🙇 We'd like to thank all contributors for this new release! In partic…

…ular,

 Zihao Jing,  Han Xiao,  Nick de Silva,  Ziniu Yu,  Jina Dev Bot,  🙇

 - [[```280b925e```](280b925)] __-__ fix docarray at v1 (#911) (*Ziniu Yu*)

 - [[```ca2b25b7```](ca2b25b)] __-__ remove jina self-hosted parts (#942) (*Zihao Jing*)
 - [[```6e418fe6```](6e418fe)] __-__ replace free service docs with inference docs (#918) (*Ziniu Yu*)

 - [[```d4e7a30b```](d4e7a30)] __-__ Update README.md (*Han Xiao*)
 - [[```679de4e3```](679de4e)] __-__ change slack link to discord (*Han Xiao*)
 - [[```02abdc7b```](02abdc7)] __-__ __version__: the next version will be 0.8.3 (*Jina Dev Bot*)

🙇 We'd like to thank all contributors for this new release! In partic…

…ular,

 Ziniu Yu,  Yang Ruiyi,  YangXiuyu,  Jie Fu,  zawabest,  Girish Chandrashekar,  Jina Dev Bot,  🙇

 - [[```cce3b05a```](cce3b05)] __-__ set prefetch in client for traffic control (#897) (*Ziniu Yu*)
 - [[```dabbe8bc```](dabbe8b)] __-__ add cn clip model (#888) (*Yang Ruiyi*)
 - [[```1fe3a5a0```](1fe3a5a)] __-__ add fp16 inference support (torch/onnx) (#871) (*YangXiuyu*)
 - [[```1eebdd7f```](1eebdd7)] __-__ add custom tracing spans with jina>=3.12.0 (#861) (*Girish Chandrashekar*)
 - [[```f2515394```](f251539)] __-__ add three new open clip roberta base models  (#860) (*YangXiuyu*)
 - [[```e4717a35```](e4717a3)] __-__ Integrate flash attention (#853) (*YangXiuyu*)

 - [[```280b925e```](280b925)] __-__ fix docarray at v1 (#911) (*Ziniu Yu*)
 - [[```35733a0b```](35733a0)] __-__ replace transform ndarray with transform blob (#910) (*Ziniu Yu*)
 - [[```d70f2382```](d70f238)] __-__ onnx package conflict during setup (#894) (*Ziniu Yu*)
 - [[```8a576c58```](8a576c5)] __-__ install pytorch cu116 for server docker image (#882) (*Ziniu Yu*)
 - [[```0b293ec8```](0b293ec)] __-__ dynamic convert onnx model to fp16 during start session (#876) (*YangXiuyu*)
 - [[```fd16e5ab```](fd16e5a)] __-__ check dtype when loading models (#872) (*Ziniu Yu*)
 - [[```67f551ca```](67f551c)] __-__ torchvision version to avoid compatibility issue (#866) (*Jie Fu*)
 - [[```0223e6fa```](0223e6f)] __-__ add pip installable flash attention (#863) (*YangXiuyu*)

 - [[```1888ef65```](1888ef6)] __-__ fix broken link in client doc (#909) (*Ziniu Yu*)
 - [[```f4eed3bc```](f4eed3b)] __-__ add link and intro to inference api (#900) (*Ziniu Yu*)
 - [[```702fff88```](702fff8)] __-__ default model suggestion (#874) (*Jie Fu*)

 - [[```19b4fa51```](19b4fa5)] __-__ remove docsqa html (#899) (*Ziniu Yu*)
 - [[```aa07d257```](aa07d25)] __-__ remove docsqa (#898) (*Ziniu Yu*)
 - [[```f3421f7c```](f3421f7)] __-__ bump open-clip-torch to v2.8.0 (#883) (*Ziniu Yu*)
 - [[```c7af9f71```](c7af9f7)] __-__ fix configuration file for the search flow doc (#869) (*zawabest*)
 - [[```53cd0630```](53cd063)] __-__ hide changelog in docs (#864) (*Ziniu Yu*)
 - [[```9bb7d1f4```](9bb7d1f)] __-__ __version__: the next version will be 0.8.2 (*Jina Dev Bot*)

