diff --git a/providers/nano-gpt/models/inclusionai/ling-3.0-flash.toml b/providers/nano-gpt/models/inclusionai/ling-3.0-flash.toml
index 8fbc85085b..3d00a4f3b5 100644
--- a/providers/nano-gpt/models/inclusionai/ling-3.0-flash.toml
+++ b/providers/nano-gpt/models/inclusionai/ling-3.0-flash.toml
@@ -10,9 +10,9 @@ structured_output = false
 open_weights = false
 
 [cost]
-input = 0.06
-output = 0.18
-cache_read = 0.012
+input = 0.075
+output = 0.22
+cache_read = 0.015
 
 [limit]
 context = 262_144
diff --git a/providers/nano-gpt/models/inclusionai/ling-3.0-flash:thinking.toml b/providers/nano-gpt/models/inclusionai/ling-3.0-flash:thinking.toml
index cc5340bcda..a7f2c83c65 100644
--- a/providers/nano-gpt/models/inclusionai/ling-3.0-flash:thinking.toml
+++ b/providers/nano-gpt/models/inclusionai/ling-3.0-flash:thinking.toml
@@ -14,9 +14,9 @@ type = "effort"
 values = ["none", "minimal", "low", "medium", "high", "xhigh"]
 
 [cost]
-input = 0.06
-output = 0.18
-cache_read = 0.012
+input = 0.075
+output = 0.22
+cache_read = 0.015
 
 [limit]
 context = 262_144
diff --git a/providers/nano-gpt/models/meta/muse-spark-1.2.toml b/providers/nano-gpt/models/meta/muse-spark-1.2.toml
index cdba8a3ed8..1f38aad33c 100644
--- a/providers/nano-gpt/models/meta/muse-spark-1.2.toml
+++ b/providers/nano-gpt/models/meta/muse-spark-1.2.toml
@@ -1,13 +1,4 @@
-name = "Muse Spark 1.2"
-description = "Meta's Muse Spark 1.2 is a multimodal reasoning model for complex agentic and coding tasks, with tool calling, structured output, and a one-million-token context window."
-family = "muse"
-release_date = "2026-08-05"
-last_updated = "2026-08-05"
-attachment = true
-reasoning = true
-tool_call = true
-structured_output = true
-open_weights = false
+base_model = "meta/muse-spark-1.2"
 reasoning_options = []
 
 [cost]
@@ -19,7 +10,3 @@ cache_read = 0.15
 context = 1_000_000
 input = 1_000_000
 output = 65_536
-
-[modalities]
-input = ["text", "image", "video", "audio", "pdf"]
-output = ["text"]