Starstruk Logo MarkStarstruk

v0.8.23

ggml-org/llama.cppv0.8.23Jun 25, 2026by EricLBuehler

AI Summary

Adds support for CUDA 13.3, introduces Hunyuan v1 dense and MoE models, adds ISQ (Int8/4 Quantization) executor, and includes various performance and stability fixes.

Key Highlights

  • CUDA 13.3 support
  • Hunyuan v1 dense and MoE support
  • ISQ executor and planning
  • Gemma4 projection optimization
  • PagedAttention scheduler fix

New Features

  • CUDA 13.3 support
  • Hunyuan v1 dense support
  • Hunyuan v1 MoE support
  • ISQ executor
  • Gemma4 KV layer optimization
  • PagedAttention scheduler fix

Full Release Notes

## What's Changed
* feat(cuda): support CUDA 13.3 by @EricLBuehler in https://github.com/EricLBuehler/mistral.rs/pull/2275
* chore: bump candle dep by @EricLBuehler in https://github.com/EricLBuehler/mistral.rs/pull/2276
* feat(cli): improve --quant and --isq docs in cli by @EricLBuehler in https://github.com/EricLBuehler/mistral.rs/pull/2277
* feat(gemma4): do not load projections for shared kv layers by @EricLBuehler in https://github.com/EricLBuehler/mistral.rs/pull/2281
* feat(quant): add isq executor and planning by @EricLBuehler in https://github.com/EricLBuehler/mistral.rs/pull/2283
* feat: add Hunyuan v1 dense and MoE support by @ASheng1019 in https://github.com/EricLBuehler/mistral.rs/pull/2268
* feat(install): fix handling when there are preexisting installs by @EricLBuehler in https://github.com/EricLBuehler/mistral.rs/pull/2284
* feat(gdn): add isq support by @EricLBuehler in https://github.com/EricLBuehler/mistral.rs/pull/2285
* Fix reversed FCFS priority in PagedAttentionScheduler preemption by @pjdurden in https://github.com/EricLBuehler/mistral.rs/pull/2250
* Validate GGUF special token ids against vocab to prevent OOB panic by @pjdurden in https://github.com/EricLBuehler/mistral.rs/pull/2282

## New Contributors
* @ASheng1019 made their first contribution in https://github.com/EricLBuehler/mistral.rs/pull/2268
* @pjdurden made their first contribution in https://github.com/EricLBuehler/mistral.rs/pull/2250

**Full Changelog**: https://github.com/EricLBuehler/mistral.rs/compare/v0.8.22...v0.8.23