diff --git a/benchmarking/nightly-benchmark.yaml b/benchmarking/nightly-benchmark.yaml
index 2da0cb277b..b8a904cee1 100644
--- a/benchmarking/nightly-benchmark.yaml
+++ b/benchmarking/nightly-benchmark.yaml
@@ -252,7 +252,7 @@ entries:
       --input-path={dataset:tinystories,parquet}
       --dataset-size-gb=10
       --model-identifier=google/embeddinggemma-300m
-      --model-variation=vllm_text
+      --model-variation=vllm_text_pretokenized
       --cache-dir={dataset:text_models_hf_cache,files}
     timeout_s: 800
     sink_data:
@@ -278,7 +278,7 @@ entries:
       --input-path={dataset:tinystories,parquet}
       --dataset-size-gb=10
       --model-identifier=google/embeddinggemma-300m
-      --model-variation=vllm_text
+      --model-variation=vllm_text_pretokenized
       --cache-dir={dataset:text_models_hf_cache,files}
     timeout_s: 800
     sink_data:
@@ -875,7 +875,7 @@ entries:
       --video-dir={dataset:videos,mp4}
       --model-dir={dataset:videos_model_weights,files}
       --video-limit=1000
-    timeout_s: 400
+    timeout_s: 900
     sink_data:
       - name: slack
         ping_on_failure:
diff --git a/docker/Dockerfile b/docker/Dockerfile
index 944970014b..7ab1d810dd 100644
--- a/docker/Dockerfile
+++ b/docker/Dockerfile
@@ -72,11 +72,9 @@ COPY docker/common/install_etcd_nats.sh .
 RUN bash install_etcd_nats.sh && \
     rm install_etcd_nats.sh
 
-# Install HAProxy so Ray Serve's HAProxy ingress mode (RAY_SERVE_ENABLE_HA_PROXY=1) has the binary on PATH
-COPY docker/common/install_haproxy.sh .
-RUN bash install_haproxy.sh && \
-    rm install_haproxy.sh
-ENV RAY_SERVE_HAPROXY_BINARY_PATH=/usr/local/bin/haproxy
+# Use the ray-haproxy wheel so Ray Serve's HAProxy ingress mode can discover
+# the packaged binary without compiling HAProxy in the image.
+ENV RAY_SERVE_EXPERIMENTAL_PIP_HAPROXY=1
 
 
 FROM nemo_curator_dep AS nemo_curator
diff --git a/docker/common/install_haproxy.sh b/docker/common/install_haproxy.sh
deleted file mode 100644
index 25d868e084..0000000000
--- a/docker/common/install_haproxy.sh
+++ /dev/null
@@ -1,69 +0,0 @@
-#!/bin/bash
-# Copyright (c) 2026, NVIDIA CORPORATION.  All rights reserved.
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-
-set -xeuo pipefail
-
-# Build HAProxy from source so Ray Serve's HAProxy ingress mode (RAY_SERVE_ENABLE_HA_PROXY=1)
-# has the binary on $PATH. Mirrors ray-project/ray docker/base-slim/Dockerfile (Ray 2.55+).
-#
-# TODO(ray>=2.56): drop this script (and its Dockerfile COPY/RUN) once we can
-# pull HAProxy from the bundled ray-project/ray-haproxy distribution instead of
-# compiling it ourselves.
-#
-# Fetched from ray-project/haproxy-release (a GitHub release mirror) because
-# www.haproxy.org's wildcard TLS cert expired 2026-04-17 and the release tarball
-# disappeared from the upstream download site. Switch back to www.haproxy.org once
-# the cert is renewed and the tarball is republished upstream.
-HAPROXY_VERSION=2.8.20
-HAPROXY_SHA256=c8301de11dabfbf049db07080e43b9570a63f99e41d4b0754760656bf7ea00b7
-
-for i in "$@"; do
-    case $i in
-        --HAPROXY_VERSION=?*) HAPROXY_VERSION="${i#*=}";;
-        --HAPROXY_SHA256=?*) HAPROXY_SHA256="${i#*=}";;
-        *) ;;
-    esac
-done
-
-export DEBIAN_FRONTEND=noninteractive
-
-apt-get update
-apt-get install -y --no-install-recommends \
-    build-essential \
-    ca-certificates \
-    curl \
-    libc6-dev \
-    liblua5.3-dev \
-    libpcre3-dev \
-    libssl-dev \
-    zlib1g-dev \
-    liblua5.3-0 \
-    socat
-rm -rf /var/lib/apt/lists/*
-
-BUILD_DIR=$(mktemp -d)
-curl --retry 5 --retry-all-errors --connect-timeout 20 --max-time 300 \
-     -fsSL -o "${BUILD_DIR}/haproxy.tar.gz" \
-     "https://github.com/ray-project/haproxy-release/releases/download/${HAPROXY_VERSION}/haproxy-${HAPROXY_VERSION}.tar.gz"
-echo "${HAPROXY_SHA256}  ${BUILD_DIR}/haproxy.tar.gz" | sha256sum -c -
-tar -xzf "${BUILD_DIR}/haproxy.tar.gz" -C "${BUILD_DIR}" --strip-components=1
-make -C "${BUILD_DIR}" TARGET=linux-glibc \
-    USE_OPENSSL=1 USE_ZLIB=1 USE_PCRE=1 USE_LUA=1 USE_PROMEX=1 -j"$(nproc)"
-make -C "${BUILD_DIR}" install SBINDIR=/usr/local/bin
-rm -rf "${BUILD_DIR}"
-
-mkdir -p /etc/haproxy /run/haproxy /var/log/haproxy
-
-haproxy -v
diff --git a/nemo_curator/__init__.py b/nemo_curator/__init__.py
index 603191cc47..4ec4ca2ad6 100644
--- a/nemo_curator/__init__.py
+++ b/nemo_curator/__init__.py
@@ -37,6 +37,35 @@
 os.environ["RAY_MAX_LIMIT_FROM_API_SERVER"] = str(API_LIMIT)
 os.environ["RAY_MAX_LIMIT_FROM_DATA_SOURCE"] = str(API_LIMIT)
 
+
+def _ensure_ray_dashboard_frontend() -> None:
+    """Stub Ray's dashboard frontend dir once (nightly ray only), before any cluster starts.
+
+    Ray *nightly* wheels omit the prebuilt dashboard frontend (``dashboard/client/build``
+    is an npm artifact built only for releases), so the dashboard process dies with
+    ``FrontendNotFoundError`` and its state API server never registers — which breaks
+    every ``ray.util.state`` call (Xenna drives pipelines through it) with "Could not
+    read 'dashboard' from GCS". Creating the dir (relative to the installed ``ray``, so
+    it works in any venv) lets the dashboard start; the web UI itself is unused.
+
+    Gated to dev/nightly builds so published releases (which ship the frontend) are
+    untouched. Best-effort: a read-only install must not break ``import``.
+    """
+    import contextlib
+    from pathlib import Path
+
+    import ray
+    from packaging.version import Version
+
+    if not Version(ray.__version__).is_devrelease:
+        return
+    # Best-effort: a read-only install must not break ``import nemo_curator``.
+    with contextlib.suppress(OSError):
+        (Path(ray.__file__).parent / "dashboard" / "client" / "build" / "static").mkdir(parents=True, exist_ok=True)
+
+
+_ensure_ray_dashboard_frontend()
+
 # Raise an informative error early to users on unsupported systems
 if sys.platform != "linux":
     _msg = (
diff --git a/nemo_curator/core/serve/dynamo/vllm.py b/nemo_curator/core/serve/dynamo/vllm.py
index ee95b22c80..0db3d2a150 100644
--- a/nemo_curator/core/serve/dynamo/vllm.py
+++ b/nemo_curator/core/serve/dynamo/vllm.py
@@ -16,6 +16,7 @@
 
 from __future__ import annotations
 
+import importlib.metadata
 import json
 import tempfile
 from functools import reduce
@@ -24,6 +25,7 @@
 
 import ray
 from loguru import logger
+from packaging.requirements import InvalidRequirement, Requirement
 
 from nemo_curator.core.serve.base import BaseModelConfig
 from nemo_curator.core.serve.dynamo.infra import (
@@ -50,19 +52,91 @@
     from nemo_curator.core.serve.placement import ReplicaBundleSpec
 
