gpt-oss-120b · Hugging Face

Description

gpt-oss-120b is part of OpenAI's gpt-oss series, which aims to advance and democratize artificial intelligence through open source and open science. This model is specifically designed for powerful reasoning and versatile developer use cases, making it ideal for production environments.

With 117 billion parameters and 5.1 billion active parameters, gpt-oss-120b is optimized for general-purpose tasks that require high reasoning capabilities. It can efficiently run on a single 80GB GPU, such as the NVIDIA H100 or AMD MI300X, allowing developers to leverage its capabilities without needing extensive hardware resources.

One of the key features of gpt-oss-120b is its permissive Apache 2.0 license, which allows users to build freely without copyleft restrictions or patent risks. This makes it an excellent choice for experimentation, customization, and commercial deployment. Additionally, users can configure the reasoning effort to suit their specific needs, with options for low, medium, or high reasoning levels, depending on the required latency and detail.

The model provides full chain-of-thought access, enabling users to understand the model's reasoning process, which facilitates easier debugging and increases trust in the outputs. Furthermore, gpt-oss-120b is fine-tunable, allowing developers to customize the model to their specific use cases through parameter fine-tuning.

gpt-oss-120b also boasts agentic capabilities, enabling function calling, web browsing, Python code execution, and structured outputs. This versatility makes it suitable for a wide range of applications, from web browsing tasks to more complex agentic operations. The model has been post-trained with MXFP4 quantization, ensuring efficient performance on supported hardware.

In summary, gpt-oss-120b is a powerful AI model that combines high reasoning capabilities with flexibility and ease of use, making it a valuable tool for developers looking to implement advanced AI solutions in their projects.

gpt-oss-120b Highlights

• 117B parameters

• 5.1B active parameters

• Apache 2.0 license

• Configurable reasoning effort

• Full chain-of-thought access

• Fine-tunable

• Agentic capabilities

• MXFP4 quantization

Getting Started with gpt-oss-120b

1. 1

   Access page: Visit the Hugging Face model page for gpt-oss-120b.

2. 2

   Load model: Download the model weights using Hugging Face CLI.

3. 3

   Configure environment: Set up your environment with necessary dependencies.

4. 4

   Integrate: Use the model with Transformers or vLLM for deployment.

5. 5

   Fine-tune: Customize the model parameters for your specific use case.

gpt-oss-120b's Use Cases

• Web browsing
• Function calling
• Agentic operations
• Fine-tuning
• Dialogue systems

FAQ from gpt-oss-120b

• What is gpt-oss-120b?

  gpt-oss-120b is an open-weight AI model designed for high reasoning tasks.

• How many parameters does gpt-oss-120b have?

  gpt-oss-120b has 117 billion parameters.

• What license does gpt-oss-120b use?

  It uses a permissive Apache 2.0 license.

• Can gpt-oss-120b be fine-tuned?

  Yes, it can be fine-tuned for specific use cases.

• What hardware is required to run gpt-oss-120b?

  It can run on a single 80GB GPU like NVIDIA H100 or AMD MI300X.

• What are the reasoning levels available?

  Reasoning levels can be set to low, medium, or high.

• What are the agentic capabilities of gpt-oss-120b?

  It supports function calling, web browsing, and Python code execution.

• How can I download gpt-oss-120b?

  You can download it from the Hugging Face Hub using the CLI.