Launch bounded immutable GGUF inference on free CPU
Browse filesPublic cpu-basic Docker Space. Exact Q4_K_M artifact is preloaded at an immutable revision, rehashed before load, and served with strict input/output/concurrency limits plus health and identity endpoints. No secrets or paid hardware.
- .dockerignore +6 -0
- Dockerfile +25 -0
- LICENSE +201 -0
- README.md +57 -6
- app.py +366 -0
- release.json +13 -0
- requirements.txt +6 -0
- tests/test_app.py +50 -0
.dockerignore
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.git
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__pycache__
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*.pyc
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.pytest_cache
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local-evidence
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*.gguf
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Dockerfile
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FROM python:3.11-slim-bookworm@sha256:b18992999dbe963a45a8a4da40ac2b1975be1a776d939d098c647482bcad5cba
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+
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ENV PYTHONDONTWRITEBYTECODE=1 \
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PYTHONUNBUFFERED=1 \
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PIP_DISABLE_PIP_VERSION_CHECK=1 \
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HF_HUB_DISABLE_TELEMETRY=1 \
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DO_NOT_TRACK=1 \
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HF_HUB_OFFLINE=1 \
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HOME=/home/user \
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PATH=/home/user/.local/bin:${PATH}
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RUN apt-get update && apt-get install -y --no-install-recommends ca-certificates libgomp1 \
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&& rm -rf /var/lib/apt/lists/* \
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&& useradd --create-home --uid 1000 user
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USER user
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WORKDIR /home/user/app
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COPY --chown=user:user requirements.txt ./requirements.txt
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RUN python -m pip install --no-cache-dir --user -r requirements.txt
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COPY --chown=user:user . .
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EXPOSE 7860
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HEALTHCHECK --interval=30s --timeout=5s --start-period=120s --retries=3 \
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CMD python -c "import urllib.request; urllib.request.urlopen('http://127.0.0.1:7860/health', timeout=4)" || exit 1
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CMD ["python", "-m", "uvicorn", "app:app", "--host", "0.0.0.0", "--port", "7860", "--workers", "1", "--limit-concurrency", "16", "--timeout-keep-alive", "5", "--no-server-header"]
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LICENSE
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Apache License
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README.md
CHANGED
|
@@ -1,10 +1,61 @@
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|
| 1 |
---
|
| 2 |
-
title:
|
| 3 |
-
emoji:
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| 4 |
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colorFrom:
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colorTo:
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sdk: docker
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-
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---
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-
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|
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|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
| 1 |
---
|
| 2 |
+
title: SZL Model Inference Lab
|
| 3 |
+
emoji: 🧪
|
| 4 |
+
colorFrom: indigo
|
| 5 |
+
colorTo: blue
|
| 6 |
sdk: docker
|
| 7 |
+
app_port: 7860
|
| 8 |
+
license: apache-2.0
|
| 9 |
+
short_description: Bounded GGUF inference on free CPU, immutable identity.
|
| 10 |
+
models:
|
| 11 |
+
- SZLHOLDINGS/SZL-Khipu-1.5B-GGUF
|
| 12 |
+
tags:
|
| 13 |
+
- gguf
|
| 14 |
+
- llama.cpp
|
| 15 |
+
- cpu
|
| 16 |
+
- provenance
|
| 17 |
+
- bounded-inference
|
| 18 |
+
suggested_hardware: cpu-basic
|
| 19 |
+
startup_duration_timeout: 30m
|
| 20 |
+
preload_from_hub:
|
| 21 |
+
- SZLHOLDINGS/SZL-Khipu-1.5B-GGUF SZL-Khipu-1.5B-Q4_K_M.gguf,training_receipt.signed.json,eval_receipt.signed.json,owner_pubkey.json 67d60ec577730747055491640cfb91fc4a4b5d25
|
| 22 |
---
|
| 23 |
|
| 24 |
+
# SZL Model Inference Lab
|
| 25 |
+
|
| 26 |
+
A public, zero-secret, bounded CPU demonstration for the exact
|
| 27 |
+
`SZLHOLDINGS/SZL-Khipu-1.5B-Q4_K_M.gguf` bytes at immutable model commit
|
| 28 |
+
`67d60ec577730747055491640cfb91fc4a4b5d25`.
