node examples

2025-02-26 21:04:35 +00:00
parent 9efd7a7371
commit 38e8698c40
5 changed files with 8 additions and 0 deletions
@@ -61,6 +61,8 @@ The extension adds the following nodes to ComfyUI:

 This is the main node implementing the random search and zero-order optimization algorithms from the paper.

+![InferenceTimeScaler Node](assets/inference_scaler_node.jpeg)
+
 #### Inputs:
 - `model`: (MODEL) Denoising model
 - `seed`: (INT) Random seed for reproducibility
@@ -96,6 +98,8 @@ This is the main node implementing the random search and zero-order optimization

 Loads the Qwen VLM verifier model for image evaluation.

+![Qwen VLM Verifier Node](assets/qwen_verifier_node.jpeg)
+
 #### Inputs:
 - `qwen_verifier_id`: Model identifier (default: "Qwen/Qwen2.5-VL-7B-Instruct")
 - `device`: Device to load model on ("cuda" or "cpu")
@@ -107,6 +111,8 @@ Loads the Qwen VLM verifier model for image evaluation.

 Loads the CLIP model for computing text-image similarity scores.

+![CLIP Score Verifier Node](assets/clip_verifier_node.jpeg)
+
 #### Inputs:
 - `clip_verifier_id`: Model identifier (default: "openai/clip-vit-base-patch32")
 - `device`: Device to load model on ("cuda" or "cpu")
@@ -118,6 +124,8 @@ Loads the CLIP model for computing text-image similarity scores.

 Loads the ImageReward model for image quality assessment.

+![ImageReward Verifier Node](assets/image_reward_node.jpeg)
+
 #### Inputs:
 - `ir_verifier_id`: Model identifier (default: "ImageReward-v1.0")
 - `device`: Device to load model on ("cuda" or "cpu")