11 Commits
Author SHA1 Message Date
Ho-Ren (Jack) ChuangandClaude Fable 5 e4a40a71f8 [DSA] Q8KV8 FP8 Sparse Prefill on GLM-5.2 & DeepSeek-V3.2: Q8-Path & Shared-Path Optimizations (#31888)
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-07-30 15:15:11 +08:00
b8ec544946 [DSA] Integrate Q8KV8 FP8 Sparse MLA Prefill into the DSA Backend (DeepSeek-V3.2) (#30514)
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-authored-by: Xiaoyu Zhang <1182563586@qq.com>
2026-07-19 11:58:16 +08:00
Ho-Ren (Jack) Chuang bc8b3ab1f5 [Kernel] Add SM90 Q8KV8 FP8 Sparse MLA Prefill JIT Kernel with Tests and Benchmark (#25751) 2026-06-30 09:00:11 +08:00
Ho-Ren (Jack) Chuang a6bc432fd8 [Perf][Kernel] Fuse SiLU+Mul into NVFP4 Expert Quantization for CUTLASS MoE (#18612) 2026-06-29 16:51:01 -07:00
Ho-Ren (Jack) Chuang 4b5f63e1b8 FIX: (NSA) Compute topk_indices_offset when NSA prefill flashmla_sparse is used with FP8 KV cache (#20606)
Signed-off-by: Ho-Ren (Jack) Chuang <horenchuang@bytedance.com>
2026-03-26 12:50:50 -07:00
Ho-Ren (Jack) Chuang 349ce2dd19 Support kv8 (FP8) with torch_native attention backend (#12596)
Signed-off-by: Ho-Ren (Jack) Chuang <horenchuang@bytedance.com>
2025-12-28 10:48:30 +08:00
Ho-Ren (Jack) Chuang 171b442ad3 Add KV4-capable backend flashmla and update server args (#14989)
Signed-off-by: Ho-Ren (Jack) Chuang <horenchuang@bytedance.com>
2025-12-12 11:50:27 -08:00
Ho-Ren (Jack) Chuang 10146af099 Check KV4 compatibility with attention backends and add KV4 support to the attention_backend doc (#14467)
Signed-off-by: Ho-Ren (Jack) Chuang <horenchuang@bytedance.com>
2025-12-11 19:00:53 -08:00
Ho-Ren (Jack) Chuang 3990b84bd3 Refactor MHA & MLA KV caches to support FP4 (#13547)
Signed-off-by: Ho-Ren (Jack) Chuang <horenchuang@bytedance.com>
2025-11-22 11:13:43 -08:00
Ho-Ren (Jack) ChuangandYichen Wang 6d5e16fb1c feat: Add FP4 (E2M1) KV Cache Support for MHA (#12612)
Signed-off-by: Ho-Ren (Jack) Chuang <horenchuang@bytedance.com>
Co-authored-by: Yichen Wang <yichen.wang@bytedance.com>
2025-11-14 22:31:35 -08:00
Ho-Ren (Jack) ChuangandYichen Wang 76196b3cbf feat: Add FP4 (E2M1) KV Cache Support with Quantization Utilities for MLA (#10078)
Signed-off-by: Ho-Ren (Jack) Chuang <horenchuang@bytedance.com>
Co-authored-by: Yichen Wang <yichen.wang@bytedance.com>
2025-11-01 22:24:58 -07:00