From c953180eb762f714b1407a38b003911df707e495 Mon Sep 17 00:00:00 2001 From: Claude Date: Mon, 25 May 2026 08:37:26 +0000 Subject: [PATCH 01/17] Add Docker setup for GPU-based inference MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Adds Dockerfile (nvidia/cuda 12.4 base), docker-compose.yml with GPU reservation and a named volume for HF model cache, and .dockerignore. HF_TOKEN and TAVILY_API_KEY are passed as env vars at runtime — not baked into the image. https://claude.ai/code/session_01CE2uPEFeYKtN3hAXQ1m7jy --- .dockerignore | 7 +++++++ Dockerfile | 29 +++++++++++++++++++++++++++++ docker-compose.yml | 32 ++++++++++++++++++++++++++++++++ 3 files changed, 68 insertions(+) create mode 100644 .dockerignore create mode 100644 Dockerfile create mode 100644 docker-compose.yml diff --git a/.dockerignore b/.dockerignore new file mode 100644 index 0000000..a9a33c7 --- /dev/null +++ b/.dockerignore @@ -0,0 +1,7 @@ +.git +.env +__pycache__ +*.pyc +*.pyo +*.pyd +.DS_Store diff --git a/Dockerfile b/Dockerfile new file mode 100644 index 0000000..b2cc0e9 --- /dev/null +++ b/Dockerfile @@ -0,0 +1,29 @@ +FROM nvidia/cuda:12.4.1-cudnn9-runtime-ubuntu22.04 + +ENV DEBIAN_FRONTEND=noninteractive +ENV PYTHONUNBUFFERED=1 +# HuggingFace model cache — mount a volume here to persist downloads across runs +ENV HF_HOME=/hf_cache +ENV TOKENIZERS_PARALLELISM=false +ENV MAS_FORCE_DISABLE_TORCHVISION=1 + +RUN apt-get update && apt-get install -y --no-install-recommends \ + python3.10 \ + python3.10-dev \ + python3-pip \ + git \ + && rm -rf /var/lib/apt/lists/* \ + && ln -sf /usr/bin/python3.10 /usr/bin/python \ + && ln -sf /usr/bin/pip3 /usr/bin/pip + +WORKDIR /app + +COPY requirements.txt . +RUN pip install --no-cache-dir --upgrade pip \ + && pip install --no-cache-dir -r requirements.txt + +COPY . . + +VOLUME ["/hf_cache"] + +ENTRYPOINT ["python", "run.py"] diff --git a/docker-compose.yml b/docker-compose.yml new file mode 100644 index 0000000..280c6d6 --- /dev/null +++ b/docker-compose.yml @@ -0,0 +1,32 @@ +services: + recursivemas: + build: . + image: recursivemas:latest + # Requires NVIDIA Container Toolkit on the host: + # https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/install-guide.html + deploy: + resources: + reservations: + devices: + - driver: nvidia + count: all + capabilities: [gpu] + environment: + # Pass HF token if models are gated + - HF_TOKEN=${HF_TOKEN:-} + # Required only for Deliberation style + - TAVILY_API_KEY=${TAVILY_API_KEY:-} + volumes: + # Persist downloaded HF checkpoints across container runs + - hf_cache:/hf_cache + # Override with your desired --style, --dataset, etc. + command: + - --style + - sequential_light + - --dataset + - math500 + - --device + - cuda + +volumes: + hf_cache: From 920c89d6ff81463c2fb9d25f8650301bffb7cba0 Mon Sep 17 00:00:00 2001 From: Claude Date: Mon, 25 May 2026 08:42:36 +0000 Subject: [PATCH 02/17] Add tiered container health check script healthcheck.py verifies the environment in three progressive levels without downloading model weights: Python deps + internal imports (L1), CUDA device availability and allocation (L2), HF Hub reachability via lightweight metadata call (L3). https://claude.ai/code/session_01CE2uPEFeYKtN3hAXQ1m7jy --- healthcheck.py | 182 +++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 182 insertions(+) create mode 100644 healthcheck.py diff --git a/healthcheck.py b/healthcheck.py new file mode 100644 index 0000000..09bfbb0 --- /dev/null +++ b/healthcheck.py @@ -0,0 +1,182 @@ +#!/usr/bin/env python3 +""" +Three-level health check for the RecursiveMAS Docker container. + +Level 1 — Python deps + internal imports (always fast, no network) +Level 2 — CUDA device availability (fast, requires GPU passthrough) +Level 3 — HuggingFace Hub reachability (fast, requires outbound network) + +Exit code 0 = all requested levels passed. +""" +from __future__ import annotations + +import argparse +import os +import sys +from pathlib import Path +from typing import Callable, List, Tuple + +GREEN = "\033[92m" +RED = "\033[91m" +BLUE = "\033[94m" +RESET = "\033[0m" + +PASS = f"{GREEN}[PASS]{RESET}" +FAIL = f"{RED}[FAIL]{RESET}" +INFO = f"{BLUE}[INFO]{RESET}" + +Results: List[bool] = [] + + +def check(label: str, fn: Callable[[], str | None]) -> bool: + try: + detail = fn() + suffix = f": {detail}" if detail else "" + print(f"{PASS} {label}{suffix}") + Results.append(True) + return True + except Exception as exc: + print(f"{FAIL} {label}: {exc}") + Results.append(False) + return False + + +# --------------------------------------------------------------------------- +# Level 1 — dependencies + internal modules +# --------------------------------------------------------------------------- + +def _torch_version() -> str: + import torch + return f"version={torch.__version__}" + + +def _transformers_version() -> str: + import transformers # noqa: F401 + return f"version={transformers.__version__}" + + +def _hf_hub_version() -> str: + import huggingface_hub # noqa: F401 + return f"version={huggingface_hub.__version__}" + + +def _accelerate_version() -> str: + import accelerate # noqa: F401 + return f"version={accelerate.