diff --git a/Cargo.lock b/Cargo.lock
index c5a9bcd..401f2a1 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -125,9 +125,6 @@ name = "arbitrary"
 version = "1.4.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "c3d036a3c4ab069c7b410a2ce876bd74808d2d0888a82667669f8e783a898bf1"
-dependencies = [
- "derive_arbitrary",
-]
 
 [[package]]
 name = "arg_enum_proc_macro"
@@ -218,9 +215,9 @@ checksum = "72b3254f16251a8381aa12e40e3c4d2f0199f8c6508fbecb9d91f575e0fbb8c6"
 
 [[package]]
 name = "bindgen_cuda"
-version = "0.1.5"
+version = "0.1.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1f8489af5b7d17a81bffe37e0f4d6e1e4de87c87329d05447f22c35d95a1227d"
+checksum = "282be55fb326843bb67cccceeeaf21c961ef303f60018f9a2ab69494dad8eaf9"
 dependencies = [
  "glob",
  "num_cpus",
@@ -269,6 +266,15 @@ dependencies = [
  "generic-array",
 ]
 
+[[package]]
+name = "block2"
+version = "0.6.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "cdeb9d870516001442e364c5220d3574d2da8dc765554b4a617230d33fa58ef5"
+dependencies = [
+ "objc2",
+]
+
 [[package]]
 name = "built"
 version = "0.8.0"
@@ -321,54 +327,68 @@ checksum = "b35204fbdc0b3f4446b89fc1ac2cf84a8a68971995d0bf2e925ec7cd960f9cb3"
 
 [[package]]
 name = "candle-core"
-version = "0.9.1"
+version = "0.9.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a9f51e2ecf6efe9737af8f993433c839f956d2b6ed4fd2dd4a7c6d8b0fa667ff"
+checksum = "c15b675b80d994b2eadb20a4bbe434eabeb454eac3ee5e2b4cf6f147ee9be091"
 dependencies = [
  "byteorder",
  "candle-kernels",
  "candle-metal-kernels",
- "cudarc",
- "gemm 0.17.1",
+ "candle-ug",
+ "cudarc 0.19.0",
+ "float8 0.6.0",
+ "gemm 0.19.0",
  "half",
+ "libm",
  "memmap2",
- "metal 0.27.0",
  "num-traits",
  "num_cpus",
+ "objc2-foundation",
+ "objc2-metal",
  "rand 0.9.2",
  "rand_distr",
  "rayon",
- "safetensors 0.4.5",
- "thiserror 1.0.69",
- "ug",
- "ug-cuda",
- "ug-metal",
- "yoke 0.7.5",
+ "safetensors 0.7.0",
+ "thiserror 2.0.17",
+ "yoke 0.8.1",
  "zip",
 ]
 
 [[package]]
 name = "candle-kernels"
-version = "0.9.1"
+version = "0.9.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9fcd989c2143aa754370b5bfee309e35fbd259e83d9ecf7a73d23d8508430775"
+checksum = "b8455f84bd810047c7c41216683c1020c915a9f8a740b3b0eabdd4fb2fbaa660"
 dependencies = [
  "bindgen_cuda",
 ]
 
 [[package]]
 name = "candle-metal-kernels"
-version = "0.9.1"
+version = "0.9.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9a323ee9c813707f73b6e59300661b354a70410f31fe4135170c4eda8a061534"
+checksum = "2fdfe9d06de16ce49961e49084e5b79a75a9bdf157246e7c7b6328e87a7aa25d"
 dependencies = [
  "half",
- "metal 0.27.0",
+ "objc2",
+ "objc2-foundation",
+ "objc2-metal",
  "once_cell",
- "thiserror 1.0.69",
+ "thiserror 2.0.17",
  "tracing",
 ]
 
