Baseline Methods Graph

This page visualizes baseline-method relationships extracted from meta files.

Each component represents a family of related methods, showing how newer papers build upon previous baseline methods.

KIVI Family

55 methods, 65 relationships

flowchart LR classDef defaultNode fill:#4A90E2,stroke:#2E5C8A,stroke-width:2px,color:#fff classDef rootNode fill:#50C878,stroke:#2E7D4E,stroke-width:3px,color:#fff classDef leafNode fill:#FF6B6B,stroke:#C92A2A,stroke-width:2px,color:#fff linkStyle default stroke:#9370DB,stroke-width:2px 2023_H2O["H2O[2023]"] class 2023_H2O rootNode click 2023_H2O "../?search=H2O" _blank 2024_AdaKV["AdaKV[2024]"] class 2024_AdaKV rootNode click 2024_AdaKV "../?search=AdaKV" _blank 2024_DoubleSparsity["DoubleSparsity[2024]"] class 2024_DoubleSparsity rootNode click 2024_DoubleSparsity "../?search=DoubleSparsity" _blank 2024_DuoAttention["DuoAttention[2024]"] class 2024_DuoAttention rootNode click 2024_DuoAttention "../?search=DuoAttention" _blank 2024_GEAR["GEAR[2024]"] class 2024_GEAR rootNode click 2024_GEAR "../?search=GEAR" _blank 2024_InfLLM["InfLLM[2024]"] class 2024_InfLLM defaultNode click 2024_InfLLM "../?search=InfLLM" _blank 2024_KIVI["KIVI[2024]"] class 2024_KIVI rootNode click 2024_KIVI "../?search=KIVI" _blank 2024_KVQuant["KVQuant[2024]"] class 2024_KVQuant rootNode click 2024_KVQuant "../?search=KVQuant" _blank 2024_LazyLLM["LazyLLM[2024]"] class 2024_LazyLLM rootNode click 2024_LazyLLM "../?search=LazyLLM" _blank 2024_MInference["MInference[2024]"] class 2024_MInference defaultNode click 2024_MInference "../?search=MInference" _blank 2024_MiKV["MiKV[2024]"] class 2024_MiKV rootNode click 2024_MiKV "../?search=MiKV" _blank 2024_PyramidKV["PyramidKV[2024]"] class 2024_PyramidKV defaultNode click 2024_PyramidKV "../?search=PyramidKV" _blank 2024_Quest["Quest[2024]"] class 2024_Quest rootNode click 2024_Quest "../?search=Quest" _blank 2024_RazorAttention["RazorAttention[2024]"] class 2024_RazorAttention leafNode click 2024_RazorAttention "../?search=RazorAttention" _blank 2024_SnapKV["SnapKV[2024]"] class 2024_SnapKV rootNode click 2024_SnapKV "../?search=SnapKV" _blank 2024_StreamingLLM["StreamingLLM[2024]"] class 2024_StreamingLLM rootNode click 2024_StreamingLLM "../?search=StreamingLLM" _blank 2024_TOVA["TOVA[2024]"] class 2024_TOVA rootNode click 2024_TOVA "../?search=TOVA" _blank 2024_ZipCache["ZipCache[2024]"] class 2024_ZipCache rootNode click 2024_ZipCache "../?search=ZipCache" _blank 2025_BLASST["BLASST[2025]"] class 2025_BLASST leafNode click 2025_BLASST "../?search=BLASST" _blank 2025_CTkvr["CTkvr[2025]"] class 2025_CTkvr leafNode click 2025_CTkvr "../?search=CTkvr" _blank 2025_DefensiveKV["DefensiveKV[2025]"] class 2025_DefensiveKV leafNode click 2025_DefensiveKV "../?search=DefensiveKV" _blank 2025_EvolKV["EvolKV[2025]"] class 2025_EvolKV leafNode click 2025_EvolKV "../?search=EvolKV" _blank 2025_FastKV["FastKV[2025]"] class 