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README.md

@@ -21,7 +21,7 @@ These LoRAs may cover different use cases over time, so this repository is not l
 | `ltx23_inpaint_rank128_v1_02500steps.safetensors` | Sometimes this checkpoint follows the prompt better, probably because it experienced less overfitting. |
 | `ltx23_inpaint_rank128_v1_10000steps.safetensors` | Sometimes this checkpoint doesn't follow instructions quite right, because it focuses more on the size of the mask; but other than that, it uses the masked region better. This is probably because it experienced more overfitting after a longer training period on a more limited dataset. |
 | `ltx23_inpaint_masked_r2v_rank32_v1_3000steps.safetensors` | Inpainting LoRA with reference support. This model allows inpainting while also using a visual reference, which can help guide the desired replacement more precisely. Prompt quality is extremely important for good results, and mask size matters even more. |
-| `ltx23_edit_anything_global_rank128_v1_6000steps_prodigy or ltx23_edit_anything_global_rank128_v1_7500steps_adamw.safetensors` | Experimental Edit Anything LoRA trained on 8,000 video pairs for add / remove / replace / style transformations. Best used for experimentation, prompt testing, and building synthetic datasets, especially style-focused ones. Model file: <https://huggingface.co/Alissonerdx/LTX-LoRAs/blob/main/ltx23_edit_anything_global_rank128_v1_7500steps.safetensors> |
+| `ltx23_edit_anything_global_rank128_v1_6000steps_prodigy or ltx23_edit_anything_global_rank128_v1_9000steps_adamw.safetensors` | Experimental Edit Anything LoRA trained on 8,000 video pairs for add / remove / replace / style transformations. Best used for experimentation, prompt testing, and building synthetic datasets, especially style-focused ones. Model file: <https://huggingface.co/Alissonerdx/LTX-LoRAs/blob/main/ltx23_edit_anything_global_rank128_v1_9000steps_adamw.safetensors> |
 
 Use whatever suits you best.
 
@@ -96,8 +96,8 @@ The best approach is to compare both in your workflow, since preference may vary
 
 This repo also includes an **experimental Edit Anything LoRA** for **video editing**.
 
-**Model file:** `ltx23_edit_anything_global_rank128_v1_6000steps_prodigy.safetensors`  
-**Model location:** <https://huggingface.co/Alissonerdx/LTX-LoRAs/blob/main/ltx23_edit_anything_global_rank128_v1_6000steps_prodigy.safetensors>
+**Model file:** `ltx23_edit_anything_global_rank128_v1_9000steps_adamw.safetensors`  
+**Model location:** <https://huggingface.co/Alissonerdx/LTX-LoRAs/blob/main/ltx23_edit_anything_global_rank128_v1_9000steps_adamw.safetensors>
 
 
 **Recommended workflow:** `ltx23_edit_anything_v1`

ltx23_edit_anything_global_rank128_v1_9000steps_adamw.safetensors

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workflows/ltx23_edit_anything_v1.json