 
-# ai-dynamo[vllm]'s [vllm] extra carries a hard ray pin, but Ray refuses
-# actor venvs whose ray version differs from the cluster head's. uv has no
-# inline override syntax — only ``--override <file>`` — so we materialize a
-# tiny constraints file at a fixed path on every node via
-# ``ensure_actor_overrides_on_all_nodes``; the content is derived from the
-# driver's ``ray.__version__`` at fan-out time so a future Curator ray bump
-# doesn't need a code change here.
+# The actor venv ``uv pip install`` needs overrides that pyproject's ``[tool.uv]``
+# can't reach (Ray runs it in an empty cwd). uv has no inline override syntax —
+# only ``--override <file>`` — so we materialize a constraints file at a fixed path
+# on every node via ``ensure_actor_overrides_on_all_nodes``. It carries:
+#   * ``ray==<driver version>`` — ai-dynamo[vllm]'s [vllm] extra has a hard ray pin,
+#     but Ray refuses actor venvs whose ray differs from the cluster head's. Derived
+#     from the driver's ``ray.__version__`` so a future Curator ray bump needs no edit.
+#   * ``nixl-cu13`` dropped — ai-dynamo[vllm] pulls the CUDA-13 NIXL backend, whose
+#     eagerly-imported ``nixl_ep_cpp.so`` dlopens libcudart.so.13 (absent on this
+#     CUDA-12.9 image). The base image excludes it via pyproject, but that override
+#     doesn't reach this standalone install; re-apply it here so the cu12 backend wins.
 _ACTOR_VENV_OVERRIDES_PATH = Path(tempfile.gettempdir()) / "nemo_curator_dynamo_actor_overrides.txt"
+_ACTOR_VENV_NIXL_CU13_EXCLUSION = "nixl-cu13 ; sys_platform == 'never'"
+# The CUDA build the actor venv must match (torch ecosystem + vllm wheel variant).
+_ACTOR_VENV_CUDA_TAG = "cu129"
+# Latest known nightly that includes ai-dynamo/dynamo#10380 while ai-dynamo[vllm]
+# still pins vLLM 0.22.x. Newer 1.3.0 nightlies moved to vLLM 0.23.0.
+_DYNAMO_NIGHTLY_VERSION = "1.3.0.dev20260615"
+
+
+def _vllm_cu129_index_url() -> str | None:
+    """The vLLM cu129 wheel index for the exact version ai-dynamo[vllm] pins.
+
+    ai-dynamo's [vllm] extra pins an exact vllm (e.g. ``==0.22.1``) that may
+    differ from Curator's base vllm — the base installs ai-dynamo WITHOUT its
+    [vllm] extra, so its vllm comes from Curator's own pin, while the actor
+    venv installs ``ai-dynamo[vllm]`` and must honor ai-dynamo's pin. vLLM
+    publishes a per-version cu129 wheel index at ``wheels.vllm.ai/<v>/cu129``;
+    pointing at the pinned version means its ``+cu129`` local build sorts above
+    the default cu130 wheel under unsafe-best-match. Derived from ai-dynamo's
+    own metadata so a nightly bump (which changes the vllm pin) needs no edit.
+
+    Returns None if ai-dynamo (or its vllm pin) can't be found — only happens
+    when the dynamo backend isn't actually installed, where this is unused.
+    """
+    try:
+        requirements = importlib.metadata.requires("ai-dynamo") or []
+    except importlib.metadata.PackageNotFoundError:
+        return None
+    for raw in requirements:
+        try:
+            req = Requirement(raw)
+        except InvalidRequirement:
+            continue  # a malformed Requires-Dist line must not break module import
+        # Match vllm only as it applies under the [vllm] extra we install (skip a vllm
+        # pin that some other ai-dynamo extra might add under a different marker).
+        if req.name != "vllm" or (req.marker is not None and not req.marker.evaluate({"extra": "vllm"})):
+            continue
+        pinned = next((spec.version for spec in req.specifier if spec.operator in ("==", "===")), None)
+        if pinned:
+            return f"https://wheels.vllm.ai/{pinned}/{_ACTOR_VENV_CUDA_TAG}"
+    return None
+
+
+# Ray builds the actor venv with a bare ``uv pip install`` in an empty cwd, so it
+# inherits none of the project's ``[tool.uv]`` index/source/prerelease config — only
+# what we pass here. Force CUDA 12.9 the way vLLM documents for uv: --torch-backend
+# routes the torch ecosystem to the cu129 index, and the per-version cu129 vllm index
+# (see ``_vllm_cu129_index_url``) keeps vllm on cu129. ``unsafe-best-match`` is REQUIRED
+# so nixl resolves (its version is split across pypi.nvidia.com and PyPI, which the
+# default first-match strategy can't combine).
+_ACTOR_VENV_UV_OPTIONS = [
+    "--override",
+    str(_ACTOR_VENV_OVERRIDES_PATH),
+    "--torch-backend",
+    _ACTOR_VENV_CUDA_TAG,
+    "--index-strategy",
+    "unsafe-best-match",
+    "--prerelease",
+    "if-necessary-or-explicit",
+    *(
+        arg
+        for url in ("https://pypi.nvidia.com", _vllm_cu129_index_url())
+        if url is not None
+        for arg in ("--extra-index-url", url)
+    ),
+]
 
 DYNAMO_VLLM_RUNTIME_ENV: dict[str, Any] = {
     "uv": {
-        "packages": ["ai-dynamo[vllm]"],
-        "uv_pip_install_options": ["--override", str(_ACTOR_VENV_OVERRIDES_PATH)],
+        "packages": [
+            f"ai-dynamo[vllm]=={_DYNAMO_NIGHTLY_VERSION}",
+            f"ai-dynamo-runtime=={_DYNAMO_NIGHTLY_VERSION}",
+        ],
+        "uv_pip_install_options": _ACTOR_VENV_UV_OPTIONS,
     },
     "config": {"setup_timeout_seconds": 600},
 }
@@ -78,7 +152,8 @@ def ensure_actor_overrides_on_all_nodes(*, ignore_head_node: bool = False) -> No
 
     The file pins ``ray=={ray.__version__}`` (read from the driver) so the
     actor venv keeps the same ray patch as the cluster head — Ray rejects
-    any mismatch.
+    any mismatch — and drops ``nixl-cu13`` so the cu12 NIXL backend is used
+    (see module comment on :data:`_ACTOR_VENV_OVERRIDES_PATH`).
 
     Must run inside an active Ray context, before any worker spawned with
     :data:`DYNAMO_VLLM_RUNTIME_ENV` lands. The runtime_env_agent on each
@@ -91,7 +166,7 @@ def ensure_actor_overrides_on_all_nodes(*, ignore_head_node: bool = False) -> No
     run_on_each_node(
         _write_actor_overrides_file,
         str(_ACTOR_VENV_OVERRIDES_PATH),
-        f"ray=={ray.__version__}\n",
+        f"ray=={ray.__version__}\n{_ACTOR_VENV_NIXL_CU13_EXCLUSION}\n",
         ignore_head_node=ignore_head_node,
     )
 
diff --git a/nemo_curator/stages/text/embedders/vllm.py b/nemo_curator/stages/text/embedders/vllm.py
index f08ae4d63c..befa9385b6 100644
--- a/nemo_curator/stages/text/embedders/vllm.py
+++ b/nemo_curator/stages/text/embedders/vllm.py
@@ -36,7 +36,7 @@ def __init__(  # noqa: PLR0913
         model_identifier: str,
         vllm_init_kwargs: dict[str, Any] | None = None,
         text_field: str = "text",
-        pretokenize: bool = False,
+        pretokenize: bool = True,
         embedding_field: str = "embeddings",
         max_chars: int | None = None,
         cache_dir: str | None = None,
diff --git a/pyproject.toml b/pyproject.toml
index e2fc9864e6..2df58647e7 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -66,7 +66,7 @@ dependencies = [
     "openai>=1.0.0",
     "pandas>=2.1.0",
     "pyarrow",
-    "ray[default,data]>=2.55.1",
+    "ray[default,data]>=2.55.1",  # nightly wheel routed per (python, arch) via [tool.uv.sources]
     "torch",
     "transformers",
 ]
@@ -76,17 +76,23 @@ cuda12 = [
     "gpustat",
     "nvidia-ml-py",
 ]
-vllm = ["vllm>=0.14.1; (platform_machine == 'x86_64' and platform_system != 'Darwin')"]
+vllm = ["vllm[flashinfer,runai,otel]==0.22.0+cu129; (platform_machine == 'x86_64' and platform_system != 'Darwin')"]
 
 # Inference Server (Ray Serve + vLLM) - for serving LLMs alongside Curator pipelines
 inference_server = [
     "nemo_curator[cuda12]",
     "nemo_curator[vllm]",
-    "vllm<0.19; (platform_machine == 'x86_64' and platform_system != 'Darwin')", # Ray Serve LLM 2.55.1 isn't compatible with vllm 0.19+
-    "ai-dynamo==1.1.0; (platform_machine == 'x86_64' and platform_system != 'Darwin')", # pin so the Dynamo actor venv resolves to the same release we test against; gated to x86_64 since vllm wheels are x86_64-only
+    # Latest known Dynamo nightly that both includes ai-dynamo/dynamo#10380 and keeps
+    # ai-dynamo[vllm] on vLLM 0.22.x. Newer nightlies pin vLLM 0.23.0.
+    "ai-dynamo==1.3.0.dev20260615; (platform_machine == 'x86_64' and platform_system != 'Darwin')",
+    # Keep the first-party runtime package exact too. ai-dynamo pins this transitively,
+    # but listing it explicitly lets prerelease="if-necessary-or-explicit" accept the
+    # matching nightly instead of rejecting the transitive prerelease.
+    "ai-dynamo-runtime==1.3.0.dev20260615; (platform_machine == 'x86_64' and platform_system != 'Darwin')",
     "boto3>=1.35", # Get rid once https://github.com/ray-project/ray/issues/61269 is fixed
     "nixl-cu12>=0.10.0; (platform_machine == 'x86_64' and platform_system != 'Darwin')",
     "ray[serve,llm]>=2.55.1",
+    "ray-haproxy==2.8.20; platform_system == 'Linux' and (platform_machine == 'x86_64' or platform_machine == 'aarch64')",
 ]
 
 # Installs CPU + GPU text curation modules
@@ -216,7 +222,7 @@ text_cuda12 = [
 # Video Curation Dependencies
 video_cpu = [
     "av==13.1.0",
-    "opencv-python",
+    "opencv-python-headless",  # headless: no GUI/FFmpeg (GPL) bundling or libGL system dep; identical for pipeline use and matches vllm/mistral_common/albumentations
     "torchvision",
     "einops",
     "easydict",
@@ -230,7 +236,7 @@ video_cuda12 = [
     "flash-attn<=2.8.3; (platform_machine == 'x86_64' and platform_system != 'Darwin')",
     "pycuda",
     "PyNvVideoCodec==2.0.2; (platform_machine == 'x86_64' and platform_system != 'Darwin')",
-    "torch<=2.10.0",
+    "torch<=2.11.0",
     "torchaudio",
 ]
 
@@ -252,7 +258,7 @@ interleaved_cpu = [
     "albumentations",
     "matplotlib",
     "open_clip_torch",
-    "opencv-python",
+    "opencv-python-headless",  # headless: no GUI/FFmpeg (GPL) bundling or libGL system dep; identical for pipeline use and matches vllm/mistral_common/albumentations
     "Pillow",
     "pypdfium2",
     "s3fs>=2024.12.0",
@@ -290,7 +296,7 @@ all = [
 ]
 
