Description
Granite Switch 4.1 8B is a sophisticated large language model designed to handle a variety of tasks through a modular approach. It combines a base model with multiple adapters and an encoder, allowing it to seamlessly transition between natural-language processing, decision-making, and speech-to-text functionalities. This model is particularly notable for its ability to activate adapters on demand using control tokens, which are embedded within the chat template.
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The base model, ibm-granite/granite-4.1-8b, features 8 billion parameters and a context length of 128K tokens. It supports multiple languages, including English, German, Spanish, French, Japanese, and more. The model's architecture is a dense decoder-only transformer, incorporating advanced techniques such as GQA, RoPE, SwiGLU, and RMSNorm.
Granite Switch 4.1 8B includes two primary adapters: the decision aLoRA adapter, which provides general-purpose decision-making capabilities, and the guardian-core aLoRA adapter, which detects safety risks such as harm, profanity, and social bias. Additionally, the model features an embedded speech-to-text capability via the Granite Speech 5.0 TurboCTC encoder, which is optimized for fast transcription tasks.
The model is designed to be flexible and efficient, with a single hosted endpoint that supports chat, decision-making, and audio transcription without the need for separate servers. It is licensed under Apache 2.0, ensuring open access and modification rights. The model is compatible with HuggingFace Transformers and vLLM backends, making it accessible for a wide range of applications.
Granite Switch 4.1 8B is ideal for developers and researchers looking for a versatile LLM that can handle complex tasks across different domains. Its modular design and open-source nature make it a valuable tool for advancing AI research and applications.
- CategoryAI Models & LLMs
- Pricing ModelOpen source
- DeploymentCloud
- PlatformsWeb
Granite Switch 4.1 8B Highlights
Modular LLM architecture
Base model with 8 billion parameters
Supports multiple languages
Decision-making adapter
Safety detection adapter
Embedded speech-to-text encoder
Control token activation
Apache 2.0 license
Getting Started with Granite Switch 4.1 8B
Access model page: Visit the Hugging Face model page
Authenticate: Ensure you have access credentials
Configure: Set up the model with desired adapters
Send prompts: Use the chat template to interact
Fine-tune: Adjust model parameters as needed
Granite Switch 4.1 8B's Use Cases
- Multilingual Chat
- Decision Support
- Speech Transcription
- Safety Monitoring
- AI Research
