diff --git a/nemo_deploy/llm/megatronllm_deployable.py b/nemo_deploy/llm/megatronllm_deployable.py
index 8cd59d50e1..d4359d1e26 100755
--- a/nemo_deploy/llm/megatronllm_deployable.py
+++ b/nemo_deploy/llm/megatronllm_deployable.py
@@ -22,7 +22,7 @@
 import torch.distributed
 from jinja2 import Template
 from megatron.core.inference.common_inference_params import CommonInferenceParams
-from megatron.core.inference.inference_request import InferenceRequest
+from megatron.core.inference.inference_request import DynamicInferenceRequestRecord, InferenceRequest
 
 from nemo_deploy import ITritonDeployable
 from nemo_deploy.llm.inference.inference_base import create_mcore_engine
@@ -470,6 +470,10 @@ def _infer_fn(
         )
 
         results = self.generate(prompts, inference_params)
+        # Handle DynamicInferenceRequestRecord objects by merging them into a single request
+        results = [
+            r.merge(self.mcore_tokenizer) if isinstance(r, DynamicInferenceRequestRecord) else r for r in results
+        ]
         if echo:
             output_texts = [r.prompt + r.generated_text if text_only else r for r in results]
         else:
diff --git a/pyproject.toml b/pyproject.toml
index bf9d159f08..d4cac83f83 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -41,11 +41,10 @@ description = "NeMo Export and Deploy - a library to export and deploy LLMs and
 requires-python = ">=3.10,<3.13"
 license = { text = "Apache 2.0" }
 dependencies = [
-    "megatron-core>=0.14.0a0,<0.15.0",
-    "megatron-bridge>=0.1.0a0,<0.2.0",
-    "nvidia-modelopt[torch]>=0.33.0a0,<0.34.0; sys_platform != 'darwin'",
+    "megatron-core>=0.14.0a0,<0.17.0",
+    "megatron-bridge>=0.1.0a0,<0.4.0",
+    "nvidia-modelopt[torch]>=0.33.0a0,<0.41.0; sys_platform != 'darwin'",
     "nvidia-resiliency-ext>=0.4.0a0,<0.5.0; sys_platform != 'darwin'",
-    "transformer-engine[pytorch]>=2.6.0a0,<2.7.0; sys_platform != 'darwin'",
     "accelerate",
     "fastapi",
     "pydantic-settings",
@@ -98,7 +97,10 @@ docs = [
 linting = ["pre-commit>=3.6.0", "ruff~=0.9.0"]
 test = ["pytest", "pytest-mock", "coverage", "click"]
 nemo-toolkit = [
-    "nemo-toolkit[automodel,common-only,nlp-only,eval,multimodal-only]>=2.5.0a0,<2.6.0",
+    "nemo-toolkit[automodel,common-only,nlp-only,eval,multimodal-only]>=2.6.0a0,<2.7.0",
+    "nv_one_logger_core>=2.3.1",
+    "nv_one_logger_training_telemetry>=2.3.1",
+    "nv_one_logger_pytorch_lightning_integration>=2.3.1"
 ]
 nemo-run = ["nemo-run"]
 
@@ -109,13 +111,18 @@ vllm = [
     { index = "pytorch-cu128", marker = "python_version < '3.9' and platform_machine == 'x86_64'" },
     { index = "pypi", marker = "platform_machine == 'aarch64'" },
 ]
-# megatron-bridge = { git = "https://github.com/NVIDIA-NeMo/Megatron-Bridge.git", rev = "ecf05926b4765aada82c8eabab4a374e8e83a9c5" }
-transformer-engine = { git = "https://github.com/NVIDIA/TransformerEngine.git", rev = "0289e76380088358a584d809faf69effab1a7cda" } # on release_v2.7.0
+megatron-bridge = { git = "https://github.com/NVIDIA-NeMo/Megatron-Bridge.git", rev = "9577b1280eaadd60b9d7b0ce6df09ac80e87e323" }
 # nemo-toolkit = { git = "https://github.com/NVIDIA/NeMo.git", rev = "main" }
 
 [tool.uv]
 # Currently, TE must be built with no build-isolation b/c it requires torch
-no-build-isolation-package = ["transformer-engine", "transformer-engine-torch"]
+no-build-isolation-package = [
+    "transformer-engine",
+    "transformer-engine-torch",
+    "mamba-ssm",
+    "causal-conv1d",
+    "flash-linear-attention",
+]
 # Always apply the build group since dependencies like TE/mcore/nemo-run require build dependencies
 # and this lets us assume they are implicitly installed with a simply `uv sync`. Ideally, we'd
 # avoid including these in the default dependency set, but for now it's required.
@@ -130,6 +137,15 @@ override-dependencies = [
     "urllib3>1.27.0",
     "tiktoken>=0.9.0",                   # because nemo-toolkit and megatron-bridge disagree on tiktoken, we need to pin it here,
     "fsspec[http]>=2023.1.0,<=2024.9.0",
+    "transformer-engine[pytorch, core_cu12]>=2.9.0a0,<2.13.0",
+    "nvidia-modelopt[torch]>=0.33.0a0,<0.41.0",
+    "open-clip-torch>=3.2.0",
+    "megatron-energon[av_decode]~=6.0",
+    "datasets>=3.3.0",
+    "flash-linear-attention<0.3.2",
+    "transformer-engine-cu12>=2.10.0a0,<2.13.0; sys_platform != 'darwin'",
+    "transformer-engine-cu13; sys_platform == 'never'",
+    "transformers>=4.57.0,<5.0.0"
 ]
 prerelease = "allow"
 
diff --git a/uv.lock b/uv.lock
index 07daf7b363..db8a59bf31 100644
--- a/uv.lock
+++ b/uv.lock
@@ -56,8 +56,17 @@ prerelease-mode = "allow"
 
