Public beta — displayed stories are research drafts awaiting final editorial approval.

From Riyadh to the world.

Model catalogue

Open-model and derived repository records, with publisher, lineage, license and retrieval dates. A repository uploader is not assumed to own the model.

17,567 imported recordsSource: Hugging Face; download-ranked with a bounded harvest.

17,567 records

token-classification

fastino/GLiNER2-Guardrails-PII-Multi ↗

Publisher account: fastino

Model developer and legal ownership: not independently verified from repository metadata.
Model lineage

Based on fastino/gliner2-base-v1

finetuned_from
License & access

apache-2.0

Access follows repository terms
Metadata retrievedHosting cost is not inferred from weight availability.

image-classification

Parveshiiii/SafeScan ↗

Publisher account: Parveshiiii

Model developer and legal ownership: not independently verified from repository metadata.
Model lineage

Based on google/vit-base-patch16-224

finetuned_from
License & access

mit

Access follows repository terms
Metadata retrievedHosting cost is not inferred from weight availability.

Unclassified

cstr/crispasr-regression-fixtures ↗

Publisher account: cstr

Model developer and legal ownership: not independently verified from repository metadata.
Model lineage

Base model is not listed; training from scratch is not inferred.

License & access

apache-2.0

Access follows repository terms
Metadata retrievedHosting cost is not inferred from weight availability.

voice-activity-detection

altic-dev/nemotron-3-diarization-coreml ↗

Publisher account: altic-dev

Model developer and legal ownership: not independently verified from repository metadata.
Model lineage

Based on nvidia/Nemotron-3-Diarization

quantized_from
License & access

other

Access follows repository terms
Metadata retrievedHosting cost is not inferred from weight availability.

Unclassified

onnx-community/gliner_small-v2.1 ↗

Publisher account: onnx-community

Model developer and legal ownership: not independently verified from repository metadata.
Model lineage

Based on urchade/gliner_small-v2.1

quantized_from
License & access

Not listed in metadata

Access follows repository terms
Metadata retrievedHosting cost is not inferred from weight availability.

image-classification

Casanovafeat/vit-Facial-Expression-Recognitio ↗

Publisher account: Casanovafeat

Model developer and legal ownership: not independently verified from repository metadata.
Model lineage

Based on mo-thecreator/vit-Facial-Expression-Recognition

finetuned_from
License & access

Not listed in metadata

Access follows repository terms
Metadata retrievedHosting cost is not inferred from weight availability.

question-answering

Jacaranda/UlizaLlama ↗

Publisher account: Jacaranda

Model developer and legal ownership: not independently verified from repository metadata.
Model lineage

Base model is not listed; training from scratch is not inferred.

License & access

Not listed in metadata

Access follows repository terms
Metadata retrievedHosting cost is not inferred from weight availability.

reinforcement-learning

ValueFX9507/Tifa-DeepsexV3-14b-GGUF-Q6 ↗

Publisher account: ValueFX9507

Model developer and legal ownership: not independently verified from repository metadata.
Model lineage

Base model is not listed; training from scratch is not inferred.

License & access

apache-2.0

Access follows repository terms
Metadata retrievedHosting cost is not inferred from weight availability.

Unclassified

mradermacher/K2-Horizon-32B-heretic-i1-GGUF ↗

Publisher account: mradermacher

Model developer and legal ownership: not independently verified from repository metadata.
Model lineage

Based on soyaakinohara/K2-Horizon-32B-heretic

quantized_from
License & access

apache-2.0

Access follows repository terms
Metadata retrievedHosting cost is not inferred from weight availability.

Unclassified

t8star/Semantic-Bridge-Comfy ↗

Publisher account: t8star

Model developer and legal ownership: not independently verified from repository metadata.
Model lineage

Based on MiniMaxAI/MiniMax-H3

finetuned_from
License & access

other

Access follows repository terms
Metadata retrievedHosting cost is not inferred from weight availability.

sentence-similarity

Lajavaness/sentence-camembert-large ↗

Publisher account: Lajavaness

Model developer and legal ownership: not independently verified from repository metadata.
Model lineage

Base model is not listed; training from scratch is not inferred.

