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

time-series-forecasting

Datadog/Toto-2.0-4m ↗

Publisher account: Datadog

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.

sentence-similarity

nomic-ai/modernbert-embed-base ↗

Publisher account: nomic-ai

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

Based on answerdotai/ModernBERT-base

finetuned_from
License & access

apache-2.0

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

image-classification

rizvandwiki/gender-classification-2 ↗

Publisher account: rizvandwiki

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-feature-extraction

timm/vit_large_patch14_reg4_dinov2.lvd142m ↗

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.

text-generation

h2oai/h2o-danube3-500m-chat ↗

Publisher account: h2oai

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-classification

christian-phu/bert-finetuned-japanese-sentiment ↗

Publisher account: christian-phu

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-sa-4.0

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

feature-extraction

unslothai/vram-40 ↗

Publisher account: unslothai

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

vikp/surya_det2 ↗

Publisher account: vikp

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

nvidia/NVIDIA-Nemotron-Nano-9B-v2-FP8 ↗

Publisher account: nvidia

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

Based on nvidia/NVIDIA-Nemotron-Nano-9B-v2

finetuned_from
License & access

other

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

Unclassified

vikp/surya_rec ↗

Publisher account: vikp

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-sa-4.0

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

Unclassified

unsloth/Qwen3-30B-A3B-Instruct-2507-GGUF ↗

Publisher account: unsloth

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

Based on Qwen/Qwen3-30B-A3B-Instruct-2507

quantized_from
License & access

apache-2.0

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

text-generation

unsloth/Qwen3-0.6B-GGUF ↗

Publisher account: unsloth

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

Based on Qwen/Qwen3-0.6B

quantized_from
License & access

apache-2.0

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

mask-generation

facebook/sam2.1-hiera-small ↗

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

apache-2.0

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

sentence-similarity

gmunkhtur/paraphrase-multilingual-minilm-l12-v3-mn ↗

Publisher account: gmunkhtur

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

Based on sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2

finetuned_from
License & access

Not listed in metadata

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

image-text-to-text

alesha-pro/Qwen3.8-Flash-Next-abliterated-GSQ-RCO-Strata-GGUF ↗

Publisher account: alesha-pro

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

Based on ISTA-DASLab/Qwen3.8-Flash-Next-GSQ-RCO-GGUF

quantized_from
License & access

other

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

text-generation

HuggingFaceM4/tiny-random-LlamaForCausalLM ↗

Publisher account: HuggingFaceM4

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-image

optimum-intel-internal-testing/tiny-stable-diffusion-torch ↗

Publisher account: optimum-intel-internal-testing

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.

translation

Helsinki-NLP/opus-mt-en-es ↗

Publisher account: Helsinki-NLP

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.

feature-extraction

google/canine-c ↗

Publisher account: google

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

vikp/surya_layout2 ↗

Publisher account: vikp

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-sa-4.0

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

text-classification

madhurjindal/autonlp-Gibberish-Detector-492513457 ↗

Publisher account: madhurjindal

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

Based on distilbert/distilbert-base-uncased

quantized_from
License & access

mit

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

text-classification

hfmlsoc/ncii-guard-v02 ↗

Publisher account: hfmlsoc

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

Based on microsoft/harrier-oss-v1-270m

merged_from
License & access

Not listed in metadata

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

token-classification

protectai/unbiased-toxic-roberta-onnx ↗

Publisher account: protectai

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

Based on unitary/unbiased-toxic-roberta

quantized_from
License & access

apache-2.0

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

text-generation

ornith-ai/Ornith-1.5-35B-A3B-MLX-6bit ↗

Publisher account: ornith-ai

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

Zyphra/Zamba2-1.2B-instruct ↗

Publisher account: Zyphra

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

Based on Zyphra/Zamba2-1.2B

finetuned_from
License & access

apache-2.0

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

image-text-to-text

nerkyor/Qwen3.8-27B-Coder390-EfficientThink-Opus5.5-GPT6Astra-Grok4.7-DSV4Pro-K3-SFT-RLOO-GGUF-NInfer ↗

Publisher account: nerkyor

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

Based on nerkyor/Qwen3.8-27B-EfficientThink-Uncensored-K3-Opus5-Grok4.6-GPT5.6Sol-SFT-SimPO-DFlash2

quantized_from
License & access

apache-2.0

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

Unclassified

minishlab/potion-base-32M ↗

Publisher account: minishlab

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

mesolitica/Qwen2.5-72B-Instruct-FP8 ↗

Publisher account: mesolitica

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

Based on Qwen/Qwen2.5-72B-Instruct

quantized_from
License & access

Not listed in metadata

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

text-to-image

lightx2v/Qwen-Image-2512-Lightning ↗

Publisher account: lightx2v

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

Based on Qwen/Qwen-Image-2512

adapter_of
License & access

apache-2.0

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

image-text-to-text

SC117/Swift-1.5-Qwen3.8-Flash-Next-GSQ-RCO-abliterated-GGUF ↗

Publisher account: SC117

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

Based on ukisai/Swift1.5-Qwen3.8-Flash-Next

quantized_from
License & access

other

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

text-to-image

John6666/nova-furry-xl-il-v120-sdxl ↗

Publisher account: John6666

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

Based on OnomaAIResearch/Illustrious-XL-v2.0

merged_from
License & access

other

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

text-to-speech

OpenMOSS-Team/MOSS-TTS-v1.5 ↗

Publisher account: OpenMOSS-Team

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.

