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ModelCap

New & trending discoveries

Fast public signals can surface a model before its identity or capability evidence is ready. Every candidate stays in an explicit operational state; attention velocity never becomes a ModelCap rank. Known packaging and companion artifacts stay visible as explained exclusions. Unresolved identities remain queued for automatic retries; source failures and missing evidence are not treated as completed work.

Updated 7 Nov 2026, 17:13 UTC

Discovery state summary

Awaiting ingestion
1
Seen in a discovery source but not yet admitted to the catalogue.
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Automatic retry
183
Unresolved source inputs stay queued for automatic rechecks, with the reason preserved.
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Excluded from ranking
36
Known packaging, companion or other nonrankable artifacts, with an explicit reason.
Showing this state
No Index position
143
Catalogued identity without a separate public ModelCap Index position.
View this state
Archived rank
100
Exact catalogue identity with an all-versions rank, but no current-board position.
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Catalogued & positioned
135
Catalogue identity with a verified current public position.
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Candidate feed

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New and rising attention first · 36 matching · page 1 of 1

huihui-ai/Huihui-Qwen3.8-27B-abliterated-GGUF

huihui-ai

First observed 25 Oct 2026 · last observed 7 Nov 2026

Excluded from ranking

Quantized packaging is not a separate model peer

Rising · 2 positions· source position #45

Source attention velocity only. It is not a quality, safety or capability result.

Provenance

No model page is linked until the catalogue identity is exact.

ISTA-DASLab/Qwen3.8-27B-GSQ-RCO-GGUF

ISTA-DASLab

First observed 6 Nov 2026 · last observed 7 Nov 2026

Excluded from ranking

Quantized packaging is not a separate model peer

Rising · 2 positions· source position #57

Source attention velocity only. It is not a quality, safety or capability result.

No model page is linked until the catalogue identity is exact.

unsloth/Qwen3.8-Flash-Next-GGUF

unsloth

First observed 4 Nov 2026 · last observed 7 Nov 2026

Excluded from ranking

Quantized packaging is not a separate model peer

Rising · 2 positions· source position #20

Source attention velocity only. It is not a quality, safety or capability result.

No model page is linked until the catalogue identity is exact.

ccore/Qwen3.5-4B-GLB-3D-Coder

Ccore

First observed 3 Nov 2026 · last observed 7 Nov 2026

Excluded from ranking

Quantized packaging is not a separate model peer

Rising · 2 positions· source position #16

Source attention velocity only. It is not a quality, safety or capability result.

No model page is linked until the catalogue identity is exact.

DavidAU/Qwen3.5-9B-The-Defiant-Fable-Uncensored-Heretic-NEO-IMATRIX-MAX-MTP-GGUF

DavidAU

First observed 2 Nov 2026 · last observed 7 Nov 2026

Excluded from ranking

Quantized packaging is not a separate model peer

Rising · 1 position· source position #42

Source attention velocity only. It is not a quality, safety or capability result.

Provenance

No model page is linked until the catalogue identity is exact.

RikiyaT/Qwen3.5-0.8B-weight-space-programming

RikiyaT

First observed 4 Nov 2026 · last observed 7 Nov 2026

Excluded from ranking

Source metadata identifies a derivative of another model

Rising · 1 position· source position #44

Source attention velocity only. It is not a quality, safety or capability result.

Provenance

No model page is linked until the catalogue identity is exact.

AtomicChat/DeepSeek-V4.1-Flash-1017-Uncensored-GSQ-RCO-GGUF

AtomicChat

First observed 31 Oct 2026 · last observed 7 Nov 2026

Excluded from ranking

Quantized packaging is not a separate model peer

Steady· source position #13

Source attention velocity only. It is not a quality, safety or capability result.

Provenance

No model page is linked until the catalogue identity is exact.

AtomicChat/LFM3-1.7B-Uncensored-GGUF

AtomicChat

First observed 28 Oct 2026 · last observed 7 Nov 2026

Excluded from ranking

Quantized packaging is not a separate model peer

Steady· source position #51

Source attention velocity only. It is not a quality, safety or capability result.

No model page is linked until the catalogue identity is exact.

DavidAU/Qwen3.8-27B-TURBO-Fable-Cold-Fusion-735-882-Heretic-Uncensored-NEO-CODER-MAX-MTP-GGUF

DavidAU

First observed 2 Sept 2026 · last observed 7 Nov 2026

Excluded from ranking

Quantized packaging is not a separate model peer

Steady· source position #11

Source attention velocity only. It is not a quality, safety or capability result.

Provenance

No model page is linked until the catalogue identity is exact.