+[[package]]
+name = "candle-ug"
+version = "0.9.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c22d62be69068bf58987a45f690612739d8d2ea1bf508c1b87dc6815a019575d"
+dependencies = [
+ "ug",
+ "ug-cuda",
+ "ug-metal",
+]
+
 [[package]]
 name = "castaway"
 version = "0.2.4"
@@ -666,10 +686,21 @@ dependencies = [
 
 [[package]]
 name = "cudarc"
-version = "0.16.6"
+version = "0.17.8"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0bf99ab37ee7072d64d906aa2dada9a3422f1d975cdf8c8055a573bc84897ed8"
+dependencies = [
+ "half",
+ "libloading",
+]
+
+[[package]]
+name = "cudarc"
+version = "0.19.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "17200eb07e7d85a243aa1bf4569a7aa998385ba98d14833973a817a63cc86e92"
+checksum = "4d5be1e9776a20360ca270df637b391c85d48ea57508140f30a4e8f6da91884a"
 dependencies = [
+ "float8 0.3.0",
  "half",
  "libloading",
 ]
@@ -718,17 +749,6 @@ dependencies = [
  "serde",
 ]
 
-[[package]]
-name = "derive_arbitrary"
-version = "1.4.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1e567bd82dcff979e4b03460c307b3cdc9e96fde3d73bed1496d2bc75d9dd62a"
-dependencies = [
- "proc-macro2",
- "quote",
- "syn 2.0.111",
-]
-
 [[package]]
 name = "derive_builder"
 version = "0.20.2"
@@ -811,6 +831,16 @@ dependencies = [
  "windows-sys 0.61.2",
 ]
 
+[[package]]
+name = "dispatch2"
+version = "0.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "89a09f22a6c6069a18470eb92d2298acf25463f14256d24778e1230d789a2aec"
+dependencies = [
+ "bitflags 2.10.0",
+ "objc2",
+]
+
 [[package]]
 name = "displaydoc"
 version = "0.2.5"
@@ -837,16 +867,6 @@ version = "0.1.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "498cfcded997a93eb31edd639361fa33fd229a8784e953b37d71035fe3890b7b"
 
-[[package]]
-name = "dyn-stack"
-version = "0.10.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "56e53799688f5632f364f8fb387488dd05db9fe45db7011be066fc20e7027f8b"
-dependencies = [
- "bytemuck",
- "reborrow",
-]
-
 [[package]]
 name = "dyn-stack"
 version = "0.13.2"
@@ -1021,6 +1041,28 @@ dependencies = [
  "miniz_oxide",
 ]
 
+[[package]]
+name = "float8"
+version = "0.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0f498aec3b227cd892ce18967f4033d9d397d28a80a7ab67e9f6b0176a79654e"
+dependencies = [
+ "half",
+]
+
+[[package]]
+name = "float8"
+version = "0.6.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8f463a8a37ede13dac13316d1a1eeafa992300906a0c4c7fa1177f366d10bcbf"
+dependencies = [
+ "cudarc 0.19.0",
+ "half",
+ "num-traits",
+ "rand 0.9.2",
+ "rand_distr",
+]
+
 [[package]]
 name = "fnv"
 version = "1.0.7"
@@ -1075,33 +1117,13 @@ version = "0.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "a06f77d526c1a601b7c4cdd98f54b5eaabffc14d5f2f0296febdc7f357c6d3ba"
 
-[[package]]
-name = "gemm"
-version = "0.17.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6ab24cc62135b40090e31a76a9b2766a501979f3070fa27f689c27ec04377d32"
-dependencies = [
- "dyn-stack 0.10.0",
- "gemm-c32 0.17.1",
- "gemm-c64 0.17.1",
- "gemm-common 0.17.1",
- "gemm-f16 0.17.1",
- "gemm-f32 0.17.1",
- "gemm-f64 0.17.1",
- "num-complex",
- "num-traits",
- "paste",
- "raw-cpuid 10.7.0",
- "seq-macro",
-]
-
 [[package]]
 name = "gemm"
 version = "0.18.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ab96b703d31950f1aeddded248bc95543c9efc7ac9c4a21fda8703a83ee35451"
 dependencies = [
- "dyn-stack 0.13.2",
+ "dyn-stack",
  "gemm-c32 0.18.2",
  "gemm-c64 0.18.2",
  "gemm-common 0.18.2",
@@ -1111,22 +1133,27 @@ dependencies = [
  "num-complex",
  "num-traits",
  "paste",
- "raw-cpuid 11.6.0",
+ "raw-cpuid",
  "seq-macro",
 ]
 