2025_FastKV leafNode click 2025_FastKV "../?search=FastKV" _blank 2025_FlexPrefill["FlexPrefill[2025]"] class 2025_FlexPrefill defaultNode click 2025_FlexPrefill "../?search=FlexPrefill" _blank 2025_FreeKV["FreeKV[2025]"] class 2025_FreeKV leafNode click 2025_FreeKV "../?search=FreeKV" _blank 2025_H1B_KV["H1B-KV[2025]"] class 2025_H1B_KV leafNode click 2025_H1B_KV "../?search=H1B-KV" _blank 2025_HashAttention["HashAttention[2025]"] class 2025_HashAttention leafNode click 2025_HashAttention "../?search=HashAttention" _blank 2025_KVmix["KVmix[2025]"] class 2025_KVmix leafNode click 2025_KVmix "../?search=KVmix" _blank 2025_KVzip["KVzip[2025]"] class 2025_KVzip defaultNode click 2025_KVzip "../?search=KVzip" _blank 2025_Kascade["Kascade[2025]"] class 2025_Kascade leafNode click 2025_Kascade "../?search=Kascade" _blank 2025_LAVa["LAVa[2025]"] class 2025_LAVa leafNode click 2025_LAVa "../?search=LAVa" _blank 2025_MILLION["MILLION[2025]"] class 2025_MILLION defaultNode click 2025_MILLION "../?search=MILLION" _blank 2025_MixKVQ["MixKVQ[2025]"] class 2025_MixKVQ leafNode click 2025_MixKVQ "../?search=MixKVQ" _blank 2025_PruLong["PruLong[2025]"] class 2025_PruLong leafNode click 2025_PruLong "../?search=PruLong" _blank 2025_PureKV["PureKV[2025]"] class 2025_PureKV leafNode click 2025_PureKV "../?search=PureKV" _blank 2025_QJL["QJL[2025]"] class 2025_QJL leafNode click 2025_QJL "../?search=QJL" _blank 2025_RaaS["RaaS[2025]"] class 2025_RaaS rootNode click 2025_RaaS "../?search=RaaS" _blank 2025_RotateKV["RotateKV[2025]"] class 2025_RotateKV defaultNode click 2025_RotateKV "../?search=RotateKV" _blank 2025_ShadowKV["ShadowKV[2025]"] class 2025_ShadowKV rootNode click 2025_ShadowKV "../?search=ShadowKV" _blank 2025_SharePrefill["SharePrefill[2025]"] class 2025_SharePrefill leafNode click 2025_SharePrefill "../?search=SharePrefill" _blank 2025_SlimInfer["SlimInfer[2025]"] class 2025_SlimInfer leafNode click 2025_SlimInfer "../?search=SlimInfer" _blank 2025_TCA_Attention["TCA-Attention[2025]"] class 2025_TCA_Attention leafNode click 2025_TCA_Attention "../?search=TCA-Attention" _blank 2025_Twilight["Twilight[2025]"] class 2025_Twilight leafNode click 2025_Twilight "../?search=Twilight" _blank 2025_UNComp["UNComp[2025]"] class 2025_UNComp leafNode click 2025_UNComp "../?search=UNComp" _blank 2025_VecInfer["VecInfer[2025]"] class 2025_VecInfer leafNode click 2025_VecInfer "../?search=VecInfer" _blank 2025_XAttention["XAttention[2025]"] class 2025_XAttention defaultNode click 2025_XAttention "../?search=XAttention" _blank 2026_Double_P["Double-P[2026]"] class 2026_Double_P leafNode click 2026_Double_P "../?search=Double-P" _blank 2026_FastKVzip["FastKVzip[2026]"] class 2026_FastKVzip leafNode click 2026_FastKVzip "../?search=FastKVzip" _blank 2026_FlashPrefill["FlashPrefill[2026]"] class 2026_FlashPrefill leafNode click 2026_FlashPrefill "../?search=FlashPrefill" _blank 2026_KVTC["KVTC[2026]"] class 