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.

Snapshot 8 Aug 2026, 02:30 UTC

Awaiting ingestion: 3; Seen in a discovery source but not yet admitted to the catalogue.; View this state
Identity review: 81; Possible cross-source identity held back until the match is exact.; Showing this state
Awaiting evidence: 166; Catalogued identity without sufficient admitted capability evidence.; View this state
Archived rank: 78; Exact catalogue identity with an all-versions rank, but no current-board position.; View this state
Catalogued & ranked: 95; Exact catalogue identity with an admitted public ModelCap rank.; View this state

Candidate feed

Clear state filter

New and rising attention first · 81 matching · page 2 of 2

yethdev/mistral-7b-manumit-v1-GGUF

yethdev

First observed 8 Aug 2026 · last observed 8 Aug 2026

Identity review

Trend pending

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

Provenance

Hugging Face new releases · source position #31 · 8 Aug 2026 (opens in a new tab)yethdev/mistral-7b-manumit-v1-GGUF

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

aisingapore/Gemma-SEA-LION-v4-27B-IT

Aisingapore

First observed 6 Aug 2026 · last observed 8 Aug 2026

Identity review

Trend pending

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

Provenance

Hugging Face Inference · 8 Aug 2026 (opens in a new tab)aisingapore/Gemma-SEA-LION-v4-27B-IT

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

aisingapore/Qwen-SEA-LION-v4-32B-IT

Aisingapore

First observed 6 Aug 2026 · last observed 8 Aug 2026

Identity review

Trend pending

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

Provenance

Hugging Face Inference · 8 Aug 2026 (opens in a new tab)aisingapore/Qwen-SEA-LION-v4-32B-IT

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

allenai/Olmo-3-7B-Instruct

Allen Institute

First observed 6 Aug 2026 · last observed 8 Aug 2026

Identity review

Trend pending

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

Provenance

Hugging Face Inference · 8 Aug 2026 (opens in a new tab)allenai/Olmo-3-7B-Instruct

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

baidu/ERNIE-4.5-VL-424B-A47B-Base-PT

Baidu

First observed 6 Aug 2026 · last observed 8 Aug 2026

Identity review

Trend pending

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

Provenance

Hugging Face Inference · 8 Aug 2026 (opens in a new tab)baidu/ERNIE-4.5-VL-424B-A47B-Base-PT

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

CohereLabs/aya-vision-32b

CohereLabs

First observed 6 Aug 2026 · last observed 8 Aug 2026

Identity review

Trend pending

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

Provenance

Hugging Face Inference · 8 Aug 2026 (opens in a new tab)CohereLabs/aya-vision-32b

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

CohereLabs/command-a-reasoning-08-2025

CohereLabs

First observed 6 Aug 2026 · last observed 8 Aug 2026

Identity review

Trend pending

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

Provenance

Hugging Face Inference · 8 Aug 2026 (opens in a new tab)CohereLabs/command-a-reasoning-08-2025

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

CohereLabs/command-a-translate-08-2025

CohereLabs

First observed 6 Aug 2026 · last observed 8 Aug 2026

Identity review

Trend pending

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

Provenance

Hugging Face Inference · 8 Aug 2026 (opens in a new tab)CohereLabs/command-a-translate-08-2025

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

CohereLabs/tiny-aya-earth

CohereLabs

First observed 6 Aug 2026 · last observed 8 Aug 2026

Identity review

Trend pending

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

Provenance

Hugging Face Inference · 8 Aug 2026 (opens in a new tab)CohereLabs/tiny-aya-earth

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

CohereLabs/tiny-aya-fire

CohereLabs

First observed 6 Aug 2026 · last observed 8 Aug 2026

Identity review

Trend pending

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

Provenance

Hugging Face Inference · 8 Aug 2026 (opens in a new tab)CohereLabs/tiny-aya-fire

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

CohereLabs/tiny-aya-global

CohereLabs

First observed 6 Aug 2026 · last observed 8 Aug 2026

Identity review

Trend pending

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

Provenance

Hugging Face Inference · 8 Aug 2026 (opens in a new tab)CohereLabs/tiny-aya-global

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

CohereLabs/tiny-aya-water

CohereLabs

First observed 6 Aug 2026 · last observed 8 Aug 2026

Identity review

Trend pending

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

Provenance

Hugging Face Inference · 8 Aug 2026 (opens in a new tab)CohereLabs/tiny-aya-water

