2 projects
uip-sdk
UIP (Universal Inference Platform) Python SDK - two-tier unit+user isolation, inference/training/billing, model governance. 0.31.1: sdist ships runnable examples/. 0.31.0: cross-host file I/O via upload_ref() -> /uploads/<sha256> refs the server embeds as base64; TASK_CONTRACTS (vl_chat / image_captioning / image_text_matching); DownloadPathNotAllowedError; chat argument-order guard; __version__. 0.30.3: content-addressed uploads with per-user and global quota.
heteropipe
Closed-form makespan, GPipe homogeneity bias, phase transition, and sandwich bounds for heterogeneous LLM micro-batch pipelines