2026_KVTC leafNode click 2026_KVTC "../?search=KVTC" _blank 2026_Prism["Prism[2026]"] class 2026_Prism leafNode click 2026_Prism "../?search=Prism" _blank 2026_Tactic["Tactic[2026]"] class 2026_Tactic leafNode click 2026_Tactic "../?search=Tactic" _blank 2026_TurboQuant["TurboQuant[2026]"] class 2026_TurboQuant leafNode click 2026_TurboQuant "../?search=TurboQuant" _blank 2026_VQKV["VQKV[2026]"] class 2026_VQKV leafNode click 2026_VQKV "../?search=VQKV" _blank Loki["Loki"] class Loki rootNode click Loki "../?search=Loki" _blank 2023_H2O ==>|" "| 2024_InfLLM linkStyle 0 stroke:#9370DB,stroke-width:2.5px 2023_H2O ==>|" "| 2024_PyramidKV linkStyle 1 stroke:#FF6347,stroke-width:2.5px 2023_H2O ==>|" "| 2024_RazorAttention linkStyle 2 stroke:#20B2AA,stroke-width:2.5px 2023_H2O ==>|" "| 2025_HashAttention linkStyle 3 stroke:#FFD700,stroke-width:2.5px 2023_H2O ==>|" "| 2025_PureKV linkStyle 4 stroke:#FF69B4,stroke-width:2.5px 2023_H2O ==>|" "| 2025_UNComp linkStyle 5 stroke:#00CED1,stroke-width:2.5px 2023_H2O ==>|" "| 2026_KVTC linkStyle 6 stroke:#FFA500,stroke-width:2.5px 2024_AdaKV ==>|" "| 2025_DefensiveKV linkStyle 7 stroke:#7B68EE,stroke-width:2.5px 2024_AdaKV ==>|" "| 2025_FastKV linkStyle 8 stroke:#9370DB,stroke-width:2.5px 2024_DoubleSparsity ==>|" "| 2025_UNComp linkStyle 9 stroke:#FF6347,stroke-width:2.5px 2024_DuoAttention ==>|" "| 2025_DefensiveKV linkStyle 10 stroke:#20B2AA,stroke-width:2.5px 2024_DuoAttention ==>|" "| 2025_PruLong linkStyle 11 stroke:#FFD700,stroke-width:2.5px 2024_GEAR ==>|" "| 2025_RotateKV linkStyle 12 stroke:#FF69B4,stroke-width:2.5px 2024_InfLLM ==>|" "| 2024_MInference linkStyle 13 stroke:#00CED1,stroke-width:2.5px 2024_KIVI ==>|" "| 2025_H1B_KV linkStyle 14 stroke:#FFA500,stroke-width:2.5px 2024_KIVI ==>|" "| 2025_KVmix linkStyle 15 stroke:#7B68EE,stroke-width:2.5px 2024_KIVI ==>|" "| 2025_MILLION linkStyle 16 stroke:#9370DB,stroke-width:2.5px 2024_KIVI ==>|" "| 2025_QJL linkStyle 17 stroke:#FF6347,stroke-width:2.5px 2024_KIVI ==>|" "| 2025_RotateKV linkStyle 18 stroke:#20B2AA,stroke-width:2.5px 2024_KIVI ==>|" "| 2026_KVTC linkStyle 19 stroke:#FFD700,stroke-width:2.5px 2024_KIVI ==>|" "| 2026_TurboQuant linkStyle 20 stroke:#FF69B4,stroke-width:2.5px 2024_KIVI ==>|" "| 2026_VQKV linkStyle 21 stroke:#00CED1,stroke-width:2.5px 2024_KVQuant ==>|" "| 2025_KVmix linkStyle 22 stroke:#FFA500,stroke-width:2.5px 2024_KVQuant ==>|" "| 2025_MILLION linkStyle 23 stroke:#7B68EE,stroke-width:2.5px 2024_KVQuant ==>|" "| 2025_QJL linkStyle 24 stroke:#9370DB,stroke-width:2.5px 2024_KVQuant ==>|" "| 2025_RotateKV linkStyle 25 stroke:#FF6347,stroke-width:2.5px 2024_LazyLLM ==>|" "| 2025_SlimInfer linkStyle 26 stroke:#20B2AA,stroke-width:2.5px 2024_MInference ==>|" "| 2025_FlexPrefill linkStyle 27 stroke:#FFD700,stroke-width:2.5px 2024_MiKV ==>|" "| 2025_RotateKV linkStyle 28 stroke:#FF69B4,stroke-width:2.5px 2024_PyramidKV ==>|" "| 2025_EvolKV linkStyle 29 