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-        "# LTX-2.3\n\n* Hugging Face: [Lightricks/LTX-2.3](https://huggingface.co/Lightricks/LTX-2.3/)\n* GitHub: [LTX-2](https://github.com/Lightricks/LTX-2)\n\n## LTX-2.3 Prompting Tips\n\n1. **Core Actions**: describe events and actions as they happen over time\n2. **Visual Details**: describe all visual details you want to appear in the video\n3. **Audio**: describe any sounds and dialogue needed for the scene\n\n## Report LTX-2.3 Issues\n\nTo report issues when running this workflow, go here:\n[https://github.com/Lightricks/ComfyUI-LTXVideo/issues](https://github.com/Lightricks/ComfyUI-LTXVideo/issues)\n\n---\n\n## Required Models and Files\n\n### diffusion_models\n\n**Option 1**\n\n* [ltx-2-3-22b-dev_transformer_only_fp8_input_scaled.safetensors](https://huggingface.co/Kijai/LTX2.3_comfy/blob/main/diffusion_models/ltx-2-3-22b-dev_transformer_only_fp8_input_scaled.safetensors)\n\n\n* [ltx-2.3-22b-dev-Q6_K.gguf](https://huggingface.co/unsloth/LTX-2.3-GGUF/blob/main/ltx-2.3-22b-dev-Q6_K.gguf)\n\n\n> This model requires the **distilled LoRA** if you want to generate videos in **8 steps**.\n\n**Option 2**\n\n* [ltx-2.3-22b-distilled_transformer_only_fp8_input_scaled_v3.safetensors](https://huggingface.co/Kijai/LTX2.3_comfy/blob/main/diffusion_models/ltx-2.3-22b-distilled_transformer_only_fp8_input_scaled_v3.safetensors)\n\n* [ltx-2.3-22b-distilled-1.1_transformer_only_fp8_scaled.safetensors](https://huggingface.co/Kijai/LTX2.3_comfy/blob/main/diffusion_models/ltx-2.3-22b-distilled-1.1_transformer_only_fp8_scaled.safetensors) - Added 16-04-2026\n\n> This models **does not require** the distilled LoRA.\n\n---\n\n### vaes\n\n* [LTX23_audio_vae_bf16.safetensors](https://huggingface.co/Kijai/LTX2.3_comfy/blob/main/vae/LTX23_audio_vae_bf16.safetensors)\n* [LTX23_video_vae_bf16.safetensors](https://huggingface.co/Kijai/LTX2.3_comfy/blob/main/vae/LTX23_video_vae_bf16.safetensors)\n\n**For preview**\n\n* [taeltx2_3.safetensors](https://huggingface.co/Kijai/LTX2.3_comfy/blob/main/vae/taeltx2_3.safetensors)\n\n---\n\n### projection text encoder\n\n* [ltx-2.3_text_projection_bf16.safetensors](https://huggingface.co/Kijai/LTX2.3_comfy/blob/main/text_encoders/ltx-2.3_text_projection_bf16.safetensors)\n\n---\n\n### text encoder\n\nYou can download the text encoder here:\n\n* [gemma_3_12B_it_fp8_scaled.safetensors](https://huggingface.co/Comfy-Org/ltx-2/blob/main/split_files/text_encoders/gemma_3_12B_it_fp8_scaled.safetensors)\n\n---\n\n### loras\n\n* [ltx-2.3-22b-distilled-1.1_lora-dynamic_fro09_avg_rank_111_bf16.safetensors](https://huggingface.co/Kijai/LTX2.3_comfy/blob/main/loras/ltx-2.3-22b-distilled-1.1_lora-dynamic_fro09_avg_rank_111_bf16.safetensors)\n\n* [ltx23_edit_anything_global_rank128_v1_7500steps.safetensors](https://huggingface.co/Alissonerdx/LTX-LoRAs/blob/main/ltx23_edit_anything_global_rank128_v1_7500steps.safetensors)\n\n\n> If you download\n> **ltx-2-3-22b-dev_transformer_only_fp8_input_scaled.safetensors**,\n> use the LoRA above.\n\n---\n\n### upscalers\n\n**Spatial upscaler**\n\n* [ltx-2.3-spatial-upscaler-x2-1.1.safetensors](https://huggingface.co/Lightricks/LTX-2.3/blob/main/ltx-2.3-spatial-upscaler-x2-1.1.safetensors)\n\n**Temporal upscaler**\n\n* [ltx-2.3-temporal-upscaler-x2-1.0.safetensors](https://huggingface.co/Lightricks/LTX-2.3/blob/main/ltx-2.3-temporal-upscaler-x2-1.0.safetensors)\n\n---\n\n## Model Folder Structure\n\n```text\n📂 ComfyUI/\n├── 📂 models/\n│   ├── 📂 diffusion_models/\n│   │   ├── ltx-2-3-22b-dev_transformer_only_fp8_input_scaled.safetensors\n│   │   └── ltx-2.3-22b-distilled_transformer_only_fp8_input_scaled_v3.safetensors\n│   ├── 📂 vae/\n│   │   ├── LTX23_audio_vae_bf16.safetensors\n│   │   ├── LTX23_video_vae_bf16.safetensors\n│   │   └── taeltx2_3.safetensors\n│   ├── 📂 text_encoders/\n│   │   ├── ltx-2.3_text_projection_bf16.safetensors\n│   │   └── gemma_3_12B_it_fp8_scaled.safetensors\n│   ├── 📂 loras/\n│   │   ├── ltx-2.3-22b-distilled-lora-dynamic_fro09_avg_rank_105_bf16.safetensors\n│   │   ├── ltx23_edit_anything_global_rank128_v1_7500steps.safetensors\n│   └── 📂 latent_upscale_models/\n│       ├── ltx-2.3-spatial-upscaler-x2-1.1.safetensors\n│       └── ltx-2.3-temporal-upscaler-x2-1.0.safetensors\n```\n\n---\n\n## Important Notes\n\n* If you use **`ltx-2-3-22b-dev_transformer_only_fp8_input_scaled.safetensors`**, you will also need the **distilled LoRA** to generate videos in **8 steps**.