A local-first private AI assistant for everyday use. Runs on-device models with encrypted P2P sync, and supports sharing chats publicly on ATProto.
Merge pull request #111 from tilesprivacy/fix/qwen3.5-load-issue
fix: updated mlx related pkgs + end condition for stopping model request loop
authored by
Anandu Pavanan
and committed by
GitHub
fdc886c4
d874af2d
+665
-777
+2
-2
modelfiles/qwen
+2
-2
modelfiles/qwen
+6
pkg/scripts/preinstall
+6
pkg/scripts/preinstall
-7
server/api.py
-7
server/api.py
···
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from pydantic import BaseModel, Field
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from . import runtime
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from .hf_downloader import pull_model
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from .mem_agent.engine import execute_sandboxed_code
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from .mem_agent.utils import (
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create_memory_if_not_exists,
···
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@app.get("/ping")
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async def ping():
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return {"message": "Badda-Bing Badda-Bang"}
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-
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-
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@app.post("/download")
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async def download(request: downloadRequest):
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"""Download the model"""
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runtime.backend.download_model(request.model)
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@app.post("/start")
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server/backend/mlx.py
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server/backend/mlx.py
···
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from ..reasoning_utils import ReasoningExtractor
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from ..cache_utils import get_model_path
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from ..hf_downloader import pull_model
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from ..schemas import (
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ChatCompletionRequest,
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ChatMessage,
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GenerationMetrics,
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ResponsesRequest,
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ResponsesResponse,
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downloadRequest,
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)
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from .mlx_runner import MLXRunner
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···
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_current_model_path: Optional[str] = None
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# Store generated responses for follow-up support (previous_response_id)
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_responses: Dict[str, ResponsesResponse] = {}
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-
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-
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def download_model(model_name: str):
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"""Download the model"""
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if pull_model(model_name):
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return {"message": "Model downloaded"}
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else:
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raise HTTPException(status_code=400, detail="Downloading model failed")
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def get_or_load_model(
-145
server/hf_downloader.py
-145
server/hf_downloader.py
···
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import json
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import os
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import subprocess
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import sys
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import tempfile
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try:
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from .cache_utils import (
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MODEL_CACHE,
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hf_to_cache_dir,
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is_model_healthy,
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parse_model_spec,
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)
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except ImportError:
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from pathlib import Path
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def parse_model_spec(x): return (x, None)
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def hf_to_cache_dir(x): return x
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if "HF_HOME" in os.environ:
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MODEL_CACHE = Path(os.environ["HF_HOME"]) / "hub"
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else:
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MODEL_CACHE = Path(os.path.expanduser("~/.cache/huggingface/hub"))
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def is_model_healthy(x): return False
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def describe_http_exception(exc):
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if hasattr(exc, "response") and exc.response is not None:
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status = getattr(exc.response, "status_code", None)
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url = getattr(exc.response, "url", None)
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if status == 401:
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return f"[ERROR] Unauthorized (401): Check your HuggingFace token or login.\nURL: {url}"
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elif status == 403:
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return f"[ERROR] Forbidden (403): Access denied.\nURL: {url}"
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elif status == 404:
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return f"[ERROR] Not Found (404): Resource does not exist.\nURL: {url}"
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elif status >= 500:
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return f"[ERROR] Server Error ({status}): Problem on HuggingFace's side.\nURL: {url}\nTry again later."
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else:
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return f"[ERROR] HTTP Error {status}: {exc}\nURL: {url}"
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return f"[ERROR] HTTP Error: {exc}"
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def configure_download_environment():
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os.environ['HF_HUB_DOWNLOAD_THREADS'] = '1'
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os.environ['HF_HUB_DOWNLOAD_CHUNK_SIZE'] = '524288' # 512KB chunks for household-friendly downloads
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os.environ['HF_HUB_ENABLE_HF_TRANSFER'] = 'false'
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def pull_model(model_spec):
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original_spec = model_spec
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model_name, commit_hash = parse_model_spec(model_spec)
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# Validate HuggingFace Hub repository name length limit (Issue #6)
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if len(model_name) > 96:
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print(f"[ERROR] Repository name exceeds HuggingFace Hub limit: {len(model_name)}/96 characters")
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print("Repository names longer than 96 characters cannot exist on HuggingFace Hub.")
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print(f"Invalid name: '{model_name}'")
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return False
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if "/" not in original_spec.split("@")[0] and "/" in model_name:
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confirm = input(f"Download '{model_name}'? [Y/n] ")
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if confirm.lower() == "n":
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print("Download cancelled.")
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return False
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base_cache_dir = MODEL_CACHE / hf_to_cache_dir(model_name)
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if commit_hash:
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hash_dir = base_cache_dir / "snapshots" / commit_hash
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if hash_dir.exists() and is_model_healthy(f"{model_name}@{commit_hash}"):
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print("Model already exists")
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return True
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else:
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if base_cache_dir.exists() and is_model_healthy(model_name):
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print("Model already exists")
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return True
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print(f"Downloading {model_name}...")
