diff --git a/Cargo.lock b/Cargo.lock
index fda5f2493..f6ce4b26b 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -280,9 +280,9 @@ dependencies = [
 
 [[package]]
 name = "aho-corasick"
-version = "1.0.2"
+version = "1.1.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "43f6cb1bf222025340178f382c426f13757b2960e89779dfcb319c32542a5a41"
+checksum = "b2969dcb958b36655471fc61f7e416fa76033bdd4bfed0678d8fee1e2d07a1f0"
 dependencies = [
  "memchr",
 ]
@@ -310,16 +310,15 @@ checksum = "4b46cbb362ab8752921c97e041f5e366ee6297bd428a31275b9fcf1e380f7299"
 
 [[package]]
 name = "anstream"
-version = "0.3.2"
+version = "0.6.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0ca84f3628370c59db74ee214b3263d58f9aadd9b4fe7e711fd87dc452b7f163"
+checksum = "2ab91ebe16eb252986481c5b62f6098f3b698a45e34b5b98200cf20dd2484a44"
 dependencies = [
  "anstyle",
  "anstyle-parse",
  "anstyle-query",
  "anstyle-wincon",
  "colorchoice",
- "is-terminal",
  "utf8parse",
 ]
 
@@ -349,9 +348,9 @@ dependencies = [
 
 [[package]]
 name = "anstyle-wincon"
-version = "1.0.1"
+version = "3.0.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "180abfa45703aebe0093f79badacc01b8fd4ea2e35118747e5811127f926e188"
+checksum = "f0699d10d2f4d628a98ee7b57b289abbc98ff3bad977cb3152709d4bf2330628"
 dependencies = [
  "anstyle",
  "windows-sys 0.48.0",
@@ -589,9 +588,9 @@ checksum = "2c676a478f63e9fa2dd5368a42f28bba0d6c560b775f38583c8bbaa7fcd67c9c"
 
 [[package]]
 name = "bytemuck"
-version = "1.13.1"
+version = "1.14.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "17febce684fd15d89027105661fec94afb475cb995fbc59d2865198446ba2eea"
+checksum = "374d28ec25809ee0e23827c2ab573d729e293f281dfe393500e7ad618baa61c6"
 dependencies = [
  "bytemuck_derive",
 ]
@@ -659,6 +658,58 @@ dependencies = [
  "displaydoc",
 ]
 
+[[package]]
+name = "candle-core"
+version = "0.3.1"
+source = "git+https://github.com/huggingface/candle.git#f4fcf6090045ac44122fd5f0a7e46db6e3e16528"
+dependencies = [
+ "byteorder",
+ "gemm",
+ "half 2.3.1",
+ "memmap2",
+ "num-traits",
+ "num_cpus",
+ "rand",
+ "rand_distr",
+ "rayon",
+ "safetensors",
+ "thiserror",
+ "yoke",
+ "zip",
+]
+
+[[package]]
+name = "candle-nn"
+version = "0.3.1"
+source = "git+https://github.com/huggingface/candle.git#f4fcf6090045ac44122fd5f0a7e46db6e3e16528"
+dependencies = [
+ "candle-core",
+ "half 2.3.1",
+ "num-traits",
+ "rayon",
+ "safetensors",
+ "serde",
+ "thiserror",
+]
+
+[[package]]
+name = "candle-transformers"
+version = "0.3.1"
+source = "git+https://github.com/huggingface/candle.git#f4fcf6090045ac44122fd5f0a7e46db6e3e16528"
+dependencies = [
+ "byteorder",
+ "candle-core",
+ "candle-nn",
+ "num-traits",
+ "rand",
+ "rayon",
+ "serde",
+ "serde_json",
+ "serde_plain",
+ "tracing",
+ "wav",
+]
+
 [[package]]
 name = "cargo_toml"
 version = "0.15.3"
@@ -765,7 +816,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "defaa24ecc093c77630e6c15e17c51f5e187bf35ee514f4e2d67baaa96dae22b"
 dependencies = [
  "ciborium-io",
- "half",
+ "half 1.8.2",
 ]
 
