HF Model & Benchmark Matrix

24,078 variants · 14,984 scores · 120 benchmarks
Home/Orgs/inclusionAI

inclusionAI

publisher · 150 variants · 122 roots

huggingface
https://huggingface.co/inclusionAI

Root models (122)

rootfamilyvariantsbenchmarks
inclusionAI/Ling-litemisc720
inclusionAI/Ling-flash-base-2.0misc50
inclusionAI/Ling-2.6-flashmisc410
inclusionAI/Ling-1Tmisc40
inclusionAI/Ming-omni-tts-16.8B-A3Bmisc40
inclusionAI/Ling-mini-base-2.0-20Tmisc40
inclusionAI/Ling-lite-base-1.5misc49
inclusionAI/Ling-mini-2.0misc30
inclusionAI/Ling-flash-2.0misc30
inclusionAI/LLaDA2.0-minimisc217
inclusionAI/LLaDA-MoE-7B-A1B-Instructmisc20
inclusionAI/Ming-omni-tts-0.5Bmisc20
inclusionAI/Ling-2.6-1Tmisc210
inclusionAI/Ring-mini-linear-2.0misc24
inclusionAI/Ring-mini-2.0misc20
inclusionAI/Ling-mini-base-2.0misc20
inclusionAI/SingGuard-NSFA-0.8Bmisc20
inclusionAI/Ring-1Tmisc20
inclusionAI/SingGuard-NSFA-9Bmisc20
inclusionAI/SingGuard-NSFA-2Bmisc20
inclusionAI/SingGuard-NSFA-4Bmisc20
inclusionAI/DR-Venus-4B-RLmisc21
inclusionAI/Ling-Coder-lite-basemisc20
inclusionAI/DR-Venus-4B-SFTmisc21
inclusionAI/LLaDA2.1-flashmisc10
inclusionAI/LLaDA2.1-minimisc10
inclusionAI/Ling-lite-1.5misc19
inclusionAI/Ring-2.5-1Tmisc10
inclusionAI/UI-Venus-1.5-8Bmisc10
inclusionAI/LLaDA2.0-Unimisc10
inclusionAI/Ming-flash-omni-2.0misc10
inclusionAI/AReaL-tau2-telecom-sft-30Bmisc10
inclusionAI/AReaL-tau2-retail-sft-30Bmisc10
inclusionAI/LLaDA-MoE-7B-A1B-Basemisc10
inclusionAI/AReaL-tau2-telecom-user-sft-30Bmisc10
inclusionAI/UI-Venus-1.5-30B-A3Bmisc10
inclusionAI/SingGuard-0.8bmisc10
inclusionAI/LLaDA2.0-flashmisc117
inclusionAI/UI-Venus-1.5-2Bmisc10
inclusionAI/VISTA-9Bmisc11
inclusionAI/LLaDA2.0-mini-previewmisc111
inclusionAI/Ling-2.5-1Tmisc10
inclusionAI/Ring-2.6-1Tmisc10
inclusionAI/LLaDA2.2-flashmisc12
inclusionAI/Ling-plusmisc10
inclusionAI/UI-Venus-Ground-7Bmisc10
inclusionAI/Ling-lite-basemisc10
inclusionAI/Ling-Coder-litemisc12
inclusionAI/UI-Venus-Navi-72Bmisc10
inclusionAI/GUI-G2-7Bmisc10
inclusionAI/AReaL-tau2-airline-sft-30Bmisc10
inclusionAI/VISTA-4Bmisc11
inclusionAI/Ring-flash-2.0misc10
inclusionAI/ZwZ-2Bmisc10
inclusionAI/MingTok-Audiomisc10
inclusionAI/ZwZ-4Bmisc10
inclusionAI/Ling-mini-base-2.0-5Tmisc10
inclusionAI/Ming-Lite-Omnimisc15
inclusionAI/Ling-lite-1.5-2507misc10
inclusionAI/Ling-plus-basemisc10
inclusionAI/Ling-lite-1.5-2506misc10
inclusionAI/UI-Venus-Navi-7Bmisc10
inclusionAI/Ming-UniAudio-16B-A3Bmisc10
inclusionAI/AReaL-boba-2-8Bmisc12
inclusionAI/UI-Venus-Ground-72Bmisc10
inclusionAI/Ling-mini-base-2.0-15Tmisc10
inclusionAI/LLaDA-MoE-7B-A1B-Instruct-TDmisc10
inclusionAI/Ling-mini-base-2.0-10Tmisc10
inclusionAI/Ming-UniVision-16B-A3Bmisc10
inclusionAI/LLaDA2.0-mini-CAPmisc10
