README.md

metadata

title: HiTech VLM
emoji: 🔭
colorFrom: blue
colorTo: indigo
sdk: gradio
python_version: '3.12'
app_file: app.py
pinned: false
license: apache-2.0

Multimodal model Space for Hi-Tech AI Platform — handles vision and text (drawings, scanned POs, photos, summaries, Q&A, classification, drafting).

Model: Qwen/Qwen3-VL-8B-Instruct (dense, bf16, ~16 GB) Hardware: ZeroGPU large (48 GB); @spaces.GPU(duration=90)

Moved off Qwen3.6-35B-A3B-FP8: its fine-grained-FP8 inference is broken on the current ZeroGPU image (deep-gemm kernel RuntimeError: Unknown recipe). bf16 needs no FP8/AWQ kernels.

API contract (called by core.clients): predict(prompt: str, schema_json: str, image_path: str | None) -> str (JSON), at api_name="/predict".