diff --git a/finetune/pyproject.toml b/finetune/pyproject.toml
index 0680921..bffa5d3 100644
--- a/finetune/pyproject.toml
+++ b/finetune/pyproject.toml
@@ -21,3 +21,10 @@ dependencies = [
 
 [dependency-groups]
 dev = []
+
+[tool.uv]
+constraint-dependencies = [
+  "authlib>=1.6.9",
+  "aiohttp>=3.13.4",
+  "cryptography>=46.0.7",
+]
diff --git a/finetune/uv.lock b/finetune/uv.lock
index 31b9106..798dc81 100644
--- a/finetune/uv.lock
+++ b/finetune/uv.lock
@@ -1,5 +1,5 @@
 version = 1
-revision = 1
+revision = 3
 requires-python = ">=3.10"
 resolution-markers = [
     "python_full_version >= '3.13'",
@@ -8,46 +8,56 @@ resolution-markers = [
     "python_full_version < '3.11'",
 ]
 
+[options]
+exclude-newer = "2026-04-04T01:01:35Z"
+
+[manifest]
+constraints = [
+    { name = "aiohttp", specifier = ">=3.13.4" },
+    { name = "authlib", specifier = ">=1.6.9" },
+    { name = "cryptography", specifier = ">=46.0.7" },
+]
+
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 name = "accelerate"
-version = "1.12.0"
+version = "1.13.0"
 source = { registry = "https://pkgs.shopify.io/basic/data/python/simple/" }
 dependencies = [
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-    { name = "numpy", version = "2.4.1", source = { registry = "https://pkgs.shopify.io/basic/data/python/simple/" }, marker = "python_full_version >= '3.11'" },
+    { name = "numpy", version = "2.4.4", source = { registry = "https://pkgs.shopify.io/basic/data/python/simple/" }, marker = "python_full_version >= '3.11'" },
     { name = "packaging" },
     { name = "psutil" },
     { name = "pyyaml" },
     { name = "safetensors" },
     { name = "torch" },
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 name = "aiohttp"
-version = "3.13.3"
+version = "3.13.5"
 source = { registry = "https://pkgs.shopify.io/basic/data/python/simple/" }
 dependencies = [
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diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml
index ad7723c..2ec34e3 100644
--- a/pnpm-lock.yaml
+++ b/pnpm-lock.yaml
@@ -235,8 +235,8 @@ packages:
     cpu: [x64]
     os: [win32]
 
-  '@hono/node-server@1.19.12':
-    resolution: {integrity: sha512-txsUW4SQ1iilgE0l9/e9VQWmELXifEFvmdA1j6WFh/aFPj99hIntrSsq/if0UWyGVkmrRPKA1wCeP+UCr1B9Uw==}
+  '@hono/node-server@1.19.13':
+    resolution: {integrity: sha512-TsQLe4i2gvoTtrHje625ngThGBySOgSK3Xo2XRYOdqGN1teR8+I7vchQC46uLJi8OF62YTYA3AhSpumtkhsaKQ==}
     engines: {node: '>=18.14.1'}
     peerDependencies:
       hono: ^4
@@ -273,42 +273,36 @@ packages:
     engines: {node: '>=20.0.0'}
     cpu: [arm64, x64]
     os: [linux]
-    libc: [glibc]
 
   '@node-llama-cpp/linux-armv7l@3.18.1':
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     engines: {node: '>=20.0.0'}
     cpu: [arm, x64]
     os: [linux]
-    libc: [glibc]
 
   '@node-llama-cpp/linux-x64-cuda-ext@3.18.1':
     resolution: {integrity: sha512-VqyKhAVHPCpFzh0f1koCBgpThL+04QOXwv0oDQ8s8YcpfMMOXQlBhTB0plgTh0HrPExoObfTS4ohkrbyGgmztQ==}
     engines: {node: '>=20.0.0'}
     cpu: [x64]
     os: [linux]
-    libc: [glibc]
 
   '@node-llama-cpp/linux-x64-cuda@3.18.1':
     resolution: {integrity: sha512-qOaYP4uwsUoBHQ/7xSOvyJIuXapS57Al+Sudgi00f96ldNZLKe1vuSGptAi5LTM2lIj66PKm6h8PlRWctwsZ2g==}
     engines: {node: '>=20.0.0'}
     cpu: [x64]
     os: [linux]
-    libc: [glibc]
 
   '@node-llama-cpp/linux-x64-vulkan@3.18.1':
     resolution: {integrity: sha512-SIaNTK5pUPhwJD0gmiQfHa8OrRctVMmnqu+slJrz2Mzgg/XrwFndJlS9hvc+jSjTXCouwf7sYeQaaJWvQgBh/A==}
     engines: {node: '>=20.0.0'}
     cpu: [x64]
     os: [linux]
-    libc: [glibc]
 
