chore: update text-to-image data entries to reflect new provider names and device specifications, standardizing optimization labels to 'Undisclosed' for clarity

app.py

@@ -59,6 +59,11 @@ with gr.Blocks("ParityError/Interstellar", fill_width=True, css=custom_css) as d
                     "Optimization",
                 ],
             )
+            gr.Markdown(
+                """
+                > **💡 Note:** Each efficiency metric and quality metric captures only one dimension of model capacity. Rankings may vary when considering other metrics.
+                """
+            )
         with gr.TabItem("About"):
             with gr.Row():
                 with gr.Column():

data/text_to_image.jsonl

@@ -1,6 +1,6 @@
 {
-    "Provider": "Black Forest Labs",
-    "Device": "H100",
+    "Provider": "Replicate x Black Forest Labs",
+    "Device": "1xH100",
     "Model": "FLUX.1-dev",
     "Optimization": "none",
     "URL": "https://huggingface.co/black-forest-labs/FLUX.1-dev?library=diffusers",
@@ -17,9 +17,9 @@
 }
 {
     "Provider": "fal.ai",
-    "Device": "Serverless",
+    "Device": "Undisclosed",
     "Model": "FLUX.1-dev",
-    "Optimization": "custom",
+    "Optimization": "Undisclosed",
     "URL": "https://fal.ai/models/fal-ai/flux/dev",
     "GenEval": 68.72,
     "HPS (v2.1)": 29.97,
@@ -34,7 +34,7 @@
 }
 {
     "Provider": "Fireworks AI",
-    "Device": "Serverless",
+    "Device": "Undisclosed",
     "Model": "FLUX.1-dev",
     "Optimization": "fp8",
     "URL": "https://fireworks.ai/models/fireworks/flux-1-dev-fp8",
@@ -50,8 +50,8 @@
     "Price per Image": 0.014
 }
 {
-    "Provider": "Pruna AI",
-    "Device": "H100",
+    "Provider": "Replicate x Pruna AI",
+    "Device": "1xH100",
     "Model": "FLUX.1-dev",
     "Optimization": "extra juiced",
     "URL": "https://replicate.com/prunaai/flux.1-juiced",
@@ -67,8 +67,8 @@
     "Price per Image": 0.004
 }
 {
-    "Provider": "Pruna AI",
-    "Device": "H100",
+    "Provider": "Replicate x Pruna AI",
+    "Device": "1xH100",
     "Model": "FLUX.1-dev",
     "Optimization": "juiced",
     "URL": "https://replicate.com/prunaai/flux.1-juiced",
@@ -84,8 +84,8 @@
     "Price per Image": 0.0048
 }
 {
-    "Provider": "Pruna AI",
-    "Device": "H100",
+    "Provider": "Replicate x Pruna AI",
+    "Device": "1xH100",
     "Model": "FLUX.1-dev",
     "Optimization": "lightly juiced",
     "URL": "https://replicate.com/prunaai/flux.1-lightly-juiced",
@@ -101,8 +101,8 @@
     "Price per Image": 0.0054
 }
 {
-    "Provider": "Black Forest Labs",
-    "Device": "H100",
+    "Provider": "Replicate x Black Forest Labs",
+    "Device": "1xH100",
     "Model": "FLUX.1-dev",
     "Optimization": "go_fast",
     "URL": "https://replicate.com/black-forest-labs/flux-dev",
@@ -119,9 +119,9 @@
 }
 {
     "Provider": "Together AI",
-    "Device": "Serverless",
+    "Device": "Undisclosed",
     "Model": "FLUX.1-dev",
-    "Optimization": "unsure",
+    "Optimization": "Undisclosed",
     "URL": "https://www.together.ai/models/flux-1-dev",
     "GenEval": 64.61,
     "HPS (v2.1)": 30.22,
@@ -136,9 +136,9 @@
 }
 {
     "Provider": "AWS",
-    "Device": "Serverless",
+    "Device": "Undisclosed",
     "Model": "AWS Nova Canvas",
-    "Optimization": "unsure",
+    "Optimization": "Undisclosed",
     "URL": "https://aws.amazon.com/ai/generative-ai/nova/creative/",
     "GenEval": null,
     "HPS (v2.1)": null,