\n* If you use **`ltx-2.3-22b-distilled_transformer_only_fp8_input_scaled_v3.safetensors`**, the **LoRA is not required**.\n* **`taeltx2_3.safetensors`** is used for **preview**.\n* Both **spatial** and **temporal** upscalers are optional.\n\n---\n\n## Report Issues\n\nBefore reporting any issue, make sure to update ComfyUI first:\n[ComfyUI update guide](https://docs.comfy.org/installation/update_comfyui)\n\n> Note: Desktop and Cloud releases follow stable builds, so some models supported in nightly versions may not be available yet.\n\n### Where to report each issue type\n\n* Cannot run / runtime errors: [ComfyUI/issues](https://github.com/Comfy-Org/ComfyUI/issues)\n* UI / frontend issues: [ComfyUI_frontend/issues](https://github.com/Comfy-Org/ComfyUI_frontend/issues)\n* Workflow issues: [workflow_templates/issues](https://github.com/Comfy-Org/workflow_templates/issues)\n\n\n"
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@@ -5752,9 +5730,7 @@
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-      "title": "Describe the task here (Prompt)",
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+      "title": "Model Links",
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@@ -6046,10 +6090,10 @@
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-        "Replace a garrafa de vodka por alguma coisa legal"
+        "# LTX-2.3\n\n* Hugging Face: [Lightricks/LTX-2.3](https://huggingface.co/Lightricks/LTX-2.3/)\n* GitHub: [LTX-2](https://github.com/Lightricks/LTX-2)\n\n## LTX-2.3 Prompting Tips\n\n1. **Core Actions**: describe events and actions as they happen over time\n2. **Visual Details**: describe all visual details you want to appear in the video\n3. **Audio**: describe any sounds and dialogue needed for the scene\n\n## Report LTX-2.3 Issues\n\nTo report issues when running this workflow, go here:\n[https://github.com/Lightricks/ComfyUI-LTXVideo/issues](https://github.com/Lightricks/ComfyUI-LTXVideo/issues)\n\n---\n\n## Required Models and Files\n\n### diffusion_models\n\n**Option 1**\n\n* [ltx-2-3-22b-dev_transformer_only_fp8_input_scaled.safetensors](https://huggingface.co/Kijai/LTX2.3_comfy/blob/main/diffusion_models/ltx-2-3-22b-dev_transformer_only_fp8_input_scaled.safetensors)\n\n\n* [ltx-2.3-22b-dev-Q6_K.gguf](https://huggingface.co/unsloth/LTX-2.3-GGUF/blob/main/ltx-2.3-22b-dev-Q6_K.gguf)\n\n\n> This model requires the **distilled LoRA** if you want to generate videos in **8 steps**.\n\n**Option 2**\n\n* [ltx-2.3-22b-distilled_transformer_only_fp8_input_scaled_v3.safetensors](https://huggingface.co/Kijai/LTX2.3_comfy/blob/main/diffusion_models/ltx-2.3-22b-distilled_transformer_only_fp8_input_scaled_v3.safetensors)\n\n* [ltx-2.3-22b-distilled-1.1_transformer_only_fp8_scaled.safetensors](https://huggingface.co/Kijai/LTX2.3_comfy/blob/main/diffusion_models/ltx-2.3-22b-distilled-1.1_transformer_only_fp8_scaled.safetensors) - Added 16-04-2026\n\n> This models **does not require** the distilled LoRA.\n\n---\n\n### vaes\n\n* [LTX23_audio_vae_bf16.safetensors](https://huggingface.co/Kijai/LTX2.3_comfy/blob/main/vae/LTX23_audio_vae_bf16.safetensors)\n* [LTX23_video_vae_bf16.safetensors](https://huggingface.co/Kijai/LTX2.3_comfy/blob/main/vae/LTX23_video_vae_bf16.safetensors)\n\n**For preview**\n\n* [taeltx2_3.safetensors](https://huggingface.co/Kijai/LTX2.3_comfy/blob/main/vae/taeltx2_3.safetensors)\n\n---\n\n### projection text encoder\n\n* [ltx-2.3_text_projection_bf16.safetensors](https://huggingface.co/Kijai/LTX2.3_comfy/blob/main/text_encoders/ltx-2.3_text_projection_bf16.safetensors)\n\n---\n\n### text encoder\n\nYou can download the text encoder here:\n\n* [gemma_3_12B_it_fp8_scaled.safetensors](https://huggingface.co/Comfy-Org/ltx-2/blob/main/split_files/text_encoders/gemma_3_12B_it_fp8_scaled.safetensors)\n\n---\n\n### loras\n\n* [ltx-2.3-22b-distilled-1.1_lora-dynamic_fro09_avg_rank_111_bf16.safetensors](https://huggingface.co/Kijai/LTX2.3_comfy/blob/main/loras/ltx-2.3-22b-distilled-1.1_lora-dynamic_fro09_avg_rank_111_bf16.safetensors)\n\n* [ltx23_edit_anything_global_rank128_v1_7500steps.safetensors](https://huggingface.co/Alissonerdx/LTX-LoRAs/blob/main/ltx23_edit_anything_global_rank128_v1_7500steps.safetensors)\n\n* [ltx-2.3-22b-distilled-lora-384-1.1.safetensors](https://huggingface.co/Lightricks/LTX-2.3/resolve/main/ltx-2.3-22b-distilled-lora-384-1.1.safetensors)\n\n> If you download\n> **ltx-2-3-22b-dev_transformer_only_fp8_input_scaled.safetensors**,\n> use the LoRA above.