stroke:#00CED1,stroke-width:2.5px 2024_Quest ==>|" "| 2025_CTkvr linkStyle 30 stroke:#FFA500,stroke-width:2.5px 2024_Quest ==>|" "| 2025_FreeKV linkStyle 31 stroke:#7B68EE,stroke-width:2.5px 2024_Quest ==>|" "| 2025_Kascade linkStyle 32 stroke:#9370DB,stroke-width:2.5px 2024_Quest ==>|" "| 2025_Twilight linkStyle 33 stroke:#FF6347,stroke-width:2.5px 2024_Quest ==>|" "| 2025_UNComp linkStyle 34 stroke:#20B2AA,stroke-width:2.5px 2024_Quest ==>|" "| 2026_Double_P linkStyle 35 stroke:#FFD700,stroke-width:2.5px 2024_Quest ==>|" "| 2026_Tactic linkStyle 36 stroke:#FF69B4,stroke-width:2.5px 2024_SnapKV ==>|" "| 2024_PyramidKV linkStyle 37 stroke:#00CED1,stroke-width:2.5px 2024_SnapKV ==>|" "| 2025_CTkvr linkStyle 38 stroke:#FFA500,stroke-width:2.5px 2024_SnapKV ==>|" "| 2025_DefensiveKV linkStyle 39 stroke:#7B68EE,stroke-width:2.5px 2024_SnapKV ==>|" "| 2025_KVzip linkStyle 40 stroke:#9370DB,stroke-width:2.5px 2024_SnapKV ==>|" "| 2025_LAVa linkStyle 41 stroke:#FF6347,stroke-width:2.5px 2024_SnapKV ==>|" "| 2025_PureKV linkStyle 42 stroke:#20B2AA,stroke-width:2.5px 2024_SnapKV ==>|" "| 2025_UNComp linkStyle 43 stroke:#FFD700,stroke-width:2.5px 2024_StreamingLLM ==>|" "| 2024_InfLLM linkStyle 44 stroke:#FF69B4,stroke-width:2.5px 2024_StreamingLLM ==>|" "| 2024_PyramidKV linkStyle 45 stroke:#00CED1,stroke-width:2.5px 2024_StreamingLLM ==>|" "| 2024_RazorAttention linkStyle 46 stroke:#FFA500,stroke-width:2.5px 2024_StreamingLLM ==>|" "| 2025_HashAttention linkStyle 47 stroke:#7B68EE,stroke-width:2.5px 2024_StreamingLLM ==>|" "| 2025_PureKV linkStyle 48 stroke:#9370DB,stroke-width:2.5px 2024_StreamingLLM ==>|" "| 2025_UNComp linkStyle 49 stroke:#FF6347,stroke-width:2.5px 2024_TOVA ==>|" "| 2026_KVTC linkStyle 50 stroke:#20B2AA,stroke-width:2.5px 2024_ZipCache ==>|" "| 2025_RotateKV linkStyle 51 stroke:#FFD700,stroke-width:2.5px 2025_FlexPrefill ==>|" "| 2025_SharePrefill linkStyle 52 stroke:#FF69B4,stroke-width:2.5px 2025_FlexPrefill ==>|" "| 2025_SlimInfer linkStyle 53 stroke:#00CED1,stroke-width:2.5px 2025_FlexPrefill ==>|" "| 2025_XAttention linkStyle 54 stroke:#FFA500,stroke-width:2.5px 2025_FlexPrefill ==>|" "| 2026_FlashPrefill linkStyle 55 stroke:#7B68EE,stroke-width:2.5px 2025_FlexPrefill ==>|" "| 2026_Prism linkStyle 56 stroke:#9370DB,stroke-width:2.5px 2025_KVzip ==>|" "| 2026_FastKVzip linkStyle 57 stroke:#FF6347,stroke-width:2.5px 2025_MILLION ==>|" "| 2025_VecInfer linkStyle 58 stroke:#20B2AA,stroke-width:2.5px 2025_RaaS ==>|" "| 2025_FreeKV linkStyle 59 stroke:#FFD700,stroke-width:2.5px 2025_RotateKV ==>|" "| 2025_MixKVQ linkStyle 60 stroke:#FF69B4,stroke-width:2.5px 2025_ShadowKV ==>|" "| 2025_FreeKV linkStyle 61 stroke:#00CED1,stroke-width:2.5px 2025_XAttention ==>|" "| 2025_BLASST linkStyle 62 stroke:#FFA500,stroke-width:2.5px 2025_XAttention ==>|" "| 2025_TCA_Attention linkStyle 63 stroke:#7B68EE,stroke-width:2.5px Loki ==>|" "| 2025_H1B_KV linkStyle 64 stroke:#9370DB,stroke-width:2.5px

