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[XPU] Implemented 8bit optimizers in triton

Intel

OptimizersIssues or feature requests relating to optimizersIssues or feature requests relating to optimizers

Status: Open (in progress).

bitsandbytes-foundation/bitsandbytesnumber 1692

#1692 In bitsandbytes-foundation/bitsandbytes;

· Egor-Krivov opened on Jul 1, 2025

· 

v0.47.0

Add SYCL Kernels for XPU backend

Intel

Low Priority(will be worked on after all priority issues)(will be worked on after all priority issues)

Status: Open (in progress).

bitsandbytes-foundation/bitsandbytesnumber 1679

#1679 In bitsandbytes-foundation/bitsandbytes;

· xiaolil1 opened on Jun 15, 2025

· 

v0.48.0

Request for AdamW8bit support on CPU (would help TorchTune)

Cross Platform

Intel

OptimizersIssues or feature requests relating to optimizersIssues or feature requests relating to optimizers

x64 CPU

Status: Open.

Feature

#1226 In bitsandbytes-foundation/bitsandbytes;

· sanchitintel opened on May 28, 2024

Feature : Add SYCL runtime support

Intel

Medium Priority(will be worked on after all high priority issues)(will be worked on after all high priority issues)

Medium RiskRisk of bugs in transformers and other librariesRisk of bugs in transformers and other libraries

Status: Open (in progress).

bitsandbytes-foundation/bitsandbytesnumber 747

#747 In bitsandbytes-foundation/bitsandbytes;

· abhilash1910 opened on Sep 5, 2023