\n\n---\n\n### upscalers\n\n**Spatial upscaler**\n\n* [ltx-2.3-spatial-upscaler-x2-1.1.safetensors](https://huggingface.co/Lightricks/LTX-2.3/blob/main/ltx-2.3-spatial-upscaler-x2-1.1.safetensors)\n\n**Temporal upscaler**\n\n* [ltx-2.3-temporal-upscaler-x2-1.0.safetensors](https://huggingface.co/Lightricks/LTX-2.3/blob/main/ltx-2.3-temporal-upscaler-x2-1.0.safetensors)\n\n---\n\n## Model Folder Structure\n\n```text\n📂 ComfyUI/\n├── 📂 models/\n│   ├── 📂 diffusion_models/\n│   │   ├── ltx-2-3-22b-dev_transformer_only_fp8_input_scaled.safetensors\n│   │   └── ltx-2.3-22b-distilled_transformer_only_fp8_input_scaled_v3.safetensors\n│   ├── 📂 vae/\n│   │   ├── LTX23_audio_vae_bf16.safetensors\n│   │   ├── LTX23_video_vae_bf16.safetensors\n│   │   └── taeltx2_3.safetensors\n│   ├── 📂 text_encoders/\n│   │   ├── ltx-2.3_text_projection_bf16.safetensors\n│   │   └── gemma_3_12B_it_fp8_scaled.safetensors\n│   ├── 📂 loras/\n│   │   ├── ltx-2.3-22b-distilled-lora-dynamic_fro09_avg_rank_105_bf16.safetensors\n│   │   ├── ltx23_edit_anything_global_rank128_v1_7500steps.safetensors\n│   └── 📂 latent_upscale_models/\n│       ├── ltx-2.3-spatial-upscaler-x2-1.1.safetensors\n│       └── ltx-2.3-temporal-upscaler-x2-1.0.safetensors\n```\n\n---\n\n## Important Notes\n\n* If you use **`ltx-2-3-22b-dev_transformer_only_fp8_input_scaled.safetensors`**, you will also need the **distilled LoRA** to generate videos in **8 steps**.\n* If you use **`ltx-2.3-22b-distilled_transformer_only_fp8_input_scaled_v3.safetensors`**, the **LoRA is not required**.\n* **`taeltx2_3.safetensors`** is used for **preview**.\n* Both **spatial** and **temporal** upscalers are optional.\n\n---\n\n## Report Issues\n\nBefore reporting any issue, make sure to update ComfyUI first:\n[ComfyUI update guide](https://docs.comfy.org/installation/update_comfyui)\n\n> Note: Desktop and Cloud releases follow stable builds, so some models supported in nightly versions may not be available yet.\n\n### Where to report each issue type\n\n* Cannot run / runtime errors: [ComfyUI/issues](https://github.com/Comfy-Org/ComfyUI/issues)\n* UI / frontend issues: [ComfyUI_frontend/issues](https://github.com/Comfy-Org/ComfyUI_frontend/issues)\n* Workflow issues: [workflow_templates/issues](https://github.com/Comfy-Org/workflow_templates/issues)\n\n\n"
       ],
-      "color": "#232",
-      "bgcolor": "#353"
+      "color": "#222",
+      "bgcolor": "#000"
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@@ -6063,7 +6107,7 @@
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       "inputs": [
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@@ -6092,30 +6136,30 @@
         }
       },
       "widgets_values": [
-        "Replace the vodka bottle with a sparkling glass of champagne in the foreground."
+        "Add a small, brown dog in the foreground next to the woman."
       ],
       "color": "#232",
       "bgcolor": "#353"
     },
     {
-      "id": 192,
+      "id": 169,
       "type": "LoraLoaderModelOnly",
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+        2285.2698536308003
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+          "link": 189
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@@ -6123,19 +6167,19 @@
           "name": "MODEL",
           "type": "MODEL",
           "links": [
-            191
+            190
           ]
         }
       ],
       "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.75",
+        "Node name for S&R": "LoraLoaderModelOnly",
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         "models": [
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@@ -6152,148 +6196,114 @@