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

deepcogito/cogito-671b-v2.1

Deep Cogito

First observed 6 Aug 2026 · last observed 8 Aug 2026

Identity review

Trend pending

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

Provenance

Hugging Face Inference · 8 Aug 2026 (opens in a new tab)deepcogito/cogito-671b-v2.1

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

deepcogito/cogito-671b-v2.1-FP8

Deep Cogito

First observed 6 Aug 2026 · last observed 8 Aug 2026

Identity review

Trend pending

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

Provenance

Hugging Face Inference · 8 Aug 2026 (opens in a new tab)deepcogito/cogito-671b-v2.1-FP8

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

deepseek-ai/DeepSeek-R1-Distill-Llama-8B

Deepseek Ai

First observed 6 Aug 2026 · last observed 8 Aug 2026

Identity review

Trend pending

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

Provenance

Hugging Face Inference · 8 Aug 2026 (opens in a new tab)deepseek-ai/DeepSeek-R1-Distill-Llama-8B

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

deepseek-ai/DeepSeek-R1-Distill-Qwen-14B

Deepseek Ai

First observed 6 Aug 2026 · last observed 8 Aug 2026

Identity review

Trend pending

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

Provenance

Hugging Face Inference · 8 Aug 2026 (opens in a new tab)deepseek-ai/DeepSeek-R1-Distill-Qwen-14B

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

deepseek-ai/DeepSeek-R1-Distill-Qwen-7B

Deepseek Ai

First observed 6 Aug 2026 · last observed 8 Aug 2026

Identity review

Trend pending

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

Provenance

Hugging Face Inference · 8 Aug 2026 (opens in a new tab)deepseek-ai/DeepSeek-R1-Distill-Qwen-7B

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

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

Provenance

Hugging Face Inference · 8 Aug 2026 (opens in a new tab)meta-llama/Llama-4-Maverick-17B-128E-Instruct-FP8

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 8 Aug 2026

Identity review

Trend pending

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

Provenance

Hugging Face Inference · 8 Aug 2026 (opens in a new tab)NousResearch/Hermes-3-Llama-3.1-70B

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

pearl-ai/Gemma-4-31B-it-pearl

Pearl Ai

First observed 6 Aug 2026 · last observed 8 Aug 2026

Identity review

Trend pending

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

Provenance

Hugging Face Inference · 8 Aug 2026 (opens in a new tab)pearl-ai/Gemma-4-31B-it-pearl

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

prism-ml/Ternary-Bonsai-27B-AWQ-4bit

Prism Ml

First observed 6 Aug 2026 · last observed 8 Aug 2026

Identity review

Trend pending

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

Provenance

Hugging Face Inference · 8 Aug 2026 (opens in a new tab)prism-ml/Ternary-Bonsai-27B-AWQ-4bit

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

Qwen/Qwen2.5-Coder-3B-Instruct

Qwen

First observed 6 Aug 2026 · last observed 8 Aug 2026

Identity review

Trend pending

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

Provenance

Hugging Face Inference · 8 Aug 2026 (opens in a new tab)Qwen/Qwen2.5-Coder-3B-Instruct

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

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

Qwen

First observed 6 Aug 2026 · last observed 8 Aug 2026

Identity review

Trend pending

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

Provenance

Hugging Face Inference · 8 Aug 2026 (opens in a new tab)Qwen/Qwen2.5-Coder-7B-Instruct

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

speakleash/Bielik-11B-v3.0-Instruct

Speakleash

First observed 6 Aug 2026 · last observed 8 Aug 2026

Identity review

Trend pending

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

Provenance

Hugging Face Inference · 8 Aug 2026 (opens in a new tab)speakleash/Bielik-11B-v3.0-Instruct

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

swiss-ai/Apertus-70B-Instruct-2509

Swiss Ai

First observed 6 Aug 2026 · last observed 8 Aug 2026

Identity review

Trend pending

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

Provenance

Hugging Face Inference · 8 Aug 2026 (opens in a new tab)swiss-ai/Apertus-70B-Instruct-2509

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

swiss-ai/Apertus-8B-Instruct-2509

Swiss Ai

First observed 6 Aug 2026 · last observed 8 Aug 2026

Identity review

Trend pending

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

Provenance

Hugging Face Inference · 8 Aug 2026 (opens in a new tab)swiss-ai/Apertus-8B-Instruct-2509