 [[package]]
@@ -780,20 +831,19 @@ dependencies = [
 
 [[package]]
 name = "clap"
-version = "4.3.21"
+version = "4.4.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c27cdf28c0f604ba3f512b0c9a409f8de8513e4816705deb0498b627e7c3a3fd"
+checksum = "2275f18819641850fa26c89acc84d465c1bf91ce57bc2748b28c420473352f64"
 dependencies = [
  "clap_builder",
  "clap_derive",
- "once_cell",
 ]
 
 [[package]]
 name = "clap_builder"
-version = "4.3.21"
+version = "4.4.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "08a9f1ab5e9f01a9b81f202e8562eb9a10de70abf9eaeac1be465c28b75aa4aa"
+checksum = "07cdf1b148b25c1e1f7a42225e30a0d99a615cd4637eae7365548dd4529b95bc"
 dependencies = [
  "anstream",
  "anstyle",
@@ -803,9 +853,9 @@ dependencies = [
 
 [[package]]
 name = "clap_derive"
-version = "4.3.12"
+version = "4.4.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "54a9bb5758fc5dfe728d1019941681eccaf0cf8a4189b692a0ee2f2ecf90a050"
+checksum = "cf9804afaaf59a91e75b022a30fb7229a7901f60c755489cc61c9b423b836442"
 dependencies = [
  "heck",
  "proc-macro2",
@@ -815,9 +865,9 @@ dependencies = [
 
 [[package]]
 name = "clap_lex"
-version = "0.5.0"
+version = "0.6.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2da6da31387c7e4ef160ffab6d5e7f00c42626fe39aea70a7b0f1773f7dd6c1b"
+checksum = "702fc72eb24e5a1e48ce58027a675bc24edd52096d5397d4aea7c6dd9eca0bd1"
 
 [[package]]
 name = "cobs"
@@ -851,6 +901,7 @@ dependencies = [
  "encode_unicode",
  "lazy_static",
  "libc",
+ "unicode-width",
  "windows-sys 0.45.0",
 ]
 
@@ -892,6 +943,16 @@ dependencies = [
  "version_check",
 ]
 
+[[package]]
+name = "core-foundation"
+version = "0.9.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "194a7a9e6de53fa55116934067c844d9d749312f75c6f6d0980e8c252f8c2146"
+dependencies = [
+ "core-foundation-sys",
+ "libc",
+]
+
 [[package]]
 name = "core-foundation-sys"
 version = "0.8.4"
@@ -1040,6 +1101,12 @@ dependencies = [
  "cfg-if",
 ]
 
+[[package]]
+name = "crunchy"
+version = "0.2.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7a81dae078cea95a014a339291cec439d2f232ebe854a9d672b796c6afafa9b7"
+
 [[package]]
 name = "crypto-common"
 version = "0.1.6"
@@ -1226,6 +1293,15 @@ dependencies = [
  "subtle",
 ]
 
+[[package]]
+name = "dirs"
+version = "5.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "44c45a9d03d6676652bcb5e724c7e988de1acad23a711b5217ab9cbecbec2225"
+dependencies = [
+ "dirs-sys",
+]
+
 [[package]]
 name = "dirs-next"
 version = "1.0.2"
@@ -1236,6 +1312,18 @@ dependencies = [
  "dirs-sys-next",
 ]
 
+[[package]]
+name = "dirs-sys"
+version = "0.4.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "520f05a5cbd335fae5a99ff7a6ab8627577660ee5cfd6a94a6a929b52ff0321c"
+dependencies = [
+ "libc",
+ "option-ext",
+ "redox_users",
+ "windows-sys 0.48.0",
+]
+
 [[package]]
 name = "dirs-sys-next"
 version = "0.1.2"
@@ -1292,6 +1380,16 @@ dependencies = [
  "uuid 1.5.0",
 ]
 