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       "widgets_values": [
-        "ltx-2/2.3/edit_anything/editanything_global_6000.safetensors",
-        1
+        "ltx-2/ltx-2.3-22b-distilled-lora-384-1.1.safetensors",
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       "color": "#432",
       "bgcolor": "#653"
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-      "id": 94,
-      "type": "BasicScheduler",
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       "pos": [
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-      "inputs": [
-        {
-          "name": "model",
-          "type": "MODEL",
-          "link": 74
-        }
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       "outputs": [
         {
-          "name": "SIGMAS",
-          "type": "SIGMAS",
+          "name": "STRING",
+          "type": "STRING",
+          "widget": {
+            "name": "string_b"
+          },
           "links": [
-            162
+            173
           ]
         }
       ],
+      "title": "Describe the task here (Prompt)",
       "properties": {
-        "cnr_id": "comfy-core",
-        "ver": "0.17.0",
-        "Node name for S&R": "BasicScheduler",
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         "ue_properties": {
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       "widgets_values": [
-        "beta",
-        8,
-        1
-      ]
+        "Adicione um cachorro ao cenario"
+      ],
+      "color": "#232",
+      "bgcolor": "#353"
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     {
-      "id": 152,
-      "type": "VHS_VideoCombine",
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+      "type": "LoraLoaderModelOnly",
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       "inputs": [
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-          "type": "IMAGE",
-          "link": 127
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-        {
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-          "shape": 7,
-          "type": "AUDIO",
-          "link": null
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-        {
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-          "type": "VHS_BatchManager",
-          "link": null
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-        {
-          "name": "frame_rate",
-          "type": "FLOAT",
-          "widget": {
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-          "link": 129
+          "name": "model",
+          "type": "MODEL",
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       "outputs": [
         {
-          "name": "Filenames",
-          "type": "VHS_FILENAMES",
-          "links": null
+          "name": "MODEL",
+          "type": "MODEL",
+          "links": [
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       ],
-      "title": "Video Combine Comparison",
       "properties": {
-        "cnr_id": "comfyui-videohelpersuite",
-        "ver": "993082e4f2473bf4acaf06f51e33877a7eb38960",
-        "Node name for S&R": "VHS_VideoCombine",
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-            "frame_rate": 24,
-            "workflow": "comparison_02301.png",
-            "fullpath": "/home/alissonerdx/tools/ComfyUI/output/comparison_02301.mp4"
+          "version": "7.5.1",
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+        },
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+            "name": "ltx-2.3-22b-distilled-lora-384.safetensors",
+            "url": "https://huggingface.co/Lightricks/LTX-2.3/resolve/main/ltx-2.3-22b-distilled-lora-384.safetensors",
+            "directory": "loras"
           }
-        }
-      }
+        ],
+        "enableTabs": false,
+        "tabWidth": 65,
+        "tabXOffset": 10,
+        "hasSecondTab": false,
+        "secondTabText": "Send Back",
+        "secondTabOffset": 80,
+        "secondTabWidth": 65
+      },
+      "widgets_values": [
+        "ltx-2/2.3/edit_anything/editanything_global_9000_adamw.safetensors",
+        1
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@@ -7272,10 +7282,10 @@
   "extra": {
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