 [dependency-groups]
-build = ["setuptools", "torch<=2.10.0", "Cython", "packaging"]
+build = ["setuptools", "torch<=2.11.0", "Cython", "packaging"]
 dev = ["jupyter"]
 linting = ["pre-commit", "ruff==0.14.10"]
 test = [
@@ -317,6 +323,10 @@ package = true
 managed = true
 default-groups = ["dev", "test"]
 index-strategy = "unsafe-best-match"
+# Default mode: only pick a prerelease when a requirement carries an explicit
+# prerelease marker (ai-dynamo==1.3.0.dev20260615) or when every version in range is a
+# prerelease (ray nightly's otel transitives). Avoids blanket prereleases elsewhere.
+prerelease = "if-necessary-or-explicit"
 no-build-isolation-package = ["flash-attn"]
 constraint-dependencies = [
     "aiohttp>=3.13.3", # Addresses CVE GHSA-6mq8-rvhq-8wgg
@@ -340,13 +350,15 @@ override-dependencies = [
     "kaldiio;  sys_platform == 'never'",
     "levenshtein;  sys_platform == 'never'",
     "numpy>=2.0.0,<=2.2.0", # Override nemo-toolkits constraint of <2.0.0, upperbounds for Numba compatibility
+    "numba==0.65.0", # Override RAPIDS/legacy caps for the inference image; vLLM 0.22 requires numba 0.65.0
     "protobuf>=5.29.5,<7.0",  # Override nemo-toolkits constraint of ~=5.29.5; <7.0 due to ray serve FieldDescriptor API breakage
     "setuptools>=80.10.1", # Override setuptools range in other dependencies to address CVE GHSA-58pv-8j8x-9vj2
-    "torch==2.10.0", # Override whisperx's <2.9 cap to match cu129 / vllm 0.18.x
-    "torchaudio==2.10.0", # Override whisperx's <2.9 cap to match cu129 / vllm 0.18.x
-    "torchvision==0.25.0", # Match torch==2.10.0
-    "torchcodec~=0.10.0; platform_machine == 'x86_64' and platform_system != 'Darwin'", # pin to torchcodec 0.10.x for torch 2.10 ABI compatibility — torchcodec doesn't declare a torch dep, so the resolver can't enforce the match; satisfies pyannote-audio's >=0.7.0 floor; x86_64-only since aarch64 lacks wheels
+    "torch==2.11.0; sys_platform == 'linux' and (platform_machine == 'x86_64' or platform_machine == 'aarch64')", # Match vLLM's CUDA requirements; Linux resolves to cu129 via tool.uv.sources
+    "torchaudio==2.11.0; sys_platform == 'linux' and (platform_machine == 'x86_64' or platform_machine == 'aarch64')", # Match torch==2.11.0
+    "torchvision==0.26.0; sys_platform == 'linux' and (platform_machine == 'x86_64' or platform_machine == 'aarch64')", # Match torch==2.11.0
+    "torchcodec~=0.11.0; platform_machine == 'x86_64' and platform_system != 'Darwin'", # pin to torchcodec 0.11.x for torch 2.11 ABI compatibility; torchcodec does not declare a torch dep, so the resolver cannot enforce the match; satisfies pyannote-audio's >=0.7.0 floor; x86_64-only since aarch64 lacks wheels
     "nixl-cu12>=0.10.0; (platform_machine == 'x86_64' and platform_system != 'Darwin')",  # Override ray[llm]'s unconditional nixl dep for ARM
+    "nixl-cu13; sys_platform == 'never'", # ray[llm]/nixl hard-pin the CUDA-13 NIXL backend. On this CUDA-12.9 image vLLM's eager `import nixl_ep` would load cu13's nixl_ep_cpp.so and dlopen the absent libcudart.so.13. Drop it; the nixl meta + nixl-cu12 backend (nixl's own default) remain.
     "xgrammar>=0.1.32", # Override vllm's ==0.1.29 pin to address CVE GHSA-7rgv-gqhr-fxg3 (DoS via multi-layer nesting)
 ]
 
@@ -365,6 +377,11 @@ name = "pytorch"
 url = "https://download.pytorch.org/whl/cu129"
 explicit = true
 
+[[tool.uv.index]]
+name = "vllm-cu129"
+url = "https://wheels.vllm.ai/0.22.0/cu129"
+explicit = true
+
 [tool.uv.sources]
 torch = [
     { index = "pytorch", marker = "sys_platform == 'linux' and (platform_machine == 'x86_64' or platform_machine == 'aarch64')" },
@@ -382,6 +399,20 @@ torchcodec = [
     { index = "pytorch", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
     { index = "pypi", marker = "platform_machine != 'x86_64' or sys_platform == 'darwin'" },
 ]
+# Ray 2.56 release-bucket wheels on x86_64 (the CUDA-12.9 stack's only arch):
+# one immutable wheel per python tag. aarch64/other resolve ray from PyPI via
+# the >= floor (avoids dragging ray[llm]'s default cu130 vllm onto aarch64).
+ray = [
+    { url = "https://s3-us-west-2.amazonaws.com/ray-wheels/releases/2.56.0/45194d5f4b2afdfead53dc4e1a7dba2f2205d50f/ray-2.56.0-cp311-cp311-manylinux2014_x86_64.whl", marker = "python_version == '3.11' and platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { url = "https://s3-us-west-2.amazonaws.com/ray-wheels/releases/2.56.0/45194d5f4b2afdfead53dc4e1a7dba2f2205d50f/ray-2.56.0-cp312-cp312-manylinux2014_x86_64.whl", marker = "python_version == '3.12' and platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { url = "https://s3-us-west-2.amazonaws.com/ray-wheels/releases/2.56.0/45194d5f4b2afdfead53dc4e1a7dba2f2205d50f/ray-2.56.0-cp313-cp313-manylinux2014_x86_64.whl", marker = "python_version == '3.13' and platform_machine == 'x86_64' and sys_platform == 'linux'" },
+]
+ai-dynamo = { index = "nvidia" }
+ai-dynamo-runtime = { index = "nvidia" }
+vllm = [
+    { index = "vllm-cu129", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
+    { index = "pypi", marker = "platform_machine != 'x86_64' or sys_platform == 'darwin'" },
+]
 nixl = { index = "pypi" }
 nixl-cu12 = { index = "pypi" }
 
diff --git a/tests/core/serve/dynamo/test_vllm.py b/tests/core/serve/dynamo/test_vllm.py
index d02a00b0dd..d0bcaafc3c 100644
--- a/tests/core/serve/dynamo/test_vllm.py
+++ b/tests/core/serve/dynamo/test_vllm.py
@@ -403,12 +403,46 @@ class TestEnsureActorOverridesOnAllNodes:
     ``--override`` constraints file before workers are spawned."""
 
     def test_writes_current_ray_version_at_path(self, shared_ray_client: None, tmp_path: Path) -> None:
-        """The fan-out writes ``ray=={ray.__version__}`` at the configured
-        path on every alive node. Catches regressions where the content is
-        hardcoded and silently drifts after a Curator ray bump.
+        """The fan-out writes ``ray=={ray.__version__}`` plus the nixl-cu13
+        exclusion at the configured path on every alive node. Catches
+        regressions where the content is hardcoded and silently drifts after
+        a Curator ray bump.
         """
         override_path = tmp_path / "override.txt"
         with mock.patch.object(dynamo_vllm, "_ACTOR_VENV_OVERRIDES_PATH", override_path):
             dynamo_vllm.ensure_actor_overrides_on_all_nodes()
 
-        assert override_path.read_text() == f"ray=={ray.__version__}\n"
+        assert override_path.read_text() == f"ray=={ray.__version__}\n{dynamo_vllm._ACTOR_VENV_NIXL_CU13_EXCLUSION}\n"
+
+
+def test_vllm_cu129_index_url_derives_from_dynamo_pin() -> None:
+    """Derives the per-version cu129 index from ai-dynamo's [vllm] pin, and returns
+    None (never a wrong, cu130-prone URL) when there's no exact pin or ai-dynamo is
+    absent; a malformed Requires-Dist line is skipped, not fatal."""
+    meta = dynamo_vllm.importlib.metadata
+    expected = f"https://wheels.vllm.ai/0.22.1/{dynamo_vllm._ACTOR_VENV_CUDA_TAG}"
+
+    # Exact [vllm]-extra pin wins; a malformed sibling line is skipped, not fatal.
+    with mock.patch.object(
+        meta, "requires", return_value=["bad req!!!", "vllm[flashinfer]==0.22.1 ; extra == 'vllm'"]
+    ):
+        assert dynamo_vllm._vllm_cu129_index_url() == expected
+    # A vllm pin for a different extra must not win over the [vllm] extra pin.
+    with mock.patch.object(
+        meta,
+        "requires",
+        return_value=[
+            "vllm==0.99.0 ; extra == 'sglang'",
+            "vllm[flashinfer]==0.22.1 ; extra == 'vllm'",
+        ],
+    ):
+        assert dynamo_vllm._vllm_cu129_index_url() == expected
+    # No vllm requirement -> None.
+    with mock.patch.object(meta, "requires", return_value=["ray>=2.55.0 ; extra == 'vllm'"]):
+        assert dynamo_vllm._vllm_cu129_index_url() is None
+    # No exact `==` pin -> None rather than guessing an index.
+    with mock.patch.object(meta, "requires", return_value=["vllm>=0.20 ; extra == 'vllm'"]):
+        assert dynamo_vllm._vllm_cu129_index_url() is None
+    # ai-dynamo not installed -> None.
+    with mock.patch.object(meta, "requires", side_effect=meta.PackageNotFoundError()):
+        assert dynamo_vllm._vllm_cu129_index_url() is None
diff --git a/tests/stages/text/embedders/test_vllm.py b/tests/stages/text/embedders/test_vllm.py
index e63eefe98d..1457a49b5d 100644
--- a/tests/stages/text/embedders/test_vllm.py
+++ b/tests/stages/text/embedders/test_vllm.py
@@ -58,7 +58,7 @@ def test_default_initialization(self) -> None:
         assert stage.model_identifier == TEST_MODEL
         assert stage.text_field == "text"
         assert stage.embedding_field == "embeddings"
-        assert stage.pretokenize is False
+        assert stage.pretokenize is True
         assert stage.verbose is False
         assert stage.model is None
         assert stage.tokenizer is None
diff --git a/uv.lock b/uv.lock
index 55a8b5a1d2..a235ab31e7 100644
--- a/uv.lock
+++ b/uv.lock
@@ -51,19 +51,15 @@ overrides = [
     { name = "kaldiio", marker = "sys_platform == 'never'" },
     { name = "levenshtein", marker = "sys_platform == 'never'" },
     { name = "nixl-cu12", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'", specifier = ">=0.10.0", index = "https://pypi.org/simple" },
+    { name = "nixl-cu13", marker = "sys_platform == 'never'" },
+    { name = "numba", specifier = "==0.65.0" },
     { name = "numpy", specifier = ">=2.0.0,<=2.2.0" },
     { name = "protobuf", specifier = ">=5.29.5,<7.0" },
     { name = "setuptools", specifier = ">=80.10.1" },
-    { name = "torch", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64') or sys_platform == 'darwin'", specifier = "==2.10.0", index = "https://pypi.org/simple" },
-    { name = "torch", marker = "(platform_machine == 'aarch64' and sys_platform != 'darwin' and sys_platform != 'linux') or (platform_machine == 'x86_64' and sys_platform != 'darwin' and sys_platform != 'linux')", specifier = "==2.10.0" },
-    { name = "torch", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')", specifier = "==2.10.0", index = "https://download.pytorch.org/whl/cu129" },
-    { name = "torchaudio", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64') or sys_platform == 'darwin'", specifier = "==2.10.0", index = "https://pypi.org/simple" },
-    { name = "torchaudio", marker = "(platform_machine == 'aarch64' and sys_platform != 'darwin' and sys_platform != 'linux') or (platform_machine == 'x86_64' and sys_platform != 'darwin' and sys_platform != 'linux')", specifier = "==2.10.0" },
-    { name = "torchaudio", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')", specifier = "==2.10.0", index = "https://download.pytorch.org/whl/cu129" },
-    { name = "torchcodec", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'", specifier = "~=0.10.0", index = "https://download.pytorch.org/whl/cu129" },
-    { name = "torchvision", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64') or sys_platform == 'darwin'", specifier = "==0.25.0", index = "https://pypi.org/simple" },
-    { name = "torchvision", marker = "(platform_machine == 'aarch64' and sys_platform != 'darwin' and sys_platform != 'linux') or (platform_machine == 'x86_64' and sys_platform != 'darwin' and sys_platform != 'linux')", specifier = "==0.25.0" },
-    { name = "torchvision", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')", specifier = "==0.25.0", index = "https://download.pytorch.org/whl/cu129" },
+    { name = "torch", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')", specifier = "==2.11.0", index = "https://download.pytorch.org/whl/cu129" },
+    { name = "torchaudio", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')", specifier = "==2.11.0", index = "https://download.pytorch.org/whl/cu129" },
+    { name = "torchcodec", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'", specifier = "~=0.11.0", index = "https://download.pytorch.org/whl/cu129" },
+    { name = "torchvision", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')", specifier = "==0.26.0", index = "https://download.pytorch.org/whl/cu129" },
     { name = "xgrammar", specifier = ">=0.1.32" },
 ]
 
