# v1.1.3

Release date: 2026-03-18

## Overview

This patch release hardens the final mile of the local Mistral/Ollama workflow. The SDK now validates a real tiny generation during `local-check`, retries once on short disconnects, and gives much clearer guidance when a local model is too heavy for the current machine state.

## Highlights

- `iints ai local-check` now performs a tiny generation smoke-test by default
- Local Ollama generation retries once before failing on transient disconnects
- Generation disconnects now surface explicit recovery guidance:
  - confirm direct inference with `ollama run ...`
  - rerun `iints ai local-check`
  - switch to `ministral-3:3b` on tighter hardware
- Documentation now explains the practical fallback path when `ministral-3:8b` is installed but unstable during inference

## Recommended Verification Flow

```bash
python -m pip install -U "iints-sdk-python35[mdmp]==1.1.3"
ollama pull ministral-3:3b
iints ai local-check --model ministral-3:3b
iints ai report results/<run_id> --model ministral-3:3b
```

## Stability Notes

- Research use only
- Not a medical device
- No clinical dosing advice
- AI output remains blocked unless MDMP verification succeeds and the minimum grade requirement is met