 [[package]]
-name = "gemm-c32"
-version = "0.17.1"
+name = "gemm"
+version = "0.19.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b9c030d0b983d1e34a546b86e08f600c11696fde16199f971cd46c12e67512c0"
+checksum = "aa0673db364b12263d103b68337a68fbecc541d6f6b61ba72fe438654709eacb"
 dependencies = [
- "dyn-stack 0.10.0",
- "gemm-common 0.17.1",
+ "dyn-stack",
+ "gemm-c32 0.19.0",
+ "gemm-c64 0.19.0",
+ "gemm-common 0.19.0",
+ "gemm-f16 0.19.0",
+ "gemm-f32 0.19.0",
+ "gemm-f64 0.19.0",
  "num-complex",
  "num-traits",
  "paste",
- "raw-cpuid 10.7.0",
+ "raw-cpuid",
  "seq-macro",
 ]
 
@@ -1136,27 +1163,27 @@ version = "0.18.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "f6db9fd9f40421d00eea9dd0770045a5603b8d684654816637732463f4073847"
 dependencies = [
- "dyn-stack 0.13.2",
+ "dyn-stack",
  "gemm-common 0.18.2",
  "num-complex",
  "num-traits",
  "paste",
- "raw-cpuid 11.6.0",
+ "raw-cpuid",
  "seq-macro",
 ]
 
 [[package]]
-name = "gemm-c64"
-version = "0.17.1"
+name = "gemm-c32"
+version = "0.19.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fbb5f2e79fefb9693d18e1066a557b4546cd334b226beadc68b11a8f9431852a"
+checksum = "086936dbdcb99e37aad81d320f98f670e53c1e55a98bee70573e83f95beb128c"
 dependencies = [
- "dyn-stack 0.10.0",
- "gemm-common 0.17.1",
+ "dyn-stack",
+ "gemm-common 0.19.0",
  "num-complex",
  "num-traits",
  "paste",
- "raw-cpuid 10.7.0",
+ "raw-cpuid",
  "seq-macro",
 ]
 
@@ -1166,33 +1193,28 @@ version = "0.18.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "dfcad8a3d35a43758330b635d02edad980c1e143dc2f21e6fd25f9e4eada8edf"
 dependencies = [
- "dyn-stack 0.13.2",
+ "dyn-stack",
  "gemm-common 0.18.2",
  "num-complex",
  "num-traits",
  "paste",
- "raw-cpuid 11.6.0",
+ "raw-cpuid",
  "seq-macro",
 ]
 
 [[package]]
-name = "gemm-common"
-version = "0.17.1"
+name = "gemm-c64"
+version = "0.19.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a2e7ea062c987abcd8db95db917b4ffb4ecdfd0668471d8dc54734fdff2354e8"
+checksum = "20c8aeeeec425959bda4d9827664029ba1501a90a0d1e6228e48bef741db3a3f"
 dependencies = [
- "bytemuck",
- "dyn-stack 0.10.0",
- "half",
+ "dyn-stack",
+ "gemm-common 0.19.0",
  "num-complex",
  "num-traits",
- "once_cell",
  "paste",
- "pulp 0.18.22",
- "raw-cpuid 10.7.0",
- "rayon",
+ "raw-cpuid",
  "seq-macro",
- "sysctl 0.5.5",
 ]
 