|
| 29 |
+
|
| 30 |
+
The runtime verifies the 986,047,904-byte file against SHA-256
|
| 31 |
+
`13c1a1993063e1dff92f7413ccf48eaca6d48efc8801ae9af35961ae3396623a`
|
| 32 |
+
before loading it. It requires no provider token or Space secret and is intended
|
| 33 |
+
for the Hub's free `cpu-basic` hardware only.
|
| 34 |
+
|
| 35 |
+
## Boundaries
|
| 36 |
+
|
| 37 |
+
- One inference at a time; excess concurrent calls receive HTTP 429.
|
| 38 |
+
- 1,200 input characters, 32 generated tokens, and a 45-second generation budget.
|
| 39 |
+
- Greedy decoding (`temperature=0`); outputs are model-generated and may be wrong.
|
| 40 |
+
- `/health` distinguishes `STARTING`, `READY`, and `FAILED`.
|
| 41 |
+
- `/api/v1/identity` exposes the immutable artifact, runtime limits, source release
|
| 42 |
+
marker, and receipt boundary. Source checksums establish internal bundle
|
| 43 |
+
consistency only; they are not external authorship evidence.
|
| 44 |
+
- Prompts are not intentionally persisted by this source.
|
| 45 |
+
|
| 46 |
+
The upstream training and evaluation receipts are checked against the repository's
|
| 47 |
+
declared Ed25519 owner key and chained canonical payload hash. That is **owner-key
|
| 48 |
+
continuity**, not independent authorship evidence. Those receipts do not cover the
|
| 49 |
+
GGUF quantization, this Space's source, runtime outputs, independent benchmarking,
|
| 50 |
+
or safety certification.
|
| 51 |
+
|
| 52 |
+
## Attribution and licenses
|
| 53 |
+
|
| 54 |
+
Space source: Apache-2.0, copyright SZL HOLDINGS LLC.
|
| 55 |
+
|
| 56 |
+
- Runtime model: [SZL-Khipu-1.5B-GGUF](https://huggingface.co/SZLHOLDINGS/SZL-Khipu-1.5B-GGUF), Apache-2.0.
|
| 57 |
+
- Fine-tuned model: [SZL-Khipu-1.5B-BrainNavigator](https://huggingface.co/SZLHOLDINGS/SZL-Khipu-1.5B-BrainNavigator), Apache-2.0.
|
| 58 |
+
- Base model: [Qwen2.5-1.5B-Instruct](https://huggingface.co/Qwen/Qwen2.5-1.5B-Instruct), Apache-2.0.
|
| 59 |
+
- Inference binding: [llama-cpp-python v0.3.21](https://github.com/abetlen/llama-cpp-python/releases/tag/v0.3.21), MIT; CPU wheel URL and SHA-256 are pinned in `requirements.txt`.
|
| 60 |
+
|
| 61 |
+
No independent benchmark, post-quantization evaluation, or safety certification is claimed.
|
app.py
ADDED
|
@@ -0,0 +1,366 @@
|
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|
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|
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|
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|
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|
|
|
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|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
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|
|
|
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|
|
|
|
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|
|
|
|
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|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
from __future__ import annotations
|
| 2 |
+
|
| 3 |
+
import base64
|
| 4 |
+
import hashlib
|
| 5 |
+
import json
|
| 6 |
+
import os
|
| 7 |
+
import platform
|
| 8 |
+
import threading
|
| 9 |
+
import time
|
| 10 |
+
import urllib.request
|
| 11 |
+
