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

sentence-similarity

optimum-intel-internal-testing/all-mpnet-base-v2 ↗

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.

image-segmentation

ZhengPeng7/BiRefNet_dynamic ↗

Publisher account: ZhengPeng7

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

nerkyor/Qwen3.6-35B-A3B-APEX-MTP-GGUF ↗

Publisher account: nerkyor

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

Based on Qwen/Qwen3.6-35B-A3B

quantized_from
License & access

apache-2.0

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

Unclassified

garak-llm/roberta_toxicity_classifier ↗

Publisher account: garak-llm

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

Based on FacebookAI/roberta-large

finetuned_from
License & access

openrail++

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

Unclassified

tanjina284/puma_model ↗

Publisher account: tanjina284

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.

feature-extraction

codefuse-ai/F2LLM-v2-14B ↗

Publisher account: codefuse-ai

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

Based on codefuse-ai/F2LLM-v2-14B-Preview

finetuned_from
License & access

apache-2.0

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

any-to-any

google/gemma-4-12B-it-assistant ↗

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.

question-answering

csarron/mobilebert-uncased-squad-v2 ↗

Publisher account: csarron

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

mlx-community/Qwen3-4B-4bit ↗

Publisher account: mlx-community

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

Based on Qwen/Qwen3-4B

quantized_from
License & access

apache-2.0

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

sentence-similarity

hiiamsid/sentence_similarity_spanish_es ↗

Publisher account: hiiamsid

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

OpenMOSS-Team/MOSS-Audio-Tokenizer-v2 ↗

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.

feature-extraction

brain-bzh/reve-positions ↗

Publisher account: brain-bzh

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

lmstudio-community/gemma-3n-E4B-it-MLX-8bit ↗

Publisher account: lmstudio-community

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

Based on google/gemma-3n-E4B-it

quantized_from
License & access

gemma

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

token-classification

Angelakeke/RaTE-NER-Deberta ↗

Publisher account: Angelakeke

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

TheBloke/MythoMax-L2-13B-GGUF ↗

Publisher account: TheBloke

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

Based on Gryphe/MythoMax-L2-13b

quantized_from
License & access

other

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

automatic-speech-recognition

OpenASR/qwen3-asr-1.7b ↗

Publisher account: OpenASR

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

Based on Qwen/Qwen3-ASR-1.7B

finetuned_from
License & access

apache-2.0

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

image-text-to-text

LiquidAI/LFM2.5-VL-3B-GGUF ↗

Publisher account: LiquidAI

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

Based on LiquidAI/LFM2.5-VL-3B

quantized_from
License & access

other

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

text-generation

pfnet/plamo-3-nict-2b-base ↗

Publisher account: pfnet

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

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

feature-extraction

ente-ai/embeddinggemma-300m-gguf ↗

Publisher account: ente-ai

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

Based on google/embeddinggemma-300m

quantized_from
License & access

gemma

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

image-text-to-text

Thunder13240/Ornith-1.5-9B-heretic-GGUF ↗

Publisher account: Thunder13240

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

Based on ornith-ai/Ornith-1.5-9B

quantized_from
License & access

mit

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

Unclassified

SicariusSicariiStuff/Impish_LLAMA_4B_GGUF ↗

Publisher account: SicariusSicariiStuff

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

Based on SicariusSicariiStuff/Impish_LLAMA_4B

quantized_from
License & access

apache-2.0

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

text-to-image

duongve/NetaYume-Lumina-Image-2.0 ↗

Publisher account: duongve

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

Based on Alpha-VLLM/Lumina-Image-2.0

finetuned_from
License & access

apache-2.0

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

image-text-to-text

lmstudio-community/gemma-3n-E4B-it-MLX-6bit ↗

Publisher account: lmstudio-community

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

Based on google/gemma-3n-E4B-it

quantized_from
License & access

gemma

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

text-generation

zai-org/GLM-5.1-FP8 ↗

Publisher account: zai-org

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

facebook/mms-300m ↗

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.

text-classification

Voicelab/herbert-base-cased-sentiment ↗

Publisher account: Voicelab

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-4.0

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

image-classification

facebook/convnext-small-224 ↗

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.

image-to-image

black-forest-labs/flux-3-image-klein-base ↗

Publisher account: black-forest-labs

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

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

image-feature-extraction

timm/vit_huge_plus_patch16_dinov3.lvd1689m ↗

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

other

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

text-generation

upstage/SOLAR-0-70b-16bit ↗

Publisher account: upstage

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

MirkoCovizzi/Qwen3.8-27B-QUASAR-NVFP4-NInfer ↗

Publisher account: MirkoCovizzi

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

Based on QUASAR-QAT/Qwen3.8-27B-QUASAR-NVFP4

finetuned_from
License & access

apache-2.0

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

image-text-to-text

jgamboa/Ternary-Bonsai-2-27B-NInfer-4090 ↗

Publisher account: jgamboa

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

Based on prism-