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ibm-ace-expert
uvaiseo/ibm-ace-expert
ibm-ace-expert is a machine learning model from uvaiseo. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
A fine-tuned LLM specialising in IBM App Connect Enterprise (ACE), IBM API Connect, IBM MQ, and IBM DataPower.
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At a glance
- Access
- Public
- Created
- Jun 26, 2026
- Updated
- Jun 26, 2026
- SHA
- f5e31531
Model card
From the Hugging Face model README
IBM ACE Expert LLM
A fine-tuned LLM specialising in IBM App Connect Enterprise (ACE), IBM API Connect, IBM MQ, and IBM DataPower.
How to run locally
Option 1 — Ollama (easiest)
ollama run hf.co/YOUR_USERNAME/ibm-ace-expert
Option 2 — LM Studio
Download the GGUF file and load it in LM Studio.
Training details
- Base model: Meta-Llama-3.1-8B-Instruct
- Method: LoRA fine-tuning with MLX-LM
- Training data: IBM App Connect Enterprise documentation
- Dataset: ~10,400 Q&A pairs (Claude API + Ollama generated)
- Hardware: Apple M4 Mac (48GB RAM)
- Iterations: 2,000
- Final val loss: 1.105
Topics covered
- IBM App Connect Enterprise (ACE) message flows
- BAR file creation and deployment
- Integration Server and Integration Node management
- ESQL programming
- Configurable services and policy projects
- Migration from IBM Integration Bus to ACE
- IBM MQ queue manager configuration
- IBM API Connect API management
- Created
- Jun 26, 2026
- Updated
- Jun 26, 2026