from contextlib import asynccontextmanager
|
| 12 |
+
from pathlib import Path
|
| 13 |
+
from typing import Any
|
| 14 |
+
|
| 15 |
+
from fastapi import FastAPI, HTTPException, Request
|
| 16 |
+
from fastapi.responses import HTMLResponse, JSONResponse
|
| 17 |
+
from huggingface_hub import hf_hub_download
|
| 18 |
+
from pydantic import BaseModel, Field, field_validator
|
| 19 |
+
|
| 20 |
+
|
| 21 |
+
SPACE_ID = "SZLHOLDINGS/szl-model-inference-lab"
|
| 22 |
+
MODEL_REPO = "SZLHOLDINGS/SZL-Khipu-1.5B-GGUF"
|
| 23 |
+
MODEL_REVISION = "67d60ec577730747055491640cfb91fc4a4b5d25"
|
| 24 |
+
MODEL_FILE = "SZL-Khipu-1.5B-Q4_K_M.gguf"
|
| 25 |
+
MODEL_SIZE = 986_047_904
|
| 26 |
+
MODEL_SHA256 = "13c1a1993063e1dff92f7413ccf48eaca6d48efc8801ae9af35961ae3396623a"
|
| 27 |
+
RECEIPT_FILES = (
|
| 28 |
+
"training_receipt.signed.json",
|
| 29 |
+
"eval_receipt.signed.json",
|
| 30 |
+
"owner_pubkey.json",
|
| 31 |
+
)
|
| 32 |
+
MAX_INPUT_CHARS = 1_200
|
| 33 |
+
MAX_NEW_TOKENS = 32
|
| 34 |
+
INFERENCE_BUDGET_SECONDS = 45.0
|
| 35 |
+
SOURCE_ROOT = Path(__file__).resolve().parent
|
| 36 |
+
|
| 37 |
+
|
| 38 |
+
state: dict[str, Any] = {
|
| 39 |
+
"status": "STARTING",
|
| 40 |
+
"failure_code": None,
|
| 41 |
+
"model_path": None,
|
| 42 |
+
"model_sha256": None,
|
| 43 |
+
"source_integrity": False,
|
| 44 |
+
"receipt_status": "NOT_CHECKED",
|
| 45 |
+
"llama_cpp_version": None,
|
| 46 |
+
}
|
| 47 |
+
llm: Any = None
|
| 48 |
+
inference_lock = threading.Lock()
|
| 49 |
+
|
| 50 |
+
|
| 51 |
+
def sha256_file(path: Path) -> str:
|
| 52 |
+
digest = hashlib.sha256()
|
| 53 |
+
with path.open("rb") as handle:
|
| 54 |
+
for chunk in iter(lambda: handle.read(8 * 1024 * 1024), b""):
|
| 55 |
+
digest.update(chunk)
|
| 56 |
+
return digest.hexdigest()
|
| 57 |
+
|
| 58 |
+
|
| 59 |
+
def load_release_manifest() -> dict[str, Any]:
|
| 60 |
+
manifest = json.loads((SOURCE_ROOT / "release.json").read_text(encoding="utf-8"))
|
| 61 |
+
for relative, expected in manifest["source_files"].items():
|
| 62 |
+
if sha256_file(SOURCE_ROOT / relative) != expected:
|
| 63 |
+
raise RuntimeError("SOURCE_INTEGRITY_MISMATCH")
|
| 64 |
+
return manifest
|
| 65 |
+
|
| 66 |
+
|
| 67 |
+
def artifact_path(filename: str) -> Path:
|
| 68 |
+
override = os.getenv("MODEL_DIR_OVERRIDE")
|
| 69 |
+
if override:
|
| 70 |
+
return Path(override) / filename
|
| 71 |
+
return Path(
|
| 72 |
+
hf_hub_download(
|
| 73 |
+
repo_id=MODEL_REPO,
|
| 74 |
+
filename=filename,
|
| 75 |
+
revision=MODEL_REVISION,
|
| 76 |
+
local_files_only=True,
|
| 77 |
+
token=False,
|
| 78 |
+
)
|
| 79 |
+
)
|
| 80 |
+
|
| 81 |
+
|
| 82 |
+
def verify_receipts() -> dict[str, Any]:
|
| 83 |
+
from cryptography.hazmat.primitives.serialization import load_der_public_key
|
| 84 |
+
|
| 85 |
+
owner = json.loads(artifact_path("owner_pubkey.json").read_text(encoding="utf-8"))
|
| 86 |
+
receipts: dict[str, dict[str, Any]] = {}
|
| 87 |
+
for filename in RECEIPT_FILES[:2]:
|
| 88 |
+
receipt = json.loads(artifact_path(filename).read_text(encoding="utf-8"))
|
| 89 |
+
canonical = json.dumps(
|
| 90 |
+
receipt["payload"], ensure_ascii=False, separators=(",", ":"), sort_keys=True
|
| 91 |
+
)
|
| 92 |
+
if canonical != receipt["canonical"]:
