Telecom Intelligence Model v7 (Merged)
This is a fine-tuned version of Qwen2.5-7B-Instruct optimized for the telecommunications domain using Unsloth and TRL SFTTrainer.
Model Details
- Base Model: Qwen2.5-7B-Instruct
- Training Dataset:
telco_finetune_FULL_1005ex.jsonl(1,005 high-quality examples) - Task Capabilities:
- Ericsson / Huawei / Nokia LTE PM counter RCA and Formulas.
- Ericsson AMOS CLI & Huawei MML command syntax mapping.
- 5G Core (AMF/SMF/UPF) service analytics and interface debug (N8, N11, N12, PFCP).
- SON Energy Saving automated decision logic.
- Passive monitoring probe and network xDR anomaly detection.
Performance (Token-Overlap F1)
- Mean F1: 0.394
- Median F1: 0.381
- Max F1: 0.867
- Inference Errors: 0%
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Model tree for Aitana47/telecom-intelligence-model-v7-merged
Base model
Qwen/Qwen2.5-7B Finetuned
Qwen/Qwen2.5-7B-Instruct Quantized
unsloth/Qwen2.5-7B-Instruct-bnb-4bit