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

swiss-ai/Apertus-v1.5-70B

Swiss Ai

First observed 6 Aug 2026 · last observed 8 Aug 2026

Identity review

Trend pending

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

Provenance

Hugging Face Inference · 8 Aug 2026 (opens in a new tab)swiss-ai/Apertus-v1.5-70B

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

swiss-ai/Apertus-v1.5-8B

Swiss Ai

First observed 6 Aug 2026 · last observed 8 Aug 2026

Identity review

Trend pending

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

Provenance

Hugging Face Inference · 8 Aug 2026 (opens in a new tab)swiss-ai/Apertus-v1.5-8B

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

utter-project/EuroLLM-22B-Instruct-2512

Utter Project

First observed 6 Aug 2026 · last observed 8 Aug 2026

Identity review

Trend pending

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

Provenance

Hugging Face Inference · 8 Aug 2026 (opens in a new tab)utter-project/EuroLLM-22B-Instruct-2512

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

zai-org/AutoGLM-Phone-9B-Multilingual

Zai Org

First observed 6 Aug 2026 · last observed 8 Aug 2026

Identity review

Trend pending

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

Provenance

Hugging Face Inference · 8 Aug 2026 (opens in a new tab)zai-org/AutoGLM-Phone-9B-Multilingual

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 8 Aug 2026

Identity review

Trend pending

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

Provenance

Hugging Face Inference · 8 Aug 2026 (opens in a new tab)zai-org/GLM-4.5V-FP8

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

zai-org/GLM-4.6V-Flash

Zai Org

First observed 6 Aug 2026 · last observed 8 Aug 2026

Identity review

Trend pending

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

Provenance

Hugging Face Inference · 8 Aug 2026 (opens in a new tab)zai-org/GLM-4.6V-Flash

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 8 Aug 2026

Identity review

Trend pending

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

Provenance

Hugging Face Inference · 8 Aug 2026 (opens in a new tab)zai-org/GLM-4.6V-FP8

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

New & trending discoveries

Discovery state summary

Candidate feed

yethdev/mistral-7b-manumit-v1-GGUF

Provenance

aisingapore/Gemma-SEA-LION-v4-27B-IT

Provenance

aisingapore/Qwen-SEA-LION-v4-32B-IT

Provenance

allenai/Olmo-3-7B-Instruct

Provenance

baidu/ERNIE-4.5-VL-424B-A47B-Base-PT

Provenance

CohereLabs/aya-vision-32b

Provenance

CohereLabs/command-a-reasoning-08-2025

Provenance

CohereLabs/command-a-translate-08-2025

Provenance

CohereLabs/tiny-aya-earth

Provenance

CohereLabs/tiny-aya-fire

Provenance

CohereLabs/tiny-aya-global

Provenance

CohereLabs/tiny-aya-water

Provenance

deepcogito/cogito-671b-v2.1

Provenance

deepcogito/cogito-671b-v2.1-FP8

Provenance

deepseek-ai/DeepSeek-R1-Distill-Llama-8B

Provenance

deepseek-ai/DeepSeek-R1-Distill-Qwen-14B

Provenance

deepseek-ai/DeepSeek-R1-Distill-Qwen-7B

Provenance

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

Provenance

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

Provenance

pearl-ai/Gemma-4-31B-it-pearl

Provenance

prism-ml/Ternary-Bonsai-27B-AWQ-4bit

Provenance

Qwen/Qwen2.5-Coder-3B-Instruct

Provenance

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

Provenance

speakleash/Bielik-11B-v3.0-Instruct

Provenance

swiss-ai/Apertus-70B-Instruct-2509

Provenance

swiss-ai/Apertus-8B-Instruct-2509

Provenance

swiss-ai/Apertus-v1.5-70B

Provenance

swiss-ai/Apertus-v1.5-8B

Provenance

utter-project/EuroLLM-22B-Instruct-2512

Provenance

zai-org/AutoGLM-Phone-9B-Multilingual

Provenance

zai-org/GLM-4.5V-FP8

Provenance

zai-org/GLM-4.6V-Flash

Provenance

zai-org/GLM-4.6V-FP8

Provenance

Discovery source health