v2.6.0
MiniMax-AI/MiniMax-M2.1v2.6.0Aug 27, 2026by Michael-A-Kuykendall
Upgrading?
AI Summary
Consolidates the certification pipeline into a 3-box regimen and promotes legacy engine cleanup to main.
Key Highlights
- Consolidated certification into a 3-box regimen (MATH, INFERENCE, DETERMINISM)
- Promotion of v2.2 cleanup to main, removing legacy engine code
- CI simplified by removing HuggingFace, MLX, and Universal engine references
- Added 3 new certified models: llama-3.1-8b, qwen2-7b, gemma-2-2b
- Initialized Beads issue tracking for durable task management
Breaking Changes
- Removal of engine/huggingface.rs
- Removal of engine/mlx.rs
- Removal of engine/universal.rs
- Removal of RustChain provider references
New Features
- New 3-box certification regimen
- v2.2 cleanup features
- Beads issue tracking system
Full Release Notes
## [2.6.0] โ 2026-08-26 โ Certification Consolidation + Engine Cleanup + v2.2 Promotion ### ๐ Certified โ 12 Families ยท 26 Model/Quant Combinations Shimmy's certification pipeline has been **consolidated from the old 5-gate + CHAT regime into a clean 3-box regimen** (MATH + INFERENCE + DETERMINISM), matching the airframe 0.4.0 release. The regression-causing chat box is gone, replaced with deterministic inference verification. **The 3-box certification regimen:** 1. **MATH** โ GPU dequant audit, structural peel, plan-vs-peel reds, numerical self-consistency 2. **INFERENCE** โ 5-prompt battery (factual / creative / arithmetic / kv_cache / dev_question) on real GPU 3. **DETERMINISM** โ two identical runs must produce identical text **26 certified model/quant combinations across 12 families** โ up from 25 in v2.4.0. New: llama-3.1-8b, qwen2-7b, gemma-2-2b (plus re-certification of all prior models under the new regimen). ### Highlights - **v2.2 release cleanup promoted to main** โ Legacy engine code stripped (huggingface.rs, mlx.rs, universal.rs, rustchain_compat.rs removed โ ~1,600 lines deleted). Feature flags cleaned. Shimmy is now a pure Airframe product. - **CI simplified** โ Removed huggingface/mlx/llama references from CI/CD. Faster, cleaner builds. - **Certification alignment** โ Shimmy's cert documentation, README, and supported-models tables now align with airframe's 3-box regimen and 26-model count. ### Removals - **`engine/huggingface.rs`** (428 lines) โ removed - **`engine/mlx.rs`** (323 lines) โ removed - **`engine/universal.rs`** (573 lines) โ removed - **`src/rustchain_compat.rs`** (306 lines) โ removed - **`docs/rustchain-provider.md`** (40 lines) โ removed - All RustChain provider references scrubbed from docs, .gitignore, lib.rs ### Documentation - **v2-roadmap.md** added (131 lines) โ current roadmap and release planning - Chinese user manuals updated - Safetensors release status clarified ### Infrastructure - **Beads issue tracking initialized** โ `.beads/` Dolt-backed board for durable task tracking - **Cargo.lock refreshed** for path-sourced airframe patch ### Commits 18 commits since v2.5.0 โ see git log `v2.5.0..HEAD` for full list.
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