 [[package]]
@@ -1202,7 +1224,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "a352d4a69cbe938b9e2a9cb7a3a63b7e72f9349174a2752a558a8a563510d0f3"
 dependencies = [
  "bytemuck",
- "dyn-stack 0.13.2",
+ "dyn-stack",
  "half",
  "libm",
  "num-complex",
@@ -1210,28 +1232,31 @@ dependencies = [
  "once_cell",
  "paste",
  "pulp 0.21.5",
- "raw-cpuid 11.6.0",
+ "raw-cpuid",
  "rayon",
  "seq-macro",
- "sysctl 0.6.0",
+ "sysctl",
 ]
 
 [[package]]
-name = "gemm-f16"
-version = "0.17.1"
+name = "gemm-common"
+version = "0.19.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7ca4c06b9b11952071d317604acb332e924e817bd891bec8dfb494168c7cedd4"
+checksum = "88027625910cc9b1085aaaa1c4bc46bb3a36aad323452b33c25b5e4e7c8e2a3e"
 dependencies = [
- "dyn-stack 0.10.0",
- "gemm-common 0.17.1",
- "gemm-f32 0.17.1",
+ "bytemuck",
+ "dyn-stack",
  "half",
+ "libm",
  "num-complex",
  "num-traits",
+ "once_cell",
  "paste",
- "raw-cpuid 10.7.0",
+ "pulp 0.22.2",
+ "raw-cpuid",
  "rayon",
  "seq-macro",
+ "sysctl",
 ]
 
 [[package]]
@@ -1240,30 +1265,33 @@ version = "0.18.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "cff95ae3259432f3c3410eaa919033cd03791d81cebd18018393dc147952e109"
 dependencies = [
- "dyn-stack 0.13.2",
+ "dyn-stack",
  "gemm-common 0.18.2",
  "gemm-f32 0.18.2",
  "half",
  "num-complex",
  "num-traits",
  "paste",
- "raw-cpuid 11.6.0",
+ "raw-cpuid",
  "rayon",
  "seq-macro",
 ]
 
 [[package]]
-name = "gemm-f32"
-version = "0.17.1"
+name = "gemm-f16"
+version = "0.19.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e9a69f51aaefbd9cf12d18faf273d3e982d9d711f60775645ed5c8047b4ae113"
+checksum = "e3df7a55202e6cd6739d82ae3399c8e0c7e1402859b30e4cb780e61525d9486e"
 dependencies = [
- "dyn-stack 0.10.0",
- "gemm-common 0.17.1",
+ "dyn-stack",
+ "gemm-common 0.19.0",
+ "gemm-f32 0.19.0",
+ "half",
  "num-complex",
  "num-traits",
  "paste",
- "raw-cpuid 10.7.0",
+ "raw-cpuid",
+ "rayon",
  "seq-macro",
 ]
 
@@ -1273,27 +1301,27 @@ version = "0.18.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "bc8d3d4385393304f407392f754cd2dc4b315d05063f62cf09f47b58de276864"
 dependencies = [
- "dyn-stack 0.13.2",
+ "dyn-stack",
  "gemm-common 0.18.2",
  "num-complex",
  "num-traits",
  "paste",
- "raw-cpuid 11.6.0",
+ "raw-cpuid",
  "seq-macro",
 ]
 
 [[package]]
-name = "gemm-f64"
-version = "0.17.1"
+name = "gemm-f32"
+version = "0.19.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "aa397a48544fadf0b81ec8741e5c0fba0043008113f71f2034def1935645d2b0"
+checksum = "02e0b8c9da1fbec6e3e3ab2ce6bc259ef18eb5f6f0d3e4edf54b75f9fd41a81c"
 dependencies = [
- "dyn-stack 0.10.0",
- "gemm-common 0.17.1",
+ "dyn-stack",
+ "gemm-common 0.19.0",
  "num-complex",
  "num-traits",
  "paste",
- "raw-cpuid 10.7.0",
+ "raw-cpuid",
  "seq-macro",
 ]
 