SVG Family

8 methods, 7 relationships

flowchart LR classDef defaultNode fill:#4A90E2,stroke:#2E5C8A,stroke-width:2px,color:#fff classDef rootNode fill:#50C878,stroke:#2E7D4E,stroke-width:3px,color:#fff classDef leafNode fill:#FF6B6B,stroke:#C92A2A,stroke-width:2px,color:#fff linkStyle default stroke:#9370DB,stroke-width:2px 2022_STA["STA[2022]"] class 2022_STA rootNode click 2022_STA "../?search=STA" _blank 2024_SageAttention["SageAttention[2024]"] class 2024_SageAttention rootNode click 2024_SageAttention "../?search=SageAttention" _blank 2025_FPSAttention["FPSAttention[2025]"] class 2025_FPSAttention leafNode click 2025_FPSAttention "../?search=FPSAttention" _blank 2025_LiteAttention["LiteAttention[2025]"] class 2025_LiteAttention leafNode click 2025_LiteAttention "../?search=LiteAttention" _blank 2025_PAROAttention["PAROAttention[2025]"] class 2025_PAROAttention leafNode click 2025_PAROAttention "../?search=PAROAttention" _blank 2025_RadialAttention["RadialAttention[2025]"] class 2025_RadialAttention rootNode click 2025_RadialAttention "../?search=RadialAttention" _blank 2025_SVG["SVG[2025]"] class 2025_SVG rootNode click 2025_SVG "../?search=SVG" _blank 2025_SVG2["SVG2[2025]"] class 2025_SVG2 leafNode click 2025_SVG2 "../?search=SVG2" _blank 2022_STA ==>|" "| 2025_FPSAttention linkStyle 0 stroke:#9370DB,stroke-width:2.5px 2024_SageAttention ==>|" "| 2025_FPSAttention linkStyle 1 stroke:#FF6347,stroke-width:2.5px 2025_RadialAttention ==>|" "| 2025_LiteAttention linkStyle 2 stroke:#20B2AA,stroke-width:2.5px 2025_SVG ==>|" "| 2025_FPSAttention linkStyle 3 stroke:#FFD700,stroke-width:2.5px 2025_SVG ==>|" "| 2025_LiteAttention linkStyle 4 stroke:#FF69B4,stroke-width:2.5px 2025_SVG ==>|" "| 2025_PAROAttention linkStyle 5 stroke:#00CED1,stroke-width:2.5px 2025_SVG ==>|" "| 2025_SVG2 linkStyle 6 stroke:#FFA500,stroke-width:2.5px

PagedAttention Family

8 methods, 9 relationships

flowchart LR classDef defaultNode fill:#4A90E2,stroke:#2E5C8A,stroke-width:2px,color:#fff classDef rootNode fill:#50C878,stroke:#2E7D4E,stroke-width:3px,color:#fff classDef leafNode fill:#FF6B6B,stroke:#C92A2A,stroke-width:2px,color:#fff linkStyle default stroke:#9370DB,stroke-width:2px 2023_PagedAttention["PagedAttention[2023]"] class 2023_PagedAttention rootNode click 2023_PagedAttention "../?search=PagedAttention" _blank 2024_Async_TP["Async-TP[2024]"] class 2024_Async_TP rootNode click 2024_Async_TP "../?search=Async-TP" _blank 2024_FLUX["FLUX[2024]"] class 2024_FLUX rootNode click 2024_FLUX "../?search=FLUX" _blank 2025_NanoFlow["NanoFlow[2025]"] class 2025_NanoFlow defaultNode click 2025_NanoFlow "../?search=NanoFlow" _blank 2025_SparseServe["SparseServe[2025]"] class 2025_SparseServe leafNode click 2025_SparseServe "../?search=SparseServe" _blank 2025_TileLink["TileLink[2025]"] class 2025_TileLink defaultNode click 2025_TileLink "../?search=TileLink" _blank 2025_TokenWeave["TokenWeave[2025]"] class 2025_TokenWeave leafNode click 2025_TokenWeave "../?search=TokenWeave" _blank 2026_FlashOverlap["FlashOverlap[2026]"] class 2026_FlashOverlap leafNode click 2026_FlashOverlap "../?search=FlashOverlap" _blank 2023_PagedAttention ==>|" "| 2025_NanoFlow linkStyle 0 stroke:#9370DB,stroke-width:2.5px 2023_PagedAttention ==>|" "| 2025_SparseServe linkStyle 1 stroke:#FF6347,stroke-width:2.5px 2023_PagedAttention ==>|" "| 2025_TileLink linkStyle 2 stroke:#20B2AA,stroke-width:2.5px 2024_Async_TP ==>|" "| 2025_TileLink linkStyle 3 stroke:#FFD700,stroke-width:2.5px 2024_Async_TP ==>|" "| 2026_FlashOverlap linkStyle 4 stroke:#FF69B4,stroke-width:2.5px 2024_FLUX ==>|" "| 2025_TileLink linkStyle 5 stroke:#00CED1,stroke-width:2.5px 2024_FLUX ==>|" "| 2026_FlashOverlap linkStyle 6 stroke:#FFA500,stroke-width:2.5px 2025_NanoFlow ==>|" "| 2025_TokenWeave linkStyle 7 stroke:#7B68EE,stroke-width:2.5px 2025_TileLink ==>|" "| 2025_TokenWeave linkStyle 8 stroke:#9370DB,stroke-width:2.5px

FlashAttention Family

5 methods, 4 relationships

flowchart LR classDef defaultNode fill:#4A90E2,stroke:#2E5C8A,stroke-width:2px,color:#fff classDef rootNode fill:#50C878,stroke:#2E7D4E,stroke-width:3px,color:#fff classDef leafNode fill:#FF6B6B,stroke:#C92A2A,stroke-width:2px,color:#fff linkStyle default stroke:#9370DB,stroke-width:2px 2022_FlashAttention["FlashAttention[2022]"] class 2022_FlashAttention rootNode click 2022_FlashAttention "../?search=FlashAttention" _blank 2023_FlashDecoding["FlashDecoding[2023]"] class 2023_FlashDecoding leafNode click 2023_FlashDecoding "../?search=FlashDecoding" _blank 2024_FlashAttention_2["FlashAttention-2[2024]"] class 2024_FlashAttention_2 defaultNode click 2024_FlashAttention_2 "../?search=FlashAttention-2" _blank 2024_FlashAttention_3["FlashAttention-3[2024]"] class 2024_FlashAttention_3 defaultNode click 2024_FlashAttention_3 "../?search=FlashAttention-3" _blank 2026_FlashAttention_4["FlashAttention-4[2026]"] class 2026_FlashAttention_4 leafNode click 2026_FlashAttention_4 "../?search=FlashAttention-4" _blank 2022_FlashAttention ==>|" "| 2023_FlashDecoding linkStyle 0 stroke:#9370DB,stroke-width:2.5px 2022_FlashAttention ==>|" "| 2024_FlashAttention_2 linkStyle 1 stroke:#FF6347,stroke-width:2.5px 2024_FlashAttention_2 ==>|" "| 2024_FlashAttention_3 linkStyle 2 stroke:#20B2AA,stroke-width:2.5px 2024_FlashAttention_3 ==>|" "| 2026_FlashAttention_4 linkStyle 3 stroke:#FFD700,stroke-width:2.5px