🙇 We'd like to thank all contributors for this new release! In partic…

…ular,

 YangXiuyu,  Ziniu Yu,  felix-wang,  Jie Fu,  Jina Dev Bot,  numb3r3,  🙇

 - [[```e4717a35```](e4717a3)] __-__ Integrate flash attention (#853) (*YangXiuyu*)
 - [[```4fcbf68a```](4fcbf68)] __-__ allow custom callback in clip_client (#849) (*Ziniu Yu*)

 - [[```71086227```](7108622)] __-__ increase timeout ready for executor docker images (#854) (*Ziniu Yu*)
 - [[```f96ce543```](f96ce54)] __-__ install transformers for executor docker images (#851) (*Ziniu Yu*)

 - [[```9aa8c224```](9aa8c22)] __-__ add tips for client parallelism usage (#846) (*Ziniu Yu*)
 - [[```8776784d```](8776784)] __-__ add instructions for using clip server hosted by jina (#848) (*Ziniu Yu*)
 - [[```d91da50c```](d91da50)] __-__ move benchmark conclusion to beginning (#847) (*Ziniu Yu*)
 - [[```baf94b5f```](baf94b5)] __-__ update finetuner docs (#843) (*Jie Fu*)

 - [[```d2ecec60```](d2ecec6)] __-__ allow test to pass even if commit name is not good (#856) (*Ziniu Yu*)
 - [[```ebfa494c```](ebfa494)] __-__ replace clip server address in docs (#857) (*Ziniu Yu*)
 - [[```fe112ea5```](fe112ea)] __-__ change hub url from hub.jina.ai to cloud.jina.ai (#845) (*Ziniu Yu*)
 - [[```ae05624d```](ae05624)] __-__ use new free service in playground (#844) (*felix-wang*)
 - [[```6cdc3e21```](6cdc3e2)] __-__ __version__: the next version will be 0.8.1 (*Jina Dev Bot*)
 - [[```920b3107```](920b310)] __-__ bump version to 0.8.0 (*numb3r3*)

🙇 We'd like to thank all contributors for this new release! In partic…

…ular,

 numb3r3,  Jie Fu,  Ziniu Yu,  felix-wang,  Jina Dev Bot,  🙇

 - [[```2ba8a4fe```](2ba8a4f)] __-__ support large ONNX model files (#828) (*Ziniu Yu*)
 - [[```09d15485```](09d1548)] __-__ support B/32, L/14, H/14, and g/14 trained on LAION-2B (#825) (*Ziniu Yu*)
 - [[```c690c247```](c690c24)] __-__ drop image content to boost latency (#824) (*felix-wang*)
 - [[```bcce9900```](bcce990)] __-__ in-place result in clip_client; preserve output order by uid (#815) (*Ziniu Yu*)

 - [[```87fdc548```](87fdc54)] __-__ add memory profile (#841) (*Jie Fu*)
 - [[```7ee58c8b```](7ee58c8)] __-__ clip benchmark on zeroshot classification and retrieval tasks (#832) (*Ziniu Yu*)

 - [[```920b3107```](920b310)] __-__ bump version to 0.8.0 (*numb3r3*)
 - [[```54e99786```](54e9978)] __-__ add description for retrieval playground (#834) (*Jie Fu*)
 - [[```a26a883f```](a26a883)] __-__ use open clip naming convention for model names (#836) (*Ziniu Yu*)
 - [[```f40513d5```](f40513d)] __-__ fix docs website template (#833) (*Ziniu Yu*)
 - [[```d520ebb8```](d520ebb)] __-__ remove unused md (*numb3r3*)
 - [[```2c3c61f9```](2c3c61f)] __-__ __version__: the next version will be 0.7.1 (*Jina Dev Bot*)
 - [[```53636cea```](53636ce)] __-__ bump version to 0.7.0 (*numb3r3*)

