NeMo Customizer Training Container - OpenAI GPT-OSS Models

This container provides the training functionality for the NeMo Customizer ecosystem. It is specifically designed to run customization jobs that fine-tune OpenAI GPT-OSS models.

The NeMo Customizer training image executes the model training tasks and creates models that integrate with NVIDIA NIM for LLMs. It makes the jobs scale with the available nodes you have, supporting fine-tuning workloads on a single node with multiple GPUs or in multi-node, multi-GPU configurations.

Resources

Helm Chart | User Guide

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Note: Use, distribution or deployment of this microservice in production requires an NVIDIA AI Enterprise License.
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Governing Terms

The software and materials are governed by the NVIDIA Software License Agreement and the Product-Specific Terms for NVIDIA AI Products.

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It is specifically designed to run customization jobs that fine-tune OpenAI GPT-OSS models.\n\nThe NeMo Customizer training image executes the model training tasks and creates models that integrate with NVIDIA NIM for LLMs. It makes the jobs scale with the available nodes you have, supporting fine-tuning workloads on a single node with multiple GPUs or in multi-node, multi-GPU configurations.\n\n### Resources\n\n[Helm Chart](https://catalog.ngc.nvidia.com/orgs/nvidia/teams/nemo-microservices/helm-charts/nemo-customizer) | [User Guide](https://docs.nvidia.com/nemo/microservices/latest/fine-tune/index.html)\n\n> **Note:** Use, distribution or deployment of this microservice in production requires an NVIDIA AI Enterprise License.\n\n### Governing Terms\n\nThe software and materials are governed by the [NVIDIA Software License Agreement](https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-software-license-agreement/) and the [Product-Specific Terms for NVIDIA AI Products](https://www.nvidia.com/en-us/agreements/enterprise-software/product-specific-terms-for-ai-products/).","NeMo Customizer for OpenAI gpt-oss",["D",1763077390839],"25.11",[222,249,250],"/api/image/nvidia/nemo-microservices/containers/customizer-gpt-oss",27081380273,"hasSignedTag",[245],[236,237,238],[],[232],[],{"_93":233,"_125":233,"_126":234,"_128":235},"signed images",{"_130":235,"_125":233},"system",{"_93":243,"_125":243,"_126":244,"_128":129},{"_93":240,"_125":240,"_126":241,"_128":129},{"_93":124,"_125":124,"_126":239,"_128":129},{"_130":129,"_125":124},"NeMo",{"_130":242,"_125":240},"framework","Fine Tuning",{"_130":129,"_125":243},{"_93":246,"_125":246,"_126":247,"_128":248},"NVIDIA AI Enterprise Supported",{"_130":129,"_125":246},"feature","25.10","25.09",{"_157":1226,"_159":1227},"ngcApps",[1179],"csaApiBaseUrl","https://www.nvidia.com/ai-agents/csa-agent/dcsm","datadogRum",{"_1160":1161,"_1162":1163,"_1164":1165,"_1166":1167,"_1168":262,"_189":288,"_1169":1170,"_1171":51,"_1172":200,"_1173":200,"_1174":1175,"_1176":200,"_1177":1178},"amplitude",{"_1157":1158,"_802":-7,"_1159":26},"disableJs","environment","prod","featureFlagsBlob","JTdCJTIydGVzdEZsYWclMjIlM0FmYWxzZSUyQyUyMnNob3dTZWFyY2hMYWJlbFNldEZpbHRlcnMlMjIlM0FmYWxzZSUyQyUyMmVuYWJsZUNzYVdpZGdldCUyMiUzQWZhbHNlJTJDJTIyZW5hYmxlUHJvZHVjdEdyb3VwaW5nQnlTdWJzY3JpcHRpb24lMjIlM0FmYWxzZSUyQyUyMmNvbnRhaW5lclNjYW5uaW5nUmVkZXNpZ25NMiUyMiUzQWZhbHNlJTdE","featureFlagsGuarded","isDevLikeEnv","isPlaywright","isMobileDevice","categorizedOrgs",{"_1151":1152,"_1153":1154,"_1155":1156},"currentOrgContext","currentContextRoles",[],"enterpriseOrgs",[],"manageableExternalUserGroups",[],"ngcApiOrigin","ngcHelmOrigin","origin","https://catalog.ngc.nvidia.com","usesMocks","theme","year",2026,"now",1787926974873,"1.12.0","defaultSearchSuggestions",{"_1042":369,"_1043":1044,"_1045":1046,"_1047":1048},"announcements",[],"consentState",{"_325":1032,"_1033":200,"_1034":26,"_1035":26,"_1036":1037},"consentConfig",{"_307":308,"_309":310,"_311":312,"_313":314,"_315":316,"_317":318,"_319":320,"_321":322,"_323":324,"_325":326},"showContactAdmin",[],[],[301,302,303,304,305,306],{"_40":62,"_42":68,"_44":64,"_46":-5,"_48":-5,"_50":51},{"_40":62,"_42":65,"_44":45,"_46":66,"_48":67,"_50":51},{"_40":55,"_42":60,"_44":64,"_46":-5,"_48":-5,"_50":51},{"_40":55,"_42":56,"_44":64,"_46":-5,"_48":-5,"_50":51},{"_40":52,"_42":53,"_44":45,"_46":47,"_48":54,"_50":51},{"_40":41,"_42":43,"_44":45,"_46":47,"_48":49,"_50":51},"mainInfoText","We and our third-party partners (including social media, advertising, and analytics partners) use cookies and other tracking technologies to collect, store, monitor, and process certain information about you when you visit our website. 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