomemDesgraca, EPIC, ARKBIRD, Talan, 448, Hugs288</em></p></li></ul><h3 id=\"community-guide\"><strong>🧭 Community Guide</strong></h3><p><strong><em>Getting Started Guide</em></strong></p><ul><li><p><a target=\"_blank\" rel=\"ugc\" href=\"https://ai.feishu.cn/wiki/NZl9wm7V1iuNzmkRKCUcb1USnsh\">English</a></p></li><li><p><a target=\"_blank\" rel=\"ugc\" href=\"https://ai.feishu.cn/wiki/P3sgwUUjWih8ZWkpr0WcwXSMnTb\">中文</a></p></li></ul><p><strong><em>LoRa Trainer</em></strong></p><ul><li><p><a target=\"_blank\" rel=\"ugc\" href=\"https://www.notion.so/Newbie-AI-lora-training-tutorial-English-2c2e4ae984ab8177b312e318827657e6?source=copy_link\">English</a></p></li><li><p><a target=\"_blank\" rel=\"ugc\" href=\"https://www.notion.so/Newbie-AI-lora-2b84f7496d81803db524f5fc4a9c94b9?source=copy_link\">中文</a></p></li></ul><h3 id=\"communication\"><strong>💬 Communication</strong></h3><ul><li><p><a target=\"_blank\" rel=\"ugc\" href=\"https://discord.gg/bDJjy7rBGm\">Discord</a></p></li><li><p><a target=\"_blank\" rel=\"ugc\" href=\"https://pd.qq.com/s/a79to55q6\">解构原典</a></p></li><li><p><a target=\"_blank\" rel=\"ugc\" href=\"https://qm.qq.com/q/qnHFwN9fSE\">ChatGroup</a></p></li></ul><h3 id=\"license\"><strong>📜 License</strong></h3><ul><li><p><strong>Model Weights:</strong> Newbie Non-Commercial Community License (Newbie-NC-1.0).</p><p>Applies to: model weights/parameters/configs and derivatives (fine-tunes, LoRA, merges, quantized variants, etc.)</p><p>For Non Commercial use only, and must be shared under the same license.</p><p>See <a target=\"_blank\" rel=\"ugc\" href=\"https://huggingface.co/NewBie-AI/NewBie-image-Exp0.1/blob/main/LICENSE.md\">NewBie-image-Exp0.1 LICENSE.md</a></p></li></ul><p></p><ul><li><p><strong>Code:</strong> Apache License 2.0.</p><p>Applies to: training/inference scripts and related source code in this project.</p><p>See <a target=\"_blank\" rel=\"ugc\" href=\"https://www.apache.org/licenses/LICENSE-2.0\">Apache-2.0</a></p></li></ul><h3 id=\"disclaimer\"><strong>⚠️ Disclaimer</strong></h3><p><strong>This model may produce unexpected or harmful outputs. Users are solely responsible for any risks and potential consequences arising from its use.</strong></p><p></p><p></p>",
+  "civitai_deleted": false,
+  "favorite": false,
+  "exclude": false,
+  "db_checked": false,
+  "skip_metadata_refresh": false,
+  "metadata_source": "civitai_api",
+  "last_checked_at": 1772525896.873205,
+  "hash_status": "completed",
+  "usage_tips": "{}",
+  "sub_type": "checkpoint"
+}

Checkpoint/diffusers/NewBie/NewBie-image-v0.1-exp-ep9.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b8ed0f26c0b90b70a5a2ef0f69041529af7fbfef206f773c07d6cd1d56d77ef8
+size 6973329400

Checkpoint/diffusers/NewBie/NewBie.txt

@@ -0,0 +1,4 @@
+采样器：res_multistep
+调度器：linear_quadratic
+步数：36
+cfg：5.0