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# Build kwargs dict for the worker
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kwargs_dict = {
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"repo_id": model_name,
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"local_dir_use_symlinks": False,
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"max_workers": 1
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}
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if commit_hash:
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kwargs_dict["revision"] = commit_hash
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# if "mlx-community" in model_name:
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kwargs_dict["allow_patterns"] = [
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"*.json", "*.txt", "*.safetensors", "*.md", "*.gitattributes", "LICENSE"
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]
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# if "mlx-community" not in model_name:
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# confirm = input(f"[WARNING] {model_name} is not an MLX model (may be >1GB). Continue? [y/N] ")
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# if confirm.lower() != "y":
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# print("Download cancelled.")
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# return
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kwargs_str = json.dumps(kwargs_dict, indent=2)
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with tempfile.NamedTemporaryFile(mode='w', suffix='.json', delete=False) as f:
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f.write(kwargs_str)
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kwargs_file = f.name
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# Call the worker as subprocess with nice priority
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worker_path = os.path.join(os.path.dirname(__file__), "throttled_download_worker.py")
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try:
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result = subprocess.run(
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['nice', '-n', '19', sys.executable, worker_path, kwargs_file],
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check=False
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)
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if result.returncode == 0:
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print("Download completed successfully.")
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return True
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elif result.returncode in (10, 11, 12, 13, 14, 15):
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# Already handled in worker, do NOT retry fallback
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print("[WARNING] Fatal error encountered in throttled download, not attempting fallback.")
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return False
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else:
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print("[WARNING] Throttled download failed or was interrupted.")
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print("Attempting fallback download with standard throttling...")
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try:
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import requests
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from huggingface_hub import snapshot_download
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configure_download_environment()
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snapshot_download(**kwargs_dict)
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print("Download completed successfully.")
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return True
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except requests.exceptions.HTTPError as e:
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print(describe_http_exception(e))
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return False
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except requests.exceptions.ConnectionError:
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print("[ERROR] Network connection error. Please check your internet connection and try again.")
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return False
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except requests.exceptions.Timeout:
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print("[ERROR] Download timed out. Please try again.")
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return False
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except KeyboardInterrupt:
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print("\n[WARNING] Download cancelled by user.")
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return False
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except Exception as e:
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print(f"[ERROR] Unexpected error during fallback download: {type(e).__name__}: {e}")
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return False
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except KeyboardInterrupt:
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print("\n[WARNING] Download cancelled by user.")
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return False
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except ImportError:
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print("huggingface-hub is not installed. Please install it with: pip install huggingface-hub")
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return False
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except Exception as e:
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print(f"[ERROR] Unexpected error: {type(e).__name__}: {e}")
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return False
+7
-5
server/pyproject.toml
+7
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server/pyproject.toml
···
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description = "Local MLX inference server for the Tiles CLI"
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requires-python = "==3.13.*"
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dependencies = [
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"fastapi",
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"uvicorn",
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"mlx-lm",
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"black",
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"huggingface-hub>=0.34.0",
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"fastapi==0.119.0",
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"uvicorn==0.38.0",
