diff --git a/pyproject.toml b/pyproject.toml
index 4b2c4bd6..55267f1f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -127,17 +127,17 @@ cpu = [
   "peft",
   "opacus",
   "sentence-transformers",
-  "torch==2.9.1; sys_platform == 'darwin'",
-  "torch==2.9.1+cpu; sys_platform == 'linux'",
-  "torchvision==0.24.1; sys_platform == 'darwin'",
-  "torchvision==0.24.1+cpu; sys_platform == 'linux'",
-  "torchao==0.15.0",
+  "torch==2.10.0; sys_platform == 'darwin'",
+  "torch==2.10.0+cpu; sys_platform == 'linux'",
+  "torchvision==0.25.0; sys_platform == 'darwin'",
+  "torchvision==0.25.0+cpu; sys_platform == 'linux'",
+  "torchao==0.16.0",
   "transformers==4.57.3",
   "triton>=2.0.0; sys_platform=='linux'",
   "trl>=0.23.0",
-  "unsloth[cu128-torch291]==2025.12.4; sys_platform=='linux'",
-  "unsloth_zoo==2025.12.4; sys_platform=='linux'",
-  "vllm==0.15.0; sys_platform=='linux'",
+  "unsloth[cu128-torch2100]==2026.3.18; sys_platform=='linux'",
+  "unsloth_zoo==2026.3.7; sys_platform=='linux'",
+  "vllm==0.18.0; sys_platform=='linux'",
 ]
 
 cu128 = [
@@ -153,17 +153,17 @@ cu128 = [
   "opacus",
   "peft",
   "sentence-transformers",
-  "torch==2.9.1+cu128; sys_platform == 'linux'",
+  "torch==2.10.0+cu128; sys_platform == 'linux'",
   "torch-c-dlpack-ext",
-  "torchvision==0.24.1+cu128; sys_platform == 'linux'",
-  "torchao==0.15.0; sys_platform == 'linux'",
+  "torchvision==0.25.0+cu128; sys_platform == 'linux'",
+  "torchao==0.16.0; sys_platform == 'linux'",
   "transformers==4.57.3",
   "triton>=2.0.0; sys_platform == 'linux'",
   "trl>=0.23.0",
-  "unsloth[cu128-torch291]==2025.12.4; sys_platform == 'linux'",
-  "unsloth_zoo==2025.12.4; sys_platform == 'linux'",
-  "vllm==0.15.0; sys_platform == 'linux'",
-  "xformers==v0.0.33.post2; sys_platform == 'linux'",
+  "unsloth[cu128-torch2100]==2026.3.18; sys_platform == 'linux'",
+  "unsloth_zoo==2026.3.7; sys_platform == 'linux'",
+  "vllm==0.18.0; sys_platform == 'linux'",
+  "xformers==v0.0.34; sys_platform == 'linux'",
 ]
 
 # at some point, do per-subpackage dependencies
@@ -204,7 +204,7 @@ environments = [
     "sys_platform == 'linux' and platform_machine == 'aarch64'",
 ]
 
-constraint-dependencies = ["torch==2.9.1", "regex==2025.07.34", "pandas<3"]
+constraint-dependencies = ["torch==2.10.0", "regex==2025.07.34", "pandas<3"]
 
 
 
diff --git a/src/nemo_safe_synthesizer/generation/vllm_backend.py b/src/nemo_safe_synthesizer/generation/vllm_backend.py
index bcf59cb6..b8238d49 100644
--- a/src/nemo_safe_synthesizer/generation/vllm_backend.py
+++ b/src/nemo_safe_synthesizer/generation/vllm_backend.py
@@ -137,7 +137,6 @@ def __init__(
             prompt_template=self.model_metadata.prompt_config.template,
         )
         self.llm: vLLM | None = None
-        self.logits_processors = []
 
         # Do not generate detailed error messages in production to avoid leaking sensitive data.
         self.use_detailed_logs = kwargs.pop("use_detailed_logs", False)
@@ -191,7 +190,6 @@ def initialize(self, **kwargs) -> None:
         # vllm requires this "config" to set the backend ahead of time.
         structured_outputs_config = StructuredOutputsConfig(
             backend=self.config.generation.structured_generation_backend,
-            disable_fallback=True,
         )
         # Unsloth patches model attention forward functions with torch.compiler.disable().
         # vLLM compiles TransformersForCausalLM with fullgraph=True via @support_torch_compile.
@@ -222,7 +220,7 @@ def _build_structured_output_params(self) -> StructuredOutputsParams | None:
         if not self.config.generation.use_structured_generation:
             return None
 