__version__}" + + +def _internal_imports() -> str: + repo_root = str(Path(__file__).resolve().parent) + if repo_root not in sys.path: + sys.path.insert(0, repo_root) + from load_from_repo import STYLE_SPECS # noqa: F401 + from modeling import INNER_ADAPTER_TYPE # noqa: F401 + from prompts import SYSTEM_PROMPT # noqa: F401 + return f"{len(STYLE_SPECS)} styles registered" + + +def level1() -> None: + print(f"\n{BLUE}[Level 1] Python dependencies + internal modules{RESET}") + check("torch", _torch_version) + check("transformers", _transformers_version) + check("huggingface_hub", _hf_hub_version) + check("accelerate", _accelerate_version) + check("internal modules (modeling, load_from_repo, prompts)", _internal_imports) + + +# --------------------------------------------------------------------------- +# Level 2 — CUDA +# --------------------------------------------------------------------------- + +def _cuda_available() -> str: + import torch + if not torch.cuda.is_available(): + raise RuntimeError( + "torch.cuda.is_available() is False — " + "check that --gpus / nvidia container runtime is active" + ) + n = torch.cuda.device_count() + names = [torch.cuda.get_device_name(i) for i in range(n)] + return f"{n} device(s): {', '.join(names)}" + + +def _cuda_alloc() -> str: + import torch + t = torch.zeros(4, device="cuda") + del t + torch.cuda.empty_cache() + return "small tensor allocation + free on cuda:0 OK" + + +def _hf_cache_status() -> str: + hf_home = Path(os.environ.get("HF_HOME", Path.home() / ".cache" / "huggingface")) + hub = hf_home / "hub" + if not hub.exists(): + return f"cache dir {hub} does not exist yet (models not downloaded)" + cached = [d.name for d in hub.iterdir() if d.is_dir() and d.name.startswith("models--")] + return f"{len(cached)} model repo(s) in {hub}" + + +def level2() -> None: + print(f"\n{BLUE}[Level 2] CUDA / GPU{RESET}") + check("CUDA available", _cuda_available) + check("CUDA tensor alloc", _cuda_alloc) + print(f"\n{BLUE}[Level 2b] HuggingFace cache{RESET}") + check("HF_HOME cache", _hf_cache_status) + + +# --------------------------------------------------------------------------- +# Level 3 — HuggingFace Hub reachability (metadata only, no weight download) +# --------------------------------------------------------------------------- + +def _hf_hub_reachable() -> str: + from huggingface_hub import list_repo_files + # Outerlinks repo is small; listing files is a lightweight metadata call. + files = list(list_repo_files("RecursiveMAS/Sequential-Light-Outerlinks", repo_type="model")) + return f"HF Hub reachable — {len(files)} file(s) in Sequential-Light-Outerlinks" + + +def level3() -> None: + print(f"\n{BLUE}[Level 3] HuggingFace Hub connectivity{RESET}") + check("HF Hub reachable (metadata only)", _hf_hub_reachable) + + +# --------------------------------------------------------------------------- +# Entry point +# --------------------------------------------------------------------------- + +def main() -> int: + parser = argparse.ArgumentParser(description="RecursiveMAS container health check") + parser.add_argument( + "--level", + type=int, + choices=[1, 2, 3], + default=3, + help="Run checks up to this level (default: 3 = all)", + ) + args = parser.parse_args() + + print("=" * 54) + print(" RecursiveMAS — container health check") + print("=" * 54) + + level1() + if args.level >= 2: + level2() + if args.level >= 3: + level3() + + passed = sum(Results) + total = len(Results) + print("\n" + "=" * 54) + if passed == total: + print(f"{GREEN}All {total}/{total} checks passed.{RESET}") + return 0 + else: + failed = total - passed + print(f"{RED}{failed}/{total} check(s) failed.{RESET}") + return 1 + + +if __name__ == "__main__": + raise SystemExit(main()) From ccec106a5835df9069005322cd30344a74010e2b Mon Sep 17 00:00:00 2001 From: Claude Date: Mon, 25 May 2026 09:13:07 +0000 Subject: [PATCH 03/17] Add Gradio web UI (serve.py) with model warm-caching serve.py patches load_agent_model_and_tokenizer / release_resources in the base inference module before any submodule imports, keeping all agent models warm in VRAM across requests. Single questions are run through the existing pipeline via a temp medqa-format JSON dataset; structured output is captured with --result_jsonl. UI exposes all five collaboration styles via a dropdown, with sliders for recursive rounds and latent steps. Style switching evicts the VRAM cache automatically. Also adds Dockerfile.serve (inherits cuda base + installs gradio), requirements-serve.txt, and a `serve` service in docker-compose.yml. https://claude.ai/code/session_01CE2uPEFeYKtN3hAXQ1m7jy --- Dockerfile.serve | 30 ++++ docker-compose.yml | 32 +++- requirements-serve.txt | 4 + serve.py | 345 +++++++++++++++++++++++++++++++++++++++++ 4 files changed, 408 insertions(+), 3 deletions(-) create mode 100644 Dockerfile.serve create mode 100644 requirements-serve.txt create mode 100644 serve.py diff --git a/Dockerfile.serve b/Dockerfile.serve new file mode 100644 index 0000000..d9cf35e --- /dev/null +++ b/Dockerfile.serve @@ -0,0 +1,30 @@ +FROM nvidia/cuda:12.4.1-cudnn9-runtime-ubuntu22.04 + +ENV DEBIAN_FRONTEND=noninteractive +ENV PYTHONUNBUFFERED=1 +ENV HF_HOME=/hf_cache +ENV TOKENIZERS_PARALLELISM=false +ENV MAS_FORCE_DISABLE_TORCHVISION=1 + +RUN apt-get update && apt-get install -y --no-install-recommends \ + python3.10 \ + python3.10-dev \ + python3-pip \ + git \ + && rm -rf /var/lib/apt/lists/* \ + && ln -sf /usr/bin/python3.10 /usr/bin/python \ + && ln -sf /usr/bin/pip3 /usr/bin/pip + +WORKDIR /app + +COPY requirements.txt requirements-serve.txt ./ +RUN pip install --no-cache-dir --upgrade pip \ + && pip install --no-cache-dir -r requirements.txt -r requirements-serve.txt + +COPY . . + +VOLUME ["/hf_cache"] + +EXPOSE 7860 + +ENTRYPOINT ["python", "serve.py"] diff --git a/docker-compose.yml b/docker-compose.yml index 280c6d6..10b87a3 100644 --- a/docker-compose.yml +++ b/docker-compose.yml @@ -1,4 +1,5 @@ services: + # ── Batch evaluation ──────────────────────────────────────────────────────── recursivemas: build: . image: recursivemas:latest @@ -12,12 +13,9 @@ services: count: all capabilities: [gpu] environment: - # Pass HF token if models are gated - HF_TOKEN=${HF_TOKEN:-} - # Required only for Deliberation style - TAVILY_API_KEY=${TAVILY_API_KEY:-} volumes: - # Persist downloaded HF checkpoints across container runs - hf_cache:/hf_cache # Override with your desired --style, --dataset, etc. command: @@ -28,5 +26,33 @@ services: - --device - cuda + # ── Web UI (Gradio) ───────────────────────────────────────────────────────── + serve: + build: + context: . + dockerfile: Dockerfile.serve + image: recursivemas-serve:latest + deploy: + resources: + reservations: + devices: + - driver: nvidia + count: all + capabilities: [gpu] + environment: + - HF_TOKEN=${HF_TOKEN:-} + - TAVILY_API_KEY=${TAVILY_API_KEY:-} + volumes: + - hf_cache:/hf_cache + ports: + - "${SERVE_PORT:-7860}:7860" + command: + - python + - serve.py + - --host + - "0.0.0.0" + - --port + - "7860" + volumes: hf_cache: diff --git a/requirements-serve.txt b/requirements-serve.txt new file mode 100644 index 0000000..4f21702 --- /dev/null +++ b/requirements-serve.txt @@ -0,0 +1,4 @@ +# Extra dependencies for the web UI (serve.py) +# Install alongside requirements.txt: +# pip install -r requirements.txt -r requirements-serve.txt +gradio>=4.0.0 diff --git a/serve.py b/serve.py new file mode 100644 index 0000000..835add6 --- /dev/null +++ b/serve.py @@ -0,0 +1,345 @@ +#!/usr/bin/env python3 +""" +Gradio web UI for RecursiveMAS. + +Models are loaded once on first use and kept warm in VRAM. +Style switching evicts the old models before loading the new set. + +Launch: + python serve.py # http://0.0.0.0:7860 + python serve.py --port 8080 --share # public Gradio link +""" +from __future__ import annotations + +import contextlib +import gc +import io +import json +import os +import sys +import tempfile +from pathlib import Path +from typing import Any, Dict, List, Optional, Tuple + +import torch + +# ── Path setup ─────────────────────────────────────────────────────────────── +THIS_DIR = Path(__file__).resolve().parent +if str(THIS_DIR) not in sys.path: + sys.path.insert(0, str(THIS_DIR)) + +# Load .env (TAVILY_API_KEY needed for deliberation style) +_env_path = THIS_DIR / ".env" +if _env_path.is_file(): + for _line in _env_path.read_text(encoding="utf-8").splitlines(): + _line = _line.strip() + if _line and not _line.startswith("#") and "=" in _line: + _k, _, _v = _line.partition("=") + os.environ.setdefault(_k.strip(), _v.strip()) + +os.environ.setdefault("TOKENIZERS_PARALLELISM", "false") +os.environ.setdefault("MAS_FORCE_DISABLE_TORCHVISION", "1") + +# ── Model cache — patch BEFORE importing any pipeline module ───────────────── +# All submodules import inference_mas as `base` and call base.load_agent_model_and_tokenizer +# at call time (not import time), so patching the module attribute propagates correctly. + +import inference_utils.inference_mas as _base # noqa: E402 + +_MODEL_CACHE: Dict[str, Tuple[Any, Any]] = {} +_CURRENT_STYLE: Optional[str] = None +_ORIG_LOAD = _base.load_agent_model_and_tokenizer + + +def _cached_load(model_name_or_path, device, dtype, trust_remote_code, agent_name): + from modeling import resolve_local_pretrained_path + key = resolve_local_pretrained_path(str(model_name_or_path)) + if key not in _MODEL_CACHE: + print(f"[serve] loading {agent_name} into VRAM …", flush=True) + model, tok = _ORIG_LOAD(model_name_or_path, device, dtype, trust_remote_code, agent_name) + _MODEL_CACHE[key] = (model, tok) + print(f"[serve] {agent_name} cached.", flush=True) + else: + print(f"[serve] cache hit: {agent_name}", flush=True) + return _MODEL_CACHE[key] + + +def _noop_release(*_): + pass # keep models warm between requests + + +_base.load_agent_model_and_tokenizer = _cached_load +_base.release_resources = _noop_release + +# ── Import run.py utilities (safe now that patching is done) ───────────────── +from run import ( # noqa: E402 + STYLE_SPECS, + build_cli_for_style, + infer_max_new_tokens, + resolve_style_paths, +) +import gradio as gr # noqa: E402 + + +# ── VRAM management ─────────────────────────────────────────────────────────── + +def _evict_cache() -> None: + global _MODEL_CACHE + for model, tok in _MODEL_CACHE.values(): + del model, tok + _MODEL_CACHE.clear() + gc.collect() + if torch.cuda.is_available(): + torch.cuda.empty_cache() + print("[serve] VRAM cache