 [manifest]
 overrides = [
+    { name = "datasets", specifier = ">=3.3.0" },
+    { name = "flash-linear-attention", specifier = "<0.3.2" },
     { name = "fsspec", extras = ["http"], specifier = ">=2023.1.0,<=2024.9.0" },
+    { name = "megatron-energon", extras = ["av-decode"], specifier = "~=6.0" },
+    { name = "nvidia-modelopt", extras = ["torch"], specifier = ">=0.33.0a0,<0.41.0" },
+    { name = "open-clip-torch", specifier = ">=3.2.0" },
     { name = "tiktoken", specifier = ">=0.9.0" },
+    { name = "transformer-engine", extras = ["pytorch", "core-cu12"], specifier = ">=2.9.0a0,<2.13.0" },
+    { name = "transformer-engine-cu12", marker = "sys_platform != 'darwin'", specifier = ">=2.10.0a0,<2.13.0" },
+    { name = "transformer-engine-cu13", marker = "sys_platform == 'never'" },
+    { name = "transformers", specifier = ">=4.57.0,<5.0.0" },
     { name = "urllib3", specifier = ">1.27.0" },
 ]
 
@@ -125,6 +134,7 @@ wheels = [
 name = "aenum"
 version = "3.1.16"
 source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/09/7a/61ed58e8be9e30c3fe518899cc78c284896d246d51381bab59b5db11e1f3/aenum-3.1.16.tar.gz", hash = "sha256:bfaf9589bdb418ee3a986d85750c7318d9d2839c1b1a1d6fe8fc53ec201cf140", size = 137693, upload-time = "2026-01-12T22:34:38.819Z" }
 wheels = [
     { url = "https://files.pythonhosted.org/packages/e3/52/6ad8f63ec8da1bf40f96996d25d5b650fdd38f5975f8c813732c47388f18/aenum-3.1.16-py3-none-any.whl", hash = "sha256:9035092855a98e41b66e3d0998bd7b96280e85ceb3a04cc035636138a1943eaf", size = 165627, upload-time = "2025-04-25T03:17:58.89Z" },
 ]
@@ -307,15 +317,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/15/b3/9b1a8074496371342ec1e796a96f99c82c945a339cd81a8e73de28b4cf9e/anyio-4.11.0-py3-none-any.whl", hash = "sha256:0287e96f4d26d4149305414d4e3bc32f0dcd0862365a4bddea19d7a1ec38c4fc", size = 109097, upload-time = "2025-09-23T09:19:10.601Z" },
 ]
 
-[[package]]
-name = "argcomplete"
-version = "3.6.2"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/16/0f/861e168fc813c56a78b35f3c30d91c6757d1fd185af1110f1aec784b35d0/argcomplete-3.6.2.tar.gz", hash = "sha256:d0519b1bc867f5f4f4713c41ad0aba73a4a5f007449716b16f385f2166dc6adf", size = 73403, upload-time = "2025-04-03T04:57:03.52Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/31/da/e42d7a9d8dd33fa775f467e4028a47936da2f01e4b0e561f9ba0d74cb0ca/argcomplete-3.6.2-py3-none-any.whl", hash = "sha256:65b3133a29ad53fb42c48cf5114752c7ab66c1c38544fdf6460f450c09b42591", size = 43708, upload-time = "2025-04-03T04:57:01.591Z" },
-]
-
 [[package]]
 name = "asciitree"
 version = "0.3.3"
@@ -473,17 +474,62 @@ wheels = [
 ]
 