@@ -87,8 +83,7 @@ dependencies = [
     { name = "psutil" },
     { name = "pyyaml" },
     { name = "safetensors" },
-    { name = "torch", version = "2.10.0", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64') or sys_platform != 'linux'" },
-    { name = "torch", version = "2.10.0+cu129", source = { registry = "https://download.pytorch.org/whl/cu129" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "torch", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
 ]
 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 = [
@@ -97,31 +92,33 @@ wheels = [
 
 [[package]]
 name = "ai-dynamo"
-version = "1.1.0"
+version = "1.3.0.dev20260615"
 source = { registry = "https://pypi.nvidia.com/" }
 dependencies = [
     { name = "ai-dynamo-runtime", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
+    { name = "aiohttp", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
     { name = "kubernetes", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
-    { name = "msgpack", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
     { name = "msgspec", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
     { name = "prometheus-client", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
     { name = "pyzmq", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
     { name = "transformers", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
+    { name = "typing-extensions", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
+    { name = "zstandard", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
 ]
 wheels = [
-    { url = "https://pypi.nvidia.com/ai-dynamo/ai_dynamo-1.1.0-py3-none-any.whl", hash = "sha256:588ab10664f54cb624deb34b888f1246a2e1f1cc0155d43de22fbbed54c7ad41" },
+    { url = "https://pypi.nvidia.com/ai-dynamo/ai_dynamo-1.3.0.dev20260615-py3-none-any.whl", hash = "sha256:3778d5f1127bb718d1ee51efb443812e88979c321463207df03dddcd203f79be" },
 ]
 
 [[package]]
 name = "ai-dynamo-runtime"
-version = "1.1.0"
+version = "1.3.0.dev20260615"
 source = { registry = "https://pypi.nvidia.com/" }
 dependencies = [
     { name = "pydantic", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
     { name = "uvloop", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
 ]
 wheels = [
-    { url = "https://pypi.nvidia.com/ai-dynamo-runtime/ai_dynamo_runtime-1.1.0-cp310-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:ac8d25d4fe281c0b88d353bf1ccd35b2064030b7ec43eed409c09874b50e01e2" },
+    { url = "https://pypi.nvidia.com/ai-dynamo-runtime/ai_dynamo_runtime-1.3.0.dev20260615-cp310-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:5586a827e13f1fa42ad994e66ee3dfe5a5cd8e720c980f5b3999a25cea6335e1" },
 ]
 
 [[package]]
@@ -386,8 +383,28 @@ wheels = [
 name = "apache-tvm-ffi"
 version = "0.1.6"
 source = { registry = "https://pypi.org/simple" }
+resolution-markers = [
+    "python_full_version >= '3.13' and platform_machine == 'aarch64' and sys_platform == 'linux'",
+    "python_full_version >= '3.13' and platform_machine == 'aarch64' and sys_platform == 'darwin'",
+    "python_full_version >= '3.13' and platform_machine == 'aarch64' and sys_platform != 'darwin' 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 == 'darwin'",
+    "python_full_version == '3.12.*' and platform_machine == 'aarch64' and sys_platform != 'darwin' and sys_platform != 'linux'",
+    "python_full_version >= '3.13' and platform_machine == 'x86_64' and sys_platform == 'darwin'",
+    "python_full_version == '3.12.*' and platform_machine == 'x86_64' and sys_platform == 'darwin'",
+    "python_full_version >= '3.13' and platform_machine != 'aarch64' and platform_machine != 's390x' and platform_machine != 'x86_64'",
+    "python_full_version >= '3.13' and platform_machine == 's390x'",
+    "python_full_version == '3.12.*' and platform_machine != 'aarch64' and platform_machine != 's390x' and platform_machine != 'x86_64'",
+    "python_full_version == '3.12.*' and platform_machine == 's390x'",
+    "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 == 'darwin'",
+    "python_full_version < '3.12' and platform_machine == 'aarch64' and sys_platform != 'darwin' and sys_platform != 'linux'",
+    "python_full_version < '3.12' and platform_machine == 'x86_64' and sys_platform == 'darwin'",
+    "python_full_version < '3.12' and platform_machine != 'aarch64' and platform_machine != 's390x' and platform_machine != 'x86_64'",
+    "python_full_version < '3.12' and platform_machine == 's390x'",
+]
 dependencies = [
-    { name = "typing-extensions" },
+    { name = "typing-extensions", marker = "platform_machine != 'x86_64' or sys_platform == 'darwin'" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/45/20/8da071821b2142bdeed757d2859dede4817e0b82a96e9a4d8cfbffd49006/apache_tvm_ffi-0.1.6.tar.gz", hash = "sha256:53088126f7fce11823ddf0fb101e968a90298d79fd68829c0a981f25467a574c", size = 2387987, upload-time = "2025-12-16T19:00:33.523Z" }
 wheels = [
@@ -405,6 +422,31 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/d6/7b/4df1e523ae4bcbfbe65a3e7ef3c8810cb76e9ae44fa9b44c9fac152ecc2b/apache_tvm_ffi-0.1.6-cp312-abi3-win_amd64.whl", hash = "sha256:a6c29ba9dbc6273f4534bfc0e8a52a784f264724eb62df62daedc2b349dabe85", size = 1758454, upload-time = "2025-12-16T19:00:06.498Z" },
 ]
 
+[[package]]
+name = "apache-tvm-ffi"
+version = "0.1.9"
+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 >= '3.13' and platform_machine == 'x86_64' and sys_platform != 'darwin' 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 != 'darwin' 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 != 'darwin' and sys_platform != 'linux'",
+]
+dependencies = [
+    { name = "typing-extensions", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/6f/60/1e787a0b5ebf318483235be2a689ee367173983067e441b8379564f667c0/apache_tvm_ffi-0.1.9.tar.gz", hash = "sha256:d2d402587e8906de0a07f4746aa78f3d452c7efe3625d4bb39ac2ad693bce530", size = 2513731, upload-time = "2026-02-27T19:28:06.602Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/55/43/63faedea83494e99122466a993bcdccd31cf93c7e8a0d56731120e82e2b9/apache_tvm_ffi-0.1.9-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:6f16d73a82a9e68a439b7d233d48b1b929be17fe92df4bbf1ee2274e573144a3", size = 2323130, upload-time = "2026-02-27T19:27:17.259Z" },
+    { url = "https://files.pythonhosted.org/packages/e4/3b/6cfc82a3ab5d9e501bbcee5df36eebe09da1c384461d7a55e2a17776d117/apache_tvm_ffi-0.1.9-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:21365abd2a2a1a6d3b4e6e4f048309651125becfa795440c3607f3cc27d30ac7", size = 2307140, upload-time = "2026-02-27T19:27:20.222Z" },
+    { url = "https://files.pythonhosted.org/packages/5f/61/3ffe1fe3190e12807a12b72ed0d291c7f66569c2e7c3571fde18175f19e1/apache_tvm_ffi-0.1.9-cp311-cp311-win_amd64.whl", hash = "sha256:9ee710a9fba3d9ff9747870bbd7e2175eb8d5b9c791f17fd645f35f6dab3f8aa", size = 1993218, upload-time = "2026-02-27T19:27:22.043Z" },
+    { url = "https://files.pythonhosted.org/packages/c6/dd/2bab4c6cd86257dbf99e93452a1af833113f8dc3e25a25579f6e4e4c8a94/apache_tvm_ffi-0.1.9-cp312-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:28241371934ea8af10d5067087ba1229ebddded7b2c02d33a258ec2a96df8c46", size = 2299704, upload-time = "2026-02-27T19:27:27.477Z" },
+    { url = "https://files.pythonhosted.org/packages/70/ef/5402da5d37f5270fd88ea0348acca78dba9be8bdbf6c2bcae0935eb03ef1/apache_tvm_ffi-0.1.9-cp312-abi3-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:f45eb43499acac45ff6c93564f0ff2d3ca27b69656d540fd56ce59d51c0b4c65", size = 2278991, upload-time = "2026-02-27T19:27:30.729Z" },
+    { url = "https://files.pythonhosted.org/packages/b5/23/1b7dc5f0807f83098183a57db6ee85b2c93b646d74a6e03781c9208aaeb0/apache_tvm_ffi-0.1.9-cp312-abi3-win_amd64.whl", hash = "sha256:d1dcf4c041d5ec05e3da1d545800c33cdbb95c113baa7705085ff79fa262752b", size = 1973200, upload-time = "2026-02-27T19:27:32.367Z" },
+]
+
 [[package]]
 name = "appnope"
 version = "0.1.4"
@@ -466,8 +508,7 @@ version = "0.4.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "numpy", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
-    { name = "torch", version = "2.10.0", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine == 'x86_64' and sys_platform != 'darwin' and sys_platform != 'linux'" },
-    { name = "torch", version = "2.10.0+cu129", source = { registry = "https://download.pytorch.org/whl/cu129" }, marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { name = "torch", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
     { name = "typing-extensions", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/90/fa/5c2be1f96dc179f83cdd3bb267edbd1f47d08f756785c016d5c2163901a7/asteroid-filterbanks-0.4.0.tar.gz", hash = "sha256:415f89d1dcf2b13b35f03f7a9370968ac4e6fa6800633c522dac992b283409b9", size = 24599, upload-time = "2021-04-09T20:03:07.456Z" }
@@ -603,6 +644,50 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/9d/d0/9869fcbd66422df2033d4b78a663e3c64aa6fe7eb9189c811d60f69d9871/av-13.1.0-cp313-cp313-win_amd64.whl", hash = "sha256:c927e4fa4f6aeed4340b3e3b16b237d7cb743e5c1a55b92307407590ca4112aa", size = 25754728, upload-time = "2024-10-06T04:53:50.603Z" },
 ]
 