token-classification

microsoft/llmlingua-2-xlm-roberta-large-meetingbank ↗

Publisher account: microsoft

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.

image-classification

timm/test_resnet.r160_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-classification

timm/mobilenetv4_conv_small.e2400_r224_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.

Unclassified

google/umt5-xxl ↗

Publisher account: google

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

florence-community/Florence-2-large ↗

Publisher account: florence-community

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-classification

PirateXX/AI-Content-Detector ↗

Publisher account: PirateXX

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

artistic-2.0

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

text-to-video

JoaoZaokk/LTX-2.5-22B-distilled-W4A8-ConvRot ↗

Publisher account: JoaoZaokk

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

Based on Lightricks/LTX-2.5

quantized_from
License & access

other

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

image-text-to-text

Qwen/Qwen3-VL-2B-Instruct-GGUF ↗

Publisher account: Qwen

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

Based on Qwen/Qwen3-VL-2B-Instruct

quantized_from
License & access

apache-2.0

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

image-text-to-text

OpenGVLab/InternVL2_5-4B-MPO ↗

Publisher account: OpenGVLab

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

Based on OpenGVLab/InternVL2_5-4B

finetuned_from
License & access

mit

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

text-generation

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

Publisher account: deepseek-ai

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

Abiray/Nemotron-3-Embed-8B-GGUF ↗

Publisher account: Abiray

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

Based on nvidia/Nemotron-3-Embed-8B-BF16

quantized_from
License & access

openmdw-1.1

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

Unclassified

scragnog/MiniMax-Music3-GGUF ↗

Publisher account: scragnog

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

Based on MiniMaxAI/MiniMax-Music3

quantized_from
License & access

other

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

image-to-3d

ilintar/trellis2-gguf ↗

Publisher account: ilintar

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.

image-classification

jaranohaal/vit-base-violence-detection ↗

Publisher account: jaranohaal

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

weecology/deepforest-tree ↗

Publisher account: weecology

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

nvidia/GLM-5-NVFP4 ↗

Publisher account: nvidia

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

Based on zai-org/GLM-5

finetuned_from
License & access

mit

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

text-ranking

cross-encoder-testing/reranker-bert-tiny-gooaq-bce ↗

Publisher account: cross-encoder-testing

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

Based on prajjwal1/bert-tiny

finetuned_from
License & access

apache-2.0

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

image-classification

timm/swin_tiny_patch4_window7_224.ms_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

mit

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

image-text-to-text

orcarouter/Qwen3.8-27B-Uncensored-FP8 ↗

Publisher account: orcarouter

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

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

image-text-to-text

nvidia/GLM-5.3-Flash-NVFP4 ↗

Publisher account: nvidia

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

Based on zai-org/GLM-5.3-Flash

quantized_from
License & access

mit

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

image-to-video

Winnougan/Cobijada_Minimax-H3_Hybrid_Pruned_ComfyUI ↗

Publisher account: Winnougan

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.

feature-extraction

second-state/All-MiniLM-L6-v2-Embedding-GGUF ↗

Publisher account: second-state

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

Based on sentence-transformers/all-MiniLM-L6-v2

quantized_from
License & access

apache-2.0

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

image-text-to-text

QuantTrio/Qwen3.5-27B-AWQ ↗

Publisher account: QuantTrio

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

Based on Qwen/Qwen3.5-27B

quantized_from
License & access

apache-2.0

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

token-classification

OpenMed/OpenMed-NER-OncologyDetect-SuperClinical-434M ↗

Publisher account: OpenMed

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

Comfy-Org/MoGe ↗

Publisher account: Comfy-Org

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

Based on Ruicheng/moge-2-vitl

finetuned_from
License & access

mit

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

text-generation

Qwen/Qwen2.5-14B-Instruct-GPTQ-Int4 ↗

Publisher account: Qwen

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

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

quantized_from
License & access

apache-2.0

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

text-to-image

xinsir/controlnet-union-sdxl-1.0 ↗

Publisher account: xinsir

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

HuggingFaceH4/tiny-random-LlamaForCausalLM ↗

Publisher account: HuggingFaceH4

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.