 [[package]]
-name = "bitsandbytes"
-version = "0.46.0"
+name = "bitarray"
+version = "3.8.0"
+source = { registry = "https://pypi.org/simple" }
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     { name = "megatron-core" },
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+    { name = "nvidia-modelopt" },
     { name = "nvidia-pytriton", marker = "sys_platform != 'darwin' or (extra == 'extra-18-nemo-export-deploy-trt-onnx' and extra == 'extra-18-nemo-export-deploy-trtllm') or (extra == 'extra-18-nemo-export-deploy-trt-onnx' and extra == 'extra-18-nemo-export-deploy-vllm') or (extra == 'extra-18-nemo-export-deploy-trtllm' and extra == 'extra-18-nemo-export-deploy-vllm')" },
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     { name = "omegaconf" },
@@ -3984,7 +3998,6 @@ dependencies = [
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     { name = "torchvision" },
-    { name = "transformer-engine", marker = "sys_platform != 'darwin' or (extra == 'extra-18-nemo-export-deploy-trt-onnx' and extra == 'extra-18-nemo-export-deploy-trtllm') or (extra == 'extra-18-nemo-export-deploy-trt-onnx' and extra == 'extra-18-nemo-export-deploy-vllm') or (extra == 'extra-18-nemo-export-deploy-trtllm' and extra == 'extra-18-nemo-export-deploy-vllm')" },
     { name = "uvicorn" },
     { name = "wandb" },
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@@ -3996,7 +4009,7 @@ dependencies = [
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     { name = "tensorrt" },
-    { name = "transformers", version = "4.51.3", source = { registry = "https://pypi.org/simple" } },
+    { name = "transformers" },
 ]
 trtllm = [
     { name = "cuda-python" },
@@ -4034,7 +4047,10 @@ nemo-run = [
     { name = "nemo-run" },
 ]
 nemo-toolkit = [
-    { name = "nemo-toolkit", extra = ["automodel", "common-only", "eval", "multimodal-only", "nlp-only"] },
+    { name = "nemo-toolkit", extra = ["common-only", "multimodal-only", "nlp-only"] },
+    { name = "nv-one-logger-core" },
+    { name = "nv-one-logger-pytorch-lightning-integration" },
+    { name = "nv-one-logger-training-telemetry" },
 ]
 test = [
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@@ -4056,9 +4072,9 @@ requires-dist = [
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-    { name = "nvidia-modelopt", extras = ["torch"], marker = "sys_platform != 'darwin'", specifier = ">=0.33.0a0,<0.34.0" },
+    { name = "megatron-bridge", git = "https://github.com/NVIDIA-NeMo/Megatron-Bridge.git?rev=9577b1280eaadd60b9d7b0ce6df09ac80e87e323" },
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@@ -4080,7 +4096,6 @@ requires-dist = [
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@@ -4113,7 +4128,12 @@ linting = [
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+nemo-toolkit = [
+    { name = "nemo-toolkit", extras = ["automodel", "common-only", "nlp-only", "eval", "multimodal-only"], specifier = ">=2.6.0a0,<2.7.0" },
+    { name = "nv-one-logger-core", specifier = ">=2.3.1" },
+    { name = "nv-one-logger-pytorch-lightning-integration", specifier = ">=2.3.1" },
+    { name = "nv-one-logger-training-telemetry", specifier = ">=2.3.1" },
+]
 test = [
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     { name = "coverage" },
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     { name = "fsspec", extra = ["http"] },
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-    { name = "numba" },
+    { name = "numba", marker = "sys_platform == 'darwin' or (extra == 'extra-18-nemo-export-deploy-trt-onnx' and extra == 'extra-18-nemo-export-deploy-trtllm') or (extra == 'extra-18-nemo-export-deploy-trt-onnx' and extra == 'extra-18-nemo-export-deploy-vllm') or (extra == 'extra-18-nemo-export-deploy-trtllm' and extra == 'extra-18-nemo-export-deploy-vllm')" },
+    { name = "numba-cuda", marker = "sys_platform != 'darwin' or (extra == 'extra-18-nemo-export-deploy-trt-onnx' and extra == 'extra-18-nemo-export-deploy-trtllm') or (extra == 'extra-18-nemo-export-deploy-trt-onnx' and extra == 'extra-18-nemo-export-deploy-vllm') or (extra == 'extra-18-nemo-export-deploy-trtllm' and extra == 'extra-18-nemo-export-deploy-vllm')" },
+    { name = "numexpr" },
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+    { name = "datasets" },
     { name = "einops" },
     { name = "inflect" },
     { name = "mediapy" },
@@ -4187,10 +4206,6 @@ common-only = [
     { name = "sacremoses" },
     { name = "sentencepiece" },
 ]
-eval = [
-    { name = "flask" },
-    { name = "nvidia-lm-eval" },
-]
 multimodal-only = [
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     { name = "clip" },
@@ -4199,7 +4214,7 @@ multimodal-only = [
     { name = "einops-exts" },
     { name = "imageio" },
     { name = "kornia" },
-    { name = "megatron-energon" },
+    { name = "megatron-energon", extra = ["av-decode"] },
     { name = "nerfacc" },
     { name = "open-clip-torch" },
     { name = "qwen-vl-utils" },
@@ -4225,7 +4240,7 @@ nlp-only = [
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     { name = "nltk" },
     { name = "numpy" },
-    { name = "nvidia-modelopt", marker = "sys_platform != 'darwin' or (extra == 'extra-18-nemo-export-deploy-trt-onnx' and extra == 'extra-18-nemo-export-deploy-trtllm') or (extra == 'extra-18-nemo-export-deploy-trt-onnx' and extra == 'extra-18-nemo-export-deploy-vllm') or (extra == 'extra-18-nemo-export-deploy-trtllm' and extra == 'extra-18-nemo-export-deploy-vllm')" },
+    { name = "nvidia-modelopt" },
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 ]
 
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 version = "0.13.1"
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+
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+]
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