+[[package]]
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+version = "1.3.1"
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+]
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 [[package]]
 name = "msgpack"
 version = "1.1.2"
@@ -5112,9 +5668,11 @@ dependencies = [
     { name = "openai" },
     { name = "pandas" },
     { name = "pyarrow" },
-    { name = "ray", extra = ["data", "default"] },
-    { name = "torch", version = "2.10.0", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64') or sys_platform != 'linux'" },
-    { name = "torch", version = "2.10.0+cu129", source = { registry = "https://download.pytorch.org/whl/cu129" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "ray", version = "2.55.1", source = { registry = "https://pypi.org/simple" }, extra = ["data", "default"], marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "ray", version = "2.56.0", source = { url = "https://s3-us-west-2.amazonaws.com/ray-wheels/releases/2.56.0/45194d5f4b2afdfead53dc4e1a7dba2f2205d50f/ray-2.56.0-cp311-cp311-manylinux2014_x86_64.whl" }, extra = ["data", "default"], marker = "python_full_version < '3.12' and platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { name = "ray", version = "2.56.0", source = { url = "https://s3-us-west-2.amazonaws.com/ray-wheels/releases/2.56.0/45194d5f4b2afdfead53dc4e1a7dba2f2205d50f/ray-2.56.0-cp312-cp312-manylinux2014_x86_64.whl" }, extra = ["data", "default"], marker = "python_full_version == '3.12.*' and platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { name = "ray", version = "2.56.0", source = { url = "https://s3-us-west-2.amazonaws.com/ray-wheels/releases/2.56.0/45194d5f4b2afdfead53dc4e1a7dba2f2205d50f/ray-2.56.0-cp313-cp313-manylinux2014_x86_64.whl" }, extra = ["data", "default"], marker = "python_full_version >= '3.13' and platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { name = "torch", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
     { name = "transformers" },
 ]
 
@@ -5122,6 +5680,7 @@ dependencies = [
 all = [
     { name = "accelerate" },
     { name = "ai-dynamo", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
+    { name = "ai-dynamo-runtime", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
     { name = "aiohttp" },
     { name = "albumentations" },
     { name = "av" },
@@ -5149,14 +5708,15 @@ all = [
     { name = "nemo-text-processing", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
     { name = "nemo-toolkit", extra = ["asr"], marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
     { name = "nixl-cu12", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
-    { name = "nvidia-cudnn-cu12" },
+    { name = "nvidia-cudnn-cu12", version = "9.10.2.21", source = { registry = "https://pypi.nvidia.com/" }, marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64') or sys_platform != 'linux'" },
+    { name = "nvidia-cudnn-cu12", version = "9.17.1.4", source = { registry = "https://pypi.nvidia.com/" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
     { name = "nvidia-dali-cuda120" },
     { name = "nvidia-ml-py" },
     { name = "onnx" },
     { name = "onnxruntime-gpu", marker = "platform_machine == 'x86_64'" },
     { name = "open-clip-torch" },
     { name = "opencc-python-reimplemented" },
-    { name = "opencv-python" },
+    { name = "opencv-python-headless" },
     { name = "peft" },
     { name = "pillow" },
     { name = "pyannote-audio", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
@@ -5169,7 +5729,11 @@ all = [
     { name = "pypdfium2" },
     { name = "raft-dask-cu12" },
     { name = "rapidsmpf-cu12" },
-    { name = "ray", extra = ["llm", "serve"] },
+    { name = "ray", version = "2.55.1", source = { registry = "https://pypi.org/simple" }, extra = ["llm", "serve"], marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "ray", version = "2.56.0", source = { url = "https://s3-us-west-2.amazonaws.com/ray-wheels/releases/2.56.0/45194d5f4b2afdfead53dc4e1a7dba2f2205d50f/ray-2.56.0-cp311-cp311-manylinux2014_x86_64.whl" }, extra = ["llm", "serve"], marker = "python_full_version < '3.12' and platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { name = "ray", version = "2.56.0", source = { url = "https://s3-us-west-2.amazonaws.com/ray-wheels/releases/2.56.0/45194d5f4b2afdfead53dc4e1a7dba2f2205d50f/ray-2.56.0-cp312-cp312-manylinux2014_x86_64.whl" }, extra = ["llm", "serve"], marker = "python_full_version == '3.12.*' and platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { name = "ray", version = "2.56.0", source = { url = "https://s3-us-west-2.amazonaws.com/ray-wheels/releases/2.56.0/45194d5f4b2afdfead53dc4e1a7dba2f2205d50f/ray-2.56.0-cp313-cp313-manylinux2014_x86_64.whl" }, extra = ["llm", "serve"], marker = "python_full_version >= '3.13' and platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { name = "ray-haproxy", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
     { name = "requests" },
     { name = "resiliparse" },
     { name = "s3fs" },
@@ -5183,16 +5747,13 @@ all = [
     { name = "soundfile" },
     { name = "spacy" },
     { name = "timm" },
-    { name = "torch", version = "2.10.0", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64') or sys_platform != 'linux'" },
-    { name = "torch", version = "2.10.0+cu129", source = { registry = "https://download.pytorch.org/whl/cu129" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
-    { name = "torchaudio", version = "2.10.0", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64') or sys_platform != 'linux'" },
-    { name = "torchaudio", version = "2.10.0+cu129", source = { registry = "https://download.pytorch.org/whl/cu129" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "torch", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "torchaudio", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
     { name = "torchcodec", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
-    { name = "torchvision", version = "0.25.0", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64') or sys_platform != 'linux'" },
-    { name = "torchvision", version = "0.25.0+cu129", source = { registry = "https://download.pytorch.org/whl/cu129" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "torchvision", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
     { name = "trafilatura" },
     { name = "transformers" },
-    { name = "vllm", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
+    { name = "vllm", version = "0.22.0+cu129", source = { registry = "https://wheels.vllm.ai/0.22.0/cu129" }, extra = ["otel", "runai"], marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
     { name = "warcio" },
     { name = "whisperx", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
 ]
@@ -5208,8 +5769,7 @@ audio-common = [
     { name = "scipy" },
     { name = "silero-vad" },
     { name = "soundfile" },
-    { name = "torchaudio", version = "2.10.0", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64') or sys_platform != 'linux'" },
-    { name = "torchaudio", version = "2.10.0+cu129", source = { registry = "https://download.pytorch.org/whl/cu129" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "torchaudio", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
     { name = "transformers" },
     { name = "whisperx", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
 ]
@@ -5226,8 +5786,7 @@ audio-cpu = [
     { name = "scipy" },
     { name = "silero-vad" },
     { name = "soundfile" },
-    { name = "torchaudio", version = "2.10.0", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64') or sys_platform != 'linux'" },
-    { name = "torchaudio", version = "2.10.0+cu129", source = { registry = "https://download.pytorch.org/whl/cu129" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "torchaudio", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
     { name = "transformers" },
     { name = "whisperx", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
 ]
@@ -5239,7 +5798,8 @@ audio-cuda12 = [
     { name = "librosa" },
     { name = "nemo-text-processing", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
     { name = "nemo-toolkit", extra = ["asr"], marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
-    { name = "nvidia-cudnn-cu12" },
+    { name = "nvidia-cudnn-cu12", version = "9.10.2.21", source = { registry = "https://pypi.nvidia.com/" }, marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64') or sys_platform != 'linux'" },
+    { name = "nvidia-cudnn-cu12", version = "9.17.1.4", source = { registry = "https://pypi.nvidia.com/" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
     { name = "nvidia-ml-py" },
     { name = "onnx" },
     { name = "onnxruntime-gpu", marker = "platform_machine == 'x86_64'" },
@@ -5249,8 +5809,7 @@ audio-cuda12 = [
     { name = "scipy" },
     { name = "silero-vad" },
     { name = "soundfile" },
-    { name = "torchaudio", version = "2.10.0", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64') or sys_platform != 'linux'" },
-    { name = "torchaudio", version = "2.10.0+cu129", source = { registry = "https://download.pytorch.org/whl/cu129" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "torchaudio", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
     { name = "torchcodec", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
     { name = "transformers" },
     { name = "whisperx", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
@@ -5270,8 +5829,7 @@ deduplication-cuda12 = [
 ]
 image-cpu = [
     { name = "pillow" },
-    { name = "torchvision", version = "0.25.0", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64') or sys_platform != 'linux'" },
-    { name = "torchvision", version = "0.25.0+cu129", source = { registry = "https://download.pytorch.org/whl/cu129" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "torchvision", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
 ]
 image-cuda12 = [
     { name = "cudf-cu12" },
@@ -5285,23 +5843,27 @@ image-cuda12 = [
     { name = "raft-dask-cu12" },
     { name = "rapidsmpf-cu12" },
     { name = "scikit-learn" },
-    { name = "torchvision", version = "0.25.0", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64') or sys_platform != 'linux'" },
-    { name = "torchvision", version = "0.25.0+cu129", source = { registry = "https://download.pytorch.org/whl/cu129" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "torchvision", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
 ]
 inference-server = [
     { name = "ai-dynamo", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
+    { name = "ai-dynamo-runtime", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
     { name = "boto3" },
     { name = "gpustat" },
     { name = "nixl-cu12", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
     { name = "nvidia-ml-py" },
-    { name = "ray", extra = ["llm", "serve"] },
-    { name = "vllm", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
+    { name = "ray", version = "2.55.1", source = { registry = "https://pypi.org/simple" }, extra = ["llm", "serve"], marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "ray", version = "2.56.0", source = { url = "https://s3-us-west-2.amazonaws.com/ray-wheels/releases/2.56.0/45194d5f4b2afdfead53dc4e1a7dba2f2205d50f/ray-2.56.0-cp311-cp311-manylinux2014_x86_64.whl" }, extra = ["llm", "serve"], marker = "python_full_version < '3.12' and platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { name = "ray", version = "2.56.0", source = { url = "https://s3-us-west-2.amazonaws.com/ray-wheels/releases/2.56.0/45194d5f4b2afdfead53dc4e1a7dba2f2205d50f/ray-2.56.0-cp312-cp312-manylinux2014_x86_64.whl" }, extra = ["llm", "serve"], marker = "python_full_version == '3.12.*' and platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { name = "ray", version = "2.56.0", source = { url = "https://s3-us-west-2.amazonaws.com/ray-wheels/releases/2.56.0/45194d5f4b2afdfead53dc4e1a7dba2f2205d50f/ray-2.56.0-cp313-cp313-manylinux2014_x86_64.whl" }, extra = ["llm", "serve"], marker = "python_full_version >= '3.13' and platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { name = "ray-haproxy", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "vllm", version = "0.22.0+cu129", source = { registry = "https://wheels.vllm.ai/0.22.0/cu129" }, extra = ["otel", "runai"], marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
 ]
 interleaved-cpu = [
     { name = "albumentations" },
     { name = "matplotlib" },
     { name = "open-clip-torch" },
-    { name = "opencv-python" },
+    { name = "opencv-python-headless" },
     { name = "pillow" },
     { name = "pypdfium2" },
     { name = "s3fs" },
@@ -5313,12 +5875,12 @@ interleaved-cuda12 = [
     { name = "matplotlib" },
     { name = "nvidia-ml-py" },
     { name = "open-clip-torch" },
-    { name = "opencv-python" },
+    { name = "opencv-python-headless" },
     { name = "pillow" },
     { name = "pypdfium2" },
     { name = "s3fs" },
     { name = "timm" },
-    { name = "vllm", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
+    { name = "vllm", version = "0.22.0+cu129", source = { registry = "https://wheels.vllm.ai/0.22.0/cu129" }, extra = ["otel", "runai"], marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
 ]
 math-cpu = [
     { name = "beautifulsoup4" },
@@ -5361,7 +5923,7 @@ math-cuda12 = [
     { name = "sentence-transformers" },
     { name = "sentencepiece" },
     { name = "trafilatura" },
-    { name = "vllm", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
+    { name = "vllm", version = "0.22.0+cu129", source = { registry = "https://wheels.vllm.ai/0.22.0/cu129" }, marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
     { name = "warcio" },
 ]
 sdg-cpu = [
@@ -5369,13 +5931,18 @@ sdg-cpu = [
 ]
 sdg-cuda12 = [
     { name = "ai-dynamo", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
+    { name = "ai-dynamo-runtime", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
     { name = "boto3" },
     { name = "data-designer" },
     { name = "gpustat" },
     { name = "nixl-cu12", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
     { name = "nvidia-ml-py" },
-    { name = "ray", extra = ["llm", "serve"] },
-    { name = "vllm", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
+    { name = "ray", version = "2.55.1", source = { registry = "https://pypi.org/simple" }, extra = ["llm", "serve"], marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "ray", version = "2.56.0", source = { url = "https://s3-us-west-2.amazonaws.com/ray-wheels/releases/2.56.0/45194d5f4b2afdfead53dc4e1a7dba2f2205d50f/ray-2.56.0-cp311-cp311-manylinux2014_x86_64.whl" }, extra = ["llm", "serve"], marker = "python_full_version < '3.12' and platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { name = "ray", version = "2.56.0", source = { url = "https://s3-us-west-2.amazonaws.com/ray-wheels/releases/2.56.0/45194d5f4b2afdfead53dc4e1a7dba2f2205d50f/ray-2.56.0-cp312-cp312-manylinux2014_x86_64.whl" }, extra = ["llm", "serve"], marker = "python_full_version == '3.12.*' and platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { name = "ray", version = "2.56.0", source = { url = "https://s3-us-west-2.amazonaws.com/ray-wheels/releases/2.56.0/45194d5f4b2afdfead53dc4e1a7dba2f2205d50f/ray-2.56.0-cp313-cp313-manylinux2014_x86_64.whl" }, extra = ["llm", "serve"], marker = "python_full_version >= '3.13' and platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { name = "ray-haproxy", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "vllm", version = "0.22.0+cu129", source = { registry = "https://wheels.vllm.ai/0.22.0/cu129" }, extra = ["otel", "runai"], marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
 ]
 text-cpu = [
     { name = "beautifulsoup4" },
@@ -5416,7 +5983,7 @@ text-cuda12 = [
     { name = "sentence-transformers" },
     { name = "sentencepiece" },
     { name = "trafilatura" },
-    { name = "vllm", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
+    { name = "vllm", version = "0.22.0+cu129", source = { registry = "https://wheels.vllm.ai/0.22.0/cu129" }, extra = ["otel", "runai"], marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
     { name = "warcio" },
 ]
 translation-all = [
@@ -5456,9 +6023,8 @@ video-cpu = [
     { name = "av" },
     { name = "easydict" },
     { name = "einops" },
-    { name = "opencv-python" },
-    { name = "torchvision", version = "0.25.0", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64') or sys_platform != 'linux'" },
-    { name = "torchvision", version = "0.25.0+cu129", source = { registry = "https://download.pytorch.org/whl/cu129" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "opencv-python-headless" },
+    { name = "torchvision", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
 ]
 video-cuda12 = [
     { name = "av" },
@@ -5468,19 +6034,16 @@ video-cuda12 = [
     { name = "flash-attn", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
     { name = "gpustat" },
     { name = "nvidia-ml-py" },
-    { name = "opencv-python" },
+    { name = "opencv-python-headless" },
     { name = "pycuda" },
     { name = "pynvvideocodec", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
-    { name = "torch", version = "2.10.0", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64') or sys_platform != 'linux'" },
-    { name = "torch", version = "2.10.0+cu129", source = { registry = "https://download.pytorch.org/whl/cu129" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
-    { name = "torchaudio", version = "2.10.0", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64') or sys_platform != 'linux'" },
-    { name = "torchaudio", version = "2.10.0+cu129", source = { registry = "https://download.pytorch.org/whl/cu129" }, marker = "(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://pypi.org/simple" }, marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64') or sys_platform != 'linux'" },
-    { name = "torchvision", version = "0.25.0+cu129", source = { registry = "https://download.pytorch.org/whl/cu129" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
-    { name = "vllm", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
+    { name = "torch", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "torchaudio", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "torchvision", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "vllm", version = "0.22.0+cu129", source = { registry = "https://wheels.vllm.ai/0.22.0/cu129" }, extra = ["otel", "runai"], marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
 ]
 vllm = [
-    { name = "vllm", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
+    { name = "vllm", version = "0.22.0+cu129", source = { registry = "https://wheels.vllm.ai/0.22.0/cu129" }, extra = ["otel", "runai"], marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
 ]
 