Wanda Family

5 methods, 4 relationships

flowchart LR classDef defaultNode fill:#4A90E2,stroke:#2E5C8A,stroke-width:2px,color:#fff classDef rootNode fill:#50C878,stroke:#2E7D4E,stroke-width:3px,color:#fff classDef leafNode fill:#FF6B6B,stroke:#C92A2A,stroke-width:2px,color:#fff linkStyle default stroke:#9370DB,stroke-width:2px 2023_SparseGPT["SparseGPT[2023]"] class 2023_SparseGPT rootNode click 2023_SparseGPT "../?search=SparseGPT" _blank 2024_Pruner_Zero["Pruner-Zero[2024]"] class 2024_Pruner_Zero leafNode click 2024_Pruner_Zero "../?search=Pruner-Zero" _blank 2024_Wanda["Wanda[2024]"] class 2024_Wanda defaultNode click 2024_Wanda "../?search=Wanda" _blank 2025_BaWA["BaWA[2025]"] class 2025_BaWA leafNode click 2025_BaWA "../?search=BaWA" _blank 2025_SDS["SDS[2025]"] class 2025_SDS leafNode click 2025_SDS "../?search=SDS" _blank 2023_SparseGPT ==>|" "| 2024_Wanda linkStyle 0 stroke:#9370DB,stroke-width:2.5px 2024_Wanda ==>|" "| 2024_Pruner_Zero linkStyle 1 stroke:#FF6347,stroke-width:2.5px 2024_Wanda ==>|" "| 2025_BaWA linkStyle 2 stroke:#20B2AA,stroke-width:2.5px 2024_Wanda ==>|" "| 2025_SDS linkStyle 3 stroke:#FFD700,stroke-width:2.5px

GPTQ Family

4 methods, 3 relationships

flowchart LR classDef defaultNode fill:#4A90E2,stroke:#2E5C8A,stroke-width:2px,color:#fff classDef rootNode fill:#50C878,stroke:#2E7D4E,stroke-width:3px,color:#fff classDef leafNode fill:#FF6B6B,stroke:#C92A2A,stroke-width:2px,color:#fff linkStyle default stroke:#9370DB,stroke-width:2px 2023_GPTQ["GPTQ[2023]"] class 2023_GPTQ rootNode click 2023_GPTQ "../?search=GPTQ" _blank 2024_AWQ["AWQ[2024]"] class 2024_AWQ rootNode click 2024_AWQ "../?search=AWQ" _blank 2025_SQ_format["SQ-format[2025]"] class 2025_SQ_format leafNode click 2025_SQ_format "../?search=SQ-format" _blank 2025_SignRoundV2["SignRoundV2[2025]"] class 2025_SignRoundV2 leafNode click 2025_SignRoundV2 "../?search=SignRoundV2" _blank 2023_GPTQ ==>|" "| 2025_SQ_format linkStyle 0 stroke:#9370DB,stroke-width:2.5px 2023_GPTQ ==>|" "| 2025_SignRoundV2 linkStyle 1 stroke:#FF6347,stroke-width:2.5px 2024_AWQ ==>|" "| 2025_SignRoundV2 linkStyle 2 stroke:#20B2AA,stroke-width:2.5px

DHC Family

3 methods, 2 relationships

flowchart LR classDef defaultNode fill:#4A90E2,stroke:#2E5C8A,stroke-width:2px,color:#fff classDef rootNode fill:#50C878,stroke:#2E7D4E,stroke-width:3px,color:#fff classDef leafNode fill:#FF6B6B,stroke:#C92A2A,stroke-width:2px,color:#fff linkStyle default stroke:#9370DB,stroke-width:2px 2025_DHC["DHC[2025]"] class 2025_DHC rootNode click 2025_DHC "../?search=DHC" _blank 2025_mHC["mHC[2025]"] class 2025_mHC defaultNode click 2025_mHC "../?search=mHC" _blank 2026_AttentionResiduals["AttentionResiduals[2026]"] class 2026_AttentionResiduals leafNode click 2026_AttentionResiduals "../?search=AttentionResiduals" _blank 2025_DHC ==>|" "| 2025_mHC linkStyle 0 stroke:#9370DB,stroke-width:2.5px 2025_mHC ==>|" "| 2026_AttentionResiduals linkStyle 1 stroke:#FF6347,stroke-width:2.5px