🙇 We'd like to thank all contributors for this new release! In partic…

…ular,

 numb3r3,  felix-wang,  Jie Fu,  Ziniu Yu,  Jina Dev Bot,  🙇

 - [[```a07a5218```](a07a521)] __-__ support clip retrieval (#816) (*felix-wang*)

 - [[```213ecc28```](213ecc2)] __-__ always return docarray as search result (#821) (*felix-wang*)
 - [[```eca57745```](eca5774)] __-__ __readme__: use new demo server (#819) (*felix-wang*)

 - [[```8d9725fb```](8d9725f)] __-__ update clip search (#820) (*felix-wang*)
 - [[```fa7e5776```](fa7e577)] __-__ docs for retrieval (#808) (*Jie Fu*)
 - [[```47144c23```](47144c2)] __-__ enable horizontal scrolling in wide tables (#818) (*Ziniu Yu*)

 - [[```53636cea```](53636ce)] __-__ bump version to 0.7.0 (*numb3r3*)
 - [[```eda4aa8e```](eda4aa8)] __-__ __version__: the next version will be 0.6.3 (*Jina Dev Bot*)
 - [[```f7ee26a1```](f7ee26a)] __-__ improve model not found error msg (#812) (*Ziniu Yu*)

🙇 We'd like to thank all contributors for this new release! In partic…

…ular,

 Ziniu Yu,  Jina Dev Bot,  felix-wang,  🙇

 - [[```ea239685```](ea23968)] __-__ grpc meta auth (#811) (*felix-wang*)

 - [[```4461d2e9```](4461d2e)] __-__ update model support table (#813) (*Ziniu Yu*)

 - [[```f7ee26a1```](f7ee26a)] __-__ improve model not found error msg (#812) (*Ziniu Yu*)
 - [[```f1c0057d```](f1c0057)] __-__ __version__: the next version will be 0.6.2 (*Jina Dev Bot*)

🙇 We'd like to thank all contributors for this new release! In partic…

…ular,

 felix-wang,  Jina Dev Bot,  numb3r3,  🙇

 - [[```ea239685```](ea23968)] __-__ grpc meta auth (#811) (*felix-wang*)

 - [[```83a8120c```](83a8120)] __-__ __version__: the next version will be 0.6.1 (*Jina Dev Bot*)
 - [[```2a80235c```](2a80235)] __-__ bump version to 0.6.0 (*numb3r3*)

🙇 We'd like to thank all contributors for this new release! In partic…

…ular,

 numb3r3,  Ziniu Yu,  felix-wang,  Jina Dev Bot,  🙇

 - [[```3c43eed3```](3c43eed)] __-__ do not send blob from server when it is loaded in client (#804) (*Ziniu Yu*)
 - [[```f852dfc8```](f852dfc)] __-__ add warning if input is too large (#796) (*Ziniu Yu*)
 - [[```65032f02```](65032f0)] __-__ encode text first when both text and uri are presented (#795) (*Ziniu Yu*)

 - [[```bb2c142b```](bb2c142)] __-__ cast dtype for fp16 (#801) (*felix-wang*)

 - [[```a5893c70```](a5893c7)] __-__ update jcloud gpu usage (#809) (*Ziniu Yu*)
 - [[```b4fb0dd2```](b4fb0dd)] __-__ fix hub table typo (#803) (*Ziniu Yu*)

 - [[```2a80235c```](2a80235)] __-__ bump version to 0.6.0 (*numb3r3*)
 - [[```59b9f771```](59b9f77)] __-__ update protobuf version (#810) (*Ziniu Yu*)
 - [[```89205f06```](89205f0)] __-__ update executor docstring (#806) (*Ziniu Yu*)
 - [[```25c91e21```](25c91e2)] __-__ __version__: the next version will be 0.5.2 (*Jina Dev Bot*)

