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v1.1.0

heygen-com/hyperframesv1.1.0Dec 10, 2025by p-e-w

AI Summary

This release introduces significant hardware support including Apple Silicon (MPS) and IBM Granite MoE, alongside multi-GPU capabilities. It also enhances model compatibility, reduces memory usage, and adds notebook support for easier experimentation.

Key Highlights

  • Added Apple Silicon (MPS) support for better performance on Mac devices.
  • Implemented multi-GPU support for faster processing.
  • Reduced memory usage to optimize resource efficiency.
  • Added notebook compatibility (Colab/Kaggle) for easier development.
  • Expanded support for IBM Granite MoE and models requiring `trust_remote_code`.

New Features

  • Apple Silicon (MPS) support
  • IBM Granite MoE support
  • Multi-GPU support
  • MXFP4 quantized models with Triton tensors support
  • Notebook (Colab/Kaggle) compatibility
  • Support for models requiring `trust_remote_code`
  • Support for stopping optimization process early
  • Support for thinking models
  • Improved refusal detection
  • Improved support for loading local datasets

Full Release Notes

## Changes

* @mbarnson added basic MPS (Apple Silicon) support in https://github.com/p-e-w/heretic/pull/5
* @red40maxxer reduced memory usage in https://github.com/p-e-w/heretic/pull/15
* @Ooooze added IBM Granite MoE support in https://github.com/p-e-w/heretic/pull/14
* @kldzj added multi-GPU support in https://github.com/p-e-w/heretic/pull/17 and https://github.com/p-e-w/heretic/pull/32
* @ricyoung fixed an error when Hugging Face user profile fields are missing in https://github.com/p-e-w/heretic/pull/20
* @tymat added support for MXFP4 quantized models with Triton tensors in https://github.com/p-e-w/heretic/pull/28
* @spikymoth improved support for loading local datasets in https://github.com/p-e-w/heretic/pull/33
* @kldzj added support for models that require `trust_remote_code` in https://github.com/p-e-w/heretic/pull/31
* @Vinayyyy7 added notebook (Colab/Kaggle) compatibility in https://github.com/p-e-w/heretic/pull/42
* @Vinayyyy7 fixed loading for certain models that default to the float32 dtype in https://github.com/p-e-w/heretic/pull/44
* @spikymoth improved refusal detection in https://github.com/p-e-w/heretic/pull/45
* @red40maxxer added a PR title lint to CI in https://github.com/p-e-w/heretic/pull/66
* @p-e-w added research features, support for stopping the optimization process early, and support for thinking models, and implemented an important padding fix suggested by @accemlcc

## New Contributors

* @mbarnson made their first contribution in https://github.com/p-e-w/heretic/pull/5
* @red40maxxer made their first contribution in https://github.com/p-e-w/heretic/pull/15
* @Ooooze made their first contribution in https://github.com/p-e-w/heretic/pull/14
* @kldzj made their first contribution in https://github.com/p-e-w/heretic/pull/17
* @ricyoung made their first contribution in https://github.com/p-e-w/heretic/pull/20
* @tymat made their first contribution in https://github.com/p-e-w/heretic/pull/28
* @spikymoth made their first contribution in https://github.com/p-e-w/heretic/pull/33
* @Vinayyyy7 made their first contribution in https://github.com/p-e-w/heretic/pull/42

**Full Changelog**: https://github.com/p-e-w/heretic/compare/v1.0.1...v1.1.0