@@ -1303,12 +1331,27 @@ version = "0.18.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "35b2a4f76ce4b8b16eadc11ccf2e083252d8237c1b589558a49b0183545015bd"
 dependencies = [
- "dyn-stack 0.13.2",
+ "dyn-stack",
  "gemm-common 0.18.2",
  "num-complex",
  "num-traits",
  "paste",
- "raw-cpuid 11.6.0",
+ "raw-cpuid",
+ "seq-macro",
+]
+
+[[package]]
+name = "gemm-f64"
+version = "0.19.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "056131e8f2a521bfab322f804ccd652520c79700d81209e9d9275bbdecaadc6a"
+dependencies = [
+ "dyn-stack",
+ "gemm-common 0.19.0",
+ "num-complex",
+ "num-traits",
+ "paste",
+ "raw-cpuid",
  "seq-macro",
 ]
 
@@ -1909,21 +1952,6 @@ dependencies = [
  "stable_deref_trait",
 ]
 
-[[package]]
-name = "metal"
-version = "0.27.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c43f73953f8cbe511f021b58f18c3ce1c3d1ae13fe953293e13345bf83217f25"
-dependencies = [
- "bitflags 2.10.0",
- "block",
- "core-graphics-types",
- "foreign-types",
- "log",
- "objc",
- "paste",
-]
-
 [[package]]
 name = "metal"
 version = "0.29.0"
@@ -2158,50 +2186,71 @@ dependencies = [
 ]
 
 [[package]]
-name = "num_enum"
-version = "0.7.5"
+name = "number_prefix"
+version = "0.4.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "830b246a0e5f20af87141b25c173cd1b609bd7779a4617d6ec582abaf90870f3"
+
+[[package]]
+name = "objc"
+version = "0.2.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b1207a7e20ad57b847bbddc6776b968420d38292bbfe2089accff5e19e82454c"
+checksum = "915b1b472bc21c53464d6c8461c9d3af805ba1ef837e1cac254428f4a77177b1"
 dependencies = [
- "num_enum_derive",
- "rustversion",
+ "malloc_buf",
 ]
 
 [[package]]
-name = "num_enum_derive"
-version = "0.7.5"
+name = "objc2"
+version = "0.6.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ff32365de1b6743cb203b710788263c44a03de03802daf96092f2da4fe6ba4d7"
+checksum = "b7c2599ce0ec54857b29ce62166b0ed9b4f6f1a70ccc9a71165b6154caca8c05"
 dependencies = [
- "proc-macro-crate",
- "proc-macro2",
- "quote",
- "syn 2.0.111",
+ "objc2-encode",
 ]
 
 [[package]]
-name = "number_prefix"
-version = "0.4.0"
+name = "objc2-core-foundation"
+version = "0.3.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "830b246a0e5f20af87141b25c173cd1b609bd7779a4617d6ec582abaf90870f3"
+checksum = "2a180dd8642fa45cdb7dd721cd4c11b1cadd4929ce112ebd8b9f5803cc79d536"
+dependencies = [
+ "bitflags 2.10.0",
+ "dispatch2",
+ "objc2",
+]
 
 [[package]]
-name = "objc"
-version = "0.2.7"
+name = "objc2-encode"
+version = "4.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "915b1b472bc21c53464d6c8461c9d3af805ba1ef837e1cac254428f4a77177b1"
+checksum = "ef25abbcd74fb2609453eb695bd2f860d389e457f67dc17cafc8b8cbc89d0c33"
+
+[[package]]
+name = "objc2-foundation"
+version = "0.3.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e3e0adef53c21f888deb4fa59fc59f7eb17404926ee8a6f59f5df0fd7f9f3272"
 dependencies = [
- "malloc_buf",
- "objc_exception",
+ "bitflags 2.10.0",
+ "block2",
+ "libc",
+ "objc2",
+ "objc2-core-foundation",
 ]
 
