docs/SPACE_VLM_REPORT.md

# Space VLM Validation Report

- Generated at: 2026-06-09 01:54:43 UTC
- Space URL: https://huggingface.co/spaces/build-small-hackathon/ObjectverseDiary
- Space repo: `build-small-hackathon/ObjectverseDiary`
- Overall status: PASS
- Vision backend expected: `minicpm-v`
- Text backend expected: `mock`

## Space Configuration

- Applied configuration:
  - `repo_id`: `build-small-hackathon/ObjectverseDiary`
  - `hardware`: `zero-a10g`
  - `OBJECTVERSE_VISION_BACKEND`: `minicpm-v`
  - `VISION_MODEL_ID`: `openbmb/MiniCPM-V-2_6`
  - `OBJECTVERSE_TEXT_BACKEND`: `mock`
- Rollback configuration: not applied by this run; live MiniCPM-V configuration remains active.

## Vision Runtime Probe

- `backend`: `minicpm-v`
- `vision_model_id`: `openbmb/MiniCPM-V-2_6`
- `torch_import`: `True`
- `transformers_import`: `True`
- `cuda_available`: `True`
- `device_count`: `1`
- `device_name`: `NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb`
- `mps_available`: `False`
- `minicpm_load_attempted`: `True`
- `minicpm_load_ok`: `True`
- Errors: none

## Results

### Coffee mug

- Status: PASS
- Source: https://commons.wikimedia.org/wiki/File:Striped_coffee_mug.jpg
- Local temporary image: `.tmp/space-vlm-assets/mug.jpg`
- Object name: `Coffee Mug`
- Visible features: Striped pattern, Handle, Matte finish
- Likely context: `On a table or countertop in a home or café setting.`
- Confidence: 0.90
- Runtime vision: `minicpm-v object understanding`
- Runtime text: `mock persona and diary generation`
- Fallbacks: mock-text-runtime

### Computer keyboard

- Status: PASS
- Source: https://commons.wikimedia.org/wiki/File:Computer_keyboard.jpg
- Local temporary image: `.tmp/space-vlm-assets/keyboard.jpg`
- Object name: `computer keyboard`
- Visible features: QWERTY layout, function keys (F1-F12), numeric keypad
- Likely context: `office or home workspace`
- Confidence: 0.80
- Runtime vision: `minicpm-v object understanding`
- Runtime text: `mock persona and diary generation`
- Fallbacks: mock-text-runtime

### Running shoe

- Status: PASS
- Source: https://commons.wikimedia.org/wiki/File:Running_shoes.jpg
- Local temporary image: `.tmp/space-vlm-assets/shoe.jpg`
- Object name: `Running Shoe`
- Visible features: Purple and pink mesh upper with reflective silver lines, Bright yellow laces, Green and white midsole
- Likely context: `Outdoor sports or athletic activities`
- Confidence: 0.90
- Runtime vision: `minicpm-v object understanding`
- Runtime text: `mock persona and diary generation`
- Fallbacks: mock-text-runtime

## Notes

- Test images are temporary public Wikimedia Commons assets and are not committed.
- No tokens, secrets, or private file paths should be recorded in this report.
- If live validation fails, run the documented rollback command to switch `OBJECTVERSE_VISION_BACKEND` back to `mock`.