\n $\"gpt-oss-20b\"$ \n

\n\n

\n Try gpt-oss �\n Guides �\n System card �\n OpenAI blog\n

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\n\nWelcome to the gpt-oss series, [OpenAI's open-weight models](https://openai.com/open-models) designed for powerful reasoning, agentic tasks, and versatile developer use cases.\n\nWe're releasing two flavors of the open models:\n - `gpt-oss-120b`: for production, general purpose, high reasoning use cases that fits into a single H100 GPU (117B parameters with 5.1B active parameters)\n - `gpt-oss-20b`: for lower latency, and local or specialized use cases (21B parameters with 3.6B active parameters)\n\nBoth models were trained on our [harmony response format](https://github.com/openai/harmony) and should only be used with the harmony format as it will not work correctly otherwise.\n\n# Highlights\n\n* **Permissive Apache 2.0 license:** Build freely without copyleft restrictions or patent risk ideal for experimentation, customization, and commercial deployment.\n* **Configurable reasoning effort:** Easily adjust the reasoning effort (low, medium, high) based on your specific use case and latency needs.\n* **Full chain-of-thought:** Gain complete access to the model's reasoning process, facilitating easier debugging and increased trust in outputs. It's not intended to be shown to end users.\n* **Fine-tunable:** Fully customize models to your specific use case through parameter fine-tuning.\n* **Agentic capabilities:** Use the models' native capabilities for function calling, [web browsing](https://github.com/openai/gpt-oss/tree/main?tab=readme-ov-file#browser), [Python code execution](https://github.com/openai/gpt-oss/tree/main?tab=readme-ov-file#python), and Structured Outputs.\n* **Native MXFP4 quantization:** The models are trained with native MXFP4 precision for the MoE layer, making `gpt-oss-120b` run on a single H100 GPU and the `gpt-oss-20b` model run within 16GB of memory.\n\n- [Original Model Card](https://huggingface.co/openai/gpt-oss-20b)\n- [vLLM Documentation](https://docs.vllm.ai)\n\n### Send Request\n\nYou can use cURL or any REST Client to send a request to the AzureML endpoint with your AzureML token.\n\n```bash\ncurl \\\n -X POST \\\n -d '{\"model\":\"openai/gpt-oss-20b\",\"input\":\"What is Deep Learning?\"}' \\\n -H \"Authorization: Bearer \" \\\n -H \"Content-Type: application/json\"\n```\n\nNote that in this case, since openai/gpt-oss-20b is a reasoning model, the Responses API is preferred over the Chat Completions API, that's why the route is set to `/v1/responses` instead of `/v1/chat/completions`.\n\n### Supported Parameters\n\nThe following are the only **mandatory** parameters to send in the HTTP POST request to `/v1/responses`.\n\n- **model** (string): Model ID used to generate the response, in this case since only a single model is deployed within the same endpoint you can either set it to openai/gpt-oss-20b or leave it blank instead.\n- **input** (str or array): A text, image, or file inputs to the model, or even a list of messages comprising the conversation so far, used to generate the response. Depending on the model you use, different message types (modalities) are supported, like text, images, and audio; whilst in this case only text generation is supported so image and audio inputs are disallowed.\n\nThe rest of the parameters are optional, and since this model is powered by vLLM with an OpenAI compatible interface on top for the Responses API for text generation, then the I/O interfaces for both generation and streaming are the same as in OpenAI Responses API.\n\nYou can find the whole specification of the allowed parameters in [the OpenAI Responses API Specification](https://platform.openai.com/docs/api-reference/responses), or alternatively in the endpoint `/openapi.json` for the current Azure ML Endpoint. Alternatively, vLLM also exposes the OpenAI Chat Completions API, whilst the Responses API is preferred.\n\n### Example payload\n\n```json\n{\n \"model\": \"openai/gpt-oss-20b\",\n \"input\": \"What is Deep Learning?\",\n \"max_output_tokens\": 1024,\n \"temperature\": 0.6,\n \"reasoning\": {\n \"effort\": \"medium\"\n }\n}\n```\n","labels",[923,924,925],"default","latest","invisibleLatest","modelCapabilities","deploymentTypes",[1032,1033],"license","apache-2.0","inferenceTasks",[1031],"fineTuningTasks","fineTuningMethods","inferenceComputeAllowed","fineTuneComputeAllowed","evaluationComputeAllowed","languages",[],"summary","textContextWindow","maxOutputTokens","inputModalities","outputModalities","playgroundRateLimitTier","azureOffers",[1030],"inferenceRetirementDate","finetuneDeprecationDate","finetuneRetirementDate","inferenceDeprecationDate","inferenceLegacyDate","enableMaap","enableBatch","maasInference","maasFineTuning","featured","benchmark","industry","keywords","licenseDescription","\n Apache License\n Version 2.0, January 2004\n http://www.apache.org/licenses/\n\n TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION\n\n 1. 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openai-gpt-oss-20b

Quick facts

Quick start