|
| 93 |
+
raise RuntimeError("RECEIPT_CANONICAL_MISMATCH")
|
| 94 |
+
if receipt["publicKeySpkiBase64"] != owner["publicKeySpkiBase64"]:
|
| 95 |
+
raise RuntimeError("RECEIPT_KEY_MISMATCH")
|
| 96 |
+
public_key = load_der_public_key(base64.b64decode(receipt["publicKeySpkiBase64"]))
|
| 97 |
+
public_key.verify(
|
| 98 |
+
base64.b64decode(receipt["signatureBase64"]), canonical.encode("utf-8")
|
| 99 |
+
)
|
| 100 |
+
receipts[filename] = receipt
|
| 101 |
+
training_digest = hashlib.sha256(
|
| 102 |
+
receipts["training_receipt.signed.json"]["canonical"].encode("utf-8")
|
| 103 |
+
).hexdigest()
|
| 104 |
+
if (
|
| 105 |
+
receipts["eval_receipt.signed.json"]["payload"]["trainingReceiptSha256"]
|
| 106 |
+
!= training_digest
|
| 107 |
+
):
|
| 108 |
+
raise RuntimeError("RECEIPT_CHAIN_MISMATCH")
|
| 109 |
+
return {
|
| 110 |
+
"status": "OWNER_SIGNATURES_VALID",
|
| 111 |
+
"key_id": owner["keyId"],
|
| 112 |
+
"training_canonical_sha256": training_digest,
|
| 113 |
+
"eval_canonical_sha256": hashlib.sha256(
|
| 114 |
+
receipts["eval_receipt.signed.json"]["canonical"].encode("utf-8")
|
| 115 |
+
).hexdigest(),
|
| 116 |
+
}
|
| 117 |
+
|
| 118 |
+
|
| 119 |
+
def initialize() -> None:
|
| 120 |
+
global llm
|
| 121 |
+
try:
|
| 122 |
+
manifest = load_release_manifest()
|
| 123 |
+
state["source_integrity"] = True
|
| 124 |
+
state["release_id"] = manifest["release_id"]
|
| 125 |
+
|
| 126 |
+
model_path = artifact_path(MODEL_FILE)
|
| 127 |
+
if model_path.stat().st_size != MODEL_SIZE:
|
| 128 |
+
raise RuntimeError("MODEL_SIZE_MISMATCH")
|
| 129 |
+
actual_sha = sha256_file(model_path)
|
| 130 |
+
if actual_sha != MODEL_SHA256:
|
| 131 |
+
raise RuntimeError("MODEL_SHA256_MISMATCH")
|
| 132 |
+
state["model_path"] = str(model_path)
|
| 133 |
+
state["model_sha256"] = actual_sha
|
| 134 |
+
|
| 135 |
+
receipt = verify_receipts()
|
| 136 |
+
state["receipt_status"] = receipt["status"]
|
| 137 |
+
state["receipt_evidence"] = receipt
|
| 138 |
+
|
| 139 |
+
import llama_cpp
|
| 140 |
+
from llama_cpp import Llama
|
| 141 |
+
|
| 142 |
+
state["llama_cpp_version"] = llama_cpp.__version__
|
| 143 |
+
threads = max(1, min(int(os.getenv("CPU_CORES", "2")), 2))
|
| 144 |
+
llm = Llama(
|
| 145 |
+
model_path=str(model_path),
|
| 146 |
+
n_ctx=1024,
|
| 147 |
+
n_batch=64,
|
| 148 |
+
n_threads=threads,
|
| 149 |
+
n_threads_batch=threads,
|
| 150 |
+
seed=0,
|
| 151 |
+
use_mmap=True,
|
| 152 |
+
use_mlock=False,
|
| 153 |
+
verbose=False,
|
| 154 |
+
)
|
| 155 |
+
state["status"] = "READY"
|
| 156 |
+
except Exception as exc: # keep /health available for honest diagnostics
|
| 157 |
+
state["status"] = "FAILED"
|
| 158 |
+
state["failure_code"] = str(exc) if str(exc).isupper() else type(exc).__name__
|
| 159 |
+
|
| 160 |
+
|
| 161 |
+
@asynccontextmanager
|
| 162 |
+
async def lifespan(_: FastAPI):
|
| 163 |
+
state["status"] = "STARTING"
|
| 164 |
+
initialize()
|
| 165 |
+
yield
|
| 166 |
+
|
| 167 |
+
|
| 168 |
+
app = FastAPI(
|
| 169 |
+
title="SZL Model Inference Lab",
|
| 170 |
+
version="1.0.0",
|
| 171 |
+
docs_url=None,
|
| 172 |
+
redoc_url=None,
|
| 173 |
+
openapi_url="/api/openapi.json",
|
| 174 |
+
lifespan=lifespan,
|
| 175 |
+
)
|
| 176 |
+
|