   '@node-llama-cpp/linux-x64@3.18.1':
     resolution: {integrity: sha512-tRmWcsyvAcqJHQHXHsaOkx6muGbcirA9nRdNgH6n7bjGUw4VuoBD3dChyNF3/Ktt7ohB9kz+XhhyZjbDHpXyMA==}
     engines: {node: '>=20.0.0'}
     cpu: [x64]
     os: [linux]
-    libc: [glibc]
 
   '@node-llama-cpp/mac-arm64-metal@3.18.1':
     resolution: {integrity: sha512-cyZTdsUMlvuRlGmkkoBbN3v/DT6NuruEqoQYd9CqIrPyLa1xLNBTSKIZ9SgRnw23iCOj4URfITvRP+2pu63LuQ==}
@@ -381,28 +375,24 @@ packages:
     engines: {node: '>= 10'}
     cpu: [arm64]
     os: [linux]
-    libc: [glibc]
 
   '@reflink/reflink-linux-arm64-musl@0.1.19':
     resolution: {integrity: sha512-37iO/Dp6m5DDaC2sf3zPtx/hl9FV3Xze4xoYidrxxS9bgP3S8ALroxRK6xBG/1TtfXKTvolvp+IjrUU6ujIGmA==}
     engines: {node: '>= 10'}
     cpu: [arm64]
     os: [linux]
-    libc: [musl]
 
   '@reflink/reflink-linux-x64-gnu@0.1.19':
     resolution: {integrity: sha512-jbI8jvuYCaA3MVUdu8vLoLAFqC+iNMpiSuLbxlAgg7x3K5bsS8nOpTRnkLF7vISJ+rVR8W+7ThXlXlUQ93ulkw==}
     engines: {node: '>= 10'}
     cpu: [x64]
     os: [linux]
-    libc: [glibc]
 
   '@reflink/reflink-linux-x64-musl@0.1.19':
     resolution: {integrity: sha512-e9FBWDe+lv7QKAwtKOt6A2W/fyy/aEEfr0g6j/hWzvQcrzHCsz07BNQYlNOjTfeytrtLU7k449H1PI95jA4OjQ==}
     engines: {node: '>= 10'}
     cpu: [x64]
     os: [linux]
-    libc: [musl]
 
   '@reflink/reflink-win32-arm64-msvc@0.1.19':
     resolution: {integrity: sha512-09PxnVIQcd+UOn4WAW73WU6PXL7DwGS6wPlkMhMg2zlHHG65F3vHepOw06HFCq+N42qkaNAc8AKIabWvtk6cIQ==}
@@ -454,79 +444,66 @@ packages:
     resolution: {integrity: sha512-L+34Qqil+v5uC0zEubW7uByo78WOCIrBvci69E7sFASRl0X7b/MB6Cqd1lky/CtcSVTydWa2WZwFuWexjS5o6g==}
     cpu: [arm]
     os: [linux]
-    libc: [glibc]
 
   '@rollup/rollup-linux-arm-musleabihf@4.60.1':
     resolution: {integrity: sha512-n83O8rt4v34hgFzlkb1ycniJh7IR5RCIqt6mz1VRJD6pmhRi0CXdmfnLu9dIUS6buzh60IvACM842Ffb3xd6Gg==}
     cpu: [arm]
     os: [linux]
-    libc: [musl]
 
   '@rollup/rollup-linux-arm64-gnu@4.60.1':
     resolution: {integrity: sha512-Nql7sTeAzhTAja3QXeAI48+/+GjBJ+QmAH13snn0AJSNL50JsDqotyudHyMbO2RbJkskbMbFJfIJKWA6R1LCJQ==}
     cpu: [arm64]
     os: [linux]
-    libc: [glibc]
 
   '@rollup/rollup-linux-arm64-musl@4.60.1':
     resolution: {integrity: sha512-+pUymDhd0ys9GcKZPPWlFiZ67sTWV5UU6zOJat02M1+PiuSGDziyRuI/pPue3hoUwm2uGfxdL+trT6Z9rxnlMA==}
     cpu: [arm64]
     os: [linux]
-    libc: [musl]
 
   '@rollup/rollup-linux-loong64-gnu@4.60.1':
     resolution: {integrity: sha512-VSvgvQeIcsEvY4bKDHEDWcpW4Yw7BtlKG1GUT4FzBUlEKQK0rWHYBqQt6Fm2taXS+1bXvJT6kICu5ZwqKCnvlQ==}
     cpu: [loong64]
     os: [linux]
-    libc: [glibc]
 
   '@rollup/rollup-linux-loong64-musl@4.60.1':
     resolution: {integrity: sha512-4LqhUomJqwe641gsPp6xLfhqWMbQV04KtPp7/dIp0nzPxAkNY1AbwL5W0MQpcalLYk07vaW9Kp1PBhdpZYYcEw==}
     cpu: [loong64]
     os: [linux]
-    libc: [musl]
 
