Remove pricing information from notebook and link to ground truth pricing page

Author: enzymezoo-code

nbs/SD3_API.ipynb

@@ -6,7 +6,7 @@
         "id": "rgv9qma6OOue"
       },
       "source": [
-        "# SD3.5, SD3.5-Turbo, and SD3.5-Medium\n",
+        "# SD3.5, SD3.5-Turbo, SD3.5-Medium, and SD3.5 Flash\n",
         "\n",
         "Welcome. This notebook can be used to try out the SD3.5 service from Stability.\n",
         "\n",
@@ -113,13 +113,15 @@
         "\n",
         "Stable Image services include:\n",
         "\n",
-        "- SD3.5 Large:  The 8 billion parameter model. This service will use 6.5 credits.\n",
-        "- SD3.5 Large Turbo:  A distilled version of Stable Diffusion 4 Large with a faster inference time. This service will use 4 credits.\n",
-        "- SD3.5 Medium: The 2 billion parameter model. This service will use 3.5 credits.\n",
-        "- SD3.5 Flash: A distilled version of Stable Diffusion 3.5 Medium. Generates high-quality images with a 4 step process instead of 40. This service will use 2.5 credits.\n",
+        "- SD3.5 Large:  The 8 billion parameter model.\n",
+        "- SD3.5 Large Turbo:  A distilled version of Stable Diffusion 4 Large with a faster inference time.\n",
+        "- SD3.5 Medium: The 2 billion parameter model.\n",
+        "- SD3.5 Flash: A distilled version of Stable Diffusion 3.5 Medium. Generates high-quality images with a 4 step process instead of 40.\n",
         "\n",
         "See https://platform.stability.ai/docs/api-reference#tag/Generate\n",
         "\n",
+        "Pricing page: https://platform.stability.ai/pricing\n",
+        "\n",
         "Try these services out in the sections below. Check back in for regular updates.\n",
         "\n",
         "Feedback welcome."
@@ -850,12 +852,13 @@
       "provenance": []
     },
     "kernelspec": {
-      "display_name": "Python 3",
+      "display_name": ".venv",
+      "language": "python",
       "name": "python3"
     },
     "language_info": {
       "name": "python",
-      "version": "3.10.12"
+      "version": "3.13.3"
     }
   },
   "nbformat": 4,

nbs/Stable_Image_API_Control.ipynb

@@ -116,11 +116,13 @@
         "\n",
         "Stable Image editing services include four offerings currently in production:\n",
         "\n",
-        "- Sketch: This service offers an ideal solution for design projects that require brainstorming and frequent iterations. It upgrades rough hand-drawn sketches to refined outputs with precise control. For non-sketch images, it allows detailed manipulation of the final appearance by leveraging the contour lines and edges within the image. This service will use 3 credits.\n",
-        "- Control: This service excels in generating images by maintaining the structure of an input image, making it especially valuable for advanced content creation scenarios such as recreating scenes or rendering characters from models. This service will use 3 credits.\n",
+        "- Sketch: This service offers an ideal solution for design projects that require brainstorming and frequent iterations. It upgrades rough hand-drawn sketches to refined outputs with precise control. For non-sketch images, it allows detailed manipulation of the final appearance by leveraging the contour lines and edges within the image.\n",
+        "- Control: This service excels in generating images by maintaining the structure of an input image, making it especially valuable for advanced content creation scenarios such as recreating scenes or rendering characters from models.\n",
         "\n",
         "See https://platform.stability.ai/docs/api-reference#tag/Control\n",
         "\n",
+        "Pricing page: https://platform.stability.ai/pricing\n",
+        "\n",
         "Try these services out in the sections below. Check back in for regular updates.\n",
         "\n",
         "Feedback welcome."

nbs/Stable_Image_API_Edit.ipynb

@@ -116,13 +116,15 @@
         "\n",
         "Stable Image editing services include four offerings currently in production:\n",
         "\n",
-        "- Inpaint: where you specify a `mask` (or use the alpha channel of the `image` parameter). The `prompt` is what will be added to the image in the masked area. Regardless of input resolution, the output will be provided at 4mp. This service will use 3 credits.\n",
-        "- Search-and-Replace: where you specify what you want to replace in the input image via `search_prompt`. The `prompt` is what will be added to the image in place of the object from the search_prompt. Regardless of input resolution, the output will be provided at 4mp. This service will use 4 credits.\n",
-        "- Outpaint: Extend an image in any direction. This service will use 4 credits.\n",
-        "- Remove Background: Removes the background from an image. This service will use 2 credits.\n",
+        "- Inpaint: where you specify a `mask` (or use the alpha channel of the `image` parameter). The `prompt` is what will be added to the image in the masked area. Regardless of input resolution, the output will be provided at 4mp.\n",
+        "- Search-and-Replace: where you specify what you want to replace in the input image via `search_prompt`. The `prompt` is what will be added to the image in place of the object from the search_prompt. Regardless of input resolution, the output will be provided at 4mp.\n",
+        "- Outpaint: Extend an image in any direction.\n",
+        "- Remove Background: Removes the background from an image.\n",
         "\n",
         "See https://platform.stability.ai/docs/api-reference#tag/Edit\n",
         "\n",
+        "Pricing page: https://platform.stability.ai/pricing\n",
+        "\n",
         "Try these services out in the sections below. Check back in for regular updates.\n",
         "\n",
         "Feedback welcome."