inclusionAI/AReaL-boba-2-14Bmisc12
inclusionAI/AReaL-boba-2-14B-Openmisc12
inclusionAI/GroveMoE-Instmisc15
inclusionAI/MingTok-Visionmisc10
inclusionAI/Ming-omni-tts-tokenizer-12Hzmisc10
inclusionAI/AReaL-boba-2-8B-Openmisc12
inclusionAI/Ming-UniAudio-16B-A3B-Editmisc10
inclusionAI/LLaDA2.0-flash-previewmisc111
inclusionAI/Rubicon-Previewmisc15
inclusionAI/LLaDA2.0-flash-CAPmisc10
inclusionAI/AReaL-1.5B-Preview-Stage-2misc12
inclusionAI/GUI-G2-3Bmisc10
inclusionAI/AReaL-1.5B-Preview-Stage-3misc12
inclusionAI/AudioMCQ-Mixed-To-Strongmisc10
inclusionAI/ASearcher-Web-QwQ-V2misc10
inclusionAI/AReaL-boba-2-32Bmisc12
inclusionAI/GroveMoE-Basemisc10
inclusionAI/AudioMCQ-Weak-To-Strongmisc10
inclusionAI/AReaL-boba-SFT-32Bmisc13
inclusionAI/AReaL-boba-RL-7Bmisc13
inclusionAI/M2-Reasoningmisc11
inclusionAI/ARGenSeg-8Bmisc10
inclusionAI/AReaL-1.5B-Preview-Stage-1misc12
inclusionAI/Ming-Lite-Unimisc11
inclusionAI/Ming-VideoMARmisc10
inclusionAI/TC-AEmisc10
inclusionAI/SingGuard-2bmisc00
inclusionAI/Ming-flash-omni-Previewmisc00
inclusionAI/SingGuard-8bmisc00
inclusionAI/SingGuard-4bmisc00
inclusionAI/Ming-Lite-Omni-1.5misc00
inclusionAI/ZwZ-8Bmisc00
inclusionAI/V2P-7Bmisc00
inclusionAI/ZwZ-7Bmisc00
inclusionAI/Ring-litemisc00
inclusionAI/TwinFlowmisc00
inclusionAI/ViLaSRmisc00
inclusionAI/TwinFlow-Z-Image-Turbomisc00
inclusionAI/Ring-lite-distill-previewmisc00
inclusionAI/Ring-lite-2507misc00
inclusionAI/Qwen3-32B-AWorldqwen00
inclusionAI/AReaL-SEA-235B-A22Bmisc00
inclusionAI/ASearcher-Web-QwQmisc00
inclusionAI/ASearcher-Local-7Bmisc00
inclusionAI/Ring-lite-2506misc00
inclusionAI/Ring-lite-linear-previewmisc00
inclusionAI/ASearcher-Local-14Bmisc00
inclusionAI/ASearcher-Web-7Bmisc00
inclusionAI/Ring-flash-linear-2.0misc00
inclusionAI/ASearcher-Web-14Bmisc00
inclusionAI/Ring-flash-linear-2.0-128kmisc00
inclusionAI/Ring-mini-sparse-2.0-expmisc00

Top variants (150)

variantkindquantvRAMdlroot
LLaDA2.0-minioriginalbf16147,724inclusionAI/LLaDA2.0-mini
LLaDA2.1-flashoriginalbf1674,206inclusionAI/LLaDA2.1-flash
LLaDA2.1-minioriginalbf1672,170inclusionAI/LLaDA2.1-mini
Ling-lite-1.5originalbf1635,316inclusionAI/Ling-lite-1.5
Ring-2.5-1Toriginalbf1626,206inclusionAI/Ring-2.5-1T
Ling-mini-2.0originalbf1626,111inclusionAI/Ling-mini-base-2.0
LLaDA-MoE-7B-A1B-Instructoriginalbf1612,944inclusionAI/LLaDA-MoE-7B-A1B-Instruct
Ling-2.6-flash-int4int4int411,147inclusionAI/Ling-2.6-flash
UI-Venus-1.5-8Boriginalbf169,588inclusionAI/UI-Venus-1.5-8B
Ling-2.6-flashoriginalbf167,599inclusionAI/Ling-2.6-flash
LLaDA2.0-Unioriginalbf167,199inclusionAI/LLaDA2.0-mini
Ming-omni-tts-0.5Boriginalbf166,411inclusionAI/Ming-omni-tts-0.5B
LLaDA2.0-Uni-FP8fp8fp84,613inclusionAI/LLaDA2.0-Uni
Ming-flash-omni-2.0originalbf162,654inclusionAI/Ming-flash-omni-2.0