evicted.", flush=True) + + +# ── Inference ───────────────────────────────────────────────────────────────── + +def _run_single_question( + style: str, + question: str, + device: str, + num_rounds: int, + latent_steps: int, +) -> Tuple[str, str]: + """ + Run the MAS pipeline on one question. + Returns (captured_stdout, parsed_answer_string). + """ + import argparse as _ap + + # Write question to a temporary medqa-format JSON + tmp_json = tempfile.mktemp(suffix=".json") + result_jsonl = tempfile.mktemp(suffix=".jsonl") + with open(tmp_json, "w", encoding="utf-8") as f: + json.dump([{"question": question, "answer": ""}], f) + + try: + # Resolve HF model paths (cached locally after first download) + paths = resolve_style_paths(style, "math500") + family = str(STYLE_SPECS[style]["family"]) + max_new_tokens = infer_max_new_tokens(style, "math500") + + # Minimal args namespace consumed by build_cli_for_style + fake_args = _ap.Namespace( + dataset="math500", + dataset_split="", + num_recursive_rounds=num_rounds, + batch_size=1, + latent_length=latent_steps, + temperature=0.6, + top_p=0.95, + top_k=-1, + trust_remote_code=1, + device=device, + ) + + module, cli_args = build_cli_for_style( + args=fake_args, + family=family, + dataset_arg=tmp_json, # actual dataset = temp JSON (single question) + dataset_split="train", + paths=paths, + latent_steps=latent_steps, + max_new_tokens=max_new_tokens, + ) + cli_args += ["--result_jsonl", result_jsonl, "--num_samples", "-1"] + + # Run with stdout captured + captured = io.StringIO() + old_argv, sys.argv = sys.argv[:], [module.__file__ or "serve"] + cli_args + try: + with contextlib.redirect_stdout(captured): + module.main() + finally: + sys.argv = old_argv + + stdout = captured.getvalue() + + # Read structured result + parsed = "" + if os.path.isfile(result_jsonl): + with open(result_jsonl, encoding="utf-8") as f: + for line in f: + rec = json.loads(line) + parsed = str( + rec.get("pred_answer_parsed") + or rec.get("pred_code_parsed") + or "" + ) + break + + return stdout, parsed + + finally: + for p in (tmp_json, result_jsonl): + try: + os.unlink(p) + except OSError: + pass + + +def _parse_agent_outputs(stdout: str) -> Dict[str, str]: + """Extract Agent1 / Agent2 / Agent3 text outputs from captured stdout.""" + # The pipeline prints labelled sections like "3) Agent1 Output:" etc. + MARKERS = { + "Agent1 Output:": "agent1", + "Agent2 Output:": "agent2", + "Agent3 Output:": "agent3", + } + sections: Dict[str, str] = {} + current_key: Optional[str] = None + buf: List[str] = [] + + for line in stdout.splitlines(): + matched = False + for marker, key in MARKERS.items(): + if marker in line: + if current_key and buf: + sections[current_key] = "\n".join(buf).strip() + current_key = key + buf = [] + matched = True + break + if matched: + continue + if current_key: + # Section ends at a separator or a new numbered label + if line.startswith("=" * 20) or ( + len(line) > 2 and line[0].isdigit() and line[1] in (").", ") ") + ): + sections[current_key] = "\n".join(buf).strip() + current_key = None + buf = [] + else: + buf.append(line) + + if current_key and buf: + sections[current_key] = "\n".join(buf).strip() + + return sections + + +def _build_reply(style: str, parsed: str, stdout: str) -> str: + agents = _parse_agent_outputs(stdout) + parts: List[str] = [f"**Style:** `{style}`"] + + if parsed: + parts.append(f"\n**Answer:** `{parsed}`") + + solver_text = agents.get("agent3", "") + if solver_text: + parts.append("\n---\n**Solver output:**\n" + solver_text) + + # Wrap intermediate agent outputs in collapsible details + for key, label in [("agent1", "Planner"), ("agent2", "Critic / Refiner")]: + text = agents.get(key, "") + if text: + parts.append( + f"\n
{label} output\n\n{text}\n\n
" + ) + + return "\n".join(parts) if len(parts) > 1 else (parsed or stdout[:3000]) + + +# ── Gradio event handler ────────────────────────────────────────────────────── + +def respond( + message: str, + history: List[Tuple[str, str]], + style: str, + num_rounds: int, + latent_steps: int, + device: str, +) -> Tuple[List[Tuple[str, str]], List[Tuple[str, str]], str]: + global _CURRENT_STYLE + + if not message.strip(): + return history, history, "" + + if _CURRENT_STYLE != style and _MODEL_CACHE: + _evict_cache() + _CURRENT_STYLE = style + + try: + stdout, parsed = _run_single_question(style, message, device, num_rounds, latent_steps) + reply = _build_reply(style, parsed, stdout) + except Exception as exc: + reply = f"❌ Error during inference:\n```\n{exc}\n```" + + new_history = history + [(message, reply)] + return new_history, new_history, "" + + +# ── Gradio layout ───────────────────────────────────────────────────────────── + +def build_ui() -> gr.Blocks: + device_opts = ["cuda", "cpu"] if torch.cuda.is_available() else ["cpu"] + + with gr.Blocks(title="RecursiveMAS", theme=gr.themes.Soft()) as demo: + gr.Markdown( + "# RecursiveMAS\n" + "Multi-agent reasoning via latent-space recursion. \n" + "Models are loaded into VRAM on the first request and stay warm for subsequent ones." + ) + + with gr.Row(): + # ── Settings panel ──────────────────────────────────────────── + with gr.Column(scale=1, min_width=260): + gr.Markdown("### Settings") + style_dd = gr.Dropdown( + choices=list(STYLE_SPECS.keys()), + value="sequential_light", + label="Collaboration style", + ) + rounds_sl = gr.Slider(1, 5, value=3, step=1, label="Recursive rounds") + latent_sl = gr.Slider(8, 64, value=32, step=8, label="Latent steps") + device_dd = gr.Dropdown(choices=device_opts, value=device_opts[0], label="Device") + gr.Markdown( + "**Approx. VRAM**\n" + "- `sequential_light` ≈ 5 GB\n" + "- `sequential_scaled` ≈ 12 GB\n" + "- `mixture` ≈ 15 GB\n" + "- `distillation` ≈ 18 GB\n" + "- `deliberation` ≈ 12 GB" + ) + + # ── Chat panel ──────────────────────────────────────────────── + with gr.Column(scale=3): + chatbot = gr.Chatbot(height=520, label="", show_label=False) + with gr.Row(): + msg = gr.Textbox( + placeholder="Ask a math, science, or reasoning question…", + label="", + lines=2, + scale=5, + show_label=False, + ) + send_btn = gr.Button("Send", variant="primary", scale=1) + gr.Button("Clear").click(lambda: ([], []), outputs=[chatbot, gr.State([])]) + + state = gr.State([]) + + for trigger in (send_btn.click, msg.submit): + trigger( + respond, + inputs=[msg, state, style_dd, rounds_sl, latent_sl, device_dd], + outputs=[chatbot, state, msg], + ) + + return demo + + +# ── Entry point ─────────────────────────────────────────────────────────────── + +if __name__ == "__main__": + import argparse as _ap + + p = _ap.ArgumentParser(description="RecursiveMAS web UI") + p.add_argument("--host", default="0.0.0.0", help="Bind host") + p.add_argument("--port", type=int, default=7860, help="Bind port") + p.add_argument("--share", action="store_true", help="Create a public Gradio tunnel") + cfg = p.parse_args() + + build_ui().launch(server_name=cfg.host, server_port=cfg.port, share=cfg.share) From 5160853945bed11af174c308d52179d615158009 Mon Sep 17 00:00:00 2001 From: Claude Date: Thu, 28 May 2026 16:26:41 +0000 Subject: [PATCH 04/17] Add .gitignore and untrack .env MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit .env must never be committed — it contains secrets (TAVILY_API_KEY). Remove it from git tracking and add .gitignore to prevent future accidental commits of .env and Python cache files. https://claude.ai/code/session_01CE2uPEFeYKtN3hAXQ1m7jy --- .env | 1 - .gitignore | 6 ++++++ 2 files changed, 6 insertions(+), 1 deletion(-) delete mode 100644 .env create mode 100644 .gitignore diff --git a/.env b/.env deleted file mode 100644 index 3ff213f..0000000 --- a/.env +++ /dev/null @@ -1 +0,0 @@ -TAVILY_API_KEY=your_tavily_api_key_here \ No newline at end of file diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..f8004b2 --- /dev/null +++ b/.gitignore @@ -0,0 +1,6 @@ +.env +__pycache__/ +*.pyc +*.pyo +*.pyd +.DS_Store From b3a89f3eb3abe340d54bf7ba2c356e14b1f23fb5 Mon Sep 17 00:00:00 2001 From: Claude Date: Thu, 28 May 2026 16:36:54 +0000 Subject: [PATCH 05/17] =?UTF-8?q?Fix=20CUDA=20base=20image=20tag=20(cudnn9?= =?UTF-8?q?=20=E2=86=92=20cudnn)?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit NVIDIA dropped the cuDNN major version suffix from image tags. The correct tag format is now cudnn-runtime, not cudnn9-runtime. https://claude.ai/code/session_01CE2uPEFeYKtN3hAXQ1m7jy --- Dockerfile | 2 +- Dockerfile.serve | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/Dockerfile b/Dockerfile index b2cc0e9..4e0780b 100644 --- a/Dockerfile +++ b/Dockerfile @@ -1,4 +1,4 @@ -FROM nvidia/cuda:12.4.1-cudnn9-runtime-ubuntu22.04 +FROM nvidia/cuda:12.4.1-cudnn-runtime-ubuntu22.04 ENV DEBIAN_FRONTEND=noninteractive ENV PYTHONUNBUFFERED=1 diff --git a/Dockerfile.serve b/Dockerfile.serve index d9cf35e..9b94d50 100644 --- a/Dockerfile.serve +++ b/Dockerfile.serve @@ -1,4 +1,4 @@ -FROM nvidia/cuda:12.4.1-cudnn9-runtime-ubuntu22.04 +FROM nvidia/cuda:12.4.1-cudnn-runtime-ubuntu22.04 ENV DEBIAN_FRONTEND=noninteractive ENV PYTHONUNBUFFERED=1 From 974499526760c16abe08859828d8e89936bb3d0d Mon Sep 17 00:00:00 2001 From: Claude Date: Thu, 28 May 2026 17:15:17 +0000 Subject: [PATCH 06/17] docs: add Docker one-click setup section to README Covers image build, docker compose up, Gradio web UI launch, 3-level health check procedure, and CPU fallback workaround for systems without GPU passthrough (including WSL2 fix steps). Also updates the repository structure listing with new Docker files. https://claude.ai/code/session_01CE2uPEFeYKtN3hAXQ1m7jy --- README.md | 122 +++++++++++++++++++++++++++++++++++++++++++++++++++++- 1 file changed, 121 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index edcbe55..36e1121 100644 --- a/README.md +++ b/README.md @@ -80,6 +80,119 @@ Please set up a search API key (e.g., a Tavily API key) in `.env` file: TAVILY_API_KEY=your_tavily_api_key_here ``` +## 🐳 Docker: One-Click Setup + +> Get a fully isolated, GPU-ready environment running in **~60 seconds** — no conda, no manual driver configuration. + +### Prerequisites + +| Requirement | Notes | +|---|---| +| [Docker Desktop](https://docs.docker.com/get-docker/) ≥ 24 | WSL2 backend required on Windows | +| NVIDIA driver ≥ 470 | [Linux: NVIDIA Container Toolkit](https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/install-guide.html) · Windows: driver with WSL2 support | +| [Hugging Face