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"mlx-lm==0.31.0",
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"black==25.9.0",
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"openai-harmony==0.0.8",
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"openresponses-types"
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]
···
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[tool.setuptools.packages.find]
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exclude = ["backend", "backend.*"]
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+
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[tool.uv]
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exclude-newer="10 days"
+19
-12
server/stack/requirements/app-server/packages-app-server.txt
+19
-12
server/stack/requirements/app-server/packages-app-server.txt
···
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# Package summary for app-server
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# Auto-generated by venvstacks (DO NOT EDIT)
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annotated-doc==0.0.4
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annotated-types==0.7.0
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anyio==4.12.1
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anyio==4.13.0
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black==25.9.0
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certifi==2026.2.25
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charset-normalizer==3.4.6
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click==8.3.1
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fastapi==0.119.0
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filelock==3.25.2
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fsspec==2026.2.0
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fsspec==2026.3.0
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h11==0.16.0
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hf-xet==1.4.2
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huggingface-hub==0.35.0
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httpcore==1.0.9
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httpx==0.28.1
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huggingface-hub==1.8.0
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idna==3.11
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jinja2==3.1.6
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markdown-it-py==4.0.0
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markupsafe==3.0.3
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mlx-lm==0.28.3
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mdurl==0.1.2
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mlx-lm==0.31.0
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mypy-extensions==1.1.0
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numpy==2.4.3
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numpy==2.4.4
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openai-harmony==0.0.8
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openresponses-types==2.3.0.post1
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packaging==26.0
···
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protobuf==7.34.1
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pydantic==2.12.5
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pydantic-core==2.41.5
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pygments==2.20.0
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pytokens==0.4.1
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pyyaml==6.0.3
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regex==2026.2.28
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requests==2.32.5
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regex==2026.3.32
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rich==14.3.3
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safetensors==0.7.0
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sentencepiece==0.2.1
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shellingham==1.5.4
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starlette==0.48.0
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tokenizers==0.22.2
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tqdm==4.67.3
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transformers==4.57.6
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transformers==5.4.0
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typer==0.24.1
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typing-extensions==4.15.0
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typing-inspection==0.4.2
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urllib3==2.6.3
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uvicorn==0.38.0
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# Shared packages inherited from other layers
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mlx-metal==0.29.3 ; platform_machine == 'arm64' and sys_platform == 'darwin'
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mlx==0.29.3 ; platform_machine == 'arm64' and sys_platform == 'darwin'
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mlx-metal==0.31.1 ; platform_machine == 'arm64' and sys_platform == 'darwin'
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mlx==0.31.1 ; platform_machine == 'arm64' and sys_platform == 'darwin'
+3
-3
server/stack/requirements/app-server/pylock.app-server.meta.json
+3
-3
server/stack/requirements/app-server/pylock.app-server.meta.json
···
1
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"lock_version": 1,
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"locked_at": "2026-03-22T21:45:51.270370+00:00",
4
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"locked_at": "2026-03-29T17:39:54.163496+00:00",
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"other_inputs_hash": "sha256:63b3c2cfe2ec414938e81dace7aac779c7b902bae681618cd8827e9f16880985",
6
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"requirements_hash": "sha256:167a9044a762af6b1b0b26589b77a245bf351a3b74860bc9f1bc6a07053a48a7",
6
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"requirements_hash": "sha256:d848ff36972adee8df190ab839a11cd766fcdd9577ae2e24ebbe1f25f9074da3",
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"version_inputs_hash": "sha256:58db986b7cd72eeded675f7c9afd8138fe024fb51451131b5562922bbde3cf43"
8
8
}
+256
-149
server/stack/requirements/app-server/pylock.app-server.toml
+256
-149
server/stack/requirements/app-server/pylock.app-server.toml
···
6
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requires-python = "==3.13.*"
7
7
8
8
[[packages]]
9
+
name = "annotated-doc"
10
+
version = "0.0.4"
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index = "https://pypi.org/simple"
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+