-        params: dict[str, Any] = {"disable_fallback": True}
+        params: dict[str, Any] = {}
 
         if self.config.generation.structured_generation_schema_method == "regex":
             logger.info("Structured generation is enabled, using a regex to enforce the schema")
@@ -511,7 +509,6 @@ def generate(
             top_p=self.config.generation.top_p,
             top_k=FIXED_RUNTIME_GENERATE_ARGS["top_k"],
             min_p=FIXED_RUNTIME_GENERATE_ARGS["min_p"],
-            logits_processors=self.logits_processors,
             max_tokens=self.model_metadata.max_seq_length,
             skip_special_tokens=not need_special_token_outputs,
             include_stop_str_in_output=need_special_token_outputs,
diff --git a/tests/e2e/test_safe_synthesizer.py b/tests/e2e/test_safe_synthesizer.py
index d533b962..94f8551b 100644
--- a/tests/e2e/test_safe_synthesizer.py
+++ b/tests/e2e/test_safe_synthesizer.py
@@ -85,7 +85,7 @@ def test_train_and_generate_dp(fixture_financial_transactions_dataset, fixture_s
 
 @pytest.mark.e2e
 @pytest.mark.requires_gpu
-@pytest.mark.timeout(500)
+@pytest.mark.timeout(900)
 @pytest.mark.skipif(sys.platform == "darwin", reason="Not applicable on macOS")
 def test_train_and_generate_defaults(fixture_financial_transactions_dataset, fixture_save_path):
     df = fixture_financial_transactions_dataset
diff --git a/uv.lock b/uv.lock
index a172fd28..f133bd9f 100644
--- a/uv.lock
+++ b/uv.lock
@@ -41,7 +41,7 @@ conflicts = [[
 constraints = [
     { name = "pandas", specifier = "<3" },
     { name = "regex", specifier = "==2025.7.34" },
-    { name = "torch", specifier = "==2.9.1" },
+    { name = "torch", specifier = "==2.10.0" },
 ]
 overrides = [
     { name = "flashinfer-cubin", marker = "sys_platform != 'darwin'", specifier = "==0.6.1" },
@@ -64,9 +64,9 @@ dependencies = [
     { name = "psutil", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
     { name = "pyyaml", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
     { name = "safetensors", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
-    { name = "torch", version = "2.9.1", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine == 'arm64' and sys_platform == 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu') or (platform_machine == 'arm64' and sys_platform == 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (platform_machine != 'arm64' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform != 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128')" },
-    { name = "torch", version = "2.9.1+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu') or (sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128')" },
-    { name = "torch", version = "2.9.1+cu128", source = { registry = "https://download.pytorch.org/whl/cu128" }, marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128')" },
+    { name = "torch", version = "2.10.0", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine == 'arm64' and sys_platform == 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu') or (platform_machine == 'arm64' and sys_platform == 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (platform_machine != 'arm64' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform != 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128')" },
+    { name = "torch", version = "2.10.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu') or (sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128')" },
+    { name = "torch", version = "2.10.0+cu128", source = { registry = "https://download.pytorch.org/whl/cu128" }, marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128')" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/4a/8e/ac2a9566747a93f8be36ee08532eb0160558b07630a081a6056a9f89bf1d/accelerate-1.12.0.tar.gz", hash = "sha256:70988c352feb481887077d2ab845125024b2a137a5090d6d7a32b57d03a45df6", size = 398399, upload-time = "2025-11-21T11:27:46.973Z" }
 wheels = [
@@ -333,9 +333,9 @@ source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "numpy", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
     { name = "packaging", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
-    { name = "torch", version = "2.9.1", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine == 'arm64' and sys_platform == 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu') or (platform_machine == 'arm64' and sys_platform == 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (platform_machine != 'arm64' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform != 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128')" },
-    { name = "torch", version = "2.9.1+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu') or (sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128')" },
-    { name = "torch", version = "2.9.1+cu128", source = { registry = "https://download.pytorch.org/whl/cu128" }, marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128')" },
+    { name = "torch", version = "2.10.0", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine == 'arm64' and sys_platform == 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu') or (platform_machine == 'arm64' and sys_platform == 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (platform_machine != 'arm64' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform != 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128')" },
+    { name = "torch", version = "2.10.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu') or (sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128')" },
+    { name = "torch", version = "2.10.0+cu128", source = { registry = "https://download.pytorch.org/whl/cu128" }, marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128')" },
 ]
 wheels = [
     { url = "https://files.pythonhosted.org/packages/19/6f/32d0526e4e4ad309d9e7502c018399bb23b63f39277a361c305092e2f885/bitsandbytes-0.49.1-py3-none-macosx_14_0_arm64.whl", hash = "sha256:9de01d4384b6c71ef9ab052b98457dc0e4fff8fe06ab14833b5b712700deb005", size = 129848, upload-time = "2026-01-08T14:31:26.134Z" },
@@ -642,8 +642,8 @@ source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "loguru", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
     { name = "pydantic", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
-    { name = "torch", version = "2.9.1+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu') or (sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128')" },
-    { name = "torch", version = "2.9.1+cu128", source = { registry = "https://download.pytorch.org/whl/cu128" }, marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128')" },
+    { name = "torch", version = "2.10.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu') or (sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128')" },
+    { name = "torch", version = "2.10.0+cu128", source = { registry = "https://download.pytorch.org/whl/cu128" }, marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128')" },
     { name = "transformers", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/fc/65/88dd1c58fb9d0ded51b5c86471b937a1525f91fad2211a6f051dc1ea822d/compressed_tensors-0.13.0.tar.gz", hash = "sha256:23893824d3498ea3f1a829f14a8fa85f9a5e76a34c711a038b8d7c619ca9a67c", size = 200995, upload-time = "2025-12-16T16:03:55.397Z" }
@@ -830,12 +830,50 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/bc/58/6b3d24e6b9bc474a2dcdee65dfd1f008867015408a271562e4b690561a4d/cryptography-46.0.5-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:8456928655f856c6e1533ff59d5be76578a7157224dbd9ce6872f25055ab9ab7", size = 3407605, upload-time = "2026-02-10T19:18:29.233Z" },
 ]
 
