m-lsd-tinyimage-segmentation · family: m-lsd
| Source | https://huggingface.co/litert-community/M-LSD-tiny-LiteRT |
|---|---|
| License | apache-2.0 |
| Model file | f219d9fe888380feca7fbe257186bfcc33c1aff5ea2e28c8168acf8cf93ecb81.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 | — | — | 588.348 | mac-studio-m4-max · chromium 151.0.7922.34 headless · macOS · @litertjs/core 2.5.3 | 2026-08-11 | measured |
webgpu_mldrift | output_mismatch | yes | fail | 11.245 | 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 m-lsd-tiny: load the model from https://huggingface.co/litert-community/M-LSD-tiny-LiteRT/resolve/main/f219d9fe888380feca7fbe257186bfcc33c1aff5ea2e28c8168acf8cf93ecb81.tflite (license: apache-2.0) 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 m-lsd-tiny with the sweep harness: write /tmp/catalog.csv with the header line model_id,source,input_spec,license,notes and the single row m-lsd-tiny,https://huggingface.co/litert-community/M-LSD-tiny-LiteRT/resolve/main/f219d9fe888380feca7fbe257186bfcc33c1aff5ea2e28c8168acf8cf93ecb81.tflite,1x4x512x512:float32,apache-2.0, — then run: cd web/sweep && npm ci && npm run sweep -- --catalog /tmp/catalog.csv --out out/ — and compare out/m-lsd-tiny.json with the sweep table on this page.