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[[packages.wheels]]
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15
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upload-time = 2025-11-10T22:07:40Z
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size = 5303
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18
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[packages.wheels.hashes]
19
+
sha256 = "571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320"
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21
+
[[packages]]
9
22
name = "annotated-types"
10
23
version = "0.7.0"
11
24
index = "https://pypi.org/simple"
···
20
33
21
34
[[packages]]
22
35
name = "anyio"
23
-
version = "4.12.1"
36
+
version = "4.13.0"
24
37
index = "https://pypi.org/simple"
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26
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[[packages.wheels]]
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31
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[packages.wheels.hashes]
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46
34
47
[[packages]]
35
48
name = "black"
···
74
87
sha256 = "027692e4402ad994f1c42e52a4997a9763c646b73e4096e4d5d6db8af1d6f0fa"
75
88
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[[packages]]
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-
name = "charset-normalizer"
78
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version = "3.4.6"
79
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index = "https://pypi.org/simple"
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-
81
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[[packages.wheels]]
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[packages.wheels.hashes]
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[[packages.wheels]]
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[packages.wheels.hashes]
95
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-
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[[packages.wheels]]
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102
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[packages.wheels.hashes]
103
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-
105
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[[packages.wheels]]
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107
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-
110
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[packages.wheels.hashes]
111
-
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112
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113
-
[[packages]]
114
90
name = "click"
115
91
version = "8.3.1"
116
92
index = "https://pypi.org/simple"
···
151
127
152
128
[[packages]]
153
129
name = "fsspec"
154
-
version = "2026.2.0"
130
+
version = "2026.3.0"
155
131
index = "https://pypi.org/simple"
156
132
157
133
[[packages.wheels]]
158
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159
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135
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136
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161
137
162
138
[packages.wheels.hashes]
163
-
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139
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164
140
165
141
[[packages]]
166
142
name = "h11"
···
229
205
sha256 = "6b0932eb8b10317ea78b7da6bab172b17be03bbcd7809383d8d5abd6a2233e04"
230
206
231
207
[[packages]]
208
+
name = "httpcore"
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53
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upload-time = 2026-03-12T02:15:48Z
54
+
size = 38624074
55
55
56
56
[packages.wheels.hashes]
57
-
sha256 = "27b5a4d905202a71e84d9fd559ea0236813f6f960ef494e5cafe9c45df4c9d7c"
57
+
sha256 = "70741174131dbf7fdd479cb730e06e08c358eac3bf7905d9e884e7960cfdd5b8"
58
58
59
59
[[packages.wheels]]
60
-
url = "https://files.pythonhosted.org/packages/c0/d8/5ee91eac16dfcf0334103120b47d4abd8c890ccc0d73d3eee4770ce8810f/mlx_metal-0.29.3-py3-none-macosx_14_0_arm64.whl"
61
-
upload-time = 2025-10-17T19:18:42Z
62
-
size = 36555573
60
+
url = "https://files.pythonhosted.org/packages/c7/34/4c3c6890ce6095b2ab2ba2f5f15c9a7ba17208d47f8cacb572885a2dc0eb/mlx_metal-0.31.1-py3-none-macosx_15_0_arm64.whl"
61
+
upload-time = 2026-03-12T02:15:51Z
62
+
size = 38618950
63
63
64
64
[packages.wheels.hashes]
65
-
sha256 = "f426d4b67f96b4d6f0ed50d5992933595aadb370dc3e9ed2410bafbc16229882"
65
+
sha256 = "6c56bd8cd27743e635f5a90a22535af7c31bd22b4b126d46b6da2da52d72e413"
66
66
67
67
[[packages.wheels]]
68
-
url = "https://files.pythonhosted.org/packages/cd/9a/39b7ecdf21cf2a39ced8d7933eed65c6cb38295cadfd0907dd1abd4d1ded/mlx_metal-0.29.3-py3-none-macosx_15_0_arm64.whl"
69
-
upload-time = 2025-10-17T19:18:37Z
70
-
size = 36549163
68
+
url = "https://files.pythonhosted.org/packages/51/bc/987cb99e3aafb296aa11ce5133838a10eae8447edd53168d0804d4fb3a14/mlx_metal-0.31.1-py3-none-macosx_26_0_arm64.whl"
69
+
upload-time = 2026-03-12T02:15:54Z
70
+
size = 49256543
71
71
72
72
[packages.wheels.hashes]
73
-
sha256 = "106616f7f825851043c53d3dc186965c003985da9cbb6e5c034f35108fc1fc27"
73
+
sha256 = "e7324b7c56b519ae67c025d3ced07e5d35bc3a9f19d4c45fe4927f385148c59e"
+1
-1
server/stack/requirements/framework-mlx/requirements-framework-mlx.in
+1
-1
server/stack/requirements/framework-mlx/requirements-framework-mlx.in
+2
-3
server/stack/venvstacks.toml
+2
-3
server/stack/venvstacks.toml
···
14
14
linux_target = "glibc@2.35"
15
15
macosx_target = "14"
16
16
requirements = [
17
-
"mlx==0.29.3"
17
+
"mlx==0.31.1"
18
18
]
19
19
20
20
[[applications]]
···
24
24
requirements = [
25
25
"fastapi==0.119.0",
26
26
"uvicorn==0.38.0",
27
-
"mlx-lm==0.28.3",
27
+
"mlx-lm==0.31.0",
28
28
"black==25.9.0",
29
-
"huggingface-hub==0.35.0",
30
29
"openai-harmony==0.0.8",
31
30
"openresponses-types"
32
31
]
-163
server/throttled_download_worker.py
-163
server/throttled_download_worker.py
···
1
-
import json
2
-
import os
3
-
import signal
4
-
import sys
5
-
import time
6
-
from typing import Any
7
-
8
-
# Global tracking for accurate download rate
9
-
_download_stats = {
10
-
'bytes_downloaded': 0,
11
-
'start_time': None,
12
-
'last_update': None,
13
-
'actual_download_time': 0.0 # Time spent actually downloading (without delays)
14
-
}
15
-
16
-
17
-
def signal_handler(signum: int, frame: Any) -> None:
18
-
print("\n[WARNING] Download cancelled by user.")
19
-
sys.exit(0)
20
-
21
-
signal.signal(signal.SIGINT, signal_handler)
22
-
signal.signal(signal.SIGTERM, signal_handler)
23
-
24
-
os.environ["HF_HUB_DOWNLOAD_THREADS"] = "1"
25
-
os.environ["HF_HUB_DOWNLOAD_CHUNK_SIZE"] = "524288" # 512KB chunks (half size)
26
-
os.environ["HF_HUB_ENABLE_HF_TRANSFER"] = "false"
27
-
28
-
try:
29
-
import requests
30
-
from huggingface_hub import snapshot_download
31
-
except ImportError:
32
-
print("[ERROR] huggingface_hub or requests not installed in worker environment!")
