feat(chatterbox-fast): Phase 3 scaffold — Dockerfile, compose, .env.example
Container artifacts to deploy alongside the live chatterbox (:8196) on irv-ml1.
- Dockerfile: thin overlay FROM local/chatterbox:v1 (sibling's image, has the
chatterbox lib + torch + fastapi) + COPY scheduler.py app.py; runs uvicorn.
- compose.yaml: mirrors the sibling chatterbox stack (runtime: nvidia +
NVIDIA_VISIBLE_DEVICES; host IP:port, no traefik-net — these GPU TTS services
aren't traefik-fronted). Port 8197, /health healthcheck, homepage labels,
reuses /worktank/chatterbox/{cache,reference_audio}.
- .env.example: GPU default device 1 (A6000) — turbo is fp32, 3090 free VRAM is
tight; port reservations; perf-lever toggles.
Not yet deployed — awaiting operator go (shared GPU host, runs beside production).
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# chatterbox-fast stack tunables. Copy to `.env` on irv-ml1 before deploying.
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# ── image / build ────────────────────────────────────────────────────
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# Local image tag for this stack. Bump to force a fresh layer build.
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CBF_TAG=v1
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# Base image tag — the sibling `chatterbox` stack's local image, which
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# carries the chatterbox lib + torch + fastapi. Must exist on irv-ml1
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# (built by the `chatterbox` stack). Bump in lockstep if that rebuilds.
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CBF_BASE_TAG=v1
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# ── network ──────────────────────────────────────────────────────────
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# Host port. Container listens on 8197 internally.
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# Reserved on irv-ml1: 8188 ComfyUI, 8190 CosyVoice, 8191 Qwen3-TTS,
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# 8192 IndexTTS-2, 8193 Kokoro, 8194 VibeVoice, 8196 Chatterbox,
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# 8765 Parakeet. 8197 picked here.
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CBF_PORT=8197
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# Bind address. 0.0.0.0 exposes on all interfaces (incl. the WG tunnel
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# interface 10.100.79.3); 127.0.0.1 restricts to local-only.
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CBF_BIND=0.0.0.0
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# ── runtime / GPU ────────────────────────────────────────────────────
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# Device visible inside the container.
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# 1 = RTX A6000 (~12 GB free; the safe default).
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# 0 = RTX 3090 — TIGHT: turbo loads FP32 (not fp16), and the 3090 idles
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# ~20.5 GB used (shared dev stack), leaving ~3.8 GB free. Measure the
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# actual footprint before pinning here; it likely will NOT fit in fp32.
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CBF_GPU_DEVICES=1
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# Default reference voice (a *.wav stem in CBF_REFERENCE_DIR, or an absolute
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# path). The server prepares this at startup so first request is warm.
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CBF_DEFAULT_VOICE=glados_25s
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# Perf levers (Ampere-safe, free). Off with 0. Measured: they don't move TTFA
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# (AR-decode-bound) but don't hurt; bf16 is deferred (fp32 model, no clean cast).
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CBF_TF32=1
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CBF_SDPA_FLASH=1
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# ── persistent storage on the host ───────────────────────────────────
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# Reference / predefined voice wavs (mounted at /refs). Shared with the
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# `chatterbox` stack. `_`-prefixed files (bench/A-B scratch) are ignored.
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CBF_REFERENCE_DIR=/worktank/chatterbox/reference_audio
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# HuggingFace cache — Chatterbox-Turbo weights. Reused from the `chatterbox`
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# stack (already populated, ~3.8 GB); no re-download. Excluded from restic.
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CBF_CACHE_DIR=/worktank/chatterbox/cache
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# chatterbox-fast — streaming TTS server.
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#
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# Layers our streaming server (app.py + scheduler.py) on top of the proven
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# chatterbox base image (devnen's, already built locally by the sibling
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# `chatterbox` stack). That base carries the chatterbox lib + torch +
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# fastapi/uvicorn/pydantic — verified present — so this stays a thin overlay.
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#
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# Build on irv-ml1, where local/chatterbox:<tag> exists. Bump the base via the
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# CHATTERBOX_BASE build arg (compose passes it from .env: CBF_BASE_TAG).
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ARG CHATTERBOX_BASE=local/chatterbox:v1
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FROM ${CHATTERBOX_BASE}
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# Only the two runtime modules — tests/bench/README stay out of the image.
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COPY scheduler.py app.py /cbf/
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WORKDIR /cbf
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# The base image sets devnen's own entrypoint; clear it and run our server.
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ENTRYPOINT []
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CMD ["python", "app.py"]
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@@ -39,8 +39,21 @@ regardless of chunking. That is why this is the chatterbox-specific answer.
