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@@ -0,0 +1 @@
+A futuristic glass greenhouse dome on Mars with rows of tomato plants under LED growth lights and the red rocky landscape visible outside.
\ No newline at end of file
diff --git a/t2i-ddt-n28_2d1152_2048hd72_128-rae-langpe-vit-l-vpred-t4-norepa-v0_ep-0000020_simpleeval_prompts_steps50_cfg7/00193.png b/t2i-ddt-n28_2d1152_2048hd72_128-rae-langpe-vit-l-vpred-t4-norepa-v0_ep-0000020_simpleeval_prompts_steps50_cfg7/00193.png
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+version https://git-lfs.github.com/spec/v1
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@@ -0,0 +1 @@
+Vintage biplane caught mid-barrel roll above rugged coastal cliffs, gulls in the air and waves crashing against rocks below.
\ No newline at end of file
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@@ -0,0 +1 @@
+Slow-motion capture of a ceramic teapot shattering on a tiled kitchen floor, fractured pieces and spilled tea creating a scattered pattern.
\ No newline at end of file
diff --git a/t2i-ddt-n28_2d1152_2048hd72_128-rae-langpe-vit-l-vpred-t4-norepa-v0_ep-0000020_simpleeval_prompts_steps50_cfg7/00195.png b/t2i-ddt-n28_2d1152_2048hd72_128-rae-langpe-vit-l-vpred-t4-norepa-v0_ep-0000020_simpleeval_prompts_steps50_cfg7/00195.png
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+version https://git-lfs.github.com/spec/v1
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@@ -0,0 +1 @@
+Portrait of a tabby cat wearing a knitted red scarf, sitting on a frosty windowsill with snow-covered trees visible through the glass.
\ No newline at end of file
diff --git a/t2i-ddt-n28_2d1152_2048hd72_128-rae-langpe-vit-l-vpred-t4-norepa-v0_ep-0000020_simpleeval_prompts_steps50_cfg7/00196.png b/t2i-ddt-n28_2d1152_2048hd72_128-rae-langpe-vit-l-vpred-t4-norepa-v0_ep-0000020_simpleeval_prompts_steps50_cfg7/00196.png
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+version https://git-lfs.github.com/spec/v1
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@@ -0,0 +1 @@
+Market stall at dusk selling hand-painted Venetian masks hanging under string lights, a vendor arranging masks on a wooden table.
\ No newline at end of file
diff --git a/t2i-ddt-n28_2d1152_2048hd72_128-rae-langpe-vit-l-vpred-t4-norepa-v0_ep-0000020_simpleeval_prompts_steps50_cfg7/00197.png b/t2i-ddt-n28_2d1152_2048hd72_128-rae-langpe-vit-l-vpred-t4-norepa-v0_ep-0000020_simpleeval_prompts_steps50_cfg7/00197.png
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+version https://git-lfs.github.com/spec/v1
+oid sha256:068321a2f07022e22e2528a1a735a5f8e03e23fd512fe839388f1bb5b1d1b414
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+A solitary wooden piano on cracked salt flats with a woman in a white dress playing as the sun sets, long shadows stretching across the ground.
\ No newline at end of file
diff --git a/t2i-ddt-n28_2d1152_2048hd72_128-rae-langpe-vit-l-vpred-t4-norepa-v0_ep-0000020_simpleeval_prompts_steps50_cfg7/00198.png b/t2i-ddt-n28_2d1152_2048hd72_128-rae-langpe-vit-l-vpred-t4-norepa-v0_ep-0000020_simpleeval_prompts_steps50_cfg7/00198.png
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+version https://git-lfs.github.com/spec/v1
+oid sha256:ca04b9baaa49054b957363c9ed53dd13efe1c981217c7408a68bad6a27e1f4dc
+size 121546
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@@ -0,0 +1 @@
+A lone fisherman in a small wooden boat casting a net into a bioluminescent lagoon at night, glowing blue water rippling around him.
\ No newline at end of file
diff --git a/t2i-ddt-n28_2d1152_2048hd72_128-rae-langpe-vit-l-vpred-t4-norepa-v0_ep-0000020_simpleeval_prompts_steps50_cfg7/00199.png b/t2i-ddt-n28_2d1152_2048hd72_128-rae-langpe-vit-l-vpred-t4-norepa-v0_ep-0000020_simpleeval_prompts_steps50_cfg7/00199.png
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+version https://git-lfs.github.com/spec/v1
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+Cutaway cross-section of a modern apartment building showing four distinct rooms with different interior styles and visible inhabitants going about daily tasks.
\ No newline at end of file
diff --git a/t2i-ddt-n28_2d1152_2048hd72_128-rae-langpe-vit-l-vpred-t4-norepa-v0_ep-0000020_simpleeval_prompts_steps50_cfg7/vqascore_qwen3-vl-8b.npy b/t2i-ddt-n28_2d1152_2048hd72_128-rae-langpe-vit-l-vpred-t4-norepa-v0_ep-0000020_simpleeval_prompts_steps50_cfg7/vqascore_qwen3-vl-8b.npy
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@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
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diff --git a/viewer/README.md b/viewer/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..7c52c119d9af18b19f567a0266efc9be72f8572a
--- /dev/null
+++ b/viewer/README.md
@@ -0,0 +1,49 @@
+# SimpleEval per-prompt viewer
+
+Step through the same prompt's images across the runs in
+`test/simpleeval_sampled_inference/` (one column per run, e.g. `ep10·cfg9`,
+`ep20·cfg7`), one prompt at a time.
+
+## Run it
+
+```bash
+cd /scratch3/len091/nanogen_repos/nanogen_inf
+python test/simpleeval_sampled_inference/viewer/gen_manifest.py --serve
+```
+
+It prints the URL, e.g.:
+
+```
+http://virga-login:8000/test/simpleeval_sampled_inference/viewer/index.html
+```
+
+Remote machine? Forward the port first, then open the `localhost` URL:
+
+```bash
+ssh -L 8000:localhost:8000 virga-login
+```
+
+Use `--port N` for a different port.
+
+## Controls
+
+- `←` / `→`, **Prev** / **Next**, or the slider — step through prompts
+- **Random** (or press `r`) — jump to a random prompt
+- prompt **#** box — jump to a specific index
+- **size** slider — scale the images; click an image to open it full-res
+
+## Scores
+
+Each run's `vqascore_qwen3-vl-8b.npy` (one score per image, 0–1) is shown under
+the image, colored red→green by value, with the run's mean score in the column
+header. Runs without that `.npy` show `—`.
+
+## Notes
+
+- Under `--serve`, the manifest is rebuilt live on each page load, so adding more
+  run folders (other epochs/cfgs) into `simpleeval_sampled_inference/` just shows
+  up as new columns on refresh. A `not generated` placeholder appears for any run
+  missing a given prompt index.
+- Without `--serve` you can instead serve the repo root with `python -m http.server`
+  and open the same path; it then reads the static `manifest.json` snapshot that
+  `gen_manifest.py` also writes (re-run the script to refresh it).
diff --git a/viewer/gen_manifest.py b/viewer/gen_manifest.py
new file mode 100644
index 0000000000000000000000000000000000000000..598bde1bd15bc29aa6b7746533215931a8995dca
--- /dev/null
+++ b/viewer/gen_manifest.py
@@ -0,0 +1,145 @@
+#!/usr/bin/env python
+"""Manifest builder + optional server for the simpleeval per-prompt viewer.
+
+Scans the parent dir (test/simpleeval_sampled_inference) for run folders named
+'..._ep-<N>_..._cfg<X>', one column per run (labeled 'ep<N> . cfg<X>', sorted by
+ep then cfg). For each prompt index it lists the image stems present (union) and
+the prompt text (from the first run's .txt sidecars). Lets you step through the
+same prompt across runs, one by one.
+
+Usage:
+    python test/simpleeval_sampled_inference/viewer/gen_manifest.py            # write manifest.json
+    python test/simpleeval_sampled_inference/viewer/gen_manifest.py --serve    # write + serve + print URL
+"""
+import argparse
+import functools
+import http.server
+import json
+import re
+import socket
+from pathlib import Path
+
+import numpy as np
+
+LABEL_RE = re.compile(r"_ep-(\d+).*_cfg(\d+(?:\.\d+)?)$")
+SCORE_NAME = "vqascore_qwen3-vl-8b"      # per-image scores, one .npy per run dir
+
+
+def build_manifest(base, rel_prefix: str) -> dict:
+    base = Path(base)
+    pad = 5
+    available: set[int] = set()
+    items = []
+    for d in sorted(base.iterdir()) if base.exists() else []:
+        if not d.is_dir() or d.name == "viewer":
+            continue
+        pngs = list(d.glob("*.png"))
+        if not pngs:
+            continue
+        m = LABEL_RE.search(d.name)
+        if m:
+            ep, cfg = int(m.group(1)), m.group(2)
+            key, label = (ep, float(cfg)), f"ep{ep} · cfg{cfg}"
+        else:
+            key, label = (0, 0.0), d.name
+        idxs = []
+        for p in pngs:
+            try:
+                idxs.append(int(p.stem))
+                pad = len(p.stem)
+            except ValueError:
+                pass
+        available |= set(idxs)
+
+        # per-image scores (index i -> score for image i), if present
+        scores, mean = None, None
+        sp = d / f"{SCORE_NAME}.npy"
+        if sp.exists():
+            arr = np.load(sp).ravel()
+            scores = [float(x) for x in arr.tolist()]
+            mean = float(arr.mean()) if arr.size else None
+
+        items.append((key, {"label": label, "dir": d.name, "count": len(idxs),
+                            "scores": scores, "mean": mean}))
+
+    items.sort(key=lambda x: x[0])
+    runs = [it[1] for it in items]
+
+    prompts_by_idx = {}
+    if runs:
+        ref = base / runs[0]["dir"]
+        for p in ref.glob("*.txt"):
+            try:
+                prompts_by_idx[int(p.stem)] = p.read_text().strip()
+            except ValueError:
+                pass
+    nmax = max(available) if available else -1
+    prompts = [prompts_by_idx.get(i, "") for i in range(nmax + 1)]
+
+    return {"rel_prefix": rel_prefix, "pad": pad, "runs": runs,
+            "available": sorted(available), "prompts": prompts, "score_name": SCORE_NAME}
+
+
+def serve(repo_root: Path, base, rel_prefix: str, manifest_url: str, port: int):
+    class Handler(http.server.SimpleHTTPRequestHandler):
+        def __init__(self, *a, **k):
+            super().__init__(*a, directory=str(repo_root), **k)
+
+        def log_message(self, *a):
+            return
+
+        def do_GET(self):
+            if self.path.split("?")[0] == manifest_url:
+                body = json.dumps(build_manifest(base, rel_prefix)).encode()
+                self.send_response(200)
+                self.send_header("Content-Type", "application/json")
+                self.send_header("Content-Length", str(len(body)))
+                self.send_header("Cache-Control", "no-store")
+                self.end_headers()
+                self.wfile.write(body)
+                return
+            super().do_GET()
+
+    host = socket.gethostname()
+    page = manifest_url.rsplit("/", 1)[0] + "/index.html"
+    httpd = http.server.ThreadingHTTPServer(("0.0.0.0", port), Handler)
+    print("\n" + "=" * 60 + f"""
+  SimpleEval viewer is live. Open:
+    http://{host}:{port}{page}
+    http://localhost:{port}{page}
+  (remote? forward first:  ssh -L {port}:localhost:{port} {host})
+  Ctrl-C to stop.
+""" + "=" * 60, flush=True)
+    try:
+        httpd.serve_forever()
+    except KeyboardInterrupt:
+        print("\nstopped")
+        httpd.server_close()
+
+
+def main():
+    here = Path(__file__).resolve().parent          # .../viewer
+    base = here.parent                               # .../simpleeval_sampled_inference
+    repo_root = here.parents[2]                      # repo root (test/<dir>/viewer -> repo)
+    manifest_url = "/" + str(here.relative_to(repo_root)).replace("\\", "/") + "/manifest.json"
+
+    ap = argparse.ArgumentParser()
+    ap.add_argument("--base", default=str(base))
+    ap.add_argument("--rel-prefix", default="..")    # images are one dir up from viewer/
+    ap.add_argument("--out", default=str(here / "manifest.json"))
+    ap.add_argument("--serve", action="store_true")
+    ap.add_argument("--port", type=int, default=8000)
+    args = ap.parse_args()
+
+    m = build_manifest(args.base, args.rel_prefix)
+    Path(args.out).write_text(json.dumps(m))
+    print(f"Wrote {args.out}  ({len(m['runs'])} runs, {len(m['available'])} prompts)")
+    for r in m["runs"]:
+        print(f"  {r['label']:16s} {r['dir']}  ({r['count']} images)")
+
+    if args.serve:
+        serve(repo_root, args.base, args.rel_prefix, manifest_url, args.port)
+
+
+if __name__ == "__main__":
+    main()
diff --git a/viewer/index.html b/viewer/index.html
new file mode 100644
index 0000000000000000000000000000000000000000..21526e2a19f329ca704b3ed5957017954fe82277
--- /dev/null
+++ b/viewer/index.html
@@ -0,0 +1,144 @@
+<!doctype html>
+<html lang="en">
+<head>
+<meta charset="utf-8">
+<meta name="viewport" content="width=device-width, initial-scale=1">
+<title>SimpleEval — per-prompt viewer</title>
+<style>
+  :root { --bg:#111; --panel:#1b1b1f; --fg:#eee; --muted:#9aa0aa; --accent:#4c9ffe; --imgw:360px; }
+  * { box-sizing: border-box; }
+  body { margin:0; font-family: ui-sans-serif, system-ui, -apple-system, Segoe UI, Roboto, sans-serif;
+         background: var(--bg); color: var(--fg); }
+  header { position: sticky; top:0; z-index:10; background: var(--panel);
+           padding: 10px 16px; border-bottom:1px solid #2a2a30; }
+  .row { display:flex; gap:14px; align-items:center; flex-wrap:wrap; }
+  input[type="number"], button { background:#23232a; color:var(--fg);
+           border:1px solid #34343c; border-radius:6px; padding:6px 9px; font-size:14px; }
+  button { cursor:pointer; } button:hover { border-color: var(--accent); }
+  button.rand { border-color: var(--accent); color: var(--accent); font-weight:600; }
+  label { color: var(--muted); font-size:13px; }
+  input[type="range"] { vertical-align: middle; accent-color: var(--accent); }
+  #counter { font-variant-numeric: tabular-nums; min-width: 150px; display:inline-block; }
+  #prompt { padding:10px 16px; color:#dfe3ea; background:#16161a; border-bottom:1px solid #2a2a30;
+            white-space:pre-wrap; line-height:1.45; font-size:15px; }
+  #prompt .pidx { color: var(--accent); font-weight:600; margin-right:8px; }
+  #grid { display:flex; gap:16px; padding:16px; flex-wrap:wrap; align-items:flex-start; }
+  .cell { text-align:center; }
+  .cell .name { color:#cfd3da; font-size:14px; font-weight:600; margin-bottom:6px; }
+  .cell .box { width: var(--imgw); height: var(--imgw); border:1px solid #2a2a30; border-radius:6px;
+               background:#000; display:flex; align-items:center; justify-content:center; overflow:hidden; }
+  .cell img { width:100%; height:100%; object-fit:contain; cursor:zoom-in; }
+  .cell .ph { color:#555; font-size:13px; padding:10px; }
+  .cell .name .mean { color: var(--muted); font-weight:400; }
+  .cell .score { margin-top:6px; font-size:15px; font-weight:600; font-variant-numeric: tabular-nums; }
+  .cell .score .lbl { color: var(--muted); font-size:11px; font-weight:400; margin-right:5px; }
+  .cell .score .na { color:#555; font-weight:400; }
+  .hint { color: var(--muted); font-size:12px; }
+</style>
+</head>
+<body>
+<header>
+  <div class="row">
+    <button id="prev">◀ Prev</button>
+    <button id="next">Next ▶</button>
+    <button id="random" class="rand">🎲 Random</button>
+    <input type="range" id="slider" min="0" value="0">
+    <span id="counter"></span>
+    <label>prompt #</label>
+    <input type="number" id="idxInput" min="0" style="width:90px">
+    <label>size</label>
+    <input type="range" id="size" min="200" max="640" step="20" value="360" style="width:120px">
+    <span class="hint">← / → step · r = random</span>
+  </div>
+</header>
+<div id="prompt"></div>
+<div id="grid"></div>
+
+<script>
+let M = null, pos = 0;        // pos = index into M.available
+const $ = id => document.getElementById(id);
+const pad = (n, w) => String(n).padStart(w, '0');
+
+async function loadManifest() {
+  for (const url of ['manifest.json']) {
+    try { const r = await fetch(url, {cache:'no-store'}); if (r.ok) return await r.json(); } catch (e) {}
+  }
+  throw new Error('no manifest');
+}
+
+async function init() {
+  try { M = await loadManifest(); }
+  catch (e) { $('prompt').textContent = 'Failed to load manifest — run gen_manifest.py (or --serve) and open over http.'; return; }
+  if (!M.available.length) { $('prompt').textContent = 'No images found yet.'; return; }
+  $('slider').max = M.available.length - 1;
+  $('prev').onclick = () => go(pos - 1);
+  $('next').onclick = () => go(pos + 1);
+  $('random').onclick = () => go(Math.floor(Math.random() * M.available.length));
+  $('slider').oninput = e => go(+e.target.value);
+  $('idxInput').onchange = e => goToPromptIdx(+e.target.value);
+  $('size').oninput = e => document.documentElement.style.setProperty('--imgw', e.target.value + 'px');
+  document.addEventListener('keydown', e => {
+    if (e.target.tagName === 'INPUT') return;
+    if (e.key === 'ArrowRight') { go(pos + 1); e.preventDefault(); }
+    else if (e.key === 'ArrowLeft') { go(pos - 1); e.preventDefault(); }
+    else if (e.key === 'r' || e.key === 'R') { go(Math.floor(Math.random() * M.available.length)); }
+  });
+  go(0);
+}
+
+function goToPromptIdx(want) {
+  let lo = 0, hi = M.available.length - 1, best = 0;
+  while (lo <= hi) { const mid = (lo+hi)>>1;
+    if (M.available[mid] <= want) { best = mid; lo = mid+1; } else hi = mid-1; }
+  go(best);
+}
+
+function go(p) {
+  pos = Math.max(0, Math.min(p, M.available.length - 1));
+  const idx = M.available[pos];
+  $('slider').value = pos;
+  $('idxInput').value = idx;
+  $('counter').textContent = `#${idx}  (${pos + 1}/${M.available.length})`;
+  $('prompt').innerHTML = `<span class="pidx">#${idx}</span>` +
+      (M.prompts[idx] || '<em style="color:#666">(no prompt text)</em>');
+
+  const scoreLbl = M.score_name || 'score';
+  const grid = $('grid');
+  grid.innerHTML = '';
+  for (const r of M.runs) {
+    const src = `${M.rel_prefix}/${r.dir}/${pad(idx, M.pad)}.png`;
+    const cell = document.createElement('div');
+    cell.className = 'cell';
+    const meanStr = (r.mean != null) ? ` <span class="mean">· mean ${r.mean.toFixed(3)}</span>` : '';
+    cell.innerHTML = `<div class="name">${r.label}${meanStr}</div>`;
+
+    const box = document.createElement('div');
+    box.className = 'box';
+    const img = document.createElement('img');
+    img.loading = 'lazy';
+    img.src = src;
+    img.title = `${r.label} — ${pad(idx, M.pad)}.png`;
+    img.onclick = () => window.open(src, '_blank');
+    img.onerror = () => { box.innerHTML = '<div class="ph">not generated</div>'; };
+    box.appendChild(img);
+    cell.appendChild(box);
+
+    // per-image score
+    const s = (r.scores && r.scores[idx] != null) ? r.scores[idx] : null;
+    const score = document.createElement('div');
+    score.className = 'score';
+    if (s == null) {
+      score.innerHTML = `<span class="lbl">${scoreLbl}</span><span class="na">—</span>`;
+    } else {
+      score.innerHTML = `<span class="lbl">${scoreLbl}</span>` +
+          `<span style="color:hsl(${s * 120},65%,55%)">${s.toFixed(3)}</span>`;
+    }
+    cell.appendChild(score);
+    grid.appendChild(cell);
+  }
+}
+
+init();
+</script>
+</body>
+</html>
diff --git a/viewer/manifest.json b/viewer/manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..d2f8510d8ef0629ef48482dc3f8bc3f1691bf61d
--- /dev/null
+++ b/viewer/manifest.json
@@ -0,0 +1 @@
+{"rel_prefix": "..", "pad": 5, "runs": [{"label": "ep10 \u00b7 cfg9", "dir": "t2i-ddt-n28_2d1152_2048hd72_128-rae-langpe-vit-l-vpred-t4-norepa-v0_ep-0000010_simpleeval_prompts_steps50_cfg9", "count": 200, "scores": [0.2253384292125702, 0.9151759743690491, 0.9603602886199951, 0.9996616840362549, 0.9745070338249207, 0.9408521056175232, 0.6471947431564331, 0.2995295822620392, 0.9998477697372437, 0.9058992266654968, 0.9624685049057007, 0.9976939558982849, 0.4262140989303589, 0.9449341893196106, 0.6867697238922119, 0.8892279863357544, 0.999171257019043, 0.9887034296989441, 0.054906077682971954, 0.996107280254364, 0.9952237010002136, 0.999919056892395, 0.9961001873016357, 0.9850976467132568, 0.9999908208847046, 0.988105058670044, 0.999951958656311, 0.9950380921363831, 0.9997527003288269, 0.9981250166893005, 0.9999381303787231, 0.99937504529953, 0.8260628581047058, 0.0006552328122779727, 0.029093436896800995, 0.006990935653448105, 0.0008291316335089505, 0.8511059880256653, 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0.9951098561286926, 0.916419267654419, 0.9919354915618896, 1.8542604607318935e-07, 8.602982234151568e-06, 0.9613837599754333, 0.16252069175243378, 0.9986363053321838, 0.9715061783790588, 9.639251402404625e-06, 0.00020411272998899221, 0.7234507203102112, 9.287236753152683e-05, 0.9999666213989258, 0.997694194316864, 0.9999574422836304, 2.219912403234048e-06, 0.003129880642518401], "mean": 0.6429036611506292}, {"label": "ep20 \u00b7 cfg7", "dir": "t2i-ddt-n28_2d1152_2048hd72_128-rae-langpe-vit-l-vpred-t4-norepa-v0_ep-0000020_simpleeval_prompts_steps50_cfg7", "count": 200, "scores": [4.386672662803903e-05, 0.8826689720153809, 0.03318428993225098, 0.9892818927764893, 0.9747226238250732, 0.9909030795097351, 0.005160910543054342, 0.22529493272304535, 0.009712331928312778, 0.17653590440750122, 0.004060988314449787, 0.9558524489402771, 0.3603808283805847, 0.0015517212450504303, 0.9657425880432129, 0.010595494881272316, 0.9972250461578369, 0.9996531009674072, 0.011096197180449963, 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43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199], "prompts": ["An elderly fisherman in a weathered oilskin jacket mends a frayed net on a wooden pier at dawn, gulls perched on the pilings and a small skiff bobbing in the harbor.", "Close-up of a spiderweb covered in morning dew stretched between tall grasses, each droplet reflecting the meadow behind it.", "Interior of a narrow neon-lit ramen shop at night, steam rising from bowls, a single customer hunched over chopsticks and a chef behind the counter.", "A black steam locomotive thunders across a steel trestle bridge with snowy peaks in the background, plume of smoke trailing into a pale sky.", "Outdoor market scene in Marrakech: vendors arranging colorful rugs and baskets of spices, customers bargaining under canvas awnings.", "Extreme close-up of a butterfly wing showing the iridescent scales and tiny hairs, vibrant blue and black pattern filling the frame.", "A compact delivery drone hovers above a busy city sidewalk delivering a small parcel to a balcony, glass skyscrapers and billboards around.", "Medieval blacksmith in a forge hammering a glowing sword on an anvil, sparks flying and tongs holding the metal illuminated by firelight.", "Backstage of a theater: a ballet dancer sits on a bench tying pointe shoes, costumes hanging and stage lights visible through the open curtain.", "Aerial view of terraced rice fields curving down a hillside with farmers bent over planting seedlings in flooded paddies.", "A Mars rover examines a layered red rock outcrop with its robotic arm extended, a dusty horizon and faint sky visible beyond.", "A glassblower at a bench shapes a glowing orange goblet with a blowpipe and wooden tools, molten glass reflecting workshop windows.", "Macro shot of a vintage wristwatch movement: brass gears, polished screws, and a small balance wheel in motion.", "Public plaza dominated by a giant kinetic sculpture of rotating metal petals, families walking around and children touching the moving elements.", "Underwater coral reef scene with a diver photographing a bright anemone and clownfish darting among the corals.", "An abandoned Victorian greenhouse with broken panes, rusted iron framework and lush plants reclaiming the interior on tiled paths.", "Night market food stall grilling skewered meat over charcoal, smoke curling up, customers pointing and vendors flipping skewers.", "A quiet antique library reading room: tall wooden shelves, ladder on rails, sunbeams through high windows and dust motes in the air.", "A cluster of colorful hot-air balloons rising above the honeycombed rock spires of Cappadocia at sunrise, pilots in wicker baskets.", "A herd of African elephants walking across the golden savannah toward a waterhole at sunset, dust rising around their feet.", "Close-up of a partially revealed fossil embedded in sandstone, fine fracture lines and matrix dust visible around the fossilized bone.", "A rooftop garden with raised wooden planters, a row of solar panels, potted herbs and a tabby cat lounging near the edge.", "Busy city intersection from street level during rush hour: cars, buses, bicyclists and pedestrians crossing under traffic lights and signage.", "Traditional Japanese tea ceremony setup on tatami mats: a ceramic tea bowl, bamboo whisk, kettle and a scroll hanging on the alcove wall.", "A small child concentrating as they stack a tall tower of colorful Lego bricks on a carpeted living room floor, scattered bricks around.", "An industrial robot arm on a factory line picks and places tiny circuit boards under bright work lights while a technician monitors a screen.", "Portrait of an elderly woman sitting in a wooden chair, hands knitting a patterned scarf, close view of her lined face and spectacles.", "Mountain rescue team in bright orange jackets carries an injured hiker on a stretcher across snow toward a waiting helicopter on a glacier.", "Interior of a 1950s-style diner: chrome counter, red vinyl stools, milkshakes with straws and a glowing jukebox in the corner.", "A swarm of bioluminescent jellyfish drifting through a dark ocean scene, their translucent bells glowing blue and trailing fine tentacles.", "Overhead view of a wooden cutting board with a neat arrangement of sliced citrus fruits \u2014 oranges, lemons and limes \u2014 and a paring knife.", "Array of parabolic satellite dishes stretching across a desert plain under a clear star-filled sky, a maintenance vehicle parked nearby.", "Inside a cramped watchmaker's shop, an elderly man with magnifying glasses uses tiny screwdrivers to repair an open pocket watch on a wooden bench cluttered with gears, oil stains, and handwritten invoices.", "A volcanic island shore at twilight, black lava rock meets ocean spray while bioluminescent ferns and blue-glowing mushrooms grow along the cliff edge.", "An abandoned subway car half-buried in soil, sunlight through broken windows shows young trees and wildflowers sprouting between rows of rusted seats.", "Extreme close-up of a honeybee landing on a sunflower, pollen grains clinging to its legs and fine hairs visible against the textured yellow petals.", "A steam-powered mechanical elephant made of brass and rivets parades down a cobbled street, carrying musicians and banners while steam puffs from its joints.", "A farmer in a straw hat checks a tablet while small quadcopter pollinator drones hover over terraced rice fields at sunrise.", "A Viking longship beached on a misty shore at dawn, shields lined along the hull and oars resting on wet sand while figures unload crates.", "Cross-section view of a coral reef: colorful corals, clownfish, an octopus hiding in crevices, and snorkelers above casting rippled light patterns.", "A bustling rooftop farmer's market at sunset: wooden stalls, hanging string lights, crates of heirloom tomatoes and a pianist playing softly in one corner.", "A skateboarder mid-air under a concrete bridge, powdered neon paint exploding from their board and clothes, wet pavement reflecting colored streaks.", "A vintage typewriter on a sunlit windowsill, one key stuck down and a small green seedling growing between the keys toward the light.", "A lone alpine mountain goat balanced on a jagged icy spire, breath visible in cold air and distant snow-capped peaks behind it.", "A sushi chef in a minimalist kitchen precisely arranging deconstructed pieces on a slate plate using tweezers, slices of fish, rice, and microgreens visible.", "An antique pocket watch opened on velvet shows tiny engraved constellations across its enamel face instead of regular hour hands.", "A vintage locomotive thunders through a golden wheat field under a stormy sky, lightning illuminating the steam plume and scattered hay bales nearby.", "A child in a cluttered living room builds a cardboard rocket, taped seams, crayons decorating the hull, and star charts pinned to the wall behind them.", "A glass greenhouse after rain, droplets beading on the panes and dozens of carnivorous pitcher plants and sundews with trapped insects visible.", "A street musician in a damp alley plays an accordion beneath neon signage, a hat for coins on wet cobblestones and a small audience with umbrellas.", "A scientist in a white lab coat holds a small petri dish containing a glowing crystalline specimen, lab bench with instruments and notes in the background.", "An archaeological dig site revealing a colorful Roman mosaic floor, archaeologists brushing away dirt while pottery shards and measuring tapes lie nearby.", "A close-up of an old leather boot half-buried and tangled in green ivy and moss, cracked laces and stitching visible under morning dew.", "A flurry of flamingos taking off from a mangrove lagoon at sunrise, reflected pink wings and tangled roots in shallow water.", "A late-night diner counter scene: a lone patron in a coat reads a folded newspaper while a steaming mug of coffee leaves condensation on the Formica.", "A paint-splattered robot wearing a canvas apron stands before a large stretched canvas, holding a brush as an urban skyline begins to emerge.", "An ancient stone bridge arched over a misty river, lichen and small ferns clinging to the stones, a wooden rowboat tied to a post below.", "A desert caravan of camels with colorful woven saddles and tasseled reins crosses a rippled dune landscape at golden hour, shadows stretching long.", "A sky crowded with patterned hot air balloons during a festival, people on the ground looking up, colorful banners fluttering and tether ropes visible.", "View from a submarine porthole framing a rusted sunken cargo ship on the seabed, schools of silver fish weaving through torn crates and seaweed.", "A baker's hands arranging freshly baked glazed sourdough loaves and assortment of pastries in a warm display case with flour-dusted countertop.", "An astronaut in a white suit inside a transparent moon greenhouse plants a small sapling in nutrient soil, Earth visible as a blue marble through a porthole.", "Inside an ice cave with translucent turquoise stalactites, an explorer's headlamp reveals crystalline walls and a narrow frozen passage ahead.", "A neon-lit cyberpunk street noodle stand at night, steam rising from bowls as rain slicks the pavement and patrons huddle under umbrellas.", "A Victorian-era cobblestone street with gas lamps, a horse-drawn carriage passing, and people in period clothing under soft dusk light.", "A steam locomotive crossing a narrow desert canyon at sunset, orange smoke trailing and sandstone cliffs on either side.", "An underwater coral cathedral where stained-glass windows cast colored light across coral pillars, schools of fish swimming through aisles.", "An alpine mountain hut at dawn with a shepherd tending a flock of sheep on a snowy slope and pine trees in the background.", "A lone saxophone player on a foggy subway platform, dim lights reflecting on wet tiles as commuters wait on the far bench.", "A bustling floating market at sunrise with colorful wooden boats piled with textiles and fruit, vendors haggling and customers browsing.", "An abandoned carnival under a full moon: a rusted carousel, tattered tents, and broken lights casting long shadows across cracked pavement.", "A futuristic vertical farm inside a glass skyscraper, workers harvesting rows of lettuce on stacked terraces with irrigation pipes.", "A traditional Japanese tea ceremony in a tatami room: a host in kimono preparing matcha before guests beside shoji screens and a low wooden table.", "An arctic research station at twilight with scientists in parkas checking instruments and a team of huskies harnessed nearby under the aurora borealis.", "An urban rooftop beekeeping setup with wooden hives, buzzing bees around flowering planters, and a beekeeper in a veil tending frames.", "An old library with brass globes and spiral staircases, sunlight through tall arched windows illuminating stacks of leather-bound maps.", "A busy early-morning fish market on a dock: fishermen gutting cod, piles of ice, and seagulls circling overhead against a pale sky.", "A weather-beaten lighthouse on jagged rocks being hit by towering storm waves, its beam cutting through spray and heavy clouds.", "A vintage circus tent interior showing a strongman in striped outfit lifting old iron weights while ring lights illuminate sawdust floor.", "A narrow alley in Marrakech filled with stalls of bright spices and hanging lanterns, a vendor arranging saffron and chili piles.", "A bioluminescent cave where stalactites drip water and pools glow turquoise, insects and algae casting eerie luminescent patterns.", "A cliffside monastery with monks in saffron robes carrying scrolls along a narrow path, prayer flags fluttering against a blue sky.", "A vintage biplane flying low over endless sunflower fields, a pilot in goggles visible in the open cockpit with petals blurring below.", "A pediatrician's exam room where a child draws on paper at a small table, plush toys on a shelf and a stethoscope on the exam bed.", "A small rooftop observatory at night with a telescope pointed at a bright comet, an astronomer adjusting the mount and star charts scattered nearby.", "A crowded train station concourse during morning rush: commuters with bags, departure boards overhead, and sunlight streaming through skylights.", "A steam locomotive perched on the edge of a rocky cliff at sunrise, steam billowing and a lone raven perched on the front coupler.", "A dense forest of giant bioluminescent mushrooms with a narrow path lit in blue and tiny glowing insects hovering over the caps.", "A street food vendor selling grilled skewers from a metal cart under paper lanterns in a rainy alley, steam rising and customers holding umbrellas.", "A calm koi pond in an urban courtyard at dusk with neon reflections on the water and orange koi breaking the surface.", "An astronaut outside a damaged satellite, tethered to a cargo spacecraft, tools floating nearby and Earth visible in the background.", "A giant tortoise with a small wooden village built on its shell, smoke curling from chimneys and villagers walking narrow plank bridges.", "A crystal cave with a waterfall cascading into a reflective pool, clusters of amethyst and quartz on the cave walls catching the light.", "A vintage flying car cruising above a 1950s cityscape, chrome fins and propellers glinting under a clear blue sky.", "An intricate mechanical clock tower interior, gears the size of rooms turning, and a lone watchmaker adjusting a brass escapement.", "Extreme close-up of a human eye reflecting a city skyline at night, eyelashes and iris texture clearly visible.", "An anthropomorphic fox in a trench coat standing under a flickering streetlamp, holding a folded map and looking up an old brick street.", "A small paper sailboat floating on an inky black sea of spilled ink, miniature cityscape painted on the paper sails.", "Macro photograph of a single snowflake resting on a knitted wool glove, crystalline symmetry and tiny fibers in sharp focus.", "An astronaut wearing a brass-steampunk space suit standing on the moon next to a Victorian-style flagpole, Earth low on the horizon.", "Interior of a cathedral with tall stained glass windows depicting saints, light casting colored patterns on stone pews and marble floor.", "A subway train passing through an underground tunnel covered in layered graffiti, a commuter reading a newspaper on the platform.", "A polar bear and a small child in a red parka sitting together on a drifting iceberg, sharing a thermos and looking at the horizon.", "An artist's studio with paint-splattered floor, half-finished canvas on an easel, jars of brushes and a window showing rain outside.", "A volcanic landscape with a river of glowing lava cutting through black rock, ash-filled sky and a solitary twisted tree on a ridge.", "Low-angle view of a mirrored glass skyscraper with a flock of pigeons taking off in front of the reflective facade at midday.", "A child releasing dozens of paper lanterns from a wooden dock at night, lanterns rising over a calm lake with village lights across the water.", "A weathered pile of vintage film cameras on a wooden table, lenses, leather straps, and scattered black-and-white negatives.", "A hillside orchard with rows of apple trees bearing fruits in unexpected colors\u2014blue, purple, and gold\u2014workers picking baskets of mixed hues.", "Terraced rice paddies shrouded in morning fog with a lone farmer wearing a conical hat carrying bundles of seedlings along a narrow path.", "A giant clockwork octopus on a wooden pier, brass tentacles entwined around crates and a lighthouse beam catching its polished metal skin.", "An elderly woman mending a patchwork quilt on a wooden porch, sunlight falling across colorful fabric squares and a vintage sewing machine at her feet.", "A weathered lighthouse floating on a small rocky island, gulls circling a spiral staircase and lantern light glowing at dusk.", "Origami cranes suspended from a wooden frame in a sunlit room, crisp paper folds casting sharp shadows on a tatami mat.", "A circus elephant balancing on a large wooden ball under a faded striped tent, a ringmaster holding a whip and children clapping in front rows.", "A steampunk airship moored at a floating dock, crew in leather goggles hauling rope and brass propellers slowly turning against a cloudy sky.", "A snow-covered alpine chalet with smoke curling from the chimney, stacked firewood, and a pair of skis leaning by the door at dawn.", "An urban rooftop garden with raised wooden beds, a rusty bicycle chained to a railing, and tomato vines heavy with fruit under a clear sky.", "A street food stall where a chef folds dumplings by hand on a floured wooden board, steam rising from bamboo steamers stacked nearby.", "A grand piano, keys yellowed with age, sitting alone in the middle of a dense forest clearing with ivy crawling over its legs.", "A lighthouse constructed from stacked old books on a pebble shore, tiny windows cut into spines and a small light glowing at the top.", "A lone wolf standing on a snow-dusted ridge howling beneath vivid green aurora borealis streaks, breath visible in cold air.", "A colorful coral reef teeming with fish circling an old wooden shipwreck, sunlight filtering through clear turquoise water onto sand.", "A whimsical treehouse built among thick branches with a rope bridge to another platform, a tin bucket pulley and a painted wooden sign on the door.", "A vintage typewriter on a worn oak desk with a half-typed letter, a spilled ink bottle forming dark puddles and scattered envelope stamps.", "A Victorian-era robot butler polishing silverware in a parlor, brass joints, monocle-like eye lenses and a fire burning in an ornate grate.", "A neon sign repairman on a tall ladder repairing a flickering motel sign at night, toolbox open and rubber-gloved hands replacing tubes.", "A child's paper boat sailing in a bathtub with a small rubber duck, suds forming waves and a soap bar island near the drain.", "A candlelit apothecary shelf lined with labeled glass jars of dried herbs, mortar and pestle on the counter and a handwritten recipe book open.", "A busy mango vendor stall in an outdoor market with piles of ripe mangoes, a scale hanging above, colorful awnings and customers bargaining.", "A train crossing a rickety wooden trestle bridge over a deep canyon, plumes of steam trailing behind and a small village visible far below.", "A giant sunflower field dotted with white wind turbines, a dirt path winding between towering blooms and a farmhouse on the horizon under a blue sky.", "An elderly woman sits cross-legged on a brick rooftop at dusk, knitting a red scarf while city skyscrapers glow behind her and a stray cat watches from a chimney.", "A night fish market where translucent, bioluminescent jellyfish hang in glass tanks and fishermen haggle under string lights on a wooden pier.", "A subterranean village carved from fungus and stone: glowing mushrooms form huts, tiny wooden bridges span damp chasms, lanterns hanging from caps.", "A Venetian canal at twilight crowded with paper lanterns floating on the water while gondoliers steer between reflections and wet stone bridges.", "A courier in a weatherproof jacket rides an electric cargo bike through a narrow, rainy neon-lit alley, packages strapped to the rear and rain dripping from the visor.", "A Renaissance banquet hall with long wooden tables, roasted game on platters, and a small brass automaton pouring wine for laughing guests.", "An Arctic research station at dawn: frost on windows, satellite dishes covered in snow, and a curious polar bear standing on its hind legs peering through glass.", "Portrait of a gardener with dirt-stained hands holding a large heirloom tomato, soil under fingernails and sun hat tilted back on their head.", "Cross-section view of a beehive sliced open to show hexagonal combs, worker bees tending larvae, honey pools, and a gloved beekeeper's hand nearby.", "An abandoned cinema overtaken by ivy and saplings, a single old projector still casting a faded black-and-white film across a torn screen and dust motes in the beam.", "A street musician sits on cobblestones playing an accordion while pigeons cluster and an open guitar case holds a few coins and a folded city map.", "An ancient wood-paneled library where several scrolls and manuscripts float a few inches above reading tables, wooden ladders leaning against packed shelves.", "A high mountain pass strewn with colorful prayer flags, a caravan of yaks in heavy packs moving along a narrow trail with distant snow peaks behind.", "Extreme macro of frost crystals forming intricate patterns on a spiderweb stretched between two dried stalks, each crystal catching the low morning sun.", "An artisan at a bustling open-air market hand-carves wooden toys, wood shavings on the stall counter and a line of painted wooden horses drying behind him.", "Interior of an old research submarine where coral and small fish have colonized the control room, replacing knobs and wrapping around brass gauges.", "A firefighter in full gear carries a small trembling dog out of a smoke-filled doorway, embers and a twisted railing visible behind them.", "A child kneels at a polluted urban riverbank, gently setting a paper boat among discarded plastic bottles and watching it bob between debris.", "A pair of sneaker-clad feet dangle out of an open train window, sunlight streaking across graffiti-splattered metal and blurred city buildings rushing by.", "A florist carefully arranges a funeral wreath of white lilies and dark ribbon on a worn wooden table, scissors and a coil of twine at hand.", "A diner cook in a narrow, chrome-lined kitchen flips a pancake high in the air above a sizzling griddle while morning light falls across stacked plates.", "A farmer on a rain-mottled ladder tightening a bolt on an old wooden windmill with a curious crow perched on his shoulder and a mud-spattered barn behind.", "A cluttered laboratory bench with two vintage brass microscopes, labeled glass slides spread across an oilcloth mat, and an open leather-bound field notebook.", "An elderly woman with grey braids knitting a colorful blanket on a sunlit wooden porch, a steaming mug on the railing and birds on the fence.", "A massive ancient oak tree with a small wooden door built into the trunk, moss-covered stone steps leading to the entrance.", "Cross-section of a purple crystal geode resting on velvet, exposed crystal faces sparkling with tiny facets and mineral bands.", "A lively street carnival with towering hand puppets, colorful banners and costumed performers parading past clapboard stalls.", "A ballerina captured mid-leap on a dusty old theater stage, beams of light catching floating dust particles around her.", "A paper origami crane on a wet newspaper page, raindrops beading on folded edges and ink smudges around it.", "Close-up of a potter's hands shaping wet clay on a spinning wheel, splattered clay and textured fingerprints on the vessel.", "A sleek futuristic monorail casting a long shadow as it speeds across orange desert dunes beneath a high sun.", "A polar bear standing on a small melting iceberg, water rippling around the ice and a distant horizon line.", "A candlelit Victorian reading table with an open leather-bound atlas, a quill pen, and scattered pressed flowers.", "A cluster of hot air balloons drifting low over neat rows of lavender fields at dawn, a mist hugging the ground.", "A sunflower field with a weathered scarecrow wearing a tattered suit and straw hat, bees hovering around the flowers.", "A children's treehouse wrapped around the thick trunk of a baobab tree, rope ladder, lanterns and small painted windows.", "A neon-soaked cyberpunk alley at night with rain-slick pavement, glowing signs in foreign scripts and a black cat perched on a rooftop edge.", "A minimal still life on a windowsill: a cracked ceramic bowl, two yellow lemons, and a folded linen cloth in soft daylight.", "An abandoned lunar rover half-buried in grey regolith on the Moon, Earth rising on the horizon and small footprints leading away, harsh shadows under crisp sunlight.", "Close-up of an antique pocket watch open on a wooden table, visible inner gears and a cracked enamel face, a single bead of oil on the gear teeth.", "Extreme close-up of a dust mite under a microscope, bristled legs and textured body visible against a textured slide, scale bar and labeling at the corner.", "A richly carved Viking longship cutting through choppy seas, warriors in furs on deck, dragon-headed prow slicing waves under a stormy sky.", "A cracked ceramic bowl repaired with visible gold seams in kintsugi style, held in soft palms over a wooden tray with a single green tea leaf beside it.", "A fully armored samurai display in a dim museum case: lacquered helmet, layered cuirass, folded silk cords and a katana mounted beside it under soft spotlights.", "An ancient banyan tree at dusk with dozens of hanging lanterns, aerial roots draping into a shallow reflecting pool where the lanterns flicker.", "A porcelain teapot steaming on a tray, a scattering of loose tea leaves beside it and a thin wisp of steam curling into the morning light.", "A colorful saree shop aisle with folded silk fabrics on shelves, a shopkeeper holding up a patterned sari for a customer under warm ambient light.", "A vintage steam-powered printing press in mid-print, inked type locked in chase, paper feeding through and an operator turning the wheel with gloved hands.", "A glass terrarium on a windowsill containing a miniature desert landscape: sand dunes, a tiny cactus, and a miniature driftwood sculpture under soft sunlight.", "A weathered vintage Vespa parked beneath blooming bougainvillea on a narrow Mediterranean alley, peeling paint and a woven basket on the rear rack.", "An artisan chocolatier in a small kitchen tempering dark chocolate on a marble slab, glossy ribbons of chocolate being folded with a spatula.", "A lightweight solar sail spacecraft unfurling a reflective sail near Saturn, the ring plane arcing in the background and faint stars beyond.", "Close-up of a monarch butterfly perched on a rusted bicycle handlebar with morning dew and soft bokeh background.", "An antique brass diving helmet half-buried on a sandy seabed surrounded by scattered porcelain teacups and tiny fish swimming by.", "Industrial foundry scene pouring molten metal into a dragon-shaped mold, sparks flying and workers in heat-resistant gear at a distance.", "Elderly woodcarver chiseling a maple tabletop in a sunlit workshop, wood shavings piled on the floor and hand tools on the bench.", "Aerial view of a single circular crop field with a tractor carving a perfect spiral pattern through golden wheat under midday sun.", "Macro close-up of a geode cross-section split open on a wooden table, sparkling quartz crystals with a tiny gold coin nestled in the center.", "Street musician playing a violin on a cobblestone bridge under an arch of autumn leaves, an open case with scattered coins at his feet.", "Laboratory bench with glass beakers and flasks in mid-reaction, colorful liquids bubbling and a test tube rack labeled with handwritten tags.", "A futuristic glass greenhouse dome on Mars with rows of tomato plants under LED growth lights and the red rocky landscape visible outside.", "Vintage biplane caught mid-barrel roll above rugged coastal cliffs, gulls in the air and waves crashing against rocks below.", "Slow-motion capture of a ceramic teapot shattering on a tiled kitchen floor, fractured pieces and spilled tea creating a scattered pattern.", "Portrait of a tabby cat wearing a knitted red scarf, sitting on a frosty windowsill with snow-covered trees visible through the glass.", "Market stall at dusk selling hand-painted Venetian masks hanging under string lights, a vendor arranging masks on a wooden table.", "A solitary wooden piano on cracked salt flats with a woman in a white dress playing as the sun sets, long shadows stretching across the ground.", "A lone fisherman in a small wooden boat casting a net into a bioluminescent lagoon at night, glowing blue water rippling around him.", "Cutaway cross-section of a modern apartment building showing four distinct rooms with different interior styles and visible inhabitants going about daily tasks."], "score_name": "vqascore_qwen3-vl-8b"}
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