HauhauCS/Qwen3.8-27B-Uncensored-HauhauCS-Aggressive-MTP-GGUF

HauhauCS

First observed 4 Nov 2026 · last observed 7 Nov 2026

Excluded from ranking

Quantized packaging is not a separate model peer

Steady· source position #52

Source attention velocity only. It is not a quality, safety or capability result.

Provenance

No model page is linked until the catalogue identity is exact.

ISTA-DASLab/DeepSeek-V4.1-Flash-1017-GSQ-RCO-Coder-GGUF

ISTA-DASLab

First observed 3 Nov 2026 · last observed 7 Nov 2026

Excluded from ranking

Quantized packaging is not a separate model peer

Steady· source position #26

Source attention velocity only. It is not a quality, safety or capability result.

Provenance

No model page is linked until the catalogue identity is exact.

ISTA-DASLab/DeepSeek-V4.1-Flash-1017-GSQ-RCO-GGUF

ISTA-DASLab

First observed 24 Oct 2026 · last observed 7 Nov 2026

Excluded from ranking

Quantized packaging is not a separate model peer

Steady· source position #61

Source attention velocity only. It is not a quality, safety or capability result.

Provenance

No model page is linked until the catalogue identity is exact.

unsloth/DeepSeek-V4.1-Flash-1017-GGUF

unsloth

First observed 30 Oct 2026 · last observed 7 Nov 2026

Excluded from ranking

Quantized packaging is not a separate model peer

Steady· source position #60

Source attention velocity only. It is not a quality, safety or capability result.

No model page is linked until the catalogue identity is exact.

OBLITERATUS/DeepSeek-V4.1-Flash-1017-obliterated

OBLITERATUS

First observed 1 Nov 2026 · last observed 7 Nov 2026

Excluded from ranking

Source metadata identifies a derivative of another model

Steady· source position #14

Source attention velocity only. It is not a quality, safety or capability result.

Provenance

No model page is linked until the catalogue identity is exact.

webAI-Official/TwIL-8B

WebAI Official

First observed 5 Nov 2026 · last observed 7 Nov 2026

Excluded from ranking

Quantized packaging is not a separate model peer

Steady· source position #23

Source attention velocity only. It is not a quality, safety or capability result.

No model page is linked until the catalogue identity is exact.

xiaomi-research/Xiaomi-OCR-0

Xiaomi Research

First observed 31 Oct 2026 · last observed 7 Nov 2026

Excluded from ranking

Source metadata identifies a derivative of another model

Steady· source position #36

Source attention velocity only. It is not a quality, safety or capability result.

No model page is linked until the catalogue identity is exact.

xtools-at/DeepSeek-V4-Pro-Qwen3.5-9B-UNCENSORED-heretic

Xtools At

First observed 7 Nov 2026 · last observed 7 Nov 2026

Excluded from ranking

Source metadata identifies a derivative of another model

Steady· source position #9

Source attention velocity only. It is not a quality, safety or capability result.

Provenance

No model page is linked until the catalogue identity is exact.

autotrust/Qwen3.8-Flash-Next-E384-FP4-V2

Autotrust

First observed 6 Nov 2026 · last observed 7 Nov 2026

Excluded from ranking

Quantized packaging is not a separate model peer

Cooling · 3 positions· source position #49

Source attention velocity only. It is not a quality, safety or capability result.

No model page is linked until the catalogue identity is exact.

LiquidAI/LFM3-1.7B-GGUF

LiquidAI

First observed 7 Nov 2026 · last observed 7 Nov 2026

Excluded from ranking

Quantized packaging is not a separate model peer

Cooling · 1 position· source position #63

Source attention velocity only. It is not a quality, safety or capability result.

No model page is linked until the catalogue identity is exact.

nvidia/DeepSeek-V4.1-Flash-1017-NVFP4

nvidia

First observed 30 Oct 2026 · last observed 7 Nov 2026

Excluded from ranking

Quantized packaging is not a separate model peer

Cooling · 1 position· source position #56

Source attention velocity only. It is not a quality, safety or capability result.

No model page is linked until the catalogue identity is exact.

SC117/Qwen3.8-Flash-Next-GSQ-RCO-abliterated-GGUF

SC117

First observed 23 Oct 2026 · last observed 7 Nov 2026

Excluded from ranking

Quantized packaging is not a separate model peer

Cooling · 1 position· source position #35

Source attention velocity only. It is not a quality, safety or capability result.

Provenance

No model page is linked until the catalogue identity is exact.

nvidia/NVIDIA-Nemotron-Labs-Dory1.0-4B-BF16

NVIDIA

First observed 17 Oct 2026 · last observed 7 Nov 2026

Excluded from ranking

Source metadata identifies a derivative of another model

Cooling · 1 position· source position #107

Source attention velocity only. It is not a quality, safety or capability result.

No model page is linked until the catalogue identity is exact.

meta-llama/Llama-4-Maverick-17B-128E-Instruct-FP8

Meta

First observed 6 Aug 2026 · last observed 7 Nov 2026

Excluded from ranking

Quantized packaging is not a separate model peer

Trend pending

Source attention velocity only. It is not a quality, safety or capability result.

Provenance

No model page is linked until the catalogue identity is exact.

NousResearch/Hermes-3-Llama-3.1-70B

NousResearch

First observed 6 Aug 2026 · last observed 7 Nov 2026

Excluded from ranking

Source metadata identifies a derivative of another model

Trend pending

Source attention velocity only. It is not a quality, safety or capability result.

Provenance

No model page is linked until the catalogue identity is exact.

nvidia/NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-NVFP4

NVIDIA

First observed 15 Oct 2026 · last observed 7 Nov 2026

Excluded from ranking

Quantized packaging is not a separate model peer

Trend pending

Source attention velocity only. It is not a quality, safety or capability result.

Provenance

No model page is linked until the catalogue identity is exact.

PrismML: Ternary Bonsai 2 27B

Prism Ml

First observed 18 Sept 2026 · last observed 7 Nov 2026

Excluded from ranking

Quantized packaging is not a separate model peer

Trend pending

Source attention velocity only. It is not a quality, safety or capability result.

Provenance

No model page is linked until the catalogue identity is exact.

PrismML: Ternary Bonsai 2 9B

Prism Ml

First observed 16 Oct 2026 · last observed 7 Nov 2026

Excluded from ranking

Quantized packaging is not a separate model peer

Trend pending

Source attention velocity only. It is not a quality, safety or capability result.

Provenance

No model page is linked until the catalogue identity is exact.

Qwen/Qwen3.8-Flash-Next-FP8

Qwen

First observed 19 Sept 2026 · last observed 7 Nov 2026

Excluded from ranking

Quantized packaging is not a separate model peer

Trend pending

Source attention velocity only. It is not a quality, safety or capability result.

No model page is linked until the catalogue identity is exact.

zai-org/GLM-4.5V-FP8

Zai Org

First observed 6 Aug 2026 · last observed 7 Nov 2026

Excluded from ranking

Quantized packaging is not a separate model peer

Trend pending

Source attention velocity only. It is not a quality, safety or capability result.

No model page is linked until the catalogue identity is exact.

zai-org/GLM-4.6-FP8

Zai Org

First observed 12 Sept 2026 · last observed 7 Nov 2026

Excluded from ranking

Quantized packaging is not a separate model peer

Trend pending

Source attention velocity only. It is not a quality, safety or capability result.

No model page is linked until the catalogue identity is exact.

zai-org/GLM-4.6V-FP8

Zai Org

First observed 6 Aug 2026 · last observed 7 Nov 2026

Excluded from ranking

Quantized packaging is not a separate model peer

Trend pending

Source attention velocity only. It is not a quality, safety or capability result.

No model page is linked until the catalogue identity is exact.

zai-org/GLM-4.7-FP8

Zai Org

First observed 12 Sept 2026 · last observed 7 Nov 2026

Excluded from ranking

Quantized packaging is not a separate model peer

Trend pending

Source attention velocity only. It is not a quality, safety or capability result.

No model page is linked until the catalogue identity is exact.

zai-org/GLM-5.1-FP8

Zai Org

First observed 10 Sept 2026 · last observed 7 Nov 2026

Excluded from ranking

Quantized packaging is not a separate model peer

Trend pending

Source attention velocity only. It is not a quality, safety or capability result.

No model page is linked until the catalogue identity is exact.

zai-org/GLM-5.2-FP8

Zai Org

First observed 6 Aug 2026 · last observed 7 Nov 2026

Excluded from ranking

Quantized packaging is not a separate model peer

Trend pending

Source attention velocity only. It is not a quality, safety or capability result.

No model page is linked until the catalogue identity is exact.

zai-org/GLM-5.3-BF16

Zai Org

First observed 28 Aug 2026 · last observed 7 Nov 2026

Excluded from ranking

Source metadata identifies a derivative of another model

Trend pending

Source attention velocity only. It is not a quality, safety or capability result.

No model page is linked until the catalogue identity is exact.

zai-org/GLM-5.3-Flash-BF16

Zai Org

First observed 26 Aug 2026 · last observed 7 Nov 2026

Excluded from ranking

Source metadata identifies a derivative of another model

Trend pending

Source attention velocity only. It is not a quality, safety or capability result.

No model page is linked until the catalogue identity is exact.

Discovery source health