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| `test_scheduler.py` | GPU-free simulation: asserts no-starvation + ratchet. `python test_scheduler.py` or `pytest`. |
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| `app.py` | FastAPI server: model holder + `POST /tts` (StreamingResponse) + `GET /health`. |
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| `bench.py` | Client: ground-truth TTFB + real 1×-consumer starvation check; saves `.wav` for A/B. |
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| `Dockerfile` | Thin overlay: `FROM local/chatterbox:v1` + our two modules. |
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| `compose.yaml` · `.env.example` | Deploy on irv-ml1 alongside the live `chatterbox`. |
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Phase 3 will add `compose.yaml`, `Dockerfile`, `.env.example`.
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## Deploy (Phase 3)
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```bash
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scripts/deploy-stack.sh irv-ml1 chatterbox-fast # push compose+code to the host
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# then on irv-ml1, in /opt/docker/compose/chatterbox-fast/ (after copying .env):
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docker compose build && docker compose up -d
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```
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`Dockerfile` is `FROM local/chatterbox:v1` (the sibling stack's image — must exist
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on irv-ml1) + `COPY scheduler.py app.py`. GPU pin and voices/cache paths come from
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`.env` (see `.env.example`). Default GPU is **device 1 (A6000)** — turbo loads fp32,
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so the 3090's tight free VRAM likely won't fit; measure before pinning device 0.
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## API
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# chatterbox-fast — custom streaming TTS server (sub-second time-to-first-audio
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# via adaptive buffer-ratchet chunking on Chatterbox-Turbo). Deployed ALONGSIDE
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# the live `chatterbox` (:8196) on irv-ml1 — burn in, then flip the catalog.
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#
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# Convention note: mirrors the sibling `chatterbox` stack on this host — GPU via
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# `runtime: nvidia` + NVIDIA_VISIBLE_DEVICES (not the repo's generic device_ids),
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# and accessed by host IP:port (no traefik-net; these GPU TTS services aren't
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# traefik-fronted). Kept consistent with the proven sibling over the generic rule.
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#
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# All tunables live in .env — edit that, not this file.
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services:
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chatterbox-fast:
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image: local/chatterbox-fast:${CBF_TAG:-v1}
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build:
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context: .
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dockerfile: Dockerfile
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args:
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CHATTERBOX_BASE: local/chatterbox:${CBF_BASE_TAG:-v1}
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container_name: chatterbox-fast
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restart: unless-stopped
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runtime: nvidia
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ports:
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- "${CBF_BIND:-0.0.0.0}:${CBF_PORT:-8197}:8197"
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environment:
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# GPU pin. Default device 1 (A6000) — turbo loads fp32 (~not the fp16 old
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# notes assumed), so the 3090's tight free VRAM may not fit; see .env.example.
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- NVIDIA_VISIBLE_DEVICES=${CBF_GPU_DEVICES:-1}
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- HF_HOME=/app/hf_cache
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- CBF_MODEL_DEVICE=cuda
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- CBF_VOICES_DIR=/refs
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- CBF_DEFAULT_VOICE=${CBF_DEFAULT_VOICE:-glados_25s}
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- CBF_BIND=0.0.0.0
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- CBF_PORT=8197
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- CBF_TF32=${CBF_TF32:-1}
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- CBF_SDPA_FLASH=${CBF_SDPA_FLASH:-1}
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volumes:
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- ${CBF_REFERENCE_DIR:-/worktank/chatterbox/reference_audio}:/refs
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- ${CBF_CACHE_DIR:-/worktank/chatterbox/cache}:/app/hf_cache
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healthcheck:
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# Our app exposes /health → {"status":"ok",...} once the model is loaded.
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# python urllib (devnen base ships no curl); strip spaces so the match is
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# formatting-agnostic. 127.0.0.1 explicitly (uvicorn binds IPv4 only).
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test: ["CMD-SHELL", "python3 -c \"import urllib.request,sys; b=urllib.request.urlopen('http://127.0.0.1:8197/health',timeout=5).read(); sys.exit(0 if b'\\\"status\\\":\\\"ok\\\"' in b.replace(b' ',b'') else 1)\""]
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interval: 30s
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timeout: 10s
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retries: 3
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# Weights are HF-cached already (~16s load measured); generous anyway.
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start_period: 120s
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labels:
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- homepage.group=AI Systems
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- homepage.name=Chatterbox Fast
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- homepage.icon=mdi-account-music-outline
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- homepage.description=Streaming TTS — sub-second first-audio, adaptive-chunk (irv-ml1)
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- homepage.href=http://10.100.79.3:${CBF_PORT:-8197}
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