Commit Graph

7 Commits

Author SHA1 Message Date
m3ultra
06f33be865 pool cpu lane across nodes; hunyuan Studio-quality defaults
runner: gpu AND cpu are now a node pool. Per-node cpu_slots (primary 3,
helpers 2, nodes.json-overridable); net stays primary-only. Python-less ops
(ffmpeg/ffprobe) now run remotely on the node's system python3. Verified: 9
concurrent ffmpeg_frames distributed 4 local / 2 m1 / 2 m4.

hunyuan3d_mlx: default to Studio-quality (octree 384, texture 4096, remesh
120k) — 4096 bake verified watchdog-free on M3 Ultra; big quality gain
(defined face, 120k faces). remesh_faces now a param. All param-overridable.
2026-07-16 10:59:44 +10:00
m3ultra
573afa7b7a hunyuan3d_mlx operator (local MLX image→3D) + cluster docs
- server/operators/hunyuan3d_mlx: native-MLX Hunyuan3D 2.1, both stages, PBR.
  Verified end-to-end on M3 Ultra: 260s total, 40k-face GLB w/ 2048² PBR.
  Weights public (no HF login). Runs on M1 (MLX-native).
- scripts/install_hunyuan3d_mlx.sh: uv py3.11 venv + MLX-path deps.
- CLUSTER.md: local-first policy + M3/M1/M4 fleet roles + central-queue howto.
- BENCHMARKS/README/AGENTS: hunyuan3d_mlx rows + trellis head-to-head.
2026-07-16 10:10:43 +10:00
MODELBEAST
4b73b90625 BENCHMARKS: TRELLIS.2 local working — 289s/~4.8min gen, SOTA quality
trellis_mac verified end-to-end: 18.4MB PBR GLB, clean coherent geometry on a
thin-ringed astrolabe (far beyond SF3D draft quality). ~15GB one-time download
then ~5min cached generation. All three local image->3D paths now live: sf3d
(fast draft), trellis_mac (SOTA local), plus fal cloud tier.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-07-13 10:23:37 +10:00
MODELBEAST
c42f066723 flux_local: HF_HUB_DISABLE_XET fix + full local FLUX lineup benchmarks
- run.py: force HF_HUB_DISABLE_XET=1 (xet chunked downloader fails on BFL repos
  with 'Unable to parse string as hex hash value'; HTTP path is reliable)
- BENCHMARKS.md: warm generation times for all 5 local FLUX models on M3 Ultra
  (Klein 4B 9.1s, schnell-4bit 18.5s, Klein 9B 18.7s, schnell 20.4s, dev 108s).
  Verdict: Klein 9B = best hero-asset quality (beats schnell at same speed),
  Klein 4B = volume workhorse.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-07-13 00:37:24 +10:00
MODELBEAST
6c54091130 BENCHMARKS: first local-vs-cloud image A/B (Klein 4B vs nano-banana)
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
2026-07-12 23:27:37 +10:00
MODELBEAST
7c0914f714 BENCHMARKS: first M3 Ultra FLUX.2 Klein 4B numbers — 8s/image at 1024px, 18GB peak
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
2026-07-12 22:42:41 +10:00
MODELBEAST
605b1ae347 Phase 1 + framework: settings/secrets, queue lanes, job mgmt, inbox, 8 new operators
Framework:
- server/settings.py: key/value settings + secrets, env-injected into operator
  subprocesses, secret values masked in API and redacted from job logs
- runner: gpu/cpu/net concurrency lanes, job cancel/retry/delete, multi-input,
  graceful 'not installed' error when a tool venv is missing
- db: settings table, asset_ids column (migrated), MODELBEAST_DATA test override
- main: settings + job-action endpoints, inbox watch folder auto-ingest
- store: operators can tag output asset kind (splat, colmap_dataset)

Operators (11 total):
- fal_trellis/trellis2/hunyuan3d/rodin via shared _lib/fal_common.py (verified
  params + endpoint ids; recursive result-URL extractor handles per-endpoint keys)
- sf3d, trellis_mac: local MPS image-to-3D, installed with Metal kernels built,
  gated on owner HuggingFace auth
- colmap_poses (COLMAP 4.x + GLOMAP global mapper), brush_train (native Metal 3DGS)
- Scan pipeline validated end-to-end through the UI: frames -> colmap (48/48
  registered, 0.6px) -> brush -> splat.ply -> in-app SplatViewer

Frontend:
- Settings modal, operator gating (lock + disabled run when requires_env unmet),
  job cancel/retry/delete, Compare grid (multi-select side-by-side viewers),
  SplatViewer (gaussian-splats-3d, Ply format forced for extensionless URLs)

Tooling: scripts/install_{colmap,brush,sf3d,trellis_mac}.sh; vendor/ + venvs/
gitignored; tests/smoke.sh (12 checks passing); BENCHMARKS.md

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-07-12 21:42:27 +10:00