33
-
sys.exit(2)
34
-
35
-
# Throttle all HTTP(S) requests with adaptive delays
36
-
original_get = requests.get
37
-
original_post = requests.post
38
-
39
-
def get_adaptive_delay(url: str, response: Any) -> float:
40
-
"""Calculate delay based on file type and size"""
41
-
if not url:
42
-
return 1.0
43
-
44
-
# Check if this is a large model file download
45
-
if any(ext in url.lower() for ext in ['.safetensors', '.bin', '.pth']):
46
-
# For large model files, use more aggressive throttling
47
-
content_length = response.headers.get('content-length')
48
-
if content_length:
49
-
size_mb = int(content_length) / (1024 * 1024)
50
-
if size_mb > 100: # Files larger than 100MB
51
-
return 3.0 # 3 second delay between chunks
52
-
elif size_mb > 10: # Files larger than 10MB
53
-
return 2.0 # 2 second delay
54
-
return 2.0 # Default for model files
55
-
56
-
# Regular files (config.json, tokenizer files, etc.)
57
-
return 0.5
58
-
59
-
def throttled_get(*args: Any, **kwargs: Any) -> Any:
60
-
download_start = time.time()
61
-
response = original_get(*args, **kwargs)
62
-
download_end = time.time()
63
-
64
-
# Track actual download time (without delays)
65
-
actual_download_time = download_end - download_start
66
-
_download_stats['actual_download_time'] += actual_download_time
67
-
68
-
# Track bytes if we can determine them
69
-
url = args[0] if args else kwargs.get('url', '')
70
-
if hasattr(response, 'headers') and 'content-length' in response.headers:
71
-
content_length = int(response.headers['content-length'])
72
-
_download_stats['bytes_downloaded'] += content_length
73
-
74
-
# Initialize timing if first download
75
-
if _download_stats['start_time'] is None:
76
-
_download_stats['start_time'] = download_start
77
-
78
-
# Print accurate rate every ~5MB or every 10 seconds
79
-
now = time.time()
80
-
if (_download_stats['last_update'] is None or
81
-
now - _download_stats['last_update'] > 10 or
82
-
_download_stats['bytes_downloaded'] % (5 * 1024 * 1024) < content_length):
83
-
84
-
if _download_stats['actual_download_time'] > 0:
85
-
real_rate_mbps = (_download_stats['bytes_downloaded'] / _download_stats['actual_download_time']) / (1024 * 1024)
86
-
total_mb = _download_stats['bytes_downloaded'] / (1024 * 1024)
87
-
print(f"[THROTTLE] Downloaded {total_mb:.1f}MB at real rate: {real_rate_mbps:.1f}MB/s (excluding delays)")
88
-
_download_stats['last_update'] = now
89
-
90
-
delay = get_adaptive_delay(url, response)
91
-
time.sleep(delay)
92
-
return response
93
-
94
-
def throttled_post(*args: Any, **kwargs: Any) -> Any:
95
-
response = original_post(*args, **kwargs)
96
-
time.sleep(0.5)
97
-
return response
98
-
99
-
requests.get = throttled_get
100
-
requests.post = throttled_post
101
-
102
-
def main() -> None:
103
-
if len(sys.argv) != 2:
104
-
print("Usage: python throttled_download_worker.py <kwargs_file.json>")
105
-
sys.exit(1)
106
-
107
-
kwargs_file = sys.argv[1]
108
-
try:
109
-
with open(kwargs_file) as f:
110
-
kwargs_dict = json.load(f)
111
-
except Exception as e:
112
-
print(f"[ERROR] Could not read worker kwargs: {e}")
113
-
sys.exit(1)
114
-
115
-
try:
116
-
snapshot_download(**kwargs_dict)
117
-
except requests.exceptions.HTTPError as e:
118
-
status = getattr(e.response, "status_code", None)
119
-
url = getattr(e.response, "url", None)
120
-
if status == 401:
121
-
print(f"[ERROR] Unauthorized (401): Check your HuggingFace token or login.\nURL: {url}")
122
-
sys.exit(10)
123
-
elif status == 403:
124
-
print(f"[ERROR] Forbidden (403): Access denied.\nURL: {url}")
125
-
sys.exit(11)
126
-
elif status == 404:
127
-
print(f"[ERROR] Not Found (404): Resource does not exist.\nURL: {url}")
128
-
sys.exit(12)
129
-
else:
130
-
print(f"[ERROR] HTTP Error: {e}")
131
-
sys.exit(2)
132
-
except requests.exceptions.ConnectionError:
133
-
print("[ERROR] Network connection error. Please check your internet connection and try again.")
134
-
sys.exit(20)
135
-
except PermissionError as e:
136
-
print(f"[ERROR] Permission denied: {e.filename if hasattr(e, 'filename') else 'check file permissions'}")
137
-
print(" Ensure you have write access to the cache directory.")
138
-
sys.exit(13)
139
-
except OSError as e:
140
-
import errno
141
-
if e.errno == errno.ENOSPC:
142
-
print("[ERROR] No space left on device. Please free up disk space and try again.")