 [package.dev-dependencies]
@@ -5488,8 +6051,7 @@ build = [
     { name = "cython" },
     { name = "packaging" },
     { name = "setuptools" },
-    { name = "torch", version = "2.10.0", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64') or sys_platform != 'linux'" },
-    { name = "torch", version = "2.10.0+cu129", source = { registry = "https://download.pytorch.org/whl/cu129" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "torch", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
 ]
 dev = [
     { name = "jupyter" },
@@ -5520,7 +6082,8 @@ test = [
 requires-dist = [
     { name = "absl-py", specifier = ">=2.0.0,<3.0.0" },
     { name = "accelerate", marker = "extra == 'audio-common'" },
-    { name = "ai-dynamo", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin' and extra == 'inference-server'", specifier = "==1.1.0" },
+    { name = "ai-dynamo", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin' and extra == 'inference-server'", specifier = "==1.3.0.dev20260615", index = "https://pypi.nvidia.com/" },
+    { name = "ai-dynamo-runtime", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin' and extra == 'inference-server'", specifier = "==1.3.0.dev20260615", index = "https://pypi.nvidia.com/" },
     { name = "aiohttp", marker = "extra == 'translation-nmt'", specifier = ">=3.13.3" },
     { name = "albumentations", marker = "extra == 'interleaved-cpu'" },
     { name = "av", marker = "extra == 'video-cpu'", specifier = "==13.1.0" },
@@ -5610,8 +6173,8 @@ requires-dist = [
     { name = "open-clip-torch", marker = "extra == 'interleaved-cpu'" },
     { name = "openai", specifier = ">=1.0.0" },
     { name = "opencc-python-reimplemented", marker = "extra == 'audio-common'" },
-    { name = "opencv-python", marker = "extra == 'interleaved-cpu'" },
-    { name = "opencv-python", marker = "extra == 'video-cpu'" },
+    { name = "opencv-python-headless", marker = "extra == 'interleaved-cpu'" },
+    { name = "opencv-python-headless", marker = "extra == 'video-cpu'" },
     { name = "pandas", specifier = ">=2.1.0" },
     { name = "peft", marker = "extra == 'text-cpu'" },
     { name = "pillow", marker = "extra == 'image-cpu'" },
@@ -5627,8 +6190,15 @@ requires-dist = [
     { name = "pypdfium2", marker = "extra == 'interleaved-cpu'" },
     { name = "raft-dask-cu12", marker = "extra == 'deduplication-cuda12'", specifier = "==25.10.*" },
     { name = "rapidsmpf-cu12", marker = "extra == 'deduplication-cuda12'", specifier = "==25.10.*" },
-    { name = "ray", extras = ["data", "default"], specifier = ">=2.55.1" },
-    { name = "ray", extras = ["llm", "serve"], marker = "extra == 'inference-server'", specifier = ">=2.55.1" },
+    { name = "ray", extras = ["data", "default"], marker = "python_full_version < '3.11' or python_full_version >= '3.14' or platform_machine != 'x86_64' or sys_platform != 'linux'", specifier = ">=2.55.1" },
+    { name = "ray", extras = ["data", "default"], marker = "python_full_version == '3.11.*' and platform_machine == 'x86_64' and sys_platform == 'linux'", url = "https://s3-us-west-2.amazonaws.com/ray-wheels/releases/2.56.0/45194d5f4b2afdfead53dc4e1a7dba2f2205d50f/ray-2.56.0-cp311-cp311-manylinux2014_x86_64.whl" },
+    { name = "ray", extras = ["data", "default"], marker = "python_full_version == '3.12.*' and platform_machine == 'x86_64' and sys_platform == 'linux'", url = "https://s3-us-west-2.amazonaws.com/ray-wheels/releases/2.56.0/45194d5f4b2afdfead53dc4e1a7dba2f2205d50f/ray-2.56.0-cp312-cp312-manylinux2014_x86_64.whl" },
+    { name = "ray", extras = ["data", "default"], marker = "python_full_version == '3.13.*' and platform_machine == 'x86_64' and sys_platform == 'linux'", url = "https://s3-us-west-2.amazonaws.com/ray-wheels/releases/2.56.0/45194d5f4b2afdfead53dc4e1a7dba2f2205d50f/ray-2.56.0-cp313-cp313-manylinux2014_x86_64.whl" },
+    { name = "ray", extras = ["llm", "serve"], marker = "python_full_version == '3.11.*' and platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'inference-server'", url = "https://s3-us-west-2.amazonaws.com/ray-wheels/releases/2.56.0/45194d5f4b2afdfead53dc4e1a7dba2f2205d50f/ray-2.56.0-cp311-cp311-manylinux2014_x86_64.whl" },
+    { name = "ray", extras = ["llm", "serve"], marker = "python_full_version == '3.12.*' and platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'inference-server'", url = "https://s3-us-west-2.amazonaws.com/ray-wheels/releases/2.56.0/45194d5f4b2afdfead53dc4e1a7dba2f2205d50f/ray-2.56.0-cp312-cp312-manylinux2014_x86_64.whl" },
+    { name = "ray", extras = ["llm", "serve"], marker = "python_full_version == '3.13.*' and platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'inference-server'", url = "https://s3-us-west-2.amazonaws.com/ray-wheels/releases/2.56.0/45194d5f4b2afdfead53dc4e1a7dba2f2205d50f/ray-2.56.0-cp313-cp313-manylinux2014_x86_64.whl" },
+    { name = "ray", extras = ["llm", "serve"], marker = "(python_full_version < '3.11' and extra == 'inference-server') or (python_full_version >= '3.14' and extra == 'inference-server') or (platform_machine != 'x86_64' and extra == 'inference-server') or (sys_platform != 'linux' and extra == 'inference-server')", specifier = ">=2.55.1" },
+    { name = "ray-haproxy", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'inference-server') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'inference-server')", specifier = "==2.8.20" },
     { name = "requests", marker = "extra == 'translation-nmt'" },
     { name = "resiliparse", marker = "extra == 'text-cpu'" },
     { name = "s3fs", marker = "extra == 'interleaved-cpu'", specifier = ">=2024.12.0" },
@@ -5644,10 +6214,10 @@ requires-dist = [
     { name = "timm", marker = "extra == 'interleaved-cpu'" },
     { name = "torch", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64') or sys_platform == 'darwin'", index = "https://pypi.org/simple" },
     { name = "torch", marker = "(platform_machine == 'aarch64' and sys_platform != 'darwin' and sys_platform != 'linux') or (platform_machine == 'x86_64' and sys_platform != 'darwin' and sys_platform != 'linux')" },
-    { name = "torch", marker = "(platform_machine == 'aarch64' and sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'video-cuda12') or (platform_machine == 'x86_64' and sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'video-cuda12')", specifier = "<=2.10.0" },
-    { name = "torch", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'video-cuda12') or (sys_platform == 'darwin' and extra == 'video-cuda12')", specifier = "<=2.10.0", index = "https://pypi.org/simple" },
+    { name = "torch", marker = "(platform_machine == 'aarch64' and sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'video-cuda12') or (platform_machine == 'x86_64' and sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'video-cuda12')", specifier = "<=2.11.0" },
+    { name = "torch", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'video-cuda12') or (sys_platform == 'darwin' and extra == 'video-cuda12')", specifier = "<=2.11.0", index = "https://pypi.org/simple" },
     { name = "torch", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')", index = "https://download.pytorch.org/whl/cu129" },
-    { name = "torch", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'video-cuda12') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'video-cuda12')", specifier = "<=2.10.0", index = "https://download.pytorch.org/whl/cu129" },
+    { name = "torch", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'video-cuda12') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'video-cuda12')", specifier = "<=2.11.0", index = "https://download.pytorch.org/whl/cu129" },
     { name = "torchaudio", marker = "(platform_machine == 'aarch64' and sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'audio-common') or (platform_machine == 'x86_64' and sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'audio-common')" },
     { name = "torchaudio", marker = "(platform_machine == 'aarch64' and sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'video-cuda12') or (platform_machine == 'x86_64' and sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'video-cuda12')" },
     { name = "torchaudio", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'audio-common') or (sys_platform == 'darwin' and extra == 'audio-common')", index = "https://pypi.org/simple" },
@@ -5664,9 +6234,8 @@ requires-dist = [
     { name = "trafilatura", marker = "extra == 'text-cpu'", specifier = "==2.0.0" },
     { name = "transformers" },
     { name = "transformers", marker = "extra == 'audio-common'" },
-    { name = "vllm", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin' and extra == 'inference-server'", specifier = "<0.19" },
-    { name = "vllm", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin' and extra == 'math-cuda12'", specifier = ">=0.13" },
-    { name = "vllm", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin' and extra == 'vllm'", specifier = ">=0.14.1" },
+    { name = "vllm", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin' and extra == 'math-cuda12'", specifier = ">=0.13", index = "https://wheels.vllm.ai/0.22.0/cu129" },
+    { name = "vllm", extras = ["flashinfer", "otel", "runai"], marker = "platform_machine == 'x86_64' and sys_platform != 'darwin' and extra == 'vllm'", specifier = "==0.22.0+cu129", index = "https://wheels.vllm.ai/0.22.0/cu129" },
     { name = "warcio", marker = "extra == 'text-cpu'" },
     { name = "whisperx", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin' and extra == 'audio-common'", specifier = ">=3.8.4" },
 ]
@@ -5677,9 +6246,9 @@ build = [
     { name = "cython" },
     { name = "packaging" },
     { name = "setuptools" },
-    { name = "torch", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64') or sys_platform == 'darwin'", specifier = "<=2.10.0", index = "https://pypi.org/simple" },
-    { name = "torch", marker = "(platform_machine == 'aarch64' and sys_platform != 'darwin' and sys_platform != 'linux') or (platform_machine == 'x86_64' and sys_platform != 'darwin' and sys_platform != 'linux')", specifier = "<=2.10.0" },
-    { name = "torch", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')", specifier = "<=2.10.0", index = "https://download.pytorch.org/whl/cu129" },
+    { name = "torch", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64') or sys_platform == 'darwin'", specifier = "<=2.11.0", index = "https://pypi.org/simple" },
+    { name = "torch", marker = "(platform_machine == 'aarch64' and sys_platform != 'darwin' and sys_platform != 'linux') or (platform_machine == 'x86_64' and sys_platform != 'darwin' and sys_platform != 'linux')", specifier = "<=2.11.0" },
+    { name = "torch", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')", specifier = "<=2.11.0", index = "https://download.pytorch.org/whl/cu129" },
 ]
 dev = [{ name = "jupyter" }]
 linting = [
@@ -5737,6 +6306,7 @@ dependencies = [
     { name = "cuda-bindings", version = "12.9.5", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine == 'x86_64' and sys_platform != 'darwin' and sys_platform != 'linux'" },
     { name = "fsspec", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
     { name = "huggingface-hub", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
+    { name = "numba", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
     { name = "numexpr", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
     { name = "numpy", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
     { name = "onnx", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
@@ -5747,8 +6317,7 @@ dependencies = [
     { name = "setuptools", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
     { name = "tensorboard", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
     { name = "text-unidecode", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
-    { name = "torch", version = "2.10.0", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine == 'x86_64' and sys_platform != 'darwin' and sys_platform != 'linux'" },
-    { name = "torch", version = "2.10.0+cu129", source = { registry = "https://download.pytorch.org/whl/cu129" }, marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { name = "torch", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
     { name = "tqdm", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
     { name = "wget", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
     { name = "wrapt", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
@@ -5852,21 +6421,60 @@ wheels = [
 name = "nixl"
 version = "1.0.0"
 source = { registry = "https://pypi.nvidia.com/" }
+resolution-markers = [
+    "python_full_version == '3.12.*' and platform_machine == 'x86_64' and sys_platform != 'darwin' and sys_platform != 'linux'",
+    "python_full_version < '3.12' and platform_machine == 'x86_64' and sys_platform != 'darwin' and sys_platform != 'linux'",
+    "python_full_version >= '3.13' and platform_machine == 'aarch64' and sys_platform == 'linux'",
+    "python_full_version >= '3.13' and platform_machine == 'aarch64' and sys_platform == 'darwin'",
+    "python_full_version >= '3.13' and platform_machine == 'aarch64' and sys_platform != 'darwin' 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 == 'darwin'",
+    "python_full_version == '3.12.*' and platform_machine == 'aarch64' and sys_platform != 'darwin' and sys_platform != 'linux'",
+    "python_full_version >= '3.13' and platform_machine == 'x86_64' and sys_platform == 'darwin'",
+    "python_full_version == '3.12.*' and platform_machine == 'x86_64' and sys_platform == 'darwin'",
+    "python_full_version >= '3.13' and platform_machine != 'aarch64' and platform_machine != 's390x' and platform_machine != 'x86_64'",
+    "python_full_version >= '3.13' and platform_machine == 's390x'",
+    "python_full_version == '3.12.*' and platform_machine != 'aarch64' and platform_machine != 's390x' and platform_machine != 'x86_64'",
+    "python_full_version == '3.12.*' and platform_machine == 's390x'",
+    "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 == 'darwin'",
+    "python_full_version < '3.12' and platform_machine == 'aarch64' and sys_platform != 'darwin' and sys_platform != 'linux'",
+    "python_full_version < '3.12' and platform_machine == 'x86_64' and sys_platform == 'darwin'",
+    "python_full_version < '3.12' and platform_machine != 'aarch64' and platform_machine != 's390x' and platform_machine != 'x86_64'",
+    "python_full_version < '3.12' and platform_machine == 's390x'",
+]
 dependencies = [
-    { name = "nixl-cu12", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
+    { name = "nixl-cu12", marker = "python_full_version < '3.13' and platform_machine == 'x86_64' and sys_platform != 'darwin' and sys_platform != 'linux'" },
 ]
 wheels = [
     { url = "https://pypi.nvidia.com/nixl/nixl-1.0.0-py3-none-any.whl", hash = "sha256:d4f2944e592358e53607276cdb4cc9d0827e11d5d6a8737edf020a134c3dca60" },
 ]
 