| 177 |
+
|
| 178 |
+
@app.middleware("http")
|
| 179 |
+
async def bounded_requests(request: Request, call_next):
|
| 180 |
+
if request.method == "POST":
|
| 181 |
+
raw_length = request.headers.get("content-length")
|
| 182 |
+
if raw_length:
|
| 183 |
+
try:
|
| 184 |
+
content_length = int(raw_length)
|
| 185 |
+
except ValueError:
|
| 186 |
+
return JSONResponse({"detail": "invalid content-length"}, status_code=400)
|
| 187 |
+
if content_length < 0:
|
| 188 |
+
return JSONResponse({"detail": "invalid content-length"}, status_code=400)
|
| 189 |
+
if content_length > 8192:
|
| 190 |
+
return JSONResponse({"detail": "request body too large"}, status_code=413)
|
| 191 |
+
response = await call_next(request)
|
| 192 |
+
response.headers["X-Content-Type-Options"] = "nosniff"
|
| 193 |
+
response.headers["Referrer-Policy"] = "no-referrer"
|
| 194 |
+
response.headers["X-Frame-Options"] = "SAMEORIGIN"
|
| 195 |
+
return response
|
| 196 |
+
|
| 197 |
+
|
| 198 |
+
class InferenceRequest(BaseModel):
|
| 199 |
+
prompt: str = Field(min_length=1, max_length=MAX_INPUT_CHARS)
|
| 200 |
+
max_new_tokens: int = Field(default=24, ge=1, le=MAX_NEW_TOKENS)
|
| 201 |
+
|
| 202 |
+
@field_validator("prompt")
|
| 203 |
+
@classmethod
|
| 204 |
+
def clean_prompt(cls, value: str) -> str:
|
| 205 |
+
value = value.strip()
|
| 206 |
+
if not value or "\x00" in value:
|
| 207 |
+
raise ValueError("prompt must contain visible text and no NUL bytes")
|
| 208 |
+
return value
|
| 209 |
+
|
| 210 |
+
|
| 211 |
+
class TimeBudgetStop:
|
| 212 |
+
def __init__(self, started: float, budget: float) -> None:
|
| 213 |
+
self.started = started
|
| 214 |
+
self.budget = budget
|
| 215 |
+
|
| 216 |
+
def __call__(self, _input_ids: Any, _logits: Any) -> bool:
|
| 217 |
+
return time.monotonic() - self.started >= self.budget
|
| 218 |
+
|
| 219 |
+
|
| 220 |
+
def identity_payload() -> dict[str, Any]:
|
| 221 |
+
manifest = json.loads((SOURCE_ROOT / "release.json").read_text(encoding="utf-8"))
|
| 222 |
+
return {
|
| 223 |
+
"schema": "szl.hf-free-inference-identity/v1",
|
| 224 |
+
"status": state["status"],
|
| 225 |
+
"space": {
|
| 226 |
+
"id": os.getenv("SPACE_ID", SPACE_ID),
|
| 227 |
+
"release_id": manifest["release_id"],
|
| 228 |
+
"source_integrity": state["source_integrity"],
|
| 229 |
+
"source_integrity_meaning": (
|
| 230 |
+
"internal release-file checksum consistency; not external authorship evidence"
|
| 231 |
+
),
|
| 232 |
+
"license": "Apache-2.0",
|
| 233 |
+
},
|
| 234 |
+
"hardware": {
|
| 235 |
+
"required": "cpu-basic",
|
| 236 |
+
"accelerator_observed": os.getenv("ACCELERATOR", "none"),
|
| 237 |
+
"cpu_cores_observed": os.getenv("CPU_CORES", "unknown"),
|
| 238 |
+
"memory_observed": os.getenv("MEMORY", "unknown"),
|
| 239 |
+
},
|
| 240 |
+
"model": {
|
| 241 |
+
"repo": MODEL_REPO,
|
| 242 |
+
"revision": MODEL_REVISION,
|
| 243 |
+
"file": MODEL_FILE,
|
| 244 |
+
"size": MODEL_SIZE,
|
| 245 |
+
"sha256_expected": MODEL_SHA256,
|
| 246 |
+
"sha256_loaded": state["model_sha256"],
|
| 247 |
+
"base_model": "Qwen/Qwen2.5-1.5B-Instruct",
|
| 248 |
+
"license": "Apache-2.0",
|
| 249 |
+
},
|
| 250 |
+
"runtime": {
|
| 251 |
+
"python": platform.python_version(),
|
| 252 |
