farbodtavakkoli/OTel-LLM-12B-Safety
OTel-LLM-12B-Safety by farbodtavakkoli is a 12 billion parameter language model, fine-tuned from google/gemma-3-12b-it, specifically for the telecommunications domain. It was trained on extensive telecom-focused data, including GSMA, 3GPP, and O-RAN specifications. This model excels at RAG applications and question answering within the telecommunications sector, providing specialized knowledge for industry standards and specifications.
Loading preview...
OTel-LLM-12B-Safety: Telecom-Specialized Language Model
OTel-LLM-12B-Safety is a 12 billion parameter language model developed by farbodtavakkoli, part of the OTel Family of Models initiative. It is a full-parameter fine-tuned version of the google/gemma-3-12b-it base model, specifically optimized for the telecommunications industry.
Key Capabilities
- Domain Expertise: Specialized in telecommunications, trained on high-quality data curated by over 200 domain experts from leading organizations like AT&T, GSMA, and Purdue University.
- Comprehensive Training Data: Utilizes diverse telecom data sources including GSMA Permanent Reference Documents, 3GPP Specifications, O-RAN Documentation, RFC Series, and industry whitepapers.
- Robust Infrastructure: Trained using ScalarLM framework on a combination of AMD and NVIDIA GPUs.
Intended Use Cases
- RAG Applications: Optimized for Retrieval Augmented Generation (RAG) systems within the telecommunications domain.
- Question Answering: Highly effective for answering questions related to telecom specifications, standards, and technical documentation.
This model is designed to provide accurate and contextually relevant responses for complex queries in the telecommunications sector, leveraging its specialized training.