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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, 18:16 UTC

Discovery state summary

Awaiting ingestion
1
Seen in a discovery source but not yet admitted to the catalogue.
View this state
Automatic retry
183
Unresolved source inputs stay queued for automatic rechecks, with the reason preserved.
View this state
Excluded from ranking
36
Known packaging, companion or other nonrankable artifacts, with an explicit reason.
View 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.
View this state
Catalogued & positioned
135
Catalogue identity with a verified current public position.
View this state

Candidate feed

New and rising attention first · 598 matching · page 12 of 13

Icecoffee3212/DeepSeek-V4-Flash

Icecoffee3212

First observed 5 Nov 2026 · last observed 5 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

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.

K-Ai-Official/K-Oss-8-Mini-Instruct-8B

K-Ai-Official

First observed 5 Nov 2026 · last observed 5 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

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.

oxpuppy635/Goetia-26B-A4B-v1.3-Absolute-Heretic-ARA-Restored

oxpuppy635

First observed 5 Nov 2026 · last observed 5 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

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.

qwqqq6/Pelican-1

qwqqq6

First observed 5 Nov 2026 · last observed 5 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

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.

sam33339999/Thinklite-27B-EXL3-3.5bpw-vision-bf16

sam33339999

First observed 5 Nov 2026 · last observed 5 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

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.

yujie11112222/tc-4b

yujie11112222

First observed 5 Nov 2026 · last observed 5 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

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.

yujie111222/tc-4b

yujie111222

First observed 5 Nov 2026 · last observed 5 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

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.

athenista/slm-tavenel-124m

athenista

First observed 5 Nov 2026 · last observed 5 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

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.

auryn-macmillan/Ripple-65B-Preview-DFlash2-4.0bpw

auryn-macmillan

First observed 5 Nov 2026 · last observed 5 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

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.

auryn-macmillan/Ripple-65B-Preview-EXL3-4.0bpw

auryn-macmillan

First observed 5 Nov 2026 · last observed 5 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

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.

bambocher/Qwen3.5-4B-heretic

bambocher

First observed 5 Nov 2026 · last observed 5 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

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.

bambocher/Qwen3.5-4B-heretic-LoRA

bambocher

First observed 5 Nov 2026 · last observed 5 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

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.

batuhan-elibuyuk/logicer-archfull-spec-all_v18rl3-14b-lora

batuhan-elibuyuk

First observed 5 Nov 2026 · last observed 5 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

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.

EugeneEXE/Qwen3-4B

EugeneEXE

First observed 5 Nov 2026 · last observed 5 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

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.

iAcloud/Qwen3-4B-Batch8-RBLN-0.11.0.post1

iAcloud

First observed 5 Nov 2026 · last observed 5 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

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.

iAcloud/Qwen3-4B-RBLN-0.11.0.post1

iAcloud

First observed 5 Nov 2026 · last observed 5 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

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.

richardyoung/Qwen2.5-32B-Instruct-MPOA-heretic

richardyoung

First observed 5 Nov 2026 · last observed 5 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

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.

tenten48/antigravity-turkish-llm

tenten48

First observed 5 Nov 2026 · last observed 5 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

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.

antongoorin/outpost2-decomp-qwen-lora-A

antongoorin

First observed 5 Nov 2026 · last observed 5 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

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.

Blackfrost-AI/LFM3-1.7B-DERISKED

Blackfrost-AI

First observed 5 Nov 2026 · last observed 5 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

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.

ml-resources/ERNIE-5.5-Flash-Base

ml-resources

First observed 5 Nov 2026 · last observed 5 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

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.

Ray1239/clipwright-4b

Ray1239

First observed 5 Nov 2026 · last observed 5 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

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.

SZLHOLDINGS/szl1-experimental-estate-sft-v1

SZLHOLDINGS

First observed 5 Nov 2026 · last observed 5 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

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.

SZLHOLDINGS/khipu-r3-estate-sft-v1

SZLHOLDINGS

First observed 5 Nov 2026 · last observed 5 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

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.

SZLHOLDINGS/szl-receiptagent-qwen35-0.8b-v3-estate-sft-v1

SZLHOLDINGS

First observed 5 Nov 2026 · last observed 5 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

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.

BMEscanor/against-the-safety-tiny-aya-rag-control

BMEscanor

First observed 5 Nov 2026 · last observed 5 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

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.

BMEscanor/against-the-safety-tiny-aya-rag-main

BMEscanor

First observed 5 Nov 2026 · last observed 5 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

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.

chandanb14/stack_exc_multilabel_base_lm_head_qwen

chandanb14

First observed 5 Nov 2026 · last observed 5 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

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.

darkc0de/XORTRON-G4-26B-heretic2-PIQA

darkc0de

First observed 4 Nov 2026 · last observed 5 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

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.

SZLHOLDINGS/WILLAY-estate-sft-v1

SZLHOLDINGS

First observed 5 Nov 2026 · last observed 5 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

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.

aheshman/LFM3-Kali-1.7B

aheshman

First observed 5 Nov 2026 · last observed 5 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

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.

CopyleftCultivars/qwen3-distill-v2-rationale-0.6b

CopyleftCultivars

First observed 5 Nov 2026 · last observed 5 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

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.

CopyleftCultivars/qwen3-distill-v2-rationale-1.7b

CopyleftCultivars

First observed 5 Nov 2026 · last observed 5 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

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.

diablomike20/chatgpt-gpt-codex-V2

diablomike20

First observed 5 Nov 2026 · last observed 5 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

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.

ericrisco/gemma-maia-12b

ericrisco

First observed 5 Nov 2026 · last observed 5 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

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.

weibin198072/LFM3-1.7B

weibin198072

First observed 5 Nov 2026 · last observed 5 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

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.

Blackfrost-Research/Kimi-K3.1-Pro-DERISKED

Blackfrost-Research

First observed 5 Nov 2026 · last observed 5 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

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.

impaulster/HW5A_Qwen_Base_LMHead

impaulster

First observed 5 Nov 2026 · last observed 5 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

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.

okamo10/qwen3b-ohnuma-lora-v1

okamo10

First observed 5 Nov 2026 · last observed 5 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

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.

ScarletKc/Typeling-25M

ScarletKc

First observed 5 Nov 2026 · last observed 5 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

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.

Sharky111111/Qwen2.5-Coder-7B-Instruct

Sharky111111

First observed 5 Nov 2026 · last observed 5 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

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.

SZLHOLDINGS/szl-receiptagent-qwen35-0.8b-sft-v3

SZLHOLDINGS

First observed 5 Nov 2026 · last observed 5 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

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.

WIlfLin/S1-mini-Chinese

WIlfLin

First observed 5 Nov 2026 · last observed 5 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

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.

CalmCampus/calmcampus-reframe-1.7b-4bit

CalmCampus

First observed 5 Nov 2026 · last observed 5 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

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.

GUI-Gym/MobileGym-4B

GUI-Gym

First observed 5 Nov 2026 · last observed 5 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

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.

seotarek/medorqis-llm

seotarek

First observed 5 Nov 2026 · last observed 5 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

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.

zils-ai/z3-mini-4090-iota

zils-ai

First observed 5 Nov 2026 · last observed 5 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

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.

bcckfdn/cevher2-test-21

bcckfdn

First observed 4 Nov 2026 · last observed 4 Nov 2026

Automatic retry

Not yet useful to the catalogue: no rank, evidence or serving route, and below the download bar; automatic checks will retry

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