+[[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 = "either"
 version = "1.9.0"
@@ -1455,6 +1553,15 @@ dependencies = [
  "libc",
 ]
 
+[[package]]
+name = "esaxx-rs"
+version = "0.1.10"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d817e038c30374a4bcb22f94d0a8a0e216958d4c3dcde369b1439fec4bdda6e6"
+dependencies = [
+ "cc",
+]
+
 [[package]]
 name = "fastrand"
 version = "2.0.0"
@@ -1551,6 +1658,21 @@ version = "1.0.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "3f9eec918d3f24069decb9af1554cad7c880e2da24a9afd88aca000531ab82c1"
 
+[[package]]
+name = "foreign-types"
+version = "0.3.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f6f339eb8adc052cd2ca78910fda869aefa38d22d5cb648e6485e4d3fc06f3b1"
+dependencies = [
+ "foreign-types-shared",
+]
+
+[[package]]
+name = "foreign-types-shared"
+version = "0.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "00b0228411908ca8685dba7fc2cdd70ec9990a6e753e89b6ac91a84c40fbaf4b"
+
 [[package]]
 name = "form_urlencoded"
 version = "1.2.0"
@@ -1677,6 +1799,123 @@ dependencies = [
  "byteorder",
 ]
 
+[[package]]
+name = "gemm"
+version = "0.16.15"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5b3afa707040531a7527477fd63a81ea4f6f3d26037a2f96776e57fb843b258e"
+dependencies = [
+ "dyn-stack",
+ "gemm-c32",
+ "gemm-c64",
+ "gemm-common",
+ "gemm-f16",
+ "gemm-f32",
+ "gemm-f64",
+ "num-complex",
+ "num-traits",
+ "paste",
+ "raw-cpuid",
+ "seq-macro",
+]
+
+[[package]]
+name = "gemm-c32"
+version = "0.16.15"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1cc3973a4c30c73f26a099113953d0c772bb17ee2e07976c0a06b8fe1f38a57d"
+dependencies = [
+ "dyn-stack",
+ "gemm-common",
+ "num-complex",
+ "num-traits",
+ "paste",
+ "raw-cpuid",
+ "seq-macro",
+]
+
+[[package]]
+name = "gemm-c64"
+version = "0.16.15"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "30362894b93dada374442cb2edf4512ddf19513c9bec88e06a445bcb6b22e64f"
+dependencies = [
+ "dyn-stack",
+ "gemm-common",
+ "num-complex",
+ "num-traits",
+ "paste",
+ "raw-cpuid",
+ "seq-macro",
+]
+
+[[package]]
+name = "gemm-common"
+version = "0.16.15"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "988499faa80566b046b4fee2c5f15af55b5a20c1fe8486b112ebb34efa045ad6"
+dependencies = [
+ "bytemuck",
+ "dyn-stack",
+ "half 2.3.1",
+ "num-complex",
+ "num-traits",
+ "once_cell",
+ "paste",
+ "pulp",
+ "raw-cpuid",
+ "rayon",
+ "seq-macro",
+]
+
+[[package]]
+name = "gemm-f16"
+version = "0.16.15"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d6cf2854a12371684c38d9a865063a27661812a3ff5803454c5742e8f5a388ce"
+dependencies = [
+ "dyn-stack",
+ "gemm-common",
+ "gemm-f32",
+ "half 2.3.1",
+ "num-complex",
+ "num-traits",
+ "paste",
+ "raw-cpuid",
+ "rayon",
+ "seq-macro",
+]
+
+[[package]]
+name = "gemm-f32"
+version = "0.16.15"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0bc84003cf6d950a7c7ca714ad6db281b6cef5c7d462f5cd9ad90ea2409c7227"
+dependencies = [
+ "dyn-stack",
+ "gemm-common",
+ "num-complex",
+ "num-traits",
+ "paste",
+ "raw-cpuid",
+ "seq-macro",
+]
+
+[[package]]
+name = "gemm-f64"
+version = "0.16.15"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "35187ef101a71eed0ecd26fb4a6255b4192a12f1c5335f3a795698f2d9b6cf33"
+dependencies = [
+ "dyn-stack",
+ "gemm-common",
+ "num-complex",
+ "num-traits",
+ "paste",
+ "raw-cpuid",
+ "seq-macro",
+]
+
 [[package]]
 name = "generic-array"
 version = "0.14.7"
@@ -1778,6 +2017,20 @@ version = "1.8.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "eabb4a44450da02c90444cf74558da904edde8fb4e9035a9a6a4e15445af0bd7"
 
