[pull] master from Comfy-Org:master

comfy/ldm/lightricks/vae/audio_vae.py

@@ -185,7 +185,7 @@ def target_shape_from_latents(self, latents_shape):
             self.autoencoder.mel_bins,
         )
 
-    def num_of_latents_from_frames(self, frames_number: int, frame_rate: int) -> int:
+    def num_of_latents_from_frames(self, frames_number: int, frame_rate: float) -> int:
         return math.ceil((float(frames_number) / frame_rate) * self.latents_per_second)
 
     def run_vocoder(self, mel_spec: torch.Tensor) -> torch.Tensor:

comfy_api_nodes/nodes_anthropic.py

@@ -28,6 +28,7 @@
 CLAUDE_MAX_IMAGES = 20
 
 CLAUDE_MODELS: dict[str, str] = {
+    "Opus 5": "claude-opus-5",
     "Opus 4.8": "claude-opus-4-8",
     "Fable 5": "claude-fable-5",
     "Sonnet 5": "claude-sonnet-5",
@@ -42,9 +43,9 @@
 # Models that use the newer "adaptive" thinking mode (Opus 4.7+ require it; older models keep the explicit budget API).
 # Anthropic decides the actual budget when adaptive is used, based on the `output_config.effort` hint.
 _ADAPTIVE_THINKING_MODELS = {"Opus 4.8", "Sonnet 5", "Opus 4.7", "Opus 4.6", "Sonnet 4.6"}
-_ALWAYS_THINKING_MODELS = {"Fable 5"}
+_ALWAYS_THINKING_MODELS = {"Opus 5", "Fable 5"}
 _EXPLICIT_THINKING_OFF_MODELS = {"Sonnet 5"}
-_NO_TEMPERATURE_MODELS = {"Opus 4.8", "Fable 5", "Sonnet 5"}
+_NO_TEMPERATURE_MODELS = {"Opus 5", "Opus 4.8", "Fable 5", "Sonnet 5"}
 
 # Budget mode (Sonnet 4.5): effort -> reasoning budget in tokens. Must be < max_tokens.
 # Sized so even the "high" budget fits comfortably under the default max_tokens=32768.
@@ -109,7 +110,7 @@ def _model_price_per_million(model: str) -> tuple[float, float] | None:
     """Return (input_per_1M, output_per_1M) USD for a Claude model, or None if unknown."""
     if "fable-5" in model:
         return 14.30, 71.50
-    if "opus-4-8" in model:
+    if "opus-5" in model or "opus-4-8" in model:
         return 7.15, 35.75
     if "sonnet-5" in model:
         return 2.86, 14.30
@@ -253,6 +254,11 @@ def define_schema(cls):
                     "usd": [0.00286, 0.0143],
                     "format": { "approximate": true, "separator": "-", "suffix": " per 1K tokens" }
                   }
+                  : $contains($m, "opus 5") ? {
+                    "type": "list_usd",
+                    "usd": [0.00715, 0.03575],
+                    "format": { "approximate": true, "separator": "-", "suffix": " per 1K tokens" }
+                  }
                   : $contains($m, "opus") ? {
                     "type": "list_usd",
                     "usd": [0.005, 0.025],

comfy_extras/nodes_lt_audio.py

@@ -107,14 +107,17 @@ def define_schema(cls) -> io.Schema:
                     display_mode=io.NumberDisplay.number,
                     tooltip="Number of frames.",
                 ),
-                io.Int.Input(
-                    "frame_rate",
-                    default=25,
-                    min=1,
-                    max=1000,
-                    step=1,
-                    display_mode=io.NumberDisplay.number,
-                    tooltip="Number of frames per second.",
+                io.MultiType.Input(
+                    io.Float.Input(
+                        "frame_rate",
+                        default=25.0,
+                        min=1.0,
+                        max=1000.0,
+                        step=0.01,
+                        display_mode=io.NumberDisplay.number,
+                        tooltip="Number of frames per second.",
+                    ),
+                    [io.Int],
                 ),
                 io.Int.Input(
                     "batch_size",
@@ -137,7 +140,7 @@ def define_schema(cls) -> io.Schema:
     def execute(
         cls,
         frames_number: int,
-        frame_rate: int,
+        frame_rate: float,
         batch_size: int,
         audio_vae,
     ) -> io.NodeOutput: