CARD.md

flashrt-flex-attention-train

FlexAttention replacement API for PI-style prefix/action training masks.

Available functions

• flex_attention(q, k, v, prefix_len, action_block_size, ...)
• flex_attention_forward(...)
• reference_flex_attention(...)
• build_block_sparse_bool_masks(...)

Acceptance status

• Reference/SDPA autograd path: available.
• CUDA optimized implementation: pending A100/5090 acceptance.
• Precision mode: bf16/fp32 training reference, no FP8/FP4.
• Fallback: unsupported shapes route to SDPA.

Use this package to lock Lerobot/PI052 integration and run correctness and benchmark gates before replacing the internal reference path with optimized CUDA kernels.