   '@rollup/rollup-linux-ppc64-gnu@4.60.1':
     resolution: {integrity: sha512-tLQQ9aPvkBxOc/EUT6j3pyeMD6Hb8QF2BTBnCQWP/uu1lhc9AIrIjKnLYMEroIz/JvtGYgI9dF3AxHZNaEH0rw==}
     cpu: [ppc64]
     os: [linux]
-    libc: [glibc]
 
   '@rollup/rollup-linux-ppc64-musl@4.60.1':
     resolution: {integrity: sha512-RMxFhJwc9fSXP6PqmAz4cbv3kAyvD1etJFjTx4ONqFP9DkTkXsAMU4v3Vyc5BgzC+anz7nS/9tp4obsKfqkDHg==}
     cpu: [ppc64]
     os: [linux]
-    libc: [musl]
 
   '@rollup/rollup-linux-riscv64-gnu@4.60.1':
     resolution: {integrity: sha512-QKgFl+Yc1eEk6MmOBfRHYF6lTxiiiV3/z/BRrbSiW2I7AFTXoBFvdMEyglohPj//2mZS4hDOqeB0H1ACh3sBbg==}
     cpu: [riscv64]
     os: [linux]
-    libc: [glibc]
 
   '@rollup/rollup-linux-riscv64-musl@4.60.1':
     resolution: {integrity: sha512-RAjXjP/8c6ZtzatZcA1RaQr6O1TRhzC+adn8YZDnChliZHviqIjmvFwHcxi4JKPSDAt6Uhf/7vqcBzQJy0PDJg==}
     cpu: [riscv64]
     os: [linux]
-    libc: [musl]
 
   '@rollup/rollup-linux-s390x-gnu@4.60.1':
     resolution: {integrity: sha512-wcuocpaOlaL1COBYiA89O6yfjlp3RwKDeTIA0hM7OpmhR1Bjo9j31G1uQVpDlTvwxGn2nQs65fBFL5UFd76FcQ==}
     cpu: [s390x]
     os: [linux]
-    libc: [glibc]
 
   '@rollup/rollup-linux-x64-gnu@4.60.1':
     resolution: {integrity: sha512-77PpsFQUCOiZR9+LQEFg9GClyfkNXj1MP6wRnzYs0EeWbPcHs02AXu4xuUbM1zhwn3wqaizle3AEYg5aeoohhg==}
     cpu: [x64]
     os: [linux]
-    libc: [glibc]
 
   '@rollup/rollup-linux-x64-musl@4.60.1':
     resolution: {integrity: sha512-5cIATbk5vynAjqqmyBjlciMJl1+R/CwX9oLk/EyiFXDWd95KpHdrOJT//rnUl4cUcskrd0jCCw3wpZnhIHdD9w==}
     cpu: [x64]
     os: [linux]
-    libc: [musl]
 
   '@rollup/rollup-openbsd-x64@4.60.1':
     resolution: {integrity: sha512-cl0w09WsCi17mcmWqqglez9Gk8isgeWvoUZ3WiJFYSR3zjBQc2J5/ihSjpl+VLjPqjQ/1hJRcqBfLjssREQILw==}
@@ -991,8 +968,8 @@ packages:
     resolution: {integrity: sha512-0hJU9SCPvmMzIBdZFqNPXWa6dqh7WdH0cII9y+CyS8rG3nL48Bclra9HmKhVVUHyPWNH5Y7xDwAB7bfgSjkUMQ==}
     engines: {node: '>= 0.4'}
 
-  hono@4.12.10:
-    resolution: {integrity: sha512-mx/p18PLy5og9ufies2GOSUqep98Td9q4i/EF6X7yJgAiIopxqdfIO3jbqsi3jRgTgw88jMDEzVKi+V2EF+27w==}
+  hono@4.12.12:
+    resolution: {integrity: sha512-p1JfQMKaceuCbpJKAPKVqyqviZdS0eUxH9v82oWo1kb9xjQ5wA6iP3FNVAPDFlz5/p7d45lO+BpSk1tuSZMF4Q==}
     engines: {node: '>=16.9.0'}
 
   http-errors@2.0.1:
@@ -1646,8 +1623,8 @@ packages:
     engines: {node: ^18.0.0 || ^20.0.0 || >=22.0.0}
     hasBin: true
 