+[[package]]
+name = "half"
+version = "2.3.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bc52e53916c08643f1b56ec082790d1e86a32e58dc5268f897f313fbae7b4872"
+dependencies = [
+ "bytemuck",
+ "cfg-if",
+ "crunchy",
+ "num-traits",
+ "rand",
+ "rand_distr",
+]
+
 [[package]]
 name = "hash32"
 version = "0.2.1"
@@ -1871,6 +2124,23 @@ version = "0.4.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "7f24254aa9a54b5c858eaee2f5bccdb46aaf0e486a595ed5fd8f86ba55232a70"
 
+[[package]]
+name = "hf-hub"
+version = "0.3.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2b780635574b3d92f036890d8373433d6f9fc7abb320ee42a5c25897fc8ed732"
+dependencies = [
+ "dirs",
+ "indicatif",
+ "log",
+ "native-tls",
+ "rand",
+ "serde",
+ "serde_json",
+ "thiserror",
+ "ureq",
+]
+
 [[package]]
 name = "hmac"
 version = "0.12.1"
@@ -2507,6 +2777,19 @@ dependencies = [
  "serde",
 ]
 
+[[package]]
+name = "indicatif"
+version = "0.17.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fb28741c9db9a713d93deb3bb9515c20788cef5815265bee4980e87bde7e0f25"
+dependencies = [
+ "console",
+ "instant",
+ "number_prefix",
+ "portable-atomic",
+ "unicode-width",
+]
+
 [[package]]
 name = "inout"
 version = "0.1.3"
@@ -3057,6 +3340,22 @@ version = "0.10.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "8b8c72594ac26bfd34f2d99dfced2edfaddfe8a476e3ff2ca0eb293d925c4f83"
 
+[[package]]
+name = "macro_rules_attribute"
+version = "0.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8a82271f7bc033d84bbca59a3ce3e4159938cb08a9c3aebbe54d215131518a13"
+dependencies = [
+ "macro_rules_attribute-proc_macro",
+ "paste",
+]
+
+[[package]]
+name = "macro_rules_attribute-proc_macro"
+version = "0.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b8dd856d451cc0da70e2ef2ce95a18e39a93b7558bedf10201ad28503f918568"
+
 [[package]]
 name = "manifest-dir-macros"
 version = "0.1.17"
@@ -3256,6 +3555,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "f49388d20533534cd19360ad3d6a7dadc885944aa802ba3995040c5ec11288c6"
 dependencies = [
  "libc",
+ "stable_deref_trait",
 ]
 
 [[package]]
@@ -3277,6 +3577,9 @@ dependencies = [
  "bstr",
  "bytemuck",
  "byteorder",
+ "candle-core",
+ "candle-nn",
+ "candle-transformers",
  "charabia",
  "concat-arrays",
  "crossbeam-channel",
@@ -3290,6 +3593,7 @@ dependencies = [
  "geoutils",
  "grenad",
  "heed",
+ "hf-hub",
  "indexmap 2.0.0",
  "insta",
  "instant-distance",
@@ -3321,6 +3625,7 @@ dependencies = [
  "tempfile",
  "thiserror",
  "time",
+ "tokenizers",
  "uuid 1.5.0",
 ]
 
@@ -3376,6 +3681,45 @@ dependencies = [
  "windows-sys 0.48.0",
 ]
 