+[[package]]
+name = "nixl"
+version = "1.1.0"
+source = { registry = "https://pypi.nvidia.com/" }
+resolution-markers = [
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 [[package]]
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+    "python_full_version < '3.12' and platform_machine == 'aarch64' and sys_platform == 'darwin'",
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-    { name = "numpy" },
-    { name = "typing-extensions" },
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+    { name = "cuda-python", version = "12.9.5", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64') or (platform_machine != 'x86_64' and sys_platform != 'linux') or sys_platform == 'darwin'" },
+    { name = "numpy", marker = "platform_machine != 'x86_64' or sys_platform == 'darwin'" },
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 wheels = [
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+    { name = "numpy", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
+    { name = "typing-extensions", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
+]
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+    { url = "https://pypi.nvidia.com/nvidia-cutlass-dsl-libs-base/nvidia_cutlass_dsl_libs_base-4.5.2-cp312-cp312-manylinux_2_28_x86_64.whl", hash = "sha256:15ef6a59193667e663934ef4873f8ccad37455e9b7c3c419c3072113b8aedf61" },
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+]
+
 [[package]]
 name = "nvidia-dali-cuda120"
 version = "1.52.0"
@@ -6604,11 +7339,48 @@ wheels = [
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 version = "2.27.5"
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+[[package]]
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+]
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+    { url = "https://pypi.nvidia.com/nvidia-nccl-cu12/nvidia_nccl_cu12-2.28.9-py3-none-manylinux_2_18_x86_64.whl", hash = "sha256:485776daa8447da5da39681af455aa3b2c2586ddcf4af8772495e7c532c7e5ab" },
+]
+
 [[package]]
 name = "nvidia-nvcomp-cu12"
 version = "5.0.0.6"
@@ -6934,10 +7706,8 @@ dependencies = [
     { name = "regex" },
     { name = "safetensors" },
     { name = "timm" },
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+    { name = "torch", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
+    { name = "torchvision", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" },
     { name = "tqdm" },
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 [[package]]
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@@ -7216,6 +7969,26 @@ wheels = [
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 version = "0.2.11"
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@@ -8838,16 +9649,39 @@ wheels = [
 name = "ray"
 version = "2.55.1"
 source = { registry = "https://pypi.org/simple" }
+resolution-markers = [
+    "python_full_version >= '3.13' and platform_machine == 'x86_64' and sys_platform != 'darwin' and sys_platform != 'linux'",
+    "python_full_version == '3.12.*' and platform_machine == 'x86_64' and sys_platform != 'darwin' and sys_platform != 'linux'",
+    "python_full_version < '3.12' and platform_machine == 'x86_64' and sys_platform != 'darwin' and sys_platform != 'linux'",
+    "python_full_version >= '3.13' and platform_machine == 'aarch64' and sys_platform == 'linux'",
+    "python_full_version >= '3.13' and platform_machine == 'aarch64' and sys_platform == 'darwin'",
+    "python_full_version >= '3.13' and platform_machine == 'aarch64' and sys_platform != 'darwin' 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 == 'darwin'",
+    "python_full_version == '3.12.*' and platform_machine == 'aarch64' and sys_platform != 'darwin' and sys_platform != 'linux'",
+    "python_full_version >= '3.13' and platform_machine == 'x86_64' and sys_platform == 'darwin'",
+    "python_full_version == '3.12.*' and platform_machine == 'x86_64' and sys_platform == 'darwin'",
+    "python_full_version >= '3.13' and platform_machine != 'aarch64' and platform_machine != 's390x' and platform_machine != 'x86_64'",
+    "python_full_version >= '3.13' and platform_machine == 's390x'",
+    "python_full_version == '3.12.*' and platform_machine != 'aarch64' and platform_machine != 's390x' and platform_machine != 'x86_64'",
+    "python_full_version == '3.12.*' and platform_machine == 's390x'",
+    "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 == 'darwin'",
+    "python_full_version < '3.12' and platform_machine == 'aarch64' and sys_platform != 'darwin' and sys_platform != 'linux'",
+    "python_full_version < '3.12' and platform_machine == 'x86_64' and sys_platform == 'darwin'",
+    "python_full_version < '3.12' and platform_machine != 'aarch64' and platform_machine != 's390x' and platform_machine != 'x86_64'",
+    "python_full_version < '3.12' and platform_machine == 's390x'",
+]
 dependencies = [
-    { name = "click", version = "8.1.8", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'" },
+    { name = "click", version = "8.1.8", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine == 'x86_64' and sys_platform != 'darwin' and sys_platform != 'linux'" },
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-    { name = "filelock" },
-    { name = "jsonschema" },
-    { name = "msgpack" },
-    { name = "packaging" },
-    { name = "protobuf" },
-    { name = "pyyaml" },
-    { name = "requests" },
+    { name = "filelock", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "jsonschema", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "msgpack", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "packaging", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "protobuf", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "pyyaml", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "requests", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
 ]
 wheels = [
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@@ -8865,97 +9699,1236 @@ wheels = [
 