143
-
sys.exit(14)
144
-
elif e.errno == errno.EACCES:
145
-
print(f"[ERROR] Access denied: {e.filename if hasattr(e, 'filename') else 'check permissions'}")
146
-
sys.exit(13)
147
-
else:
148
-
print(f"[ERROR] OS Error during download: {e}")
149
-
sys.exit(15)
150
-
except Exception as e:
151
-
print(f"[ERROR] Unexpected error during download: {type(e).__name__}: {e}")
152
-
sys.exit(2)
153
-
finally:
154
-
try:
155
-
os.unlink(kwargs_file)
156
-
except Exception:
157
-
pass
158
-
159
-
sys.exit(0)
160
-
161
-
if __name__ == "__main__":
162
-
main()
163
-
+317
-232
server/uv.lock
+317
-232
server/uv.lock
···
2
2
revision = 3
3
3
requires-python = "==3.13.*"
4
4
5
+
[options]
6
+
exclude-newer = "2026-03-19T13:23:15.459975Z"
7
+
exclude-newer-span = "P10D"
8
+
9
+
[[package]]
10
+
name = "annotated-doc"
11
+
version = "0.0.4"
12
+
source = { registry = "https://pypi.org/simple" }
13
+
sdist = { url = "https://files.pythonhosted.org/packages/57/ba/046ceea27344560984e26a590f90bc7f4a75b06701f653222458922b558c/annotated_doc-0.0.4.tar.gz", hash = "sha256:fbcda96e87e9c92ad167c2e53839e57503ecfda18804ea28102353485033faa4", size = 7288, upload-time = "2025-11-10T22:07:42.062Z" }
14
+
wheels = [
15
+
{ url = "https://files.pythonhosted.org/packages/1e/d3/26bf1008eb3d2daa8ef4cacc7f3bfdc11818d111f7e2d0201bc6e3b49d45/annotated_doc-0.0.4-py3-none-any.whl", hash = "sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320", size = 5303, upload-time = "2025-11-10T22:07:40.673Z" },
16
+
]
17
+
5
18
[[package]]
6
19
name = "annotated-types"
7
20
version = "0.7.0"
···
13
26
14
27
[[package]]
15
28
name = "anyio"
16
-
version = "4.11.0"
29
+
version = "4.12.1"
17
30
source = { registry = "https://pypi.org/simple" }
18
31
dependencies = [
19
32
{ name = "idna" },
20
-
{ name = "sniffio" },
21
33
]
22
-
sdist = { url = "https://files.pythonhosted.org/packages/c6/78/7d432127c41b50bccba979505f272c16cbcadcc33645d5fa3a738110ae75/anyio-4.11.0.tar.gz", hash = "sha256:82a8d0b81e318cc5ce71a5f1f8b5c4e63619620b63141ef8c995fa0db95a57c4", size = 219094, upload-time = "2025-09-23T09:19:12.58Z" }
34
+
sdist = { url = "https://files.pythonhosted.org/packages/96/f0/5eb65b2bb0d09ac6776f2eb54adee6abe8228ea05b20a5ad0e4945de8aac/anyio-4.12.1.tar.gz", hash = "sha256:41cfcc3a4c85d3f05c932da7c26d0201ac36f72abd4435ba90d0464a3ffed703", size = 228685, upload-time = "2026-01-06T11:45:21.246Z" }
23
35
wheels = [
24
-
{ url = "https://files.pythonhosted.org/packages/15/b3/9b1a8074496371342ec1e796a96f99c82c945a339cd81a8e73de28b4cf9e/anyio-4.11.0-py3-none-any.whl", hash = "sha256:0287e96f4d26d4149305414d4e3bc32f0dcd0862365a4bddea19d7a1ec38c4fc", size = 109097, upload-time = "2025-09-23T09:19:10.601Z" },
36
+
{ url = "https://files.pythonhosted.org/packages/38/0e/27be9fdef66e72d64c0cdc3cc2823101b80585f8119b5c112c2e8f5f7dab/anyio-4.12.1-py3-none-any.whl", hash = "sha256:d405828884fc140aa80a3c667b8beed277f1dfedec42ba031bd6ac3db606ab6c", size = 113592, upload-time = "2026-01-06T11:45:19.497Z" },
25
37
]
26
38
27
39
[[package]]
···
47
59
48
60
[[package]]
49
61
name = "certifi"
50
-
version = "2025.10.5"
62
+
version = "2026.2.25"
51
63
source = { registry = "https://pypi.org/simple" }
52
-
sdist = { url = "https://files.pythonhosted.org/packages/4c/5b/b6ce21586237c77ce67d01dc5507039d444b630dd76611bbca2d8e5dcd91/certifi-2025.10.5.tar.gz", hash = "sha256:47c09d31ccf2acf0be3f701ea53595ee7e0b8fa08801c6624be771df09ae7b43", size = 164519, upload-time = "2025-10-05T04:12:15.808Z" }
64
+
sdist = { url = "https://files.pythonhosted.org/packages/af/2d/7bf41579a8986e348fa033a31cdd0e4121114f6bce2457e8876010b092dd/certifi-2026.2.25.tar.gz", hash = "sha256:e887ab5cee78ea814d3472169153c2d12cd43b14bd03329a39a9c6e2e80bfba7", size = 155029, upload-time = "2026-02-25T02:54:17.342Z" }
53
65
wheels = [
54
-
{ url = "https://files.pythonhosted.org/packages/e4/37/af0d2ef3967ac0d6113837b44a4f0bfe1328c2b9763bd5b1744520e5cfed/certifi-2025.10.5-py3-none-any.whl", hash = "sha256:0f212c2744a9bb6de0c56639a6f68afe01ecd92d91f14ae897c4fe7bbeeef0de", size = 163286, upload-time = "2025-10-05T04:12:14.03Z" },
55
-
]
56
-
57
-
[[package]]
58
-
name = "charset-normalizer"
59
-
version = "3.4.4"
60
-
source = { registry = "https://pypi.org/simple" }
61
-
sdist = { url = "https://files.pythonhosted.org/packages/13/69/33ddede1939fdd074bce5434295f38fae7136463422fe4fd3e0e89b98062/charset_normalizer-3.4.4.tar.gz", hash = "sha256:94537985111c35f28720e43603b8e7b43a6ecfb2ce1d3058bbe955b73404e21a", size = 129418, upload-time = "2025-10-14T04:42:32.879Z" }
62
-
wheels = [
63
-
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64
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65
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{ url = "https://files.pythonhosted.org/packages/89/c5/adb8c8b3d6625bef6d88b251bbb0d95f8205831b987631ab0c8bb5d937c2/charset_normalizer-3.4.4-cp313-cp313-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:3162d5d8ce1bb98dd51af660f2121c55d0fa541b46dff7bb9b9f86ea1d87de72", size = 144180, upload-time = "2025-10-14T04:41:15.588Z" },
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{ url = "https://files.pythonhosted.org/packages/91/ed/9706e4070682d1cc219050b6048bfd293ccf67b3d4f5a4f39207453d4b99/charset_normalizer-3.4.4-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:81d5eb2a312700f4ecaa977a8235b634ce853200e828fbadf3a9c50bab278328", size = 161346, upload-time = "2025-10-14T04:41:16.738Z" },
67
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{ url = "https://files.pythonhosted.org/packages/d5/0d/031f0d95e4972901a2f6f09ef055751805ff541511dc1252ba3ca1f80cf5/charset_normalizer-3.4.4-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:5bd2293095d766545ec1a8f612559f6b40abc0eb18bb2f5d1171872d34036ede", size = 158874, upload-time = "2025-10-14T04:41:17.923Z" },
68
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{ url = "https://files.pythonhosted.org/packages/f5/83/6ab5883f57c9c801ce5e5677242328aa45592be8a00644310a008d04f922/charset_normalizer-3.4.4-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:a8a8b89589086a25749f471e6a900d3f662d1d3b6e2e59dcecf787b1cc3a1894", size = 153076, upload-time = "2025-10-14T04:41:19.106Z" },
69
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{ url = "https://files.pythonhosted.org/packages/75/1e/5ff781ddf5260e387d6419959ee89ef13878229732732ee73cdae01800f2/charset_normalizer-3.4.4-cp313-cp313-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:bc7637e2f80d8530ee4a78e878bce464f70087ce73cf7c1caf142416923b98f1", size = 150601, upload-time = "2025-10-14T04:41:20.245Z" },
70
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{ url = "https://files.pythonhosted.org/packages/d7/57/71be810965493d3510a6ca79b90c19e48696fb1ff964da319334b12677f0/charset_normalizer-3.4.4-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:f8bf04158c6b607d747e93949aa60618b61312fe647a6369f88ce2ff16043490", size = 150376, upload-time = "2025-10-14T04:41:21.398Z" },
71
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{ url = "https://files.pythonhosted.org/packages/e5/d5/c3d057a78c181d007014feb7e9f2e65905a6c4ef182c0ddf0de2924edd65/charset_normalizer-3.4.4-cp313-cp313-musllinux_1_2_armv7l.whl", hash = "sha256:554af85e960429cf30784dd47447d5125aaa3b99a6f0683589dbd27e2f45da44", size = 144825, upload-time = "2025-10-14T04:41:22.583Z" },
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239
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261
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292
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249
295
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250
296
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251
297
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298