+[[package]]
+name = "cuda-bindings"
+version = "12.9.4"
+source = { registry = "https://pypi.org/simple" }
+resolution-markers = [
+    "python_full_version >= '3.13' and platform_machine == 'x86_64' and sys_platform == 'linux'",
+    "python_full_version == '3.12.*' and platform_machine == 'x86_64' and sys_platform == 'linux'",
+    "python_full_version < '3.12' and platform_machine == 'x86_64' and sys_platform == 'linux'",
+    "python_full_version >= '3.13' and platform_machine == 'aarch64' and sys_platform == 'linux'",
+    "python_full_version == '3.12.*' and platform_machine == 'aarch64' and sys_platform == 'linux'",
+    "python_full_version < '3.12' and platform_machine == 'aarch64' and sys_platform == 'linux'",
+]
+dependencies = [
+    { name = "cuda-pathfinder", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128')" },
+]
+wheels = [
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+    { name = "torch", version = "2.10.0", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine == 'arm64' and sys_platform == 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu') or (platform_machine != 'arm64' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform != 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128')" },
+    { name = "torch", version = "2.10.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu') or (sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128')" },
+    { name = "torchao", version = "0.16.0", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "torchvision", version = "0.25.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "(platform_machine == 'arm64' and sys_platform == 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu') or (platform_machine != 'arm64' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform != 'darwin' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128')" },
+    { name = "torchvision", version = "0.25.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu') or (sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128')" },
     { name = "transformers", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
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+    { name = "triton", version = "3.6.0", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
     { name = "trl", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
-    { name = "unsloth", extra = ["cu128-torch291"], marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu') or (sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128')" },
+    { name = "unsloth", extra = ["cu128-torch2100"], marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu') or (sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128')" },
     { name = "unsloth-zoo", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
     { name = "vllm", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
 ]
@@ -3122,17 +3103,17 @@ cu128 = [
     { name = "opacus", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
     { name = "peft", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
     { name = "sentence-transformers", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
-    { name = "torch", version = "2.9.1+cu128", source = { registry = "https://download.pytorch.org/whl/cu128" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "torch", version = "2.10.0+cu128", source = { registry = "https://download.pytorch.org/whl/cu128" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
     { name = "torch-c-dlpack-ext", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
-    { name = "torchao", version = "0.15.0+cu128", source = { registry = "https://download.pytorch.org/whl/cu128" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