License & access

apache-2.0

Access follows repository terms
Metadata retrievedHosting cost is not inferred from weight availability.

text-generation

mlx-community/Kimi-K2-Instruct-4bit ↗

Publisher account: mlx-community

Model developer and legal ownership: not independently verified from repository metadata.
Model lineage

Based on moonshotai/Kimi-K2-Instruct

quantized_from
License & access

other

Access follows repository terms
Metadata retrievedHosting cost is not inferred from weight availability.

text-to-image

realrebelai/Krea-R-Turbo ↗

Publisher account: realrebelai

Model developer and legal ownership: not independently verified from repository metadata.
Model lineage

Based on krea/Krea-2-Turbo

quantized_from
License & access

other

Access follows repository terms
Metadata retrievedHosting cost is not inferred from weight availability.

image-classification

sosiklab/NES-plankton-IFCB-classifier-2022 ↗

Publisher account: sosiklab

Model developer and legal ownership: not independently verified from repository metadata.
Model lineage

Base model is not listed; training from scratch is not inferred.

License & access

mit

Access follows repository terms
Metadata retrievedHosting cost is not inferred from weight availability.

Unclassified

mradermacher/Athene-Phi-3.5-mini-instruct-orpo-i1-GGUF ↗

Publisher account: mradermacher

Model developer and legal ownership: not independently verified from repository metadata.
Model lineage

Based on EpistemeAI/Athene-Phi-3.5-mini-instruct-orpo

quantized_from
License & access

apache-2.0

Access follows repository terms
Metadata retrievedHosting cost is not inferred from weight availability.

Unclassified

valhalla/t5-base-e2e-qg ↗

Publisher account: valhalla

Model developer and legal ownership: not independently verified from repository metadata.
Model lineage

Base model is not listed; training from scratch is not inferred.

License & access

mit

Access follows repository terms
Metadata retrievedHosting cost is not inferred from weight availability.

Unclassified

RichardErkhov/01-ai_-_Yi-1.5-34B-32K-gguf ↗

Publisher account: RichardErkhov

Model developer and legal ownership: not independently verified from repository metadata.
Model lineage

Base model is not listed; training from scratch is not inferred.

License & access

Not listed in metadata

Access follows repository terms
Metadata retrievedHosting cost is not inferred from weight availability.

image-text-to-text

k1lliiviie/Huihui-Qwen3.8-27B-abliterated-GGUF ↗

Publisher account: k1lliiviie

Model developer and legal ownership: not independently verified from repository metadata.
Model lineage

Based on Qwen/Qwen3.8-27B

quantized_from
License & access

apache-2.0

Access follows repository terms
Metadata retrievedHosting cost is not inferred from weight availability.

text-generation

NobodyWho/Qwen_Qwen3-0.6B-GGUF ↗

Publisher account: NobodyWho

Model developer and legal ownership: not independently verified from repository metadata.
Model lineage

Based on Qwen/Qwen3-0.6B

quantized_from
License & access

Not listed in metadata

Access follows repository terms
Metadata retrievedHosting cost is not inferred from weight availability.

text-generation

apple/FastVLM-0.5B ↗

Publisher account: apple

Model developer and legal ownership: not independently verified from repository metadata.
Model lineage

Base model is not listed; training from scratch is not inferred.

License & access

apple-amlr

Access follows repository terms
Metadata retrievedHosting cost is not inferred from weight availability.

feature-extraction

ChristianAzinn/gte-small-gguf ↗

Publisher account: ChristianAzinn

Model developer and legal ownership: not independently verified from repository metadata.
Model lineage

Based on thenlper/gte-small

quantized_from
License & access

mit

Access follows repository terms
Metadata retrievedHosting cost is not inferred from weight availability.

image-classification

timm/tf_efficientnetv2_s.in1k ↗

Publisher account: timm

Model developer and legal ownership: not independently verified from repository metadata.
Model lineage

Base model is not listed; training from scratch is not inferred.

License & access

apache-2.0

Access follows repository terms
Metadata retrievedHosting cost is not inferred from weight availability.

image-text-to-text

NikiKrutan/Kiwen1.1-27B-MTP-GGUF ↗

Publisher account: NikiKrutan

Model developer and legal ownership: not independently verified from repository metadata.
Model lineage

Based on beyoru/Kiwen1.1-27B

quantized_from
License & access

apache-2.0

Access follows repository terms
Metadata retrievedHosting cost is not inferred from weight availability.

text-generation

satgeze/Gemma4-12B-Uncensored-HauhauCS-1.5M-GGUF ↗

Publisher account: satgeze

Model developer and legal ownership: not independently verified from repository metadata.
Model lineage

Based on HauhauCS/Gemma4-12B-QAT-Uncensored-HauhauCS-Balanced

quantized_from
License & access

gemma

Access follows repository terms
Metadata retrievedHosting cost is not inferred from weight availability.