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268
315
269
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277
324
278
325
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326
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719
+
{ name = "click" },
720
+
{ name = "rich" },
721
+
{ name = "shellingham" },
722
+
]
723
+
sdist = { url = "https://files.pythonhosted.org/packages/f5/24/cb09efec5cc954f7f9b930bf8279447d24618bb6758d4f6adf2574c41780/typer-0.24.1.tar.gz", hash = "sha256:e39b4732d65fbdcde189ae76cf7cd48aeae72919dea1fdfc16593be016256b45", size = 118613, upload-time = "2026-02-21T16:54:40.609Z" }
724
+
wheels = [
725
+
{ url = "https://files.pythonhosted.org/packages/4a/91/48db081e7a63bb37284f9fbcefda7c44c277b18b0e13fbc36ea2335b71e6/typer-0.24.1-py3-none-any.whl", hash = "sha256:112c1f0ce578bfb4cab9ffdabc68f031416ebcc216536611ba21f04e9aa84c9e", size = 56085, upload-time = "2026-02-21T16:54:41.616Z" },
632
726
]
633
727
634
728
[[package]]
···
650
744
sdist = { url = "https://files.pythonhosted.org/packages/55/e3/70399cb7dd41c10ac53367ae42139cf4b1ca5f36bb3dc6c9d33acdb43655/typing_inspection-0.4.2.tar.gz", hash = "sha256:ba561c48a67c5958007083d386c3295464928b01faa735ab8547c5692e87f464", size = 75949, upload-time = "2025-10-01T02:14:41.687Z" }
651
745
wheels = [
652
746
{ url = "https://files.pythonhosted.org/packages/dc/9b/47798a6c91d8bdb567fe2698fe81e0c6b7cb7ef4d13da4114b41d239f65d/typing_inspection-0.4.2-py3-none-any.whl", hash = "sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7", size = 14611, upload-time = "2025-10-01T02:14:40.154Z" },
653
-
]
654
-
655
-
[[package]]
656
-
name = "urllib3"
657
-
version = "2.5.0"
658
-
source = { registry = "https://pypi.org/simple" }
659
-
sdist = { url = "https://files.pythonhosted.org/packages/15/22/9ee70a2574a4f4599c47dd506532914ce044817c7752a79b6a51286319bc/urllib3-2.5.0.tar.gz", hash = "sha256:3fc47733c7e419d4bc3f6b3dc2b4f890bb743906a30d56ba4a5bfa4bbff92760", size = 393185, upload-time = "2025-06-18T14:07:41.644Z" }
660
-
wheels = [
661
-
{ url = "https://files.pythonhosted.org/packages/a7/c2/fe1e52489ae3122415c51f387e221dd0773709bad6c6cdaa599e8a2c5185/urllib3-2.5.0-py3-none-any.whl", hash = "sha256:e6b01673c0fa6a13e374b50871808eb3bf7046c4b125b216f6bf1cc604cff0dc", size = 129795, upload-time = "2025-06-18T14:07:40.39Z" },
662
747
]
663
748
664
749
[[package]]
+14
-8
tiles/src/main.rs
+14
-8
tiles/src/main.rs
···
185
185
}
186
186
#[tokio::main]
187
187
pub async fn main() -> Result<(), Box<dyn Error>> {
188
-
env_logger::try_init()?;
188
+
build_logger();
189
189
let cli = Cli::parse();
190
190
let runtime = build_runtime();
191
191
match cli.command {
···
280
280
Ok(())
281
281
}
282
282
283
-
// fn build_logger() -> Result<(), SetLoggerError> {
284
-
// let mut env_builder = env_logger::Builder::new();
285
-
// if !cfg!(debug_assertions) {
286
-
// env_builder.filter_module("iroh", log::LevelFilter::Off);
287
-
// }
288
-
// env_builder.try_init()
289
-
// }
283
+
fn build_logger() {
284
+
if cfg!(debug_assertions) {
285
+
env_logger::Builder::from_env(
286
+
env_logger::Env::default().default_filter_or("info,iroh=error,tracing=off"),
287
+
)
288
+
.init()
289
+
} else {
290
+
env_logger::Builder::from_env(
291
+
env_logger::Env::default().default_filter_or("error,iroh=off"),
292
+
)
293
+
.init()
294
+
}
295
+
}
+2
tiles/src/runtime/mlx.rs
+2
tiles/src/runtime/mlx.rs
···
553
553
if !memory_mode && content.contains("**[Answer]**") {
554
554
let list_a = content.split("**[Answer]**").collect::<Vec<&str>>();
555
555
list_a[1].to_owned()
556
+
} else if !memory_mode {
557
+
content.to_owned()
556
558
} else if content.contains("<reply>") && content.contains("</reply>") {
557
559
let list_a = content.split("<reply>").collect::<Vec<&str>>();
558
560
let list_b = list_a[1].split("</reply>").collect::<Vec<&str>>();