 [[package]]
-name = "objc_exception"
-version = "0.1.2"
+name = "objc2-metal"
+version = "0.3.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ad970fb455818ad6cba4c122ad012fae53ae8b4795f86378bce65e4f6bab2ca4"
+checksum = "a0125f776a10d00af4152d74616409f0d4a2053a6f57fa5b7d6aa2854ac04794"
 dependencies = [
- "cc",
+ "bitflags 2.10.0",
+ "block2",
+ "dispatch2",
+ "objc2",
+ "objc2-core-foundation",
+ "objc2-foundation",
 ]
 
 [[package]]
@@ -2383,15 +2432,6 @@ dependencies = [
  "zerocopy",
 ]
 
-[[package]]
-name = "proc-macro-crate"
-version = "3.4.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "219cb19e96be00ab2e37d6e299658a0cfa83e52429179969b0f0121b4ac46983"
-dependencies = [
- "toml_edit",
-]
-
 [[package]]
 name = "proc-macro2"
 version = "1.0.103"
@@ -2422,30 +2462,41 @@ dependencies = [
 
 [[package]]
 name = "pulp"
-version = "0.18.22"
+version = "0.21.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a0a01a0dc67cf4558d279f0c25b0962bd08fc6dec0137699eae304103e882fe6"
+checksum = "96b86df24f0a7ddd5e4b95c94fc9ed8a98f1ca94d3b01bdce2824097e7835907"
 dependencies = [
  "bytemuck",
+ "cfg-if",
  "libm",
  "num-complex",
  "reborrow",
+ "version_check",
 ]
 
 [[package]]
 name = "pulp"
-version = "0.21.5"
+version = "0.22.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "96b86df24f0a7ddd5e4b95c94fc9ed8a98f1ca94d3b01bdce2824097e7835907"
+checksum = "2e205bb30d5b916c55e584c22201771bcf2bad9aabd5d4127f38387140c38632"
 dependencies = [
  "bytemuck",
  "cfg-if",
  "libm",
  "num-complex",
+ "paste",
+ "pulp-wasm-simd-flag",
+ "raw-cpuid",
  "reborrow",
  "version_check",
 ]
 
+[[package]]
+name = "pulp-wasm-simd-flag"
+version = "0.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "40e24eee682d89fb193496edf918a7f407d30175b2e785fe057e4392dfd182e0"
+
 [[package]]
 name = "pxfm"
 version = "0.1.25"
@@ -2602,15 +2653,6 @@ dependencies = [
  "rgb",
 ]
 
-[[package]]
-name = "raw-cpuid"
-version = "10.7.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6c297679cb867470fa8c9f67dbba74a78d78e3e98d7cf2b08d6d71540f797332"
-dependencies = [
- "bitflags 1.3.2",
-]
-
 [[package]]
 name = "raw-cpuid"
 version = "11.6.0"
@@ -3007,20 +3049,6 @@ dependencies = [
  "syn 2.0.111",
 ]
 
-[[package]]
-name = "sysctl"
-version = "0.5.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ec7dddc5f0fee506baf8b9fdb989e242f17e4b11c61dfbb0635b705217199eea"
-dependencies = [
- "bitflags 2.10.0",
- "byteorder",
- "enum-as-inner",
- "libc",
- "thiserror 1.0.69",
- "walkdir",
-]
-
 [[package]]
 name = "sysctl"
 version = "0.6.0"
@@ -3188,36 +3216,6 @@ dependencies = [
  "unicode_categories",
 ]
 
-[[package]]
-name = "toml_datetime"
-version = "0.7.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f2cdb639ebbc97961c51720f858597f7f24c4fc295327923af55b74c3c724533"
-dependencies = [
- "serde_core",
-]
-
-[[package]]
-name = "toml_edit"
-version = "0.23.7"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6485ef6d0d9b5d0ec17244ff7eb05310113c3f316f2d14200d4de56b3cb98f8d"
-dependencies = [
- "indexmap",
- "toml_datetime",
- "toml_parser",
- "winnow",
-]
-
-[[package]]
-name = "toml_parser"
-version = "1.0.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c0cbe268d35bdb4bb5a56a2de88d0ad0eb70af5384a99d648cd4b3d04039800e"
-dependencies = [
- "winnow",
-]
-
 [[package]]
 name = "tracing"
 version = "0.1.41"
@@ -3278,6 +3276,12 @@ dependencies = [
  "tracing-log",
 ]
 
