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festo-llm-experiment-b
vid1203/festo-llm-experiment-b
festo-llm-experiment-b is a machine learning model from vid1203. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
Paper: LLMs as Autonomous Controllers for Multivariable Industrial Fluid Processes Author: Vidyashree Rayar — BTU Cottbus-Senftenberg
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Public
Updated May 27, 2026
Repo size
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.safetensors97.3 MB · 85%
At a glance
- License
- mit
- Access
- Public
- Created
- May 27, 2026
- Updated
- May 27, 2026
- SHA
- 414517a0
Model card
From the Hugging Face model README
Experiment B — Receding Horizon MPC, 9,000 Training Records
Paper: LLMs as Autonomous Controllers for Multivariable Industrial Fluid Processes Author: Vidyashree Rayar — BTU Cottbus-Senftenberg
Introduces 3-step predictive horizon MPC with level-biased cost function (2×level + 1×temp). SP+CoT+P achieves 100% level accuracy. Content hallucination rises to 39.2%, making the safety layer essential.
Base Model
meta-llama/Llama-3.2-3B-Instruct fine-tuned with QLoRA (4-bit NF4, LoRA r=16, alpha=32, rsLoRA enabled).
Code & Results
- License
- mit
- Languages
- en
- Created
- May 27, 2026
- Updated
- May 27, 2026