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HF Optimum Neuron 0.4.1 DLCs #5323

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70286a5
feat: updated huggingface neuronx inference and training containers
tengomucho Nov 14, 2025
8aa1c92
feat: add support for new huggingface vllm neuronx containers
tengomucho Nov 14, 2025
48718e3
test: add image uri test for huggingface vllm neuronx images
tengomucho Nov 14, 2025
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8 changes: 8 additions & 0 deletions src/sagemaker/huggingface/llm_utils.py
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Original file line number Diff line number Diff line change
Expand Up @@ -67,6 +67,14 @@ def get_huggingface_llm_image_uri(
image_scope="inference",
inference_tool="neuronx",
)
if backend == "huggingface-vllm-neuronx":
return image_uris.retrieve(
"huggingface-vllm-neuronx",
region=region,
version=version,
image_scope="inference",
inference_tool="neuronx",
)
if backend == "huggingface-tei":
return image_uris.retrieve(
"huggingface-tei",
Expand Down
92 changes: 90 additions & 2 deletions src/sagemaker/image_uri_config/huggingface-neuronx.json
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Original file line number Diff line number Diff line change
Expand Up @@ -9,7 +9,8 @@
"4.36": "4.36.2",
"4.43": "4.43.2",
"4.48": "4.48.1",
"4.51": "4.51.0"
"4.51": "4.51.0",
"4.55": "4.55.4"
},
"versions": {
"4.28.1": {
Expand Down Expand Up @@ -272,6 +273,49 @@
"sdk2.24.1"
]
}
},
"4.55.4": {
"version_aliases": {
"pytorch2.7": "pytorch2.7.0"
},
"pytorch2.7.0": {
"py_versions": [
"py310"
],
"repository": "huggingface-pytorch-training-neuronx",
"registries": {
"ap-northeast-1": "763104351884",
"ap-south-1": "763104351884",
"ap-south-2": "772153158452",
"ap-southeast-1": "763104351884",
"ap-southeast-2": "763104351884",
"ap-southeast-4": "457447274322",
"ap-southeast-5": "550225433462",
"ap-southeast-7": "590183813437",
"cn-north-1": "727897471807",
"cn-northwest-1": "727897471807",
"eu-central-1": "763104351884",
"eu-central-2": "380420809688",
"eu-south-2": "503227376785",
"eu-west-1": "763104351884",
"eu-west-3": "763104351884",
"il-central-1": "780543022126",
"mx-central-1":"637423239942",
"sa-east-1": "763104351884",
"us-east-1": "763104351884",
"us-east-2": "763104351884",
"us-gov-east-1": "446045086412",
"us-gov-west-1": "442386744353",
"us-west-2": "763104351884",
"ca-west-1": "204538143572"
},
"container_version": {
"inf": "ubuntu22.04"
},
"sdk_versions": [
"sdk2.26.0"
]
}
}
}
},
Expand All @@ -284,7 +328,8 @@
"4.34": "4.34.1",
"4.36": "4.36.2",
"4.43": "4.43.2",
"4.51": "4.51.3"
"4.51": "4.51.3",
"4.55": "4.55.4"
},
"versions": {
"4.28.1": {
Expand Down Expand Up @@ -592,6 +637,49 @@
"sdk2.24.1"
]
}
},
"4.55.4": {
"version_aliases": {
"pytorch2.7": "pytorch2.7.1"
},
"pytorch2.7.1": {
"py_versions": [
"py310"
],
"repository": "huggingface-pytorch-inference-neuronx",
"registries": {
"ap-northeast-1": "763104351884",
"ap-south-1": "763104351884",
"ap-south-2": "772153158452",
"ap-southeast-1": "763104351884",
"ap-southeast-2": "763104351884",
"ap-southeast-4": "457447274322",
"ap-southeast-5": "550225433462",
"ap-southeast-7": "590183813437",
"cn-north-1": "727897471807",
"cn-northwest-1": "727897471807",
"eu-central-1": "763104351884",
"eu-central-2": "380420809688",
"eu-south-2": "503227376785",
"eu-west-1": "763104351884",
"eu-west-3": "763104351884",
"il-central-1": "780543022126",
"mx-central-1":"637423239942",
"sa-east-1": "763104351884",
"us-east-1": "763104351884",
"us-east-2": "763104351884",
"us-gov-east-1": "446045086412",
"us-gov-west-1": "442386744353",
"us-west-2": "763104351884",
"ca-west-1": "204538143572"
},
"container_version": {
"inf": "ubuntu22.04"
},
"sdk_versions": [
"sdk2.26.0"
]
}
}
}
}
Expand Down
38 changes: 38 additions & 0 deletions src/sagemaker/image_uri_config/huggingface-vllm-neuronx.json
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Original file line number Diff line number Diff line change
@@ -0,0 +1,38 @@
{
"inference": {
"processors": [
"inf2"
],
"version_aliases": {
"0.4": "0.4.1"
},
"versions": {
"0.4.1": {
"py_versions": [
"py310"
],
"registries": {
"ap-northeast-1": "763104351884",
"ap-south-1": "763104351884",
"ap-southeast-1": "763104351884",
"ap-southeast-2": "763104351884",
"eu-central-1": "763104351884",
"eu-west-1": "763104351884",
"eu-west-3": "763104351884",
"sa-east-1": "763104351884",
"us-east-1": "763104351884",
"us-east-2": "763104351884",
"us-west-2": "763104351884"
},
"tag_prefix": "0.10.2",
"repository": "huggingface-vllm-inference-neuronx",
"container_version": {
"inf2": "ubuntu22.04"
},
"sdk_versions": [
"sdk2.26.0"
]
}
}
}
}
7 changes: 6 additions & 1 deletion src/sagemaker/image_uris.py
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Original file line number Diff line number Diff line change
Expand Up @@ -41,6 +41,7 @@
HUGGING_FACE_TEI_GPU_FRAMEWORK = "huggingface-tei"
HUGGING_FACE_TEI_CPU_FRAMEWORK = "huggingface-tei-cpu"
HUGGING_FACE_LLM_NEURONX_FRAMEWORK = "huggingface-llm-neuronx"
HUGGING_FACE_VLLM_NEURONX_FRAMEWORK = "huggingface-vllm-neuronx"
XGBOOST_FRAMEWORK = "xgboost"
SKLEARN_FRAMEWORK = "sklearn"
TRAINIUM_ALLOWED_FRAMEWORKS = "pytorch"
Expand Down Expand Up @@ -230,7 +231,11 @@ def retrieve(
container_version = version_config["container_version"][processor]