+[[package]]
+name = "monostate"
+version = "0.1.9"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "15f370ae88093ec6b11a710dec51321a61d420fafd1bad6e30d01bd9c920e8ee"
+dependencies = [
+ "monostate-impl",
+ "serde",
+]
+
+[[package]]
+name = "monostate-impl"
+version = "0.1.9"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "371717c0a5543d6a800cac822eac735aa7d2d2fbb41002e9856a4089532dbdce"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.28",
+]
+
+[[package]]
+name = "native-tls"
+version = "0.2.11"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "07226173c32f2926027b63cce4bcd8076c3552846cbe7925f3aaffeac0a3b92e"
+dependencies = [
+ "lazy_static",
+ "libc",
+ "log",
+ "openssl",
+ "openssl-probe",
+ "openssl-sys",
+ "schannel",
+ "security-framework",
+ "security-framework-sys",
+ "tempfile",
+]
+
 [[package]]
 name = "nelson"
 version = "0.1.0"
@@ -3422,6 +3766,16 @@ dependencies = [
  "num-traits",
 ]
 
+[[package]]
+name = "num-complex"
+version = "0.4.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1ba157ca0885411de85d6ca030ba7e2a83a28636056c7c699b07c8b6f7383214"
+dependencies = [
+ "bytemuck",
+ "num-traits",
+]
+
 [[package]]
 name = "num-integer"
 version = "0.1.45"
@@ -3452,6 +3806,12 @@ dependencies = [
  "libc",
 ]
 
+[[package]]
+name = "number_prefix"
+version = "0.4.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "830b246a0e5f20af87141b25c173cd1b609bd7779a4617d6ec582abaf90870f3"
+
 [[package]]
 name = "object"
 version = "0.31.1"
@@ -3473,12 +3833,84 @@ version = "1.18.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "dd8b5dd2ae5ed71462c540258bedcb51965123ad7e7ccf4b9a8cafaa4a63576d"
 
+[[package]]
+name = "onig"
+version = "6.4.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8c4b31c8722ad9171c6d77d3557db078cab2bd50afcc9d09c8b315c59df8ca4f"
+dependencies = [
+ "bitflags 1.3.2",
+ "libc",
+ "once_cell",
+ "onig_sys",
+]
+
+[[package]]
+name = "onig_sys"
+version = "69.8.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7b829e3d7e9cc74c7e315ee8edb185bf4190da5acde74afd7fc59c35b1f086e7"
+dependencies = [
+ "cc",
+ "pkg-config",
+]
+
 [[package]]
 name = "oorandom"
 version = "11.1.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "0ab1bc2a289d34bd04a330323ac98a1b4bc82c9d9fcb1e66b63caa84da26b575"
 
+[[package]]
+name = "openssl"
+version = "0.10.59"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7a257ad03cd8fb16ad4172fedf8094451e1af1c4b70097636ef2eac9a5f0cc33"
+dependencies = [
+ "bitflags 2.3.3",
+ "cfg-if",
+ "foreign-types",
+ "libc",
+ "once_cell",
+ "openssl-macros",
+ "openssl-sys",
+]
+
+[[package]]
+name = "openssl-macros"
+version = "0.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a948666b637a0f465e8564c73e89d4dde00d72d4d473cc972f390fc3dcee7d9c"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.28",
+]
+
+[[package]]
+name = "openssl-probe"
+version = "0.1.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ff011a302c396a5197692431fc1948019154afc178baf7d8e37367442a4601cf"
+
+[[package]]
+name = "openssl-sys"
+version = "0.9.95"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "40a4130519a360279579c2053038317e40eff64d13fd3f004f9e1b72b8a6aaf9"
+dependencies = [
+ "cc",
+ "libc",
+ "pkg-config",
+ "vcpkg",
+]
+
+[[package]]
+name = "option-ext"
+version = "0.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "04744f49eae99ab78e0d5c0b603ab218f515ea8cfe5a456d7629ad883a3b6e7d"
+
 [[package]]
 name = "ordered-float"
 version = "3.7.0"
@@ -3755,6 +4187,12 @@ dependencies = [
  "plotters-backend",
 ]
 