+
"llama_cpp_python": state["llama_cpp_version"],
|
| 253 |
+
"concurrency": 1,
|
| 254 |
+
"max_input_chars": MAX_INPUT_CHARS,
|
| 255 |
+
"max_new_tokens": MAX_NEW_TOKENS,
|
| 256 |
+
"inference_budget_seconds": INFERENCE_BUDGET_SECONDS,
|
| 257 |
+
},
|
| 258 |
+
"receipt_boundary": {
|
| 259 |
+
"status": state["receipt_status"],
|
| 260 |
+
"evidence": state.get("receipt_evidence"),
|
| 261 |
+
"covers": "owner-key continuity for upstream training/eval receipt payloads",
|
| 262 |
+
"does_not_cover": [
|
| 263 |
+
"Space source authorship",
|
| 264 |
+
"GGUF quantization quality",
|
| 265 |
+
"this runtime's outputs",
|
| 266 |
+
"independent benchmarking",
|
| 267 |
+
"safety certification",
|
| 268 |
+
],
|
| 269 |
+
},
|
| 270 |
+
"failure_code": state["failure_code"],
|
| 271 |
+
}
|
| 272 |
+
|
| 273 |
+
|
| 274 |
+
@app.get("/health")
|
| 275 |
+
def health() -> JSONResponse:
|
| 276 |
+
code = 200 if state["status"] == "READY" else 503
|
| 277 |
+
return JSONResponse(
|
| 278 |
+
{
|
| 279 |
+
"status": state["status"],
|
| 280 |
+
"model_sha256_verified": state["model_sha256"] == MODEL_SHA256,
|
| 281 |
+
"source_integrity": state["source_integrity"],
|
| 282 |
+
"receipt_status": state["receipt_status"],
|
| 283 |
+
"failure_code": state["failure_code"],
|
| 284 |
+
},
|
| 285 |
+
status_code=code,
|
| 286 |
+
)
|
| 287 |
+
|
| 288 |
+
|
| 289 |
+
@app.get("/api/v1/identity")
|
| 290 |
+
def identity() -> dict[str, Any]:
|
| 291 |
+
return identity_payload()
|
| 292 |
+
|
| 293 |
+
|
| 294 |
+
@app.post("/api/v1/infer")
|
| 295 |
+
def infer(request: InferenceRequest) -> dict[str, Any]:
|
| 296 |
+
if state["status"] != "READY" or llm is None:
|
| 297 |
+
raise HTTPException(status_code=503, detail="runtime is not ready")
|
| 298 |
+
if not inference_lock.acquire(blocking=False):
|
| 299 |
+
raise HTTPException(status_code=429, detail="one inference is already running")
|
| 300 |
+
started = time.monotonic()
|
| 301 |
+
try:
|
| 302 |
+
stream = llm.create_chat_completion(
|
| 303 |
+
messages=[
|
| 304 |
+
{
|
| 305 |
+
"role": "system",
|
| 306 |
+
"content": (
|
| 307 |
+
"You are a bounded research demo. Answer briefly. If evidence is missing, "
|
| 308 |
+
"say so; do not claim independent benchmarking or safety certification."
|
| 309 |
+
),
|
| 310 |
+
},
|
| 311 |
+
{"role": "user", "content": request.prompt},
|
| 312 |
+
],
|
| 313 |
+
max_tokens=request.max_new_tokens,
|
| 314 |
+
temperature=0.0,
|
| 315 |
+
top_p=1.0,
|
| 316 |
+
top_k=1,
|
| 317 |
+
stop=["<|im_end|>", "<|endoftext|>"],
|
| 318 |
+
stream=True,
|
| 319 |
+
)
|
| 320 |
+
chunks: list[str] = []
|
| 321 |
+
finish_reason = None
|
| 322 |
+
timed_out = False
|
| 323 |
+
try:
|
| 324 |
+
for event in stream:
|
| 325 |
+
if time.monotonic() - started >= INFERENCE_BUDGET_SECONDS:
|
| 326 |
+
timed_out = True
|
| 327 |
+
break
|
| 328 |
+
choice = event["choices"][0]
|
| 329 |
+
chunks.append(choice.get("delta", {}).get("content") or "")
|
| 330 |
+
finish_reason = choice.get("finish_reason") or finish_reason
|
| 331 |
+
finally:
|
| 332 |
+
close = getattr(stream, "close", None)
|
| 333 |
+
if close:
|
| 334 |
+
close()
|
| 335 |
+
output = "".join(chunks).strip()
|
| 336 |
+
return {