-    { name = "torchvision", version = "0.24.1+cu128", source = { registry = "https://download.pytorch.org/whl/cu128" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "torchao", version = "0.16.0+cu128", source = { registry = "https://download.pytorch.org/whl/cu128" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "torchvision", version = "0.25.0+cu128", source = { registry = "https://download.pytorch.org/whl/cu128" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
     { name = "transformers", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
-    { name = "triton", version = "3.5.1", source = { registry = "https://download.pytorch.org/whl/cu128" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "triton", version = "3.6.0", source = { registry = "https://download.pytorch.org/whl/cu128" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
     { name = "trl", marker = "(platform_machine == 'arm64' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
-    { name = "unsloth", extra = ["cu128-torch291"], marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128')" },
+    { name = "unsloth", extra = ["cu128-torch2100"], marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128')" },
     { name = "unsloth-zoo", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
     { name = "vllm", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
-    { name = "xformers", version = "0.0.33.post2", source = { registry = "https://download.pytorch.org/whl/cu128" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "xformers", version = "0.0.34", source = { registry = "https://download.pytorch.org/whl/cu128" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
 ]
 engine = [
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@@ -3269,15 +3250,15 @@ requires-dist = [
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     { name = "tiktoken", marker = "extra == 'engine'", specifier = ">=0.7.0,<1.0" },
     { name = "tldextract", marker = "extra == 'engine'" },
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-    { name = "torch", marker = "sys_platform == 'linux' and extra == 'cpu'", specifier = "==2.9.1+cpu", index = "https://download.pytorch.org/whl/cpu", conflict = { package = "nemo-safe-synthesizer", extra = "cpu" } },
-    { name = "torch", marker = "sys_platform == 'linux' and extra == 'cu128'", specifier = "==2.9.1+cu128", index = "https://download.pytorch.org/whl/cu128", conflict = { package = "nemo-safe-synthesizer", extra = "cu128" } },
+    { name = "torch", marker = "sys_platform == 'darwin' and extra == 'cpu'", specifier = "==2.10.0" },
+    { name = "torch", marker = "sys_platform == 'linux' and extra == 'cpu'", specifier = "==2.10.0+cpu", index = "https://download.pytorch.org/whl/cpu", conflict = { package = "nemo-safe-synthesizer", extra = "cpu" } },
+    { name = "torch", marker = "sys_platform == 'linux' and extra == 'cu128'", specifier = "==2.10.0+cu128", index = "https://download.pytorch.org/whl/cu128", conflict = { package = "nemo-safe-synthesizer", extra = "cu128" } },
     { name = "torch-c-dlpack-ext", marker = "extra == 'cu128'" },
-    { name = "torchao", marker = "sys_platform == 'linux' and extra == 'cu128'", specifier = "==0.15.0", index = "https://download.pytorch.org/whl/cu128", conflict = { package = "nemo-safe-synthesizer", extra = "cu128" } },
-    { name = "torchao", marker = "extra == 'cpu'", specifier = "==0.15.0" },
-    { name = "torchvision", marker = "sys_platform == 'darwin' and extra == 'cpu'", specifier = "==0.24.1", index = "https://download.pytorch.org/whl/cpu", conflict = { package = "nemo-safe-synthesizer", extra = "cpu" } },
-    { name = "torchvision", marker = "sys_platform == 'linux' and extra == 'cpu'", specifier = "==0.24.1+cpu", index = "https://download.pytorch.org/whl/cpu", conflict = { package = "nemo-safe-synthesizer", extra = "cpu" } },