text-generation

mlx-community/Qwen2.5-Coder-14B-Instruct-4bit ↗

Publisher account: mlx-community

Model developer and legal ownership: not independently verified from repository metadata.
Model lineage

Based on Qwen/Qwen2.5-Coder-14B-Instruct

quantized_from
License & access

apache-2.0

Access follows repository terms
Metadata retrievedHosting cost is not inferred from weight availability.

image-to-image

dx8152/Qwen-Image-Edit-2509-Relight ↗

Publisher account: dx8152

Model developer and legal ownership: not independently verified from repository metadata.
Model lineage

Based on Qwen/Qwen-Image-Edit-2509

adapter_of
License & access

apache-2.0

Access follows repository terms
Metadata retrievedHosting cost is not inferred from weight availability.

image-to-text

StanfordAIMI/CheXagent-2-3b-srrg-impression ↗

Publisher account: StanfordAIMI

Model developer and legal ownership: not independently verified from repository metadata.
Model lineage

Base model is not listed; training from scratch is not inferred.

License & access

mit

Access follows repository terms
Metadata retrievedHosting cost is not inferred from weight availability.

zero-shot-image-classification

apple/MobileCLIP-B-LT-OpenCLIP ↗

Publisher account: apple

Model developer and legal ownership: not independently verified from repository metadata.
Model lineage

Base model is not listed; training from scratch is not inferred.

License & access

apple-amlr

Access follows repository terms
Metadata retrievedHosting cost is not inferred from weight availability.

Unclassified

mradermacher/Llama3.3-8B-Instruct-Thinking-Claude-4.5-Opus-High-Reasoning-GGUF ↗

Publisher account: mradermacher

Model developer and legal ownership: not independently verified from repository metadata.
Model lineage

Based on DavidAU/Llama3.3-8B-Instruct-Thinking-Claude-4.5-Opus-High-Reasoning

quantized_from
License & access

apache-2.0

Access follows repository terms
Metadata retrievedHosting cost is not inferred from weight availability.

Unclassified

mradermacher/dgpl-linux-assistant-0.8b-i1-GGUF ↗

Publisher account: mradermacher

Model developer and legal ownership: not independently verified from repository metadata.
Model lineage

Based on dgpl/dgpl-linux-assistant-0.8b

quantized_from
License & access

gpl-3.0

Access follows repository terms
Metadata retrievedHosting cost is not inferred from weight availability.

text-generation

z-lab/gemma-4-26B-A4B-it-DFlash ↗

Publisher account: z-lab

Model developer and legal ownership: not independently verified from repository metadata.
Model lineage

Base model is not listed; training from scratch is not inferred.

License & access

apache-2.0

Access follows repository terms
Metadata retrievedHosting cost is not inferred from weight availability.

fill-mask

line-corporation/line-distilbert-base-japanese ↗

Publisher account: line-corporation

Model developer and legal ownership: not independently verified from repository metadata.
Model lineage

Base model is not listed; training from scratch is not inferred.

License & access

apache-2.0

Access follows repository terms
Metadata retrievedHosting cost is not inferred from weight availability.

Unclassified

mradermacher/Nemotron-Cascade-14B-Thinking-impotent-heresy-i1-GGUF ↗

Publisher account: mradermacher

Model developer and legal ownership: not independently verified from repository metadata.
Model lineage

Based on MuXodious/Nemotron-Cascade-14B-Thinking-impotent-heresy

quantized_from
License & access

other

Access follows repository terms
Metadata retrievedHosting cost is not inferred from weight availability.

Unclassified

tiiuae/Falcon-H1-Tiny-90M-Instruct-GGUF ↗

Publisher account: tiiuae

Model developer and legal ownership: not independently verified from repository metadata.
Model lineage

Base model is not listed; training from scratch is not inferred.

License & access

other

Access follows repository terms
Metadata retrievedHosting cost is not inferred from weight availability.

mask-generation

tiiuae/Falcon-Perception ↗

Publisher account: tiiuae

Model developer and legal ownership: not independently verified from repository metadata.
Model lineage

Base model is not listed; training from scratch is not inferred.

License & access

apache-2.0

Access follows repository terms
Metadata retrievedHosting cost is not inferred from weight availability.

fill-mask

Xenova/bert-base-uncased ↗

Publisher account: Xenova

Model developer and legal ownership: not independently verified from repository metadata.
Model lineage

Based on google-bert/bert-base-uncased

quantized_from
License & access

Not listed in metadata

Access follows repository terms
Metadata retrievedHosting cost is not inferred from weight availability.