Ling-2.6-flash-fp8fp8fp82,654inclusionAI/Ling-2.6-flash
Ling-flash-2.0originalbf162,209inclusionAI/Ling-flash-base-2.0
Ling-1Toriginalbf161,926inclusionAI/Ling-1T
AReaL-tau2-telecom-sft-30Boriginalbf161,556inclusionAI/AReaL-tau2-telecom-sft-30B
AReaL-tau2-retail-sft-30Boriginalbf161,514inclusionAI/AReaL-tau2-retail-sft-30B
Ming-omni-tts-16.8B-A3Boriginalbf161,468inclusionAI/Ming-omni-tts-16.8B-A3B
Ling-mini-2.0-GGUFggufgguf1,398inclusionAI/Ling-mini-2.0
Ling-2.6-1Toriginalbf161,356inclusionAI/Ling-2.6-1T
LLaDA-MoE-7B-A1B-Baseoriginalbf161,267inclusionAI/LLaDA-MoE-7B-A1B-Base
AReaL-tau2-telecom-user-sft-30Boriginalbf161,213inclusionAI/AReaL-tau2-telecom-user-sft-30B
UI-Venus-1.5-30B-A3Boriginalbf161,122inclusionAI/UI-Venus-1.5-30B-A3B
Ling-liteoriginalbf161,085inclusionAI/Ling-lite
SingGuard-0.8boriginalbf161,058Qwen/Qwen3-VL-8B-Instruct
LLaDA2.0-flashoriginalbf16954inclusionAI/LLaDA2.0-flash
UI-Venus-1.5-2Boriginalbf16889inclusionAI/UI-Venus-1.5-2B
SingGuard-2boriginalbf16849Qwen/Qwen3-VL-2B-Instruct
Ming-flash-omni-Previeworiginalbf16798inclusionAI/Ling-flash-2.0
VISTA-9Boriginalbf16767inclusionAI/VISTA-9B
Ring-mini-linear-2.0originalbf16678inclusionAI/Ling-mini-base-2.0-20T
LLaDA2.0-mini-previeworiginalbf16654inclusionAI/LLaDA2.0-mini-preview
SingGuard-8boriginalbf16652Qwen/Qwen3-VL-8B-Instruct
Ling-2.5-1Toriginalbf16611inclusionAI/Ling-2.5-1T
SingGuard-8b-GGUFggufgguf533Qwen/Qwen3-VL-8B-Instruct
SingGuard-4b-GGUFggufgguf492Qwen/Qwen3-VL-4B-Instruct
Ring-mini-2.0originalbf16484inclusionAI/Ling-mini-base-2.0-20T
SingGuard-NSFA-2B-GGUFggufgguf461inclusionAI/SingGuard-NSFA-2B
Ring-2.6-1Toriginalbf16377inclusionAI/Ring-2.6-1T
Ling-mini-base-2.0originalbf16359inclusionAI/Ling-mini-base-2.0
SingGuard-NSFA-0.8B-GGUFggufgguf340inclusionAI/SingGuard-NSFA-0.8B
LLaDA2.2-flashoriginalbf16328inclusionAI/LLaDA2.2-flash
SingGuard-2b-GGUFggufgguf316Qwen/Qwen3-VL-2B-Instruct
Ling-plusoriginalbf16314inclusionAI/Ling-plus
Ring-1T-FP8fp8fp8293inclusionAI/Ring-1T
SingGuard-NSFA-9B-GGUFggufgguf289inclusionAI/SingGuard-NSFA-9B
SingGuard-4boriginalbf16283Qwen/Qwen3-VL-4B-Instruct
SingGuard-NSFA-0.8Boriginalbf16282inclusionAI/SingGuard-NSFA-0.8B
Ling-2.6-flash-basefp8fp8272inclusionAI/Ling-2.6-flash
SingGuard-NSFA-4B-GGUFggufgguf265inclusionAI/SingGuard-NSFA-4B
SingGuard-0.8b-GGUFggufgguf249inclusionAI/SingGuard-0.8b
Ring-1Toriginalbf16239inclusionAI/Ring-1T
Ming-Lite-Omni-1.5originalbf16237inclusionAI/Ming-Lite-Omni
ZwZ-8Boriginalbf16227Qwen/Qwen3-VL-8B-Instruct
ZwZ-2B-GGUFggufgguf212inclusionAI/ZwZ-2B
ZwZ-4B-GGUFggufgguf211inclusionAI/ZwZ-4B
V2P-7Boriginalbf16209Qwen/Qwen2.5-VL-7B-Instruct
UI-Venus-Ground-7Boriginalbf16203inclusionAI/UI-Venus-Ground-7B
Ring-mini-2.0-GGUFggufgguf201inclusionAI/Ring-mini-2.0
Ling-lite-baseoriginalbf16185inclusionAI/Ling-lite-base
SingGuard-NSFA-9Boriginalbf16181inclusionAI/SingGuard-NSFA-9B
DR-Venus-4B-RL-GGUFggufgguf177inclusionAI/DR-Venus-4B-RL
Ling-Coder-liteoriginalbf16164inclusionAI/Ling-Coder-lite-base
UI-Venus-Navi-72Boriginalbf16153inclusionAI/UI-Venus-Navi-72B
SingGuard-NSFA-2Boriginalbf16144inclusionAI/SingGuard-NSFA-2B
Ling-flash-2.0-GGUFggufgguf142inclusionAI/Ling-flash-2.0
GUI-G2-7Boriginalbf16140inclusionAI/GUI-G2-7B
Ling-2.6-1T-basefp8fp8132inclusionAI/Ling-2.6-1T
AReaL-tau2-airline-sft-30Boriginalbf16113inclusionAI/AReaL-tau2-airline-sft-30B
VISTA-4Boriginalbf16113inclusionAI/VISTA-4B
SingGuard-NSFA-4Boriginalbf16110inclusionAI/SingGuard-NSFA-4B
Ling-mini-base-2.0-20Toriginalbf16105inclusionAI/Ling-mini-base-2.0-20T
Ring-flash-2.0originalbf16104inclusionAI/Ling-flash-base-2.0
ZwZ-2Boriginalbf16104Qwen/Qwen3-VL-2B-Instruct
MingTok-Audiooriginalbf16101inclusionAI/MingTok-Audio
ZwZ-4Boriginalbf1696Qwen/Qwen3-VL-4B-Instruct
Ling-mini-base-2.0-5Toriginalbf1693inclusionAI/Ling-mini-base-2.0-5T
Ming-Lite-Omnioriginalbf1682inclusionAI/Ling-lite
Ling-lite-1.5-2507originalbf1682inclusionAI/Ling-lite-1.5-2507
Ring-flash-2.0-GGUFggufgguf78inclusionAI/Ring-flash-2.0
Ling-plus-baseoriginalbf1672inclusionAI/Ling-plus-base
Ling-lite-1.5-2506originalbf1671inclusionAI/Ling-lite-1.5-2506
DR-Venus-4B-RLoriginalbf1669inclusionAI/DR-Venus-4B-RL
DR-Venus-4B-SFT-GGUFggufgguf69inclusionAI/DR-Venus-4B-SFT
UI-Venus-Navi-7Boriginalbf1666inclusionAI/UI-Venus-Navi-7B
Ming-UniAudio-16B-A3Boriginalbf1665inclusionAI/Ming-UniAudio-16B-A3B
ZwZ-7Boriginalbf1664Qwen/Qwen2.5-VL-7B-Instruct
Ling-flash-base-2.0originalbf1655inclusionAI/Ling-flash-base-2.0
Ling-lite-base-1.5originalbf1654inclusionAI/Ling-lite-base-1.5
Ling-Coder-lite-baseoriginalbf1652inclusionAI/Ling-Coder-lite-base
AReaL-boba-2-8Boriginalbf1652inclusionAI/AReaL-boba-2-8B
UI-Venus-Ground-72Boriginalbf1652inclusionAI/UI-Venus-Ground-72B
Ling-mini-base-2.0-15Toriginalbf1652inclusionAI/Ling-mini-base-2.0-15T
Ming-lite-omni-1.5-FP8fp8fp850—
Ling-1T-FP8fp8fp850inclusionAI/Ling-1T
LLaDA-MoE-7B-A1B-Instruct-TDoriginalbf1650inclusionAI/LLaDA-MoE-7B-A1B-Instruct-TD
Ring-liteoriginalbf1649inclusionAI/Ling-lite-base-1.5
Ling-mini-base-2.0-10Toriginalbf1649inclusionAI/Ling-mini-base-2.0-10T
TwinFloworiginalbf1643Qwen/Qwen-Image
ViLaSRoriginalbf1642Qwen/Qwen2.5-VL-7B-Instruct
Ling-Coder-lite-GPTQ-Int8gptqgptq37inclusionAI/Ling-Coder-lite
TwinFlow-Z-Image-Turbooriginalbf1636Tongyi-MAI/Z-Image-Turbo
Ming-UniVision-16B-A3Boriginalbf1634inclusionAI/Ming-UniVision-16B-A3B
Ring-lite-distill-previeworiginalbf1633inclusionAI/Ling-lite
LLaDA2.0-mini-CAPoriginalbf1633inclusionAI/LLaDA2.0-mini-CAP