+[[package]]
+name = "typed-path"
+version = "0.12.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3015e6ce46d5ad8751e4a772543a30c7511468070e98e64e20165f8f81155b64"
+
 [[package]]
 name = "typenum"
 version = "1.19.0"
@@ -3292,9 +3296,9 @@ checksum = "2896d95c02a80c6d6a5d6e953d479f5ddf2dfdb6a244441010e373ac0fb88971"
 
 [[package]]
 name = "ug"
-version = "0.4.0"
+version = "0.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "90b70b37e9074642bc5f60bb23247fd072a84314ca9e71cdf8527593406a0dd3"
+checksum = "76b761acf8af3494640d826a8609e2265e19778fb43306c7f15379c78c9b05b0"
 dependencies = [
  "gemm 0.18.2",
  "half",
@@ -3313,11 +3317,11 @@ dependencies = [
 
 [[package]]
 name = "ug-cuda"
-version = "0.4.0"
+version = "0.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "14053653d0b7fa7b21015aa9a62edc8af2f60aa6f9c54e66386ecce55f22ed29"
+checksum = "9f0a1fa748f26166778c33b8498255ebb7c6bffb472bcc0a72839e07ebb1d9b5"
 dependencies = [
- "cudarc",
+ "cudarc 0.17.8",
  "half",
  "serde",
  "thiserror 1.0.69",
@@ -3326,12 +3330,12 @@ dependencies = [
 
 [[package]]
 name = "ug-metal"
-version = "0.4.0"
+version = "0.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "76daec3c7a32a1b4a0e3307b6b057fa067aa64e750713987410a2c402e5cd731"
+checksum = "9f7adf545a99a086d362efc739e7cf4317c18cbeda22706000fd434d70ea3d95"
 dependencies = [
  "half",
- "metal 0.29.0",
+ "metal",
  "objc",
  "serde",
  "thiserror 1.0.69",
@@ -3802,15 +3806,6 @@ version = "0.53.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d6bbff5f0aada427a1e5a6da5f1f98158182f26556f345ac9e04d36d0ebed650"
 
-[[package]]
-name = "winnow"
-version = "0.7.14"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5a5364e9d77fcdeeaa6062ced926ee3381faa2ee02d3eb83a5c27a8825540829"
-dependencies = [
- "memchr",
-]
-
 [[package]]
 name = "wit-bindgen"
 version = "0.46.0"
@@ -3958,17 +3953,14 @@ dependencies = [
 
 [[package]]
 name = "zip"
-version = "1.1.4"
+version = "7.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9cc23c04387f4da0374be4533ad1208cbb091d5c11d070dfef13676ad6497164"
+checksum = "c42e33efc22a0650c311c2ef19115ce232583abbe80850bc8b66509ebef02de0"
 dependencies = [
- "arbitrary",
  "crc32fast",
- "crossbeam-utils",
- "displaydoc",
  "indexmap",
- "num_enum",
- "thiserror 1.0.69",
+ "memchr",
+ "typed-path",
 ]
 
 [[package]]
diff --git a/catgrad/Cargo.toml b/catgrad/Cargo.toml
index 313c108..356e4fd 100644
--- a/catgrad/Cargo.toml
+++ b/catgrad/Cargo.toml
@@ -16,7 +16,7 @@ serde = { workspace = true, optional = true }
 
 # Interpreter backends (optional)
 ndarray = { version = "0.17.1", optional = true }
-candle-core = { version = "0.9", optional = true }
+candle-core = { version = "0.9.2", optional = true }
 
 [features]
 default = []