Unclassified

csebuetnlp/banglat5 ↗

Publisher account: csebuetnlp

Model developer and legal ownership: not independently verified from repository metadata.
Model lineage

Base model is not listed; training from scratch is not inferred.

License & access

Not listed in metadata

Access follows repository terms
Metadata retrievedHosting cost is not inferred from weight availability.

text-generation

mlx-community/Qwen3.6-27B-MTP-4bit ↗

Publisher account: mlx-community

Model developer and legal ownership: not independently verified from repository metadata.
Model lineage

Based on Qwen/Qwen3.6-27B

quantized_from
License & access

apache-2.0

Access follows repository terms
Metadata retrievedHosting cost is not inferred from weight availability.

text-generation

unsloth/functiongemma-270m-it-unsloth-bnb-4bit ↗

Publisher account: unsloth

Model developer and legal ownership: not independently verified from repository metadata.
Model lineage

Based on google/functiongemma-270m-it

quantized_from
License & access

gemma

Access follows repository terms
Metadata retrievedHosting cost is not inferred from weight availability.

zero-shot-classification

cmarkea/bloomz-560m-nli ↗

Publisher account: cmarkea

Model developer and legal ownership: not independently verified from repository metadata.
Model lineage

Base model is not listed; training from scratch is not inferred.

License & access

bigscience-bloom-rail-1.0

Access follows repository terms
Metadata retrievedHosting cost is not inferred from weight availability.

text-to-speech

facebook/mms-tts-kir ↗

Publisher account: facebook

Model developer and legal ownership: not independently verified from repository metadata.
Model lineage

Base model is not listed; training from scratch is not inferred.

License & access

cc-by-nc-4.0

Access follows repository terms
Metadata retrievedHosting cost is not inferred from weight availability.

Unclassified

ggufbench/Qwen3.6-27B-4bpw-16GB-VRAM ↗

Publisher account: ggufbench

Model developer and legal ownership: not independently verified from repository metadata.
Model lineage

Based on Qwen/Qwen3.6-27B

quantized_from
License & access

apache-2.0

Access follows repository terms
Metadata retrievedHosting cost is not inferred from weight availability.

image-text-to-text

BCCard/Qwen2.5-VL-32B-Instruct-FP8-Dynamic ↗

Publisher account: BCCard

Model developer and legal ownership: not independently verified from repository metadata.
Model lineage

Based on Qwen/Qwen2.5-VL-32B-Instruct

quantized_from
License & access

apache-2.0

Access follows repository terms
Metadata retrievedHosting cost is not inferred from weight availability.

text-generation

bartowski/TheDrummer_Cydonia-24B-v4.2.0-GGUF ↗

Publisher account: bartowski

Model developer and legal ownership: not independently verified from repository metadata.
Model lineage

Based on TheDrummer/Cydonia-24B-v4.2.0

quantized_from
License & access

Not listed in metadata

Access follows repository terms
Metadata retrievedHosting cost is not inferred from weight availability.

Unclassified

eatang/qwen3-moe-tiny-random ↗

Publisher account: eatang

Model developer and legal ownership: not independently verified from repository metadata.
Model lineage

Base model is not listed; training from scratch is not inferred.

License & access

Not listed in metadata

Access follows repository terms
Metadata retrievedHosting cost is not inferred from weight availability.

text-to-video

samuelchristlie/Wan2.1-VACE-1.3B-GGUF ↗

Publisher account: samuelchristlie

Model developer and legal ownership: not independently verified from repository metadata.
Model lineage

Based on Wan-AI/Wan2.1-VACE-1.3B

quantized_from
License & access

apache-2.0

Access follows repository terms
Metadata retrievedHosting cost is not inferred from weight availability.

Unclassified

mradermacher/Qwen2.5-VL-32B-Instruct-heretic-i1-GGUF ↗

Publisher account: mradermacher

Model developer and legal ownership: not independently verified from repository metadata.
Model lineage

Based on coder3101/Qwen2.5-VL-32B-Instruct-heretic

quantized_from
License & access

apache-2.0

Access follows repository terms
Metadata retrievedHosting cost is not inferred from weight availability.