-  vite@7.3.1:
-    resolution: {integrity: sha512-w+N7Hifpc3gRjZ63vYBXA56dvvRlNWRczTdmCBBa+CotUzAPf5b7YMdMR/8CQoeYE5LX3W4wj6RYTgonm1b9DA==}
+  vite@7.3.2:
+    resolution: {integrity: sha512-Bby3NOsna2jsjfLVOHKes8sGwgl4TT0E6vvpYgnAYDIF/tie7MRaFthmKuHx1NSXjiTueXH3do80FMQgvEktRg==}
     engines: {node: ^20.19.0 || >=22.12.0}
     hasBin: true
     peerDependencies:
@@ -1852,9 +1829,9 @@ snapshots:
   '@esbuild/win32-x64@0.27.7':
     optional: true
 
-  '@hono/node-server@1.19.12(hono@4.12.10)':
+  '@hono/node-server@1.19.13(hono@4.12.12)':
     dependencies:
-      hono: 4.12.10
+      hono: 4.12.12
 
   '@huggingface/jinja@0.5.6': {}
 
@@ -1874,7 +1851,7 @@ snapshots:
 
   '@modelcontextprotocol/sdk@1.29.0(zod@4.2.1)':
     dependencies:
-      '@hono/node-server': 1.19.12(hono@4.12.10)
+      '@hono/node-server': 1.19.13(hono@4.12.12)
       ajv: 8.18.0
       ajv-formats: 3.0.1(ajv@8.18.0)
       content-type: 1.0.5
@@ -1884,7 +1861,7 @@ snapshots:
       eventsource-parser: 3.0.6
       express: 5.2.1
       express-rate-limit: 8.3.2(express@5.2.1)
-      hono: 4.12.10
+      hono: 4.12.12
       jose: 6.2.2
       json-schema-typed: 8.0.2
       pkce-challenge: 5.0.1
@@ -2083,13 +2060,13 @@ snapshots:
       chai: 5.3.3
       tinyrainbow: 2.0.0
 
-  '@vitest/mocker@3.2.4(vite@7.3.1(@types/node@25.5.2)(tsx@4.21.0)(yaml@2.8.3))':
+  '@vitest/mocker@3.2.4(vite@7.3.2(@types/node@25.5.2)(tsx@4.21.0)(yaml@2.8.3))':
     dependencies:
       '@vitest/spy': 3.2.4
       estree-walker: 3.0.3
       magic-string: 0.30.21
     optionalDependencies:
-      vite: 7.3.1(@types/node@25.5.2)(tsx@4.21.0)(yaml@2.8.3)
+      vite: 7.3.2(@types/node@25.5.2)(tsx@4.21.0)(yaml@2.8.3)
 
   '@vitest/pretty-format@3.2.4':
     dependencies:
@@ -2517,7 +2494,7 @@ snapshots:
     dependencies:
       function-bind: 1.1.2
 
-  hono@4.12.10: {}
+  hono@4.12.12: {}
 
   http-errors@2.0.1:
     dependencies:
@@ -3206,7 +3183,7 @@ snapshots:
       debug: 4.4.3
       es-module-lexer: 1.7.0
       pathe: 2.0.3
-      vite: 7.3.1(@types/node@25.5.2)(tsx@4.21.0)(yaml@2.8.3)
+      vite: 7.3.2(@types/node@25.5.2)(tsx@4.21.0)(yaml@2.8.3)
     transitivePeerDependencies:
       - '@types/node'
       - jiti
@@ -3221,7 +3198,7 @@ snapshots:
       - tsx
       - yaml
 
-  vite@7.3.1(@types/node@25.5.2)(tsx@4.21.0)(yaml@2.8.3):
+  vite@7.3.2(@types/node@25.5.2)(tsx@4.21.0)(yaml@2.8.3):
     dependencies:
       esbuild: 0.27.7
       fdir: 6.5.0(picomatch@4.0.4)
@@ -3239,7 +3216,7 @@ snapshots:
     dependencies:
       '@types/chai': 5.2.3
       '@vitest/expect': 3.2.4
-      '@vitest/mocker': 3.2.4(vite@7.3.1(@types/node@25.5.2)(tsx@4.21.0)(yaml@2.8.3))
+      '@vitest/mocker': 3.2.4(vite@7.3.2(@types/node@25.5.2)(tsx@4.21.0)(yaml@2.8.3))
       '@vitest/pretty-format': 3.2.4
       '@vitest/runner': 3.2.4
       '@vitest/snapshot': 3.2.4
@@ -3257,7 +3234,7 @@ snapshots:
       tinyglobby: 0.2.15
       tinypool: 1.1.1
       tinyrainbow: 2.0.0
-      vite: 7.3.1(@types/node@25.5.2)(tsx@4.21.0)(yaml@2.8.3)
+      vite: 7.3.2(@types/node@25.5.2)(tsx@4.21.0)(yaml@2.8.3)
       vite-node: 3.2.4(@types/node@25.5.2)(tsx@4.21.0)(yaml@2.8.3)
       why-is-node-running: 2.3.0
     optionalDependencies: