dm-count-crowdimage-to-image · family: dm-count
| Source | https://huggingface.co/litert-community/DM-Count-Crowd-LiteRT |
|---|---|
| License | mit |
| Model file | 2a5dfa17dc342b3363d6ef3fb1ec29186fed23cf70b3d84d13b1fa95e8732f01.tflite — downloaded from the source at runtime; this site hosts no weights |
Preparing…
Every number is labeled with the environment that produced it — headless desktop Chromium is not a user’s phone, and results are only meaningful together with their environment.
| Backend | Status | Full delegation | Output match | Latency p50 (ms) | Environment | Verified | Provenance |
|---|---|---|---|---|---|---|---|
wasm_xnnpack | pass | — | — | 2999.897 | mac-studio-m4-max · chromium 151.0.7922.34 headless · macOS · @litertjs/core 2.5.3 | 2026-08-11 | measured |
webgpu_mldrift | pass | yes | pass | 14.847 | mac-studio-m4-max · chromium 151.0.7922.34 headless · macOS · @litertjs/core 2.5.3 | 2026-08-11 | measured |
Full record (failure class, evidence, sweep config): raw sweep JSON · card.json · CARD.md
One-line prompt for your AI coding assistant (uses the litert-cookbook web skill):
Use the litert-cookbook web skill to build a LiteRT.js browser demo for dm-count-crowd: load the model from https://huggingface.co/litert-community/DM-Count-Crowd-LiteRT/resolve/main/2a5dfa17dc342b3363d6ef3fb1ec29186fed23cf70b3d84d13b1fa95e8732f01.tflite (license: mit) and run it with @litertjs/core.
One-line prompt for Claude Code / Gemini CLI — re-runs the same sweep verification for this model, locally:
In the edge-compat repo, verify dm-count-crowd with the sweep harness: write /tmp/catalog.csv with the header line model_id,source,input_spec,license,notes and the single row dm-count-crowd,https://huggingface.co/litert-community/DM-Count-Crowd-LiteRT/resolve/main/2a5dfa17dc342b3363d6ef3fb1ec29186fed23cf70b3d84d13b1fa95e8732f01.tflite,1x3x512x512:float32,mit, — then run: cd web/sweep && npm ci && npm run sweep -- --catalog /tmp/catalog.csv --out out/ — and compare out/dm-count-crowd.json with the sweep table on this page.