From e2924a8a8d4bb10f0a86c1e2c2a7703e30f74f4e Mon Sep 17 00:00:00 2001
From: JustinMeans <46542161+JustinMeans@users.noreply.github.com>
Date: Tue, 20 Dec 2022 17:54:51 -0700
Subject: [PATCH] Synced to main branch and minimizes line changes

---
 .../pipeline/StableDiffusionPipeline.swift               | 9 ++++++---
 1 file changed, 6 insertions(+), 3 deletions(-)

diff --git a/swift/StableDiffusion/pipeline/StableDiffusionPipeline.swift b/swift/StableDiffusion/pipeline/StableDiffusionPipeline.swift
index 8464f8a..0cd2253 100644
--- a/swift/StableDiffusion/pipeline/StableDiffusionPipeline.swift
+++ b/swift/StableDiffusion/pipeline/StableDiffusionPipeline.swift
@@ -108,6 +108,7 @@ public struct StableDiffusionPipeline: ResourceManaging {
     ///
     /// - Parameters:
     ///   - prompt: Text prompt to guide sampling
+    ///   - negativePrompt: Negative text prompt to guide sampling
     ///   - stepCount: Number of inference steps to perform
     ///   - imageCount: Number of samples/images to generate for the input prompt
     ///   - seed: Random seed which
@@ -117,6 +118,7 @@ public struct StableDiffusionPipeline: ResourceManaging {
     ///            The images will be nil if safety checks were performed and found the result to be un-safe
     public func generateImages(
         prompt: String,
+        negativePrompt: String = "",
         imageCount: Int = 1,
         stepCount: Int = 50,
         seed: UInt32 = 0,
@@ -125,17 +127,18 @@ public struct StableDiffusionPipeline: ResourceManaging {
         progressHandler: (Progress) -> Bool = { _ in true }
     ) throws -> [CGImage?] {
 
-        // Encode the input prompt as well as a blank unconditioned input
+        // Encode the input prompt and negative prompt
         let promptEmbedding = try textEncoder.encode(prompt)
-        let blankEmbedding = try textEncoder.encode("")
+        let negativePromptEmbedding = try textEncoder.encode(negativePrompt)
 
         if reduceMemory {
             textEncoder.unloadResources()
         }
 
         // Convert to Unet hidden state representation
+        // Concatenate the prompt and negative prompt embeddings
         let concatEmbedding = MLShapedArray<Float32>(
-            concatenating: [blankEmbedding, promptEmbedding],
+            concatenating: [negativePromptEmbedding, promptEmbedding],
             alongAxis: 0
         )