token](https://huggingface.co/settings/tokens) | Read access, for model downloads | + +### Step 1 — Configure secrets + +Create a `.env` file in the project root (**never commit this file**): + +```env +HF_TOKEN=hf_your_token_here +TAVILY_API_KEY=your_tavily_key_here # required only for deliberation style +``` + +### Step 2 — Build the image + +```bash +docker compose build recursivemas +``` + +The first build takes ~5 minutes to pull the CUDA base layer. All subsequent builds are fully cached. + +### Step 3 — Run batch inference + +```bash +docker compose up recursivemas +``` + +Models are downloaded from Hugging Face on first run and persisted in the `hf_cache` Docker volume — subsequent runs start immediately. + +### Step 4 — Launch the Gradio web UI + +```bash +docker compose up serve +``` + +Open [http://localhost:7860](http://localhost:7860). The UI exposes all 5 collaboration styles. Models are loaded into VRAM on the first request and stay warm for subsequent ones — no reload between questions. + +--- + +### 🩺 Health Check + +Verify the container before running inference: + +```bash +# Level 1 — Python dependencies + all 5 styles registered (no GPU needed) +docker run --rm --entrypoint python recursivemas healthcheck.py --level 1 + +# Level 2 — CUDA device detection + tensor allocation +docker run --rm --entrypoint python recursivemas healthcheck.py --level 2 + +# Level 3 — HuggingFace Hub reachability (requires HF_TOKEN env var) +docker run --rm --entrypoint python -e HF_TOKEN=$HF_TOKEN recursivemas healthcheck.py --level 3 +``` + +Expected output for a passing level-1 check: + +``` +====================================================== + RecursiveMAS — container health check +====================================================== + +[Level 1] Python dependencies + internal modules +[PASS] torch: version=2.9.0+cu128 +[PASS] transformers: version=5.3.0 +[PASS] huggingface_hub: version=1.7.1 +[PASS] accelerate: version=1.12.0 +[PASS] internal modules (modeling, load_from_repo, prompts): 5 styles registered + +====================================================== +All 5/5 checks passed. +``` + +--- + +### ⚠️ No GPU? CPU Fallback + +If your machine has no NVIDIA GPU, or GPU passthrough is not yet configured (common on Windows with WSL2), you can still test the container and run inference on CPU. + +**Create `docker-compose.override.yml`** in the project root to strip the GPU reservation: + +```yaml +services: + recursivemas: + deploy: {} + serve: + deploy: {} +``` + +Then run normally: + +```bash +docker compose up recursivemas +``` + +> CPU inference is significantly slower (minutes per sample vs. seconds on GPU) and is intended for testing and development only. + +**Fixing GPU passthrough on Windows (WSL2)** + +1. Confirm WSL2 is active: `wsl --list --verbose` → `VERSION` column must show **2** +2. Update the NVIDIA Windows driver to ≥ 470 from [nvidia.com/drivers](https://www.nvidia.com/drivers) +3. In Docker Desktop → **Settings → Resources → WSL Integration**, enable your distro +4. Restart Docker Desktop, then re-run `docker compose up` + +--- + ## 💥 Quick Start ### 🤖 Load Model Checkpoints @@ -167,13 +280,20 @@ The current repository is organized as follows: RecursiveMAS/ ├── README.md ├── __init__.py -├── run.py +├── run.py # unified CLI entry point for batch inference +├── serve.py # Gradio web UI (all 5 styles, warm model cache) +├── healthcheck.py # 3-level container health check ├── load_from_repo.py ├── hf_resolver.py ├── modeling.py ├── system_loader.py ├── prompts.py ├── requirements.txt +├── requirements-serve.txt # extra deps for serve.py (gradio) +├── Dockerfile # batch inference image +├── Dockerfile.serve # web UI image +├── docker-compose.yml # orchestrates both services + shared hf_cache volume +├── .dockerignore ├── assets/ ├── dataset/ └── inference_utils/ From 22ac206840e387378c00e9fa650eb5fb845d5db4 Mon Sep 17 00:00:00 2001 From: DanieleS <59105724+danielesalpietro@users.noreply.github.com> Date: Thu, 28 May 2026 19:21:26 +0200 Subject: [PATCH 07/17] chore: add .gitignore and .env.example --- .env.example | 2 ++ 1 file changed, 2 insertions(+) create mode 100644 .env.example diff --git a/.env.example b/.env.example new file mode 100644 index 0000000..551a706 --- /dev/null +++ b/.env.example @@ -0,0 +1,2 @@ +TAVILY_API_KEY=tavily-api-key-here +HF_TOKEN=hf-token-here \ No newline at end of file From 3d20e57a13dfe65ac2f64d935b65074a6a23958b Mon Sep 17 00:00:00 2001 From: Claude Date: Thu, 28 May 2026 17:59:48 +0000 Subject: [PATCH 08/17] docs: add web UI screenshot placeholder and improve CPU fallback instructions - Add assets/webui.png reference after Step 4 (Gradio launch) - Fix CPU override to use runtime: runc (deploy: {} alone is insufficient) - Add docker run alternative for bypassing Compose GPU reservation - Add Linux/macOS and PowerShell variants for no-GPU docker run https://claude.ai/code/session_01CE2uPEFeYKtN3hAXQ1m7jy --- README.md | 49 +++++++++++++++++++++++++++++++++++++++---------- 1 file changed, 39 insertions(+), 10 deletions(-) diff --git a/README.md b/README.md index 36e1121..d723794 100644 --- a/README.md +++ b/README.md @@ -125,6 +125,10 @@ docker compose up serve Open [http://localhost:7860](http://localhost:7860). The UI exposes all 5 collaboration styles. Models are loaded into VRAM on the first request and stay warm for subsequent ones — no reload between questions. +