# Append sdk version in case of trainium instances
if repo in ["pytorch-training-neuron", "pytorch-training-neuronx"]:
if repo in [
"pytorch-training-neuron",
"pytorch-training-neuronx",
"huggingface-vllm-inference-neuronx",
]:
if not sdk_version:
sdk_version = _get_latest_versions(version_config["sdk_versions"])
container_version = sdk_version + "-" + container_version
Expand Down
29 changes: 29 additions & 0 deletions tests/unit/sagemaker/image_uris/test_huggingface_llm.py
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Original file line number Diff line number Diff line change
Expand Up @@ -37,6 +37,11 @@
"1.8.2": "2.0.1-tei1.8.2-cpu-py310-ubuntu22.04",
},
}
HF_VLLM_VERSIONS_MAPPING = {
"inf2": {
"0.4.1": "0.10.2-neuronx-py310-sdk2.26.0-ubuntu22.04",
},
}
HF_VERSIONS_MAPPING = {
"gpu": {
"0.6.0": "2.0.0-tgi0.6.0-gpu-py39-cu118-ubuntu20.04",
Expand Down Expand Up @@ -124,6 +129,30 @@ def test_huggingface_uris(load_config):
assert expected == uri


@pytest.mark.parametrize("load_config", ["huggingface-vllm-neuronx.json"], indirect=True)
def test_huggingface_vllm_neuronx_uris(load_config):
VERSIONS = load_config["inference"]["versions"]
device = load_config["inference"]["processors"][0]
assert device == "inf2"
backend = "huggingface-vllm-neuronx"

# Fail if device is not in mapping
if device not in HF_VLLM_VERSIONS_MAPPING:
raise ValueError(f"Device {device} not found in HF_VLLM_VERSIONS_MAPPING")
for version in VERSIONS:
ACCOUNTS = load_config["inference"]["versions"][version]["registries"]
for region in ACCOUNTS.keys():
uri = get_huggingface_llm_image_uri(backend, region=region, version=version)
expected = expected_uris.huggingface_llm_framework_uri(
"huggingface-vllm-inference-neuronx",
ACCOUNTS[region],
version,
HF_VLLM_VERSIONS_MAPPING[device][version],
region=region,
)
assert expected == uri


@pytest.mark.parametrize(
"load_config", ["huggingface-tei.json", "huggingface-tei-cpu.json"], indirect=True
)
Expand Down