diff --git a/Cargo.lock b/Cargo.lock
index f106012a..d92dde46 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -1004,7 +1004,29 @@ dependencies = [
  "rayon",
  "safetensors",
  "thiserror 1.0.69",
- "ug",
+ "ug 0.1.0",
+ "yoke 0.7.5",
+ "zip",
+]
+
+[[package]]
+name = "candle-core"
+version = "0.9.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a9f51e2ecf6efe9737af8f993433c839f956d2b6ed4fd2dd4a7c6d8b0fa667ff"
+dependencies = [
+ "byteorder",
+ "gemm 0.17.1",
+ "half",
+ "memmap2",
+ "num-traits",
+ "num_cpus",
+ "rand 0.9.2",
+ "rand_distr 0.5.1",
+ "rayon",
+ "safetensors",
+ "thiserror 1.0.69",
+ "ug 0.4.0",
  "yoke 0.7.5",
  "zip",
 ]
@@ -1015,7 +1037,22 @@ version = "0.8.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "be1160c3b63f47d40d91110a3e1e1e566ae38edddbbf492a60b40ffc3bc1ff38"
 dependencies = [
- "candle-core",
+ "candle-core 0.8.4",
+ "half",
+ "num-traits",
+ "rayon",
+ "safetensors",
+ "serde",
+ "thiserror 1.0.69",
+]
+
+[[package]]
+name = "candle-nn"
+version = "0.9.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c1980d53280c8f9e2c6cbe1785855d7ff8010208b46e21252b978badf13ad69d"
+dependencies = [
+ "candle-core 0.9.1",
  "half",
  "num-traits",
  "rayon",
@@ -1026,13 +1063,13 @@ dependencies = [
 
 [[package]]
 name = "candle-transformers"
-version = "0.8.4"
+version = "0.9.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "94a0900d49f8605e0e7e6693a1f560e6271279de98e5fa369e7abf3aac245020"
+checksum = "186cb80045dbe47e0b387ea6d3e906f02fb3056297080d9922984c90e90a72b0"
 dependencies = [
  "byteorder",
- "candle-core",
- "candle-nn",
+ "candle-core 0.9.1",
+ "candle-nn 0.9.1",
  "fancy-regex",
  "num-traits",
  "rand 0.9.2",
@@ -7554,8 +7591,8 @@ dependencies = [
  "arrow-array",
  "arrow-schema",
  "async-trait",
- "candle-core",
- "candle-nn",
+ "candle-core 0.8.4",
+ "candle-nn 0.8.4",
  "candle-transformers",
  "chrono",
  "cpal",
@@ -8142,6 +8179,27 @@ dependencies = [
  "yoke 0.7.5",
 ]
 
+[[package]]
+name = "ug"
+version = "0.4.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "90b70b37e9074642bc5f60bb23247fd072a84314ca9e71cdf8527593406a0dd3"
+dependencies = [
+ "gemm 0.18.2",
+ "half",
+ "libloading",
+ "memmap2",
+ "num",
+ "num-traits",
+ "num_cpus",
+ "rayon",
+ "safetensors",
+ "serde",
+ "thiserror 1.0.69",
+ "tracing",
+ "yoke 0.7.5",
+]
+
 [[package]]
 name = "ulid"
 version = "1.2.1"
diff --git a/Cargo.toml b/Cargo.toml
index f4eaf5d5..25765eb1 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -52,7 +52,7 @@ sled = "0.34"
 # AI Inference
 candle-core = "0.8.0"
 candle-nn = "0.8.0"
-candle-transformers = "0.8.0"
+candle-transformers = "0.9.1"
 
 ort = { version = "2.0.0-rc.10", features = ["ndarray"] }