|
| 337 |
+
"output": output,
|
| 338 |
+
"elapsed_ms": round((time.monotonic() - started) * 1000),
|
| 339 |
+
"finish_reason": "time_budget" if timed_out else finish_reason,
|
| 340 |
+
"model": {
|
| 341 |
+
"repo": MODEL_REPO,
|
| 342 |
+
"revision": MODEL_REVISION,
|
| 343 |
+
"file": MODEL_FILE,
|
| 344 |
+
"sha256": MODEL_SHA256,
|
| 345 |
+
},
|
| 346 |
+
"determinism": "greedy temperature=0; exact bytes and runtime are disclosed",
|
| 347 |
+
}
|
| 348 |
+
finally:
|
| 349 |
+
inference_lock.release()
|
| 350 |
+
|
| 351 |
+
|
| 352 |
+
@app.get("/", response_class=HTMLResponse)
|
| 353 |
+
def index() -> str:
|
| 354 |
+
return """<!doctype html>
|
| 355 |
+
<html lang="en"><head><meta charset="utf-8"><meta name="viewport" content="width=device-width,initial-scale=1">
|
| 356 |
+
<title>SZL Model Inference Lab</title><style>
|
| 357 |
+
body{margin:0;background:#080b13;color:#e9efff;font:16px/1.5 system-ui,sans-serif}main{max-width:820px;margin:auto;padding:40px 22px}
|
| 358 |
+
.card{background:#101728;border:1px solid #2a385b;border-radius:18px;padding:24px;box-shadow:0 18px 60px #0007}h1{margin:.1em 0;color:#8ce8ff}
|
| 359 |
+
textarea{box-sizing:border-box;width:100%;min-height:130px;background:#080d19;color:#fff;border:1px solid #40537f;border-radius:10px;padding:12px}
|
| 360 |
+
button{margin-top:12px;background:#7ce6ff;color:#06101a;border:0;border-radius:999px;padding:10px 18px;font-weight:700;cursor:pointer}pre{white-space:pre-wrap;background:#080d19;padding:14px;border-radius:10px;min-height:52px}code{color:#a7f3d0}.fine{color:#aebbd4;font-size:.9rem}a{color:#8ce8ff}</style></head>
|
| 361 |
+
<body><main><div class="card"><p class="fine">FREE CPU BASIC · ONE REQUEST AT A TIME · IMMUTABLE Q4_K_M</p><h1>SZL Model Inference Lab</h1>
|
| 362 |
+
<p>Real, bounded CPU inference for <code>SZL-Khipu-1.5B-GGUF</code>. Max 1,200 input characters and 32 generated tokens.</p>
|
| 363 |
+
<textarea id="prompt" maxlength="1200">Reply with one short sentence describing what a cryptographic receipt can prove.</textarea><br>
|
| 364 |
+
<button id="run">Run bounded inference</button><pre id="out">Ready.</pre>
|
| 365 |
+
<p class="fine">Owner-signed upstream receipts prove owner-key continuity only. No independent benchmark, post-quantization quality claim, or safety certification. Prompts are not intentionally stored. <a href="/api/v1/identity">Machine identity</a> · <a href="/health">Health</a></p></div></main>
|
| 366 |
+
<script>const b=document.querySelector('#run'),o=document.querySelector('#out'),p=document.querySelector('#prompt');b.onclick=async()=>{b.disabled=true;o.textContent='Running on free CPU…';try{const r=await fetch('/api/v1/infer',{method:'POST',headers:{'content-type':'application/json'},body:JSON.stringify({prompt:p.value,max_new_tokens:24})});const j=await r.json();o.textContent=r.ok?j.output:JSON.stringify(j)}catch(e){o.textContent='Request failed: '+e}finally{b.disabled=false}}</script></body></html>"""
|
release.json
ADDED
|
@@ -0,0 +1,13 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema": "szl.space-source-release/v1",
|
| 3 |
+
"release_id": "3b817b07-873a-4c11-ada3-72364fcf6731",
|
| 4 |
+
"source_files": {
|
| 5 |
+
