Pruna AI Files

The juiciest bits 🚀

feat: add arniqa by @begumcig in https://github.com/PrunaAI/pruna/pull/183 | feat: clipiqa metric by @begumcig in https://github.com/PrunaAI/pruna/pull/259 | feat: add sharpness metric by @begumcig in https://github.com/PrunaAI/pruna/pull/261

This pruna release was all about metrics - @begumcig and @davidberenstein1957 integrated several new image generation metrics into pruna, which you can now use together with the EvaluationAgent to compare your smashed models.

feat: run test cases in parallel by @GreatBahram in https://github.com/PrunaAI/pruna/pull/246

It would be a pruna release without @GreatBahram making the lives of contributors easier. Our Github Actions test cases now run in parallel, allowing us to merge & ship new algorithms even faster!

Pruning some bugs 🐞 and maintenance 🧑‍🌾

• fix: device state of input model for memory metrics by @johannaSommer in https://github.com/PrunaAI/pruna/pull/256
• chore: 248 doc update the documentation tests to run more efficiently by @davidberenstein1957 in https://github.com/PrunaAI/pruna/pull/250
• fix: warnings related to chunk_length_s in ifw by @johannaSommer in https://github.com/PrunaAI/pruna/pull/258
• build: update hqq requirement from <0.2.7 to <0.2.8 by @dependabot[bot] in https://github.com/PrunaAI/pruna/pull/206
• fix: pin torchmetric until PSNR adjustment by @johannaSommer in https://github.com/PrunaAI/pruna/pull/274
• fix: handle new transformers version by @johnrachwan123 in https://github.com/PrunaAI/pruna/pull/280
• chore: remove deprecated metrics, metric modes and calltypes by @begumcig in https://github.com/PrunaAI/pruna/pull/264
• docs: fix documentation warnings when building by @sdiazlor in https://github.com/PrunaAI/pruna/pull/267
• fix: metrics only return scalars by @begumcig in https://github.com/PrunaAI/pruna/pull/284

Full Changelog: https://github.com/PrunaAI/pruna/compare/v0.2.7...v0.2.8