-    { name = "torchvision", marker = "sys_platform == 'linux' and extra == 'cu128'", specifier = "==0.24.1+cu128", index = "https://download.pytorch.org/whl/cu128", conflict = { package = "nemo-safe-synthesizer", extra = "cu128" } },
+    { name = "torchao", marker = "sys_platform == 'linux' and extra == 'cu128'", specifier = "==0.16.0", index = "https://download.pytorch.org/whl/cu128", conflict = { package = "nemo-safe-synthesizer", extra = "cu128" } },
+    { name = "torchao", marker = "extra == 'cpu'", specifier = "==0.16.0" },
+    { name = "torchvision", marker = "sys_platform == 'darwin' and extra == 'cpu'", specifier = "==0.25.0", index = "https://download.pytorch.org/whl/cpu", conflict = { package = "nemo-safe-synthesizer", extra = "cpu" } },
+    { name = "torchvision", marker = "sys_platform == 'linux' and extra == 'cpu'", specifier = "==0.25.0+cpu", index = "https://download.pytorch.org/whl/cpu", conflict = { package = "nemo-safe-synthesizer", extra = "cpu" } },
+    { name = "torchvision", marker = "sys_platform == 'linux' and extra == 'cu128'", specifier = "==0.25.0+cu128", index = "https://download.pytorch.org/whl/cu128", conflict = { package = "nemo-safe-synthesizer", extra = "cu128" } },
     { name = "tqdm", specifier = ">=4.67.1" },
     { name = "tqdm", marker = "extra == 'engine'", specifier = ">=4.67.1" },
     { name = "transformers", marker = "extra == 'cpu'", specifier = "==4.57.3" },
@@ -3286,15 +3267,15 @@ requires-dist = [
     { name = "triton", marker = "sys_platform == 'linux' and extra == 'cu128'", specifier = ">=2.0.0", index = "https://download.pytorch.org/whl/cu128", conflict = { package = "nemo-safe-synthesizer", extra = "cu128" } },
     { name = "trl", marker = "extra == 'cpu'", specifier = ">=0.23.0" },
     { name = "trl", marker = "extra == 'cu128'", specifier = ">=0.23.0" },
-    { name = "unsloth", extras = ["cu128-torch291"], marker = "sys_platform == 'linux' and extra == 'cpu'", specifier = "==2025.12.4" },
-    { name = "unsloth", extras = ["cu128-torch291"], marker = "sys_platform == 'linux' and extra == 'cu128'", specifier = "==2025.12.4" },
-    { name = "unsloth-zoo", marker = "sys_platform == 'linux' and extra == 'cpu'", specifier = "==2025.12.4" },
-    { name = "unsloth-zoo", marker = "sys_platform == 'linux' and extra == 'cu128'", specifier = "==2025.12.4" },
+    { name = "unsloth", extras = ["cu128-torch2100"], marker = "sys_platform == 'linux' and extra == 'cpu'", specifier = "==2026.3.18" },
+    { name = "unsloth", extras = ["cu128-torch2100"], marker = "sys_platform == 'linux' and extra == 'cu128'", specifier = "==2026.3.18" },
+    { name = "unsloth-zoo", marker = "sys_platform == 'linux' and extra == 'cpu'", specifier = "==2026.3.7" },
+    { name = "unsloth-zoo", marker = "sys_platform == 'linux' and extra == 'cu128'", specifier = "==2026.3.7" },
     { name = "urllib3", marker = "extra == 'engine'", specifier = ">=2.6.1" },
-    { name = "vllm", marker = "sys_platform == 'linux' and extra == 'cpu'", specifier = "==0.15.0" },
-    { name = "vllm", marker = "sys_platform == 'linux' and extra == 'cu128'", specifier = "==0.15.0" },
+    { name = "vllm", marker = "sys_platform == 'linux' and extra == 'cpu'", specifier = "==0.18.0" },
+    { name = "vllm", marker = "sys_platform == 'linux' and extra == 'cu128'", specifier = "==0.18.0" },
     { name = "wandb", marker = "extra == 'engine'", specifier = "==0.23.1" },
-    { name = "xformers", marker = "sys_platform == 'linux' and extra == 'cu128'", specifier = "==0.0.33.post2", index = "https://download.pytorch.org/whl/cu128", conflict = { package = "nemo-safe-synthesizer", extra = "cu128" } },
+    { name = "xformers", marker = "sys_platform == 'linux' and extra == 'cu128'", specifier = "==0.0.34", index = "https://download.pytorch.org/whl/cu128", conflict = { package = "nemo-safe-synthesizer", extra = "cu128" } },
 ]
 provides-extras = ["cpu", "cu128", "engine"]
 
