diff --git a/Cargo.lock b/Cargo.lock
index ab5236b..b8dd8cb 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -2057,6 +2057,12 @@ dependencies = [
  "syn 2.0.117",
 ]
 
+[[package]]
+name = "daachorse"
+version = "1.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6f55d7153ba3b507595872a3874803f07a8a81d1e888abed8e5db7da0597d6e2"
+
 [[package]]
 name = "darling"
 version = "0.11.0"
@@ -3000,7 +3006,7 @@ dependencies = [
  "serde",
  "serde_json",
  "thiserror 2.0.18",
- "tokenizers 0.22.2",
+ "tokenizers 0.23.1",
  "tokio",
  "tracing",
 ]
@@ -3059,7 +3065,7 @@ dependencies = [
  "serde_json",
  "sysinfo 0.38.4",
  "thiserror 2.0.18",
- "tokenizers 0.22.2",
+ "tokenizers 0.23.1",
  "tokio",
  "tracing",
  "tracing-subscriber",
@@ -8549,6 +8555,39 @@ dependencies = [
  "derive_builder",
  "esaxx-rs",
  "getrandom 0.3.4",
+ "itertools",
+ "log",
+ "macro_rules_attribute",
+ "monostate",
+ "onig",
+ "paste",
+ "rand 0.9.4",
+ "rayon",
+ "rayon-cond",
+ "regex",
+ "regex-syntax",
+ "serde",
+ "serde_json",
+ "spm_precompiled",
+ "thiserror 2.0.18",
+ "unicode-normalization-alignments",
+ "unicode-segmentation",
+ "unicode_categories",
+]
+
+[[package]]
+name = "tokenizers"
+version = "0.23.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "44e5bea67576e04b6ff8564c5d9e09c2ef0cf476502245f2f120e497769d3112"
+dependencies = [
+ "ahash 0.8.12",
+ "compact_str",
+ "daachorse",
+ "dary_heap",
+ "derive_builder",
+ "esaxx-rs",
+ "getrandom 0.3.4",
  "indicatif 0.18.4",
  "itertools",
  "log",
diff --git a/Cargo.toml b/Cargo.toml
index b345b77..2246ec6 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -105,4 +105,4 @@ candle-core = { version = "0.10", default-features = false }
 candle-nn = { version = "0.10", default-features = false }
 candle-transformers = { version = "0.10", default-features = false }
 hf-hub = { version = "0.4", default-features = false, features = ["ureq"] }
-tokenizers = { version = "0.22", default-features = false, features = ["onig"] }
+tokenizers = { version = "0.23", default-features = false, features = ["onig"] }
diff --git a/crates/finima-llm/Cargo.toml b/crates/finima-llm/Cargo.toml
index 7b5de8d..c6cccc1 100644
--- a/crates/finima-llm/Cargo.toml
+++ b/crates/finima-llm/Cargo.toml
@@ -34,7 +34,7 @@ tracing-subscriber = { workspace = true, optional = true }
 # Candle/mistral.rs backend (in-process inference)
 mistralrs = { version = "0.8", optional = true, default-features = false }
 hf-hub = { version = "0.5", optional = true }
-tokenizers = { version = "0.22", optional = true }
+tokenizers = { version = "0.23", optional = true }
 
 [[bin]]
 name = "download_model"