🙇 We'd like to thank all contributors for this new release! In partic…

…ular,

 Ziniu Yu,  Jina Dev Bot,  numb3r3,  🙇

 - [[```65032f02```](65032f0)] __-__ encode text first when both text and uri are presented (#795) (*Ziniu Yu*)

 - [[```7c6708fa```](7c6708f)] __-__ update hub readme (#794) (*Ziniu Yu*)

 - [[```a7c4f490```](a7c4f49)] __-__ __version__: the next version will be 0.5.1 (*Jina Dev Bot*)
 - [[```b00963c4```](b00963c)] __-__ bump version to 0.5.0 (*numb3r3*)

🙇 We'd like to thank all contributors for this new release! In partic…

…ular,

 numb3r3,  Ziniu Yu,  Alex Shan,  felix-wang,  Sha Zhou,  Jina Dev Bot,  Han Xiao,  🙇

 - [[```3402b1d1```](3402b1d)] __-__ replace traversal_paths with access_paths (#791) (*Ziniu Yu*)
 - [[```87928a7b```](87928a7)] __-__ update onnx models and md5 (#785) (*Ziniu Yu*)
 - [[```8bd83896```](8bd8389)] __-__ support onnx backend for openclip (#781) (*felix-wang*)
 - [[```f043b4d9```](f043b4d)] __-__ update openclip loader (#782) (*Alex Shan*)
 - [[```fa62d8e9```](fa62d8e)] __-__ support openclip&mclip models   refactor model loader (#774) (*Alex Shan*)
 - [[```32b11cd6```](32b11cd)] __-__ allow model selection in client (#775) (*Ziniu Yu*)
 - [[```0ff4e252```](0ff4e25)] __-__ allow credential in client (#765) (*Ziniu Yu*)
 - [[```ee7da10d```](ee7da10)] __-__ support custom onnx file and update model signatures (#761) (*Ziniu Yu*)
 - [[```ed1b92d1```](ed1b92d)] __-__ __docs__: add qabot (#759) (*Sha Zhou*)

 - [[```e48a7a38```](e48a7a3)] __-__ change onnx and trt default model name to ViT-B-32::openai (#793) (*Ziniu Yu*)
 - [[```8b8082a9```](8b8082a)] __-__ mclip cuda device (#792) (*felix-wang*)
 - [[```8681b88e```](8681b88)] __-__ fp16 inference (#790) (*felix-wang*)
 - [[```ab00c2ae```](ab00c2a)] __-__ upgrade jina (#788) (*felix-wang*)
 - [[```1db43b48```](1db43b4)] __-__ no allow client to change server batch size (#787) (*Ziniu Yu*)
 - [[```58772079```](5877207)] __-__ add models and md5 (#783) (*Ziniu Yu*)
 - [[```7c8285bb```](7c8285b)] __-__ async progress bar does not display (#779) (*Ziniu Yu*)
 - [[```79e85eed```](79e85ee)] __-__ miscalling clip_server in clip_client (*Han Xiao*)

 - [[```c67a7f59```](c67a7f5)] __-__ add model support (#784) (*Alex Shan*)
 - [[```bc6b72e6```](bc6b72e)] __-__ add finetuner docs (#771) (*Ziniu Yu*)
 - [[```2b78b12e```](2b78b12)] __-__ improve model support (#768) (*Ziniu Yu*)

 - [[```b00963c4```](b00963c)] __-__ bump version to 0.5.0 (*numb3r3*)
 - [[```c458dd65```](c458dd6)] __-__ remove clip_hg (#786) (*Ziniu Yu*)
 - [[```ca03dca3```](ca03dca)] __-__ fix markdown-table extention (#772) (*felix-wang*)
 - [[```7b19bffe```](7b19bff)] __-__ __version__: the next version will be 0.4.21 (*Jina Dev Bot*)