Ring-lite-2507originalbf1632inclusionAI/Ling-lite-base-1.5
Qwen3-32B-AWorldoriginalbf1632Qwen/Qwen3-32B
AReaL-boba-2-14Boriginalbf1631inclusionAI/AReaL-boba-2-14B
AReaL-SEA-235B-A22Boriginalbf1631Qwen/Qwen3-235B-A22B-Thinking-2507
AReaL-boba-2-14B-Openoriginalbf1629inclusionAI/AReaL-boba-2-14B-Open
ASearcher-Web-QwQoriginalbf1629Qwen/QwQ-32B
GroveMoE-Instoriginalbf1629inclusionAI/GroveMoE-Inst
MingTok-Visionoriginalbf1628inclusionAI/MingTok-Vision
DR-Venus-4B-SFToriginalbf1628inclusionAI/DR-Venus-4B-SFT
Ming-omni-tts-tokenizer-12Hzoriginalbf1627inclusionAI/Ming-omni-tts-tokenizer-12Hz
ASearcher-Local-7Boriginalbf1626Qwen/Qwen2.5-7B
Ring-lite-2506originalbf1626inclusionAI/Ling-lite-base-1.5
AReaL-boba-2-8B-Openoriginalbf1625inclusionAI/AReaL-boba-2-8B-Open
Ring-lite-linear-previeworiginalbf1624inclusionAI/Ling-lite
ASearcher-Local-14Boriginalbf1624Qwen/Qwen2.5-14B
ASearcher-Web-7Boriginalbf1624Qwen/Qwen2.5-7B
Ring-flash-linear-2.0originalbf1624inclusionAI/Ling-flash-base-2.0
Ming-UniAudio-16B-A3B-Editoriginalbf1623inclusionAI/Ming-UniAudio-16B-A3B-Edit
LLaDA2.0-flash-previeworiginalbf1623inclusionAI/LLaDA2.0-flash-preview
ASearcher-Web-14Boriginalbf1622Qwen/Qwen2.5-14B
Rubicon-Previeworiginalbf1622inclusionAI/Rubicon-Preview
LLaDA2.0-flash-CAPoriginalbf1622inclusionAI/LLaDA2.0-flash-CAP
AReaL-1.5B-Preview-Stage-2originalbf1621inclusionAI/AReaL-1.5B-Preview-Stage-2
GUI-G2-3Boriginalbf1621inclusionAI/GUI-G2-3B
AReaL-1.5B-Preview-Stage-3originalbf1620inclusionAI/AReaL-1.5B-Preview-Stage-3
AudioMCQ-Mixed-To-Strongoriginalbf1618inclusionAI/AudioMCQ-Mixed-To-Strong
ASearcher-Web-QwQ-V2originalbf1617inclusionAI/ASearcher-Web-QwQ-V2
AReaL-tau2-merge-sft-235Bmergemerge17—
AReaL-boba-2-32Boriginalbf1616inclusionAI/AReaL-boba-2-32B
GroveMoE-Baseoriginalbf1616inclusionAI/GroveMoE-Base
AudioMCQ-Weak-To-Strongoriginalbf1616inclusionAI/AudioMCQ-Weak-To-Strong
AReaL-boba-SFT-32Boriginalbf1614inclusionAI/AReaL-boba-SFT-32B
AReaL-boba-RL-7Boriginalbf1614inclusionAI/AReaL-boba-RL-7B
Ring-flash-linear-2.0-128koriginalbf1614inclusionAI/Ling-flash-base-2.0
M2-Reasoningoriginalbf1613inclusionAI/M2-Reasoning
ARGenSeg-8Boriginalbf1613inclusionAI/ARGenSeg-8B
Ring-mini-linear-2.0-GPTQ-int4gptqgptq12inclusionAI/Ring-mini-linear-2.0
Ring-flash-linear-2.0-GPTQ-int4gptqgptq12inclusionAI/Ring-mini-linear-2.0
Ring-mini-sparse-2.0-exporiginalbf1612inclusionAI/Ling-mini-base-2.0-20T
AReaL-1.5B-Preview-Stage-1originalbf160inclusionAI/AReaL-1.5B-Preview-Stage-1
Ming-Lite-Unioriginalbf160inclusionAI/Ming-Lite-Uni
Ming-VideoMARoriginalbf160inclusionAI/Ming-VideoMAR
TC-AEoriginalbf160inclusionAI/TC-AE
Hugging Face model & benchmark data scraped & matrix-ified. 24,078 variants · 14,984 scores · 120 benchmarks.