 [package.optional-dependencies]
 data = [
-    { name = "fsspec" },
-    { name = "numpy" },
-    { name = "pandas" },
-    { name = "pyarrow" },
+    { name = "fsspec", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "numpy", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "pandas", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "pyarrow", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
 ]
 default = [
-    { name = "aiohttp" },
-    { name = "aiohttp-cors" },
-    { name = "colorful" },
-    { name = "grpcio" },
-    { name = "opencensus" },
-    { name = "opentelemetry-exporter-prometheus" },
-    { name = "opentelemetry-proto" },
-    { name = "opentelemetry-sdk" },
-    { name = "prometheus-client" },
-    { name = "py-spy" },
-    { name = "pydantic" },
-    { name = "requests" },
-    { name = "smart-open" },
-    { name = "virtualenv" },
+    { name = "aiohttp", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "aiohttp-cors", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "colorful", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "grpcio", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "opencensus", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "opentelemetry-exporter-prometheus", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "opentelemetry-proto", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "opentelemetry-sdk", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "prometheus-client", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "py-spy", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "pydantic", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "requests", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "smart-open", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "virtualenv", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
 ]
 llm = [
-    { name = "aiohttp" },
-    { name = "aiohttp-cors" },
-    { name = "colorful" },
-    { name = "fastapi" },
-    { name = "fsspec" },
-    { name = "grpcio" },
-    { name = "hf-transfer" },
-    { name = "jsonref" },
-    { name = "jsonschema" },
-    { name = "meson" },
-    { name = "ninja" },
-    { name = "nixl" },
-    { name = "numpy" },
-    { name = "opencensus" },
-    { name = "opentelemetry-exporter-prometheus" },
-    { name = "opentelemetry-proto" },
-    { name = "opentelemetry-sdk" },
-    { name = "pandas" },
-    { name = "prometheus-client" },
-    { name = "py-spy" },
-    { name = "pyarrow" },
-    { name = "pybind11" },
-    { name = "pydantic" },
-    { name = "requests" },
-    { name = "smart-open" },
-    { name = "starlette" },
-    { name = "typer" },
-    { name = "uvicorn", extra = ["standard"] },
-    { name = "virtualenv" },
-    { name = "vllm", extra = ["audio"] },
-    { name = "watchfiles" },
+    { name = "aiohttp", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "aiohttp-cors", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "colorful", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "fastapi", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "fsspec", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "grpcio", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "hf-transfer", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "jsonref", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "jsonschema", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "meson", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "ninja", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "nixl", version = "1.0.0", source = { registry = "https://pypi.nvidia.com/" }, marker = "(python_full_version < '3.13' and sys_platform != 'linux') or platform_machine != 'x86_64' or sys_platform == 'darwin'" },
+    { name = "nixl", version = "1.1.0", source = { registry = "https://pypi.nvidia.com/" }, marker = "python_full_version >= '3.13' and platform_machine == 'x86_64' and sys_platform != 'darwin' and sys_platform != 'linux'" },
+    { name = "numpy", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "opencensus", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "opentelemetry-exporter-prometheus", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "opentelemetry-proto", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "opentelemetry-sdk", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "pandas", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "prometheus-client", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "py-spy", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "pyarrow", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "pybind11", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "pydantic", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "requests", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "smart-open", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "starlette", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "typer", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "uvicorn", extra = ["standard"], marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "virtualenv", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "vllm", version = "0.18.1", source = { registry = "https://pypi.org/simple" }, extra = ["audio"], marker = "platform_machine != 'x86_64' or sys_platform == 'darwin'" },
+    { name = "vllm", version = "0.22.0+cu129", source = { registry = "https://wheels.vllm.ai/0.22.0/cu129" }, extra = ["audio"], marker = "platform_machine == 'x86_64' and sys_platform != 'darwin' and sys_platform != 'linux'" },
+    { name = "watchfiles", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
 ]
 serve = [
-    { name = "aiohttp" },
-    { name = "aiohttp-cors" },
-    { name = "colorful" },
-    { name = "fastapi" },
-    { name = "grpcio" },
-    { name = "opencensus" },
-    { name = "opentelemetry-exporter-prometheus" },
-    { name = "opentelemetry-proto" },
-    { name = "opentelemetry-sdk" },
-    { name = "prometheus-client" },
-    { name = "py-spy" },
-    { name = "pydantic" },
-    { name = "requests" },
-    { name = "smart-open" },
-    { name = "starlette" },
-    { name = "uvicorn", extra = ["standard"] },
-    { name = "virtualenv" },
-    { name = "watchfiles" },
+    { name = "aiohttp", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "aiohttp-cors", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "colorful", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "fastapi", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "grpcio", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "opencensus", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "opentelemetry-exporter-prometheus", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "opentelemetry-proto", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "opentelemetry-sdk", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "prometheus-client", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "py-spy", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "pydantic", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "requests", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "smart-open", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "starlette", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "uvicorn", extra = ["standard"], marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "virtualenv", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "watchfiles", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
 ]
 
 [[package]]
-name = "referencing"
-version = "0.37.0"
-source = { registry = "https://pypi.org/simple" }
+name = "ray"
+version = "2.56.0"
+source = { url = "https://s3-us-west-2.amazonaws.com/ray-wheels/releases/2.56.0/45194d5f4b2afdfead53dc4e1a7dba2f2205d50f/ray-2.56.0-cp311-cp311-manylinux2014_x86_64.whl" }
+resolution-markers = [
+    "python_full_version < '3.12' and platform_machine == 'x86_64' and sys_platform == 'linux'",
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 [[package]]
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