+ RecursiveMAS Gradio Web UI +

+ --- ### 🩺 Health Check @@ -164,32 +168,57 @@ All 5/5 checks passed. ### ⚠️ No GPU? CPU Fallback -If your machine has no NVIDIA GPU, or GPU passthrough is not yet configured (common on Windows with WSL2), you can still test the container and run inference on CPU. +If your machine has no NVIDIA GPU, or GPU passthrough is not yet configured (common on **Windows + WSL2**), you can still explore the web UI and run inference on CPU. -**Create `docker-compose.override.yml`** in the project root to strip the GPU reservation: +**Step 1 — Create `docker-compose.override.yml`** in the project root: ```yaml services: recursivemas: + runtime: runc deploy: {} serve: + runtime: runc deploy: {} ``` -Then run normally: +The `runtime: runc` key forces the standard Docker runtime, bypassing the NVIDIA hook entirely. + +**Step 2 — Start the web UI** ```bash -docker compose up recursivemas +docker compose down # remove any existing containers +docker compose up serve # start fresh without GPU reservation ``` -> CPU inference is significantly slower (minutes per sample vs. seconds on GPU) and is intended for testing and development only. +Open [http://localhost:7860](http://localhost:7860). The **Device** dropdown will show `cpu` only — select it and send your question. + +> CPU inference is orders of magnitude slower than GPU (several minutes per question vs. a few seconds). It is suitable for exploring the UI and validating the pipeline end-to-end, not for benchmarking. + +**Alternatively**, bypass Compose entirely with `docker run`: + +```bash +# Linux / macOS +docker run --rm -p 7860:7860 \ + -e HF_TOKEN="" -e TAVILY_API_KEY="" \ + -v recursivemas_hf_cache:/hf_cache \ + --entrypoint python recursivemas-serve \ + serve.py --host 0.0.0.0 --port 7860 + +# Windows PowerShell +docker run --rm -p 7860:7860 ` + -e HF_TOKEN="" -e TAVILY_API_KEY="" ` + -v recursivemas_hf_cache:/hf_cache ` + --entrypoint python recursivemas-serve ` + serve.py --host 0.0.0.0 --port 7860 +``` -**Fixing GPU passthrough on Windows (WSL2)** +**Fixing GPU passthrough on Windows (WSL2)** — to unlock full GPU speed: -1. Confirm WSL2 is active: `wsl --list --verbose` → `VERSION` column must show **2** -2. Update the NVIDIA Windows driver to ≥ 470 from [nvidia.com/drivers](https://www.nvidia.com/drivers) -3. In Docker Desktop → **Settings → Resources → WSL Integration**, enable your distro -4. Restart Docker Desktop, then re-run `docker compose up` +1. Run `wsl --list --verbose` — the `VERSION` column must show **2** (not 1) +2. Update the NVIDIA Windows driver to **≥ 470** from [nvidia.com/drivers](https://www.nvidia.com/drivers) +3. Docker Desktop → **Settings → Resources → WSL Integration** → enable your distro +4. Restart Docker Desktop, delete the override file, and re-run `docker compose up serve` --- From 3e562c735b667e5e26e4c8e535cd6157a30834be Mon Sep 17 00:00:00 2001 From: Claude Date: Thu, 28 May 2026 18:13:21 +0000 Subject: [PATCH 09/17] fix: move Gradio theme to launch() for Gradio 6.0 compatibility Gradio 6.0 deprecated passing theme in Blocks() constructor. https://claude.ai/code/session_01CE2uPEFeYKtN3hAXQ1m7jy --- serve.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/serve.py b/serve.py index 835add6..4d0aac1 100644 --- a/serve.py +++ b/serve.py @@ -277,7 +277,7 @@ def respond( def build_ui() -> gr.Blocks: device_opts = ["cuda", "cpu"] if torch.cuda.is_available() else ["cpu"] - with gr.Blocks(title="RecursiveMAS", theme=gr.themes.Soft()) as demo: + with gr.Blocks(title="RecursiveMAS") as demo: gr.Markdown( "# RecursiveMAS\n" "Multi-agent reasoning via latent-space recursion. \n" @@ -342,4 +342,4 @@ def build_ui() -> gr.Blocks: p.add_argument("--share", action="store_true", help="Create a public Gradio tunnel") cfg = p.parse_args() - build_ui().launch(server_name=cfg.host, server_port=cfg.port, share=cfg.share) + build_ui().launch(server_name=cfg.host, server_port=cfg.port, share=cfg.share, theme=gr.themes.Soft()) From 42c7cb5b382a0a54630896d6b7c2533fdfa0f2cb Mon Sep 17 00:00:00 2001 From: Claude Date: Thu, 28 May 2026 18:16:35 +0000 Subject: [PATCH 10/17] chore: add serve-cpu.bat for GPU-less Windows launch Reads HF_TOKEN and TAVILY_API_KEY from .env and starts the Gradio web UI via docker run (no NVIDIA runtime required). https://claude.ai/code/session_01CE2uPEFeYKtN3hAXQ1m7jy --- serve-cpu.bat | 26 ++++++++++++++++++++++++++ 1 file changed, 26 insertions(+) create mode 100644 serve-cpu.bat diff --git a/serve-cpu.bat b/serve-cpu.bat new file mode 100644 index 0000000..7c4821f --- /dev/null +++ b/serve-cpu.bat @@ -0,0 +1,26 @@ +@echo off +setlocal + +REM Load variables from .env (skips comment lines starting with #) +if exist .env ( + for /f "usebackq eol=# tokens=1,* delims==" %%A in (".env") do ( + if not "%%A"=="" set "%%A=%%B" + ) +) + +echo. +echo RecursiveMAS ^| Web UI ^| CPU mode +echo ---------------------------------------- +echo Open http://localhost:7860 in your browser +echo Press Ctrl+C to stop. +echo. + +docker run --rm -p 7860:7860 ^ + -e HF_TOKEN=%HF_TOKEN% ^ + -e TAVILY_API_KEY=%TAVILY_API_KEY% ^ + -v recursivemas_hf_cache:/hf_cache ^ + --entrypoint python ^ + recursivemas-serve ^ + serve.py --host 0.0.0.0 --port 7860 + +endlocal From dbacac823ed67e03afc4ef9b3af46c67b4ea5a91 Mon Sep 17 00:00:00 2001 From: Claude Date: Thu, 28 May 2026 18:39:17 +0000 Subject: [PATCH 11/17] fix: update Chatbot message format for Gradio 6.0 compatibility Gradio 6.0 requires messages as dicts with role/content keys instead of (user, bot) tuples. https://claude.ai/code/session_01CE2uPEFeYKtN3hAXQ1m7jy --- serve.py | 9 ++++++--- 1 file changed, 6 insertions(+), 3 deletions(-) diff --git a/serve.py b/serve.py index 4d0aac1..361fc63 100644 --- a/serve.py +++ b/serve.py @@ -247,12 +247,12 @@ def _build_reply(style: str, parsed: str, stdout: str) -> str: def respond( message: str, - history: List[Tuple[str, str]], + history: List[Dict], style: str, num_rounds: int, latent_steps: int, device: str, -) -> Tuple[List[Tuple[str, str]], List[Tuple[str, str]], str]: +) -> Tuple[List[Dict], List[Dict], str]: global _CURRENT_STYLE if not message.strip(): @@ -268,7 +268,10 @@ def respond( except Exception as exc: reply = f"❌ Error during inference:\n```\n{exc}\n```" - new_history = history + [(message, reply)] + new_history = history + [ + {"role": "user", "content": message}, + {"role": "assistant", "content": reply}, + ] return new_history, new_history, "" From 1032efa09dc2731ff67b3df8c94e62ce147fe099 Mon Sep 17 00:00:00 2001 From: Claude Date: Thu, 28 May 2026 18:42:56 +0000 Subject: [PATCH 12/17] fix: add missing seed and sample_seed to fake_args in serve.py https://claude.ai/code/session_01CE2uPEFeYKtN3hAXQ1m7jy --- serve.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/serve.py b/serve.py index 361fc63..c45b4c9 100644 --- a/serve.py +++ b/serve.py @@ -133,6 +133,8 @@ def _run_single_question( top_k=-1, trust_remote_code=1, device=device, + seed=42, + sample_seed=42, ) module, cli_args = build_cli_for_style( From 3632cfcc0882f8fa7909689aac1ea9dd7aad0828 Mon Sep 17 00:00:00 2001 From: Claude Date: Thu, 28 May 2026 19:41:07 +0000 Subject: [PATCH 13/17] fix: remove redundant python/serve.py from compose command for serve ENTRYPOINT in Dockerfile.serve already runs python serve.py. The command block should only pass arguments, not repeat the executable. https://claude.ai/code/session_01CE2uPEFeYKtN3hAXQ1m7jy --- docker-compose.yml | 2 -- 1 file changed, 2 deletions(-) diff --git a/docker-compose.yml b/docker-compose.yml index 10b87a3..b81efc6 100644 --- a/docker-compose.yml +++ b/docker-compose.yml @@ -47,8 +47,6 @@ services: ports: - "${SERVE_PORT:-7860}:7860" command: - - python - - serve.py - --host - "0.0.0.0" - --port From 78b8a872f9808b1d8f5341664eabfa319b622729 Mon Sep 17 00:00:00 2001 From: Claude Date: Thu, 28 May 2026 20:06:35 +0000 Subject: [PATCH 14/17] feat: add first-use download info message below style dropdown https://claude.ai/code/session_01CE2uPEFeYKtN3hAXQ1m7jy --- serve.py | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/serve.py b/serve.py index c45b4c9..951ed4c 100644 --- a/serve.py +++ b/serve.py @@ -298,6 +298,11 @@ def build_ui() -> gr.Blocks: value="sequential_light", label="Collaboration style", ) + gr.Markdown( + "> ℹ️ **First use:** model weights are downloaded from HuggingFace " + "and cached locally. This may take several minutes depending on your connection. " + "Subsequent runs and style switches load from cache instantly." + ) rounds_sl = gr.Slider(1, 5, value=3, step=1, label="Recursive rounds") latent_sl = gr.Slider(8, 64, value=32, step=8, label="Latent steps") device_dd = gr.Dropdown(choices=device_opts, value=device_opts[0], label="Device") From 36dab1ab3cb0123a424b39ccaed3763314f7f278 Mon Sep 17 00:00:00 2001 From: DanieleS <59105724+danielesalpietro@users.noreply.github.com> Date: Thu, 28 May 2026 22:46:30 +0200 Subject: [PATCH 15/17] Create webui.png --- assets/webui.png | Bin 0 -> 363068 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 assets/webui.png diff --git a/assets/webui.png b/assets/webui.png new file mode 100644 index 0000000000000000000000000000000000000000..493aed8d8933ab387aa6a69e577aa1b625097906 GIT binary patch literal 363068 zcmdqJ1z227vmlIyAc5fS1PShg69x+j?kL$F}MEkFnm2m}c(!QI{6o!Lp= zPwxHq?%p@w-FNRk|IA^YQ(e-1s{2%TS630Pq#*MIjRXx24(`cISxFT*I8;nHIHab> zk6NG*bFL=zwxa6M;jIX4L2!>a#+(jam9CLu+ 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- RecursiveMAS Gradio Web UI -

- --- ### 🩺 Health Check From 533ad2146b915c6fc1128cd0b722685d1186c51b Mon Sep 17 00:00:00 2001 From: Claude Date: Thu, 28 May 2026 20:58:12 +0000 Subject: [PATCH 17/17] docs: add Gradio web UI screenshot to README https://claude.ai/code/session_01CE2uPEFeYKtN3hAXQ1m7jy --- README.md | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/README.md b/README.md index 4503cc2..d723794 100644 --- a/README.md +++ b/README.md @@ -125,6 +125,10 @@ docker compose up serve Open [http://localhost:7860](http://localhost:7860). The UI exposes all 5 collaboration styles. Models are loaded into VRAM on the first request and stay warm for subsequent ones — no reload between questions. +

+ RecursiveMAS Gradio Web UI +

+ --- ### 🩺 Health Check