NSA Family

3 methods, 2 relationships

flowchart LR classDef defaultNode fill:#4A90E2,stroke:#2E5C8A,stroke-width:2px,color:#fff classDef rootNode fill:#50C878,stroke:#2E7D4E,stroke-width:3px,color:#fff classDef leafNode fill:#FF6B6B,stroke:#C92A2A,stroke-width:2px,color:#fff linkStyle default stroke:#9370DB,stroke-width:2px 2025_FSA["FSA[2025]"] class 2025_FSA leafNode click 2025_FSA "../?search=FSA" _blank 2025_InfLLM_V2["InfLLM-V2[2025]"] class 2025_InfLLM_V2 leafNode click 2025_InfLLM_V2 "../?search=InfLLM-V2" _blank 2025_NSA["NSA[2025]"] class 2025_NSA rootNode click 2025_NSA "../?search=NSA" _blank 2025_NSA ==>|" "| 2025_FSA linkStyle 0 stroke:#9370DB,stroke-width:2.5px 2025_NSA ==>|" "| 2025_InfLLM_V2 linkStyle 1 stroke:#FF6347,stroke-width:2.5px

TidalDecode Family

3 methods, 2 relationships

flowchart LR classDef defaultNode fill:#4A90E2,stroke:#2E5C8A,stroke-width:2px,color:#fff classDef rootNode fill:#50C878,stroke:#2E7D4E,stroke-width:3px,color:#fff classDef leafNode fill:#FF6B6B,stroke:#C92A2A,stroke-width:2px,color:#fff linkStyle default stroke:#9370DB,stroke-width:2px 2025_SeerAttention_R["SeerAttention-R[2025]"] class 2025_SeerAttention_R rootNode click 2025_SeerAttention_R "../?search=SeerAttention-R" _blank 2025_TidalDecode["TidalDecode[2025]"] class 2025_TidalDecode rootNode click 2025_TidalDecode "../?search=TidalDecode" _blank 2026_LycheeDecode["LycheeDecode[2026]"] class 2026_LycheeDecode leafNode click 2026_LycheeDecode "../?search=LycheeDecode" _blank 2025_SeerAttention_R ==>|" "| 2026_LycheeDecode linkStyle 0 stroke:#9370DB,stroke-width:2.5px 2025_TidalDecode ==>|" "| 2026_LycheeDecode linkStyle 1 stroke:#FF6347,stroke-width:2.5px

CLA Family

2 methods, 1 relationships

flowchart LR classDef defaultNode fill:#4A90E2,stroke:#2E5C8A,stroke-width:2px,color:#fff classDef rootNode fill:#50C878,stroke:#2E7D4E,stroke-width:3px,color:#fff classDef leafNode fill:#FF6B6B,stroke:#C92A2A,stroke-width:2px,color:#fff linkStyle default stroke:#9370DB,stroke-width:2px 2024_CLA["CLA[2024]"] class 2024_CLA rootNode click 2024_CLA "../?search=CLA" _blank 2025_FusedKV["FusedKV[2025]"] class 2025_FusedKV leafNode click 2025_FusedKV "../?search=FusedKV" _blank 2024_CLA ==>|" "| 2025_FusedKV linkStyle 0 stroke:#9370DB,stroke-width:2.5px

DSA Family

2 methods, 1 relationships

flowchart LR classDef defaultNode fill:#4A90E2,stroke:#2E5C8A,stroke-width:2px,color:#fff classDef rootNode fill:#50C878,stroke:#2E7D4E,stroke-width:3px,color:#fff classDef leafNode fill:#FF6B6B,stroke:#C92A2A,stroke-width:2px,color:#fff linkStyle default stroke:#9370DB,stroke-width:2px 2025_DSA["DSA[2025]"] class 2025_DSA rootNode click 2025_DSA "../?search=DSA" _blank 2026_HISA["HISA[2026]"] class 2026_HISA leafNode click 2026_HISA "../?search=HISA" _blank 2025_DSA ==>|" "| 2026_HISA linkStyle 0 stroke:#9370DB,stroke-width:2.5px