@@ -3601,31 +3582,32 @@ wheels = [
 
 [[package]]
 name = "nvidia-cutlass-dsl"
-version = "4.4.0"
+version = "4.4.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
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+    { url = "https://files.pythonhosted.org/packages/a9/03/678dab0383db1ddfc449da216220f40404189eb36eeed9d87a4fa4bdb0e6/nvidia_cutlass_dsl-4.4.2-py3-none-any.whl", hash = "sha256:7cfb9ef19062b055b9372c7a627004724e2755e4c8b16c3cc88807d64501a4ae", size = 10167, upload-time = "2026-03-16T02:18:59.043Z" },
 ]
 
 [[package]]
 name = "nvidia-cutlass-dsl-libs-base"
-version = "4.4.0"
+version = "4.4.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "cuda-python", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "cuda-python", version = "12.9.4", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128')" },
+    { name = "cuda-python", version = "13.1.1", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu') or (sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128')" },
     { name = "numpy", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
     { name = "typing-extensions", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
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 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "accelerate", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
@@ -6450,61 +6562,69 @@ dependencies = [
     { name = "diffusers", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
     { name = "hf-transfer", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
     { name = "huggingface-hub", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "nest-asyncio", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
     { name = "numpy", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
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     { name = "protobuf", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
     { name = "psutil", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "pydantic", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "pyyaml", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
     { name = "sentencepiece", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
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+    { name = "torch", version = "2.10.0+cu128", source = { registry = "https://download.pytorch.org/whl/cu128" }, marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128')" },
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     { name = "trl", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "typer", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
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 [package.optional-dependencies]
-cu128-torch291 = [
+cu128-torch2100 = [
     { name = "accelerate", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
     { name = "bitsandbytes", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
     { name = "datasets", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
     { name = "diffusers", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
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     { name = "huggingface-hub", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "nest-asyncio", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
     { name = "numpy", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
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     { name = "psutil", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "pydantic", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "pyyaml", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
     { name = "sentencepiece", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
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+    { name = "typer", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
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 ]
 
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 name = "unsloth-zoo"
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 source = { registry = "https://pypi.org/simple" }
 dependencies = [
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@@ -6522,22 +6642,22 @@ dependencies = [
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+    { name = "triton", version = "3.6.0", source = { registry = "https://download.pytorch.org/whl/cu128" }, marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (platform_machine == 'aarch64' and sys_platform == 'linux' and 'linux' in sys_platform and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (platform_machine == 'x86_64' and sys_platform == 'linux' and 'linux' in sys_platform and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (platform_machine == 'aarch64' and 'linux' not in sys_platform and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (platform_machine == 'x86_64' and 'linux' not in sys_platform and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128') or (sys_platform != 'linux' and extra == 'extra-21-nemo-safe-synthesizer-cpu' and extra == 'extra-21-nemo-safe-synthesizer-cu128')" },
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 ]
 
 [[package]]
@@ -6629,7 +6749,7 @@ wheels = [
 
 [[package]]
 name = "vllm"
-version = "0.15.0"
+version = "0.18.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
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@@ -6646,8 +6766,6 @@ dependencies = [
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     { name = "flashinfer-python", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
     { name = "gguf", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
-    { name = "grpcio", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
-    { name = "grpcio-reflection", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
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@@ -6659,9 +6777,15 @@ dependencies = [
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     { name = "numpy", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "nvidia-cudnn-frontend", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "nvidia-cutlass-dsl", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
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     { name = "opencv-python-headless", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "opentelemetry-api", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "opentelemetry-exporter-otlp", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
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+    { name = "opentelemetry-semantic-conventions-ai", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
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@@ -6675,7 +6799,7 @@ dependencies = [
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+    { name = "quack-kernels", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
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@@ -6684,20 +6808,21 @@ dependencies = [
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