CLIP-as-service Files

Release Note (0.8.2)

Release time: 2023-04-19 08:23:45

🙇 We'd like to thank all contributors for this new release! In particular, Ziniu Yu, Yang Ruiyi, YangXiuyu, Jie Fu, zawabest, Girish Chandrashekar, Jina Dev Bot, 🙇

🆕 New Features

• [cce3b05a] - set prefetch in client for traffic control (#897) (Ziniu Yu)
• [dabbe8bc] - add cn clip model (#888) (Yang Ruiyi)
• [1fe3a5a0] - add fp16 inference support (torch/onnx) (#871) (YangXiuyu)
• [1eebdd7f] - add custom tracing spans with jina>=3.12.0 (#861) (Girish Chandrashekar)
• [f2515394] - add three new open clip roberta base models (#860) (YangXiuyu)
• [e4717a35] - Integrate flash attention (#853) (YangXiuyu)

🐞 Bug fixes

• [280b925e] - fix docarray at v1 (#911) (Ziniu Yu)
• [35733a0b] - replace transform ndarray with transform blob (#910) (Ziniu Yu)
• [d70f2382] - onnx package conflict during setup (#894) (Ziniu Yu)
• [8a576c58] - install pytorch cu116 for server docker image (#882) (Ziniu Yu)
• [0b293ec8] - dynamic convert onnx model to fp16 during start session (#876) (YangXiuyu)
• [fd16e5ab] - check dtype when loading models (#872) (Ziniu Yu)
• [67f551ca] - torchvision version to avoid compatibility issue (#866) (Jie Fu)
• [0223e6fa] - add pip installable flash attention (#863) (YangXiuyu)

📗 Documentation

• [1888ef65] - fix broken link in client doc (#909) (Ziniu Yu)
• [f4eed3bc] - add link and intro to inference api (#900) (Ziniu Yu)
• [702fff88] - default model suggestion (#874) (Jie Fu)

🍹 Other Improvements

• [19b4fa51] - remove docsqa html (#899) (Ziniu Yu)
• [aa07d257] - remove docsqa (#898) (Ziniu Yu)
• [f3421f7c] - bump open-clip-torch to v2.8.0 (#883) (Ziniu Yu)
• [c7af9f71] - fix configuration file for the search flow doc (#869) (zawabest)
• [53cd0630] - hide changelog in docs (#864) (Ziniu Yu)
• [9bb7d1f4] - version: the next version will be 0.8.2 (Jina Dev Bot)