Tapask/telecom-oss-8b-merged
Tapask/telecom-oss-8b-merged is an 8 billion parameter Llama-3 based language model developed by Tapask, specifically fine-tuned for the telecom OSS/BSS domain. This model excels at generating domain-specific completions related to TMF Frameworx (eTOM, SID, Open APIs) and various telecom operations. It is designed for tasks such as TMF Open API payload generation, eTOM process decomposition, and SID entity relationship reasoning, offering specialized knowledge for the telecommunications industry.
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Telecom OSS/BSS Domain LLM (Merged Standalone)
This 8 billion parameter model, developed by Tapask, is a specialized language model built upon the Meta Llama 3 architecture. It merges a LoRA adapter into the AliMaatouk/LLama-3-8B-Tele base model, making it a standalone solution that does not require PEFT runtime for inference.
Key Capabilities
- TMF Frameworx Expertise: Highly specialized in TMF Frameworx, including eTOM, SID, and Open APIs.
- Domain-Specific Completions: Generates relevant responses for telecom OSS/BSS operations.
- Synthetic Data Training: Fine-tuned on 18,779 synthetic instruction-response pairs across 8 TMF-aligned categories, generated by models like Claude, Kimi K2.5, and GLM-5.
- Standalone Deployment: Provided as a merged model for simpler inference compared to adapter-only versions.
Good For
- TMF Open API Payload Generation: Creating TMF620–TMF700 suite payloads.
- eTOM Process Decomposition: Analyzing Fulfillment, Assurance, and Billing end-to-end flows.
- SID Entity Relationship Reasoning: Understanding ProductOffering, Service, and Resource hierarchies.
- OSS/BSS Architecture Decisions: Assisting with ODA components, build-vs-buy, and MANO choices.
- TMF Spec Q&A: Retrieving technical knowledge from TMF specifications.
- Prototyping and Educational Use: Ideal for domain research and developing assistant-style answers to telecom engineering questions.