+[[package]]
+name = "portable-atomic"
+version = "1.5.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3bccab0e7fd7cc19f820a1c8c91720af652d0c88dc9664dd72aef2614f04af3b"
+
 [[package]]
 name = "postcard"
 version = "1.0.8"
@@ -3864,6 +4302,18 @@ dependencies = [
  "serde",
 ]
 
+[[package]]
+name = "pulp"
+version = "0.18.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7057c1435edb390ebfc51743abad043377f1f698ce8e649a9b52a4b378be5e4d"
+dependencies = [
+ "bytemuck",
+ "libm",
+ "num-complex",
+ "reborrow",
+]
+
 [[package]]
 name = "quote"
 version = "1.0.32"
@@ -3903,6 +4353,16 @@ dependencies = [
  "getrandom",
 ]
 
+[[package]]
+name = "rand_distr"
+version = "0.4.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "32cb0b9bc82b0a0876c2dd994a7e7a2683d3e7390ca40e6886785ef0c7e3ee31"
+dependencies = [
+ "num-traits",
+ "rand",
+]
+
 [[package]]
 name = "rand_pcg"
 version = "0.3.1"
@@ -3914,27 +4374,51 @@ dependencies = [
 ]
 
 [[package]]
-name = "rayon"
-version = "1.7.0"
+name = "raw-cpuid"
+version = "10.7.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1d2df5196e37bcc87abebc0053e20787d73847bb33134a69841207dd0a47f03b"
+checksum = "6c297679cb867470fa8c9f67dbba74a78d78e3e98d7cf2b08d6d71540f797332"
+dependencies = [
+ "bitflags 1.3.2",
+]
+
+[[package]]
+name = "rayon"
+version = "1.8.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9c27db03db7734835b3f53954b534c91069375ce6ccaa2e065441e07d9b6cdb1"
 dependencies = [
  "either",
  "rayon-core",
 ]
 
 [[package]]
-name = "rayon-core"
-version = "1.11.0"
+name = "rayon-cond"
+version = "0.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4b8f95bd6966f5c87776639160a66bd8ab9895d9d4ab01ddba9fc60661aebe8d"
+checksum = "059f538b55efd2309c9794130bc149c6a553db90e9d99c2030785c82f0bd7df9"
+dependencies = [
+ "either",
+ "itertools 0.11.0",
+ "rayon",
+]
+
+[[package]]
+name = "rayon-core"
+version = "1.12.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5ce3fb6ad83f861aac485e76e1985cd109d9a3713802152be56c3b1f0e0658ed"
 dependencies = [
- "crossbeam-channel",
  "crossbeam-deque",
  "crossbeam-utils",
- "num_cpus",
 ]
 
+[[package]]
+name = "reborrow"
+version = "0.5.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "03251193000f4bd3b042892be858ee50e8b3719f2b08e5833ac4353724632430"
+
 [[package]]
 name = "redox_syscall"
 version = "0.2.16"
@@ -4047,6 +4531,12 @@ version = "0.1.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "8c31b5c4033f8fdde8700e4657be2c497e7288f01515be52168c631e2e4d4086"
 
+[[package]]
+name = "riff"
+version = "1.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b9b1a3d5f46d53f4a3478e2be4a5a5ce5108ea58b100dcd139830eae7f79a3a1"
+
 [[package]]
 name = "ring"
 version = "0.16.20"
@@ -4193,6 +4683,16 @@ version = "1.0.15"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "1ad4cc8da4ef723ed60bced201181d83791ad433213d8c24efffda1eec85d741"
 
+[[package]]
+name = "safetensors"
+version = "0.3.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d93279b86b3de76f820a8854dd06cbc33cfa57a417b19c47f6a25280112fb1df"
+dependencies = [
+ "serde",
+ "serde_json",
+]
+
 [[package]]
 name = "same-file"
 version = "1.0.6"
@@ -4202,6 +4702,15 @@ dependencies = [
  "winapi-util",
 ]
 
+[[package]]
+name = "schannel"
+version = "0.1.22"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0c3733bf4cf7ea0880754e19cb5a462007c4a8c1914bff372ccc95b464f1df88"
+dependencies = [
+ "windows-sys 0.48.0",
+]
+
 [[package]]
 name = "scopeguard"
 version = "1.2.0"
@@ -4218,6 +4727,29 @@ dependencies = [
  "untrusted",
 ]
 
+[[package]]
+name = "security-framework"
+version = "2.9.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "05b64fb303737d99b81884b2c63433e9ae28abebe5eb5045dcdd175dc2ecf4de"
+dependencies = [
+ "bitflags 1.3.2",
+ "core-foundation",
+ "core-foundation-sys",
+ "libc",
+ "security-framework-sys",
+]
+
+[[package]]
+name = "security-framework-sys"
+version = "2.9.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e932934257d3b408ed8f30db49d85ea163bfe74961f017f405b025af298f0c7a"
+dependencies = [
+ "core-foundation-sys",
+ "libc",
+]
+
 [[package]]
 name = "segment"
 version = "0.2.2"
@@ -4238,6 +4770,12 @@ version = "1.0.18"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b0293b4b29daaf487284529cc2f5675b8e57c61f70167ba415a463651fd6a918"
 
+[[package]]
+name = "seq-macro"
+version = "0.3.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a3f0bf26fd526d2a95683cd0f87bf103b8539e2ca1ef48ce002d67aad59aa0b4"
+
 [[package]]
 name = "serde"
 version = "1.0.190"
@@ -4288,6 +4826,15 @@ dependencies = [
  "serde",
 ]
 
+[[package]]
+name = "serde_plain"
+version = "1.0.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9ce1fc6db65a611022b23a0dec6975d63fb80a302cb3388835ff02c097258d50"
+dependencies = [
+ "serde",
+]
+
 [[package]]
 name = "serde_spanned"
 version = "0.6.3"
@@ -4445,6 +4992,18 @@ dependencies = [
  "lock_api",
 ]
 
+[[package]]
+name = "spm_precompiled"
+version = "0.1.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5851699c4033c63636f7ea4cf7b7c1f1bf06d0cc03cfb42e711de5a5c46cf326"
+dependencies = [
+ "base64 0.13.1",
+ "nom",
+ "serde",
+ "unicode-segmentation",
+]
+
 [[package]]
 name = "stable_deref_trait"
 version = "1.2.0"
@@ -4582,18 +5141,18 @@ dependencies = [
 
 [[package]]
 name = "thiserror"
-version = "1.0.44"
+version = "1.0.50"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "611040a08a0439f8248d1990b111c95baa9c704c805fa1f62104b39655fd7f90"
+checksum = "f9a7210f5c9a7156bb50aa36aed4c95afb51df0df00713949448cf9e97d382d2"
 dependencies = [
  "thiserror-impl",
 ]
 
 [[package]]
 name = "thiserror-impl"
-version = "1.0.44"
+version = "1.0.50"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "090198534930841fab3a5d1bb637cde49e339654e606195f8d9c76eeb081dc96"
+checksum = "266b2e40bc00e5a6c09c3584011e08b06f123c00362c92b975ba9843aaaa14b8"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -4665,6 +5224,38 @@ version = "0.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "1f3ccbac311fea05f86f61904b462b55fb3df8837a366dfc601a0161d0532f20"
 