".dockerignore": "2f498f75a9cf48b332ab65dbdd1d387279c11eae9cdf7131e406f7cae61f709a",
|
| 6 |
+
"Dockerfile": "eb022050a39b0eafaa8916a883e94ca35f378308503262d6c3f1e239eda6444e",
|
| 7 |
+
"LICENSE": "0a41cda63c0751e5cdb240864525fc8bf29b2d3f2cb5c6406b9bae97f1e1407b",
|
| 8 |
+
"README.md": "9f46d43f4517fd44d85257a1abfcf5be5ba7387aa4a37dfdd1f7aeccc7685f4a",
|
| 9 |
+
"app.py": "3ed2bd3302e8dcd994ae4530bea827f9592b1d3af0b2ce69f76be8f490036004",
|
| 10 |
+
"requirements.txt": "74e8d7b61052bff09996927411d40603da8534e3953726303073fc6f6ec778f4",
|
| 11 |
+
"tests/test_app.py": "8a85490aee58bb6ad1368898d68ffc85d55279230c9c42cf9fdee7dbed716c81"
|
| 12 |
+
}
|
| 13 |
+
}
|
requirements.txt
ADDED
|
@@ -0,0 +1,6 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
fastapi==0.139.0
|
| 2 |
+
uvicorn==0.51.0
|
| 3 |
+
huggingface-hub==1.23.0
|
| 4 |
+
pydantic==2.13.4
|
| 5 |
+
cryptography==49.0.0
|
| 6 |
+
llama-cpp-python @ https://github.com/abetlen/llama-cpp-python/releases/download/v0.3.21/llama_cpp_python-0.3.21-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl#sha256=d9d4e0cc1a7f779dd224d0e07ac8ea793a58b345723ba90cd68ee20acf85ad68
|
tests/test_app.py
ADDED
|
@@ -0,0 +1,50 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import json
|
| 2 |
+
import tempfile
|
| 3 |
+
import unittest
|
| 4 |
+
from pathlib import Path
|
| 5 |
+
from unittest.mock import patch
|
| 6 |
+
|
| 7 |
+
import app
|
| 8 |
+
|
| 9 |
+
|
| 10 |
+
class AppContractTests(unittest.TestCase):
|
| 11 |
+
def test_immutable_model_contract(self):
|
| 12 |
+
self.assertEqual(len(app.MODEL_REVISION), 40)
|
| 13 |
+
self.assertEqual(len(app.MODEL_SHA256), 64)
|
| 14 |
+
self.assertEqual(app.MODEL_SIZE, 986_047_904)
|
| 15 |
+
self.assertEqual(app.MAX_NEW_TOKENS, 32)
|
| 16 |
+
|
| 17 |
+
def test_prompt_contract(self):
|
| 18 |
+
self.assertEqual(app.InferenceRequest(prompt=" hello ").prompt, "hello")
|
| 19 |
+
with self.assertRaises(ValueError):
|
| 20 |
+
app.InferenceRequest(prompt=" ")
|
| 21 |
+
with self.assertRaises(ValueError):
|
| 22 |
+
app.InferenceRequest(prompt="x" * 1_201)
|
| 23 |
+
|
| 24 |
+
def test_time_budget_stop(self):
|
| 25 |
+
with patch("app.time.monotonic", return_value=10.0):
|
| 26 |
+
stop = app.TimeBudgetStop(0.0, 5.0)
|
| 27 |
+
self.assertTrue(stop(None, None))
|
| 28 |
+
|
| 29 |
+
def test_generation_budget_is_bounded(self):
|
| 30 |
+
self.assertLessEqual(app.INFERENCE_BUDGET_SECONDS, 45.0)
|
| 31 |
+
self.assertLessEqual(app.MAX_NEW_TOKENS, 32)
|
| 32 |
+
|
| 33 |
+
def test_sha256_file(self):
|
| 34 |
+
with tempfile.TemporaryDirectory() as directory:
|
| 35 |
+
path = Path(directory) / "sample"
|
| 36 |
+
path.write_bytes(b"abc")
|
| 37 |
+
self.assertEqual(
|
| 38 |
+
app.sha256_file(path),
|
| 39 |
+
"ba7816bf8f01cfea414140de5dae2223b00361a396177a9cb410ff61f20015ad",
|
| 40 |
+
)
|
| 41 |
+
|
| 42 |
+
def test_identity_is_explicit_about_receipt_boundary(self):
|
| 43 |
+
payload = app.identity_payload()
|
| 44 |
+
boundary = json.dumps(payload["receipt_boundary"])
|
| 45 |
+
self.assertIn("independent benchmarking", boundary)
|
| 46 |
+
self.assertIn("safety certification", boundary)
|
| 47 |
+
|
| 48 |
+
|
| 49 |
+
if __name__ == "__main__":
|
| 50 |
+
unittest.main()
|