Perceiver-io

What's Changed
* ci: flake8 -> ruff by Borda in https://github.com/krasserm/perceiver-io/pull/48 (includes #46 and 47)
* Refactor redundancies in causal sequence modeling code by krasserm in https://github.com/krasserm/perceiver-io/pull/49
* Key value cache and support for contrastive search by krasserm in https://github.com/krasserm/perceiver-io/pull/51

**Full Changelog**: https://github.com/krasserm/perceiver-io/compare/0.10.0...0.11.0

What's Changed
* Symbolic audio generation using Perceiver AR by cstub in https://github.com/krasserm/perceiver-io/pull/45


**Full Changelog**: https://github.com/krasserm/perceiver-io/compare/0.9.0...0.10.0

Highlights

* All [official models](https://github.com/krasserm/perceiver-io/blob/main/docs/pretrained-models.md#official-models) and [training checkpoint](https://github.com/krasserm/perceiver-io/blob/main/docs/pretrained-models.md#training-checkpoints) now [available](https://huggingface.co/models?search=krasserm/perceiver) on the 🤗 Hub
* [Inference notebook](https://colab.research.google.com/github/krasserm/perceiver-io/blob/main/examples/inference.ipynb) updated to use models from 🤗 Hub

What's Changed
* Upgrade to PyTorch 2.0 and PyTorch Lightning 2.0 by krasserm in https://github.com/krasserm/perceiver-io/pull/43
* Hugging Face interface for inference by krasserm in https://github.com/krasserm/perceiver-io/pull/44


**Full Changelog**: https://github.com/krasserm/perceiver-io/compare/0.8.2...0.9.0

- [Replace example-wise with batch-wise random-truncation](https://github.com/krasserm/perceiver-io/issues/39)
- [Optional bias term for `TiedTextOutputAdapter`](https://github.com/krasserm/perceiver-io/issues/40)
- [Optional absolute position embedding for Perceiver AR](https://github.com/krasserm/perceiver-io/issues/41)

- Support tokenizers that do not have a `pad_token` configured (37)
- Parameterize `generate` method with `top_k` directly instead of `threshold` (38)

What's Changed

* Perceiver AR enhancements by krasserm in https://github.com/krasserm/perceiver-io/pull/36
* Support key padding masks for Perceiver AR by krasserm in https://github.com/krasserm/perceiver-io/pull/25
* Implement streaming c4 dataset by cstub in https://github.com/krasserm/perceiver-io/pull/29

Changelog: https://github.com/krasserm/perceiver-io/compare/0.7.0...0.8.0

See also [milestone 0.8.0](https://github.com/krasserm/perceiver-io/issues?q=milestone%3A0.8.0+is%3Aclosed) for a complete list of pull requests and closed tickets.