+[[package]]
+name = "tokenizers"
+version = "0.14.1"
+source = "git+https://github.com/huggingface/tokenizers.git?tag=v0.14.1#6357206cdcce4d78ffb1e0372feb456caea09375"
+dependencies = [
+ "aho-corasick",
+ "clap",
+ "derive_builder",
+ "esaxx-rs",
+ "getrandom",
+ "indicatif",
+ "itertools 0.11.0",
+ "lazy_static",
+ "log",
+ "macro_rules_attribute",
+ "monostate",
+ "onig",
+ "paste",
+ "rand",
+ "rayon",
+ "rayon-cond",
+ "regex",
+ "regex-syntax",
+ "serde",
+ "serde_json",
+ "spm_precompiled",
+ "thiserror",
+ "unicode-normalization-alignments",
+ "unicode-segmentation",
+ "unicode_categories",
+]
+
 [[package]]
 name = "tokio"
 version = "1.29.1"
@@ -4791,9 +5382,21 @@ dependencies = [
  "cfg-if",
  "log",
  "pin-project-lite",
+ "tracing-attributes",
  "tracing-core",
 ]
 
+[[package]]
+name = "tracing-attributes"
+version = "0.1.27"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "34704c8d6ebcbc939824180af020566b01a7c01f80641264eba0999f6c2b6be7"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.28",
+]
+
 [[package]]
 name = "tracing-core"
 version = "0.1.31"
@@ -4860,18 +5463,39 @@ dependencies = [
  "tinyvec",
 ]
 
+[[package]]
+name = "unicode-normalization-alignments"
+version = "0.1.12"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "43f613e4fa046e69818dd287fdc4bc78175ff20331479dab6e1b0f98d57062de"
+dependencies = [
+ "smallvec",
+]
+
 [[package]]
 name = "unicode-segmentation"
 version = "1.10.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "1dd624098567895118886609431a7c3b8f516e41d30e0643f03d94592a147e36"
 
+[[package]]
+name = "unicode-width"
+version = "0.1.11"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e51733f11c9c4f72aa0c160008246859e340b00807569a0da0e7a1079b27ba85"
+
 [[package]]
 name = "unicode-xid"
 version = "0.2.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "f962df74c8c05a667b5ee8bcf162993134c104e96440b663c8daa176dc772d8c"
 
+[[package]]
+name = "unicode_categories"
+version = "0.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "39ec24b3121d976906ece63c9daad25b85969647682eee313cb5779fdd69e14e"
+
 [[package]]
 name = "untrusted"
 version = "0.7.1"
@@ -4885,10 +5509,14 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "0b11c96ac7ee530603dcdf68ed1557050f374ce55a5a07193ebf8cbc9f8927e9"
 dependencies = [
  "base64 0.21.2",
+ "flate2",
  "log",
+ "native-tls",
  "once_cell",
  "rustls 0.21.6",
  "rustls-webpki 0.100.2",
+ "serde",
+ "serde_json",
  "url",
  "webpki-roots 0.23.1",
 ]
@@ -5083,6 +5711,15 @@ version = "0.2.87"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ca6ad05a4870b2bf5fe995117d3728437bd27d7cd5f06f13c17443ef369775a1"
 
+[[package]]
+name = "wav"
+version = "1.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a65e199c799848b4f997072aa4d673c034f80f40191f97fe2f0a23f410be1609"
+dependencies = [
+ "riff",
+]
+
 [[package]]
 name = "web-sys"
 version = "0.3.64"
diff --git a/milli/Cargo.toml b/milli/Cargo.toml
index 8aa2a6f3f..0c1c5ab97 100644
--- a/milli/Cargo.toml
+++ b/milli/Cargo.toml
@@ -72,6 +72,11 @@ puffin = "0.16.0"
 log = "0.4.17"
 logging_timer = "1.1.0"
 csv = "1.2.1"
+candle-core = { git = "https://github.com/huggingface/candle.git", version = "0.3.1" }
+candle-transformers = { git = "https://github.com/huggingface/candle.git", version = "0.3.1" }
+candle-nn = { git = "https://github.com/huggingface/candle.git", version = "0.3.1" }
+tokenizers = { git = "https://github.com/huggingface/tokenizers.git", tag = "v0.14.1", version = "0.14.1" }
+hf-hub = "0.3.2"
 
 [dev-dependencies]
 mimalloc = { version = "0.1.37", default-features = false }