Deploy audited RTX 6000D Flash-Next 128K multimodal baseline

scripts/multimodal.py

@@ -0,0 +1,31 @@
+"""Verify actual image/video ingestion using deterministic local probes."""
+import argparse
+import base64
+import json
+import time
+import urllib.request
+from pathlib import Path
+
+p=argparse.ArgumentParser()
+p.add_argument('--output',type=Path,required=True)
+p.add_argument('--assets',type=Path,default=Path('/data/flash-next/cache'))
+a=p.parse_args()
+key=(Path(__file__).resolve().parents[1]/'secrets/api-key').read_text().strip()
+cases=[('image','image/png','probe.png','What is the main color of this image? Reply with one English word.', ['red']),
+       ('video','video/mp4','probe.mp4','List the background colors in chronological order. Reply only with the three English color names.', ['red','green','blue'])]
+with a.output.open('x') as out:
+    for kind,mime,name,prompt,colors in cases:
+        url='data:'+mime+';base64,'+base64.b64encode((a.assets/name).read_bytes()).decode()
+        part=kind+'_url'
+        body=dict(model='qwen3.8-flash-next',temperature=0,reasoning_effort='low',max_tokens=1024,
+                  messages=[dict(role='user',content=[dict(type='text',text=prompt),{'type':part,part:{'url':url}}])])
+        start=time.monotonic()
+        req=urllib.request.Request('http://127.0.0.1:8000/v1/chat/completions',data=json.dumps(body).encode(),
+                                   headers={'Content-Type':'application/json','Authorization':'Bearer '+key})
+        with urllib.request.urlopen(req,timeout=600) as response: result=json.load(response)
+        choice=result['choices'][0]; content=choice['message'].get('content') or ''
+        pos=[content.lower().find(c) for c in colors]
+        passed=all(x>=0 for x in pos) and pos==sorted(pos) and choice['finish_reason']=='stop'
+        row=dict(test=kind,passed=passed,elapsed_s=time.monotonic()-start,response=result)
+        line=json.dumps(row,ensure_ascii=False); out.write(line+'\n'); out.flush(); print(line,flush=True)
+        if not passed: raise SystemExit('Multimodal probe failed: '+kind)