| --- |
| license: other |
| base_model: Qwen/Qwen3-8B |
| tags: |
| - compiwer-ai |
| - mtrini |
| - decision-making |
| - research |
| - experimental |
| - lora |
| - qwen3 |
| --- |
| |
| # 🧠 Mtrini-Decision-1.0 |
|
|
| **An experimental decision-model research project by Compiwer AI.** |
|
|
| Mtrini-Decision explores specialized decision-making with a Qwen3-8B |
| backbone, a LoRA adapter, and a learned decision head. |
|
|
| > **Status: Experimental research preview.** |
|
|
| ## Model details |
|
|
| - **Developer:** Compiwer AI |
| - **Base model:** [Qwen/Qwen3-8B](https://huggingface.co/Qwen/Qwen3-8B) |
| - **Checkpoint:** Training step 100 |
| - **Components:** LoRA adapter and `decision_head.pt` |
| - **Research goals:** structured choices, option ranking, and decision scoring |
|
|
| ## Files |
|
|
| - `adapter_config.json`: LoRA configuration |
| - `adapter_model.safetensors`: LoRA adapter weights |
| - `decision_head.pt`: custom decision-head checkpoint |
| - `mtrini_decision_config.json`: model configuration |
| - `release_metrics.json`: release status and caveats |
|
|
| ## Inference |
|
|
| This repository contains a custom decision head. Loading the LoRA adapter |
| with a standard Transformers/PEFT workflow does not automatically run the |
| custom head. |
|
|
| To reproduce decision outputs, users need the exact decision-head class, |
| forward-pass logic, and preprocessing from the training implementation. |
| Those components must match the saved checkpoint. |
|
|
| ## Evaluation and limitations |
|
|
| This is an early research checkpoint, not a claim of state-of-the-art |
| performance or production readiness. Initial evaluation metrics require |
| verification, including target semantics, normalization, and baseline |
| construction. No validated benchmark result is claimed here. |
|
|
| Do not use this experimental model as the sole basis for high-stakes decisions. |
|
|
| ## License |
|
|
| The license is marked `other` pending verification of redistribution rights |
| for the base model, training data, and included artifacts. Review those |
| licenses before redistribution or commercial use. |
|
|
| ## About Compiwer AI |
|
|
| **Building AI For Everyone.** |
|
|
