docs: add disclaimer about testing + fix line breaks
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README.md
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**Python 3.11 & 3.12 & 3.13 versions only**.
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## Overview
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This repository provides **Windows-compatible wheels** for FlashAttention-2 that are not officially distributed.<br>
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Pre-built version: lash_attn-2 with **Python 3.11 & 3.12 & 3.13** support.
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## Key Features
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- ✅ Native Windows support (Python 3.11 & 3.12 & 3.13)
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- ⚡ FlashAttention-2
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## Changelog
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- 15.11.2025 Uploaded v2.8.3 based on PyTorch 2.9.1+cu130
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- 12.02.2026 Uploaded v2.8.3 based on PyTorch 2.10.0+cu130
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- 29.03.2026 Uploaded v2.8.3 based on PyTorch 2.11.0+cu130
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- 13.05.2026 Uploaded **v2.9.0** based on PyTorch 2.10.0+cu130 — **unofficial fork-only build** (not an official release). Includes FA2 A-1/A-2 optimizations.
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## About v2.9.0
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**v2.9.0 is not an official FlashAttention release.** It is an independent fork build that continues FA2 kernel development while upstream focuses on FA3/F4.
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- **Optimization plan (GitHub):** https://github.com/ussoewwin/flash-attention/blob/main/AI/FA2_BACKPORT_FROM_FA4_PLAN.md
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- **Kernel change notes (GitHub):** https://github.com/ussoewwin/flash-attention/blob/main/md/FA2_CHANGES_v1.1.md
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- **Fork changelog (GitHub):** https://github.com/ussoewwin/flash-attention/blob/main/md/CHANGELOG.md
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※Unofficial built version!! It works correctly in my environment, but I am not sure that will work in yours.
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**Python 3.11 & 3.12 & 3.13 versions only**.
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## Overview
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This repository provides **Windows-compatible wheels** for FlashAttention-2 that are not officially distributed.<br>
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Pre-built version: lash_attn-2 with **Python 3.11 & 3.12 & 3.13** support.
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## Key Features
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- ✅ Native Windows support (Python 3.11 & 3.12 & 3.13)
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- ⚡ FlashAttention-2
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## Changelog
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- 15.11.2025 Uploaded v2.8.3 based on PyTorch 2.9.1+cu130
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- 12.02.2026 Uploaded v2.8.3 based on PyTorch 2.10.0+cu130
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- 29.03.2026 Uploaded v2.8.3 based on PyTorch 2.11.0+cu130
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- 13.05.2026 Uploaded **v2.9.0** based on PyTorch 2.10.0+cu130 — **unofficial fork-only build** (not an official release). Includes FA2 A-1/A-2 optimizations.
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## About v2.9.0
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**v2.9.0 is not an official FlashAttention release.** It is an independent fork build that continues FA2 kernel development while upstream focuses on FA3/F4.
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- **Optimization plan (GitHub):** https://github.com/ussoewwin/flash-attention/blob/main/AI/FA2_BACKPORT_FROM_FA4_PLAN.md
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- **Kernel change notes (GitHub):** https://github.com/ussoewwin/flash-attention/blob/main/md/FA2_CHANGES_v1.1.md
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- **Fork changelog (GitHub):** https://github.com/ussoewwin/flash-attention/blob/main/md/CHANGELOG.md
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## Disclaimer
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- **No performance benchmarks** have been run on this build.
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- **No multi-environment testing** has been performed.
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- This is an **unofficial fork build**. Use at your own risk.
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※Unofficial built version!! It works correctly in my environment, but I am not sure that will work in yours.
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