Unclassified

mradermacher/Fimbulvetr-11B-v2.1-16K-i1-GGUF ↗

Publisher account: mradermacher

Model developer and legal ownership: not independently verified from repository metadata.
Model lineage

Based on Sao10K/Fimbulvetr-11B-v2.1-16K

quantized_from
License & access

cc-by-nc-4.0

Access follows repository terms
Metadata retrievedHosting cost is not inferred from weight availability.

image-to-video

nvidia/omni-dreams-models ↗

Publisher account: nvidia

Model developer and legal ownership: not independently verified from repository metadata.
Model lineage

Based on nvidia/Cosmos-Predict2.5-2B

finetuned_from
License & access

other

Terms/approval required
Metadata retrievedHosting cost is not inferred from weight availability.

text-generation

TheBloke/OpenAssistant-Llama2-13B-Orca-8K-3319-GGUF ↗

Publisher account: TheBloke

Model developer and legal ownership: not independently verified from repository metadata.
Model lineage

Based on OpenAssistant/llama2-13b-orca-8k-3319

quantized_from
License & access

other

Access follows repository terms
Metadata retrievedHosting cost is not inferred from weight availability.

Unclassified

madeby561/GLM-5.2-MXFP8-NVFP4-NF3-Hybrid ↗

Publisher account: madeby561

Model developer and legal ownership: not independently verified from repository metadata.
Model lineage

Based on lukealonso/GLM-5.2-NVFP4

quantized_from
License & access

mit

Access follows repository terms
Metadata retrievedHosting cost is not inferred from weight availability.

Unclassified

thieu86/SN3805 ↗

Publisher account: thieu86

Model developer and legal ownership: not independently verified from repository metadata.
Model lineage

Base model is not listed; training from scratch is not inferred.

License & access

mit

Access follows repository terms
Metadata retrievedHosting cost is not inferred from weight availability.

text-generation

allenai/OLMo-2-0325-32B ↗

Publisher account: allenai

Model developer and legal ownership: not independently verified from repository metadata.
Model lineage

Base model is not listed; training from scratch is not inferred.

License & access

apache-2.0

Access follows repository terms
Metadata retrievedHosting cost is not inferred from weight availability.

Unclassified

Unrestricted/Qwen3VL-8B-Uncensored-HauhauCS-Aggressive ↗

Publisher account: Unrestricted

Model developer and legal ownership: not independently verified from repository metadata.
Model lineage

Base model is not listed; training from scratch is not inferred.

License & access

apache-2.0

Access follows repository terms
Metadata retrievedHosting cost is not inferred from weight availability.

Unclassified

jockibaba/jockibaba1 ↗

Publisher account: jockibaba

Model developer and legal ownership: not independently verified from repository metadata.
Model lineage

Base model is not listed; training from scratch is not inferred.

License & access

Not listed in metadata

Access follows repository terms
Metadata retrievedHosting cost is not inferred from weight availability.

Unclassified

kaitchup/MiniMax-M3-GGUF-MoQ ↗

Publisher account: kaitchup

Model developer and legal ownership: not independently verified from repository metadata.
Model lineage

Based on MiniMaxAI/MiniMax-M3

quantized_from
License & access

other

Access follows repository terms
Metadata retrievedHosting cost is not inferred from weight availability.

automatic-speech-recognition

obadx/recitation-segmenter-v2 ↗

Publisher account: obadx

Model developer and legal ownership: not independently verified from repository metadata.
Model lineage

Based on facebook/w2v-bert-2.0

finetuned_from
License & access

mit

Access follows repository terms
Metadata retrievedHosting cost is not inferred from weight availability.

image-text-to-text

bartowski/google_medgemma-27b-it-GGUF ↗

Publisher account: bartowski

Model developer and legal ownership: not independently verified from repository metadata.
Model lineage

Based on google/medgemma-27b-it

quantized_from
License & access

other

Access follows repository terms
Metadata retrievedHosting cost is not inferred from weight availability.

text-generation

abenzerps/Spark-X2.5-4B-MLX-8bit ↗

Publisher account: abenzerps

Model developer and legal ownership: not independently verified from repository metadata.
Model lineage

Based on XHToken/Spark-X2.5-4B

quantized_from
License & access

apache-2.0

Access follows repository terms
Metadata retrievedHosting cost is not inferred from weight availability.

image-text-to-text

IstroSec/ThinkingCap-Qwen3.8-27B-abliterated-GGUF ↗

Publisher account: IstroSec

Model developer and legal ownership: not independently verified from repository metadata.
Model lineage

Based on IstroSec/ThinkingCap-Qwen3.8-27B-abliterated

quantized_from
License & access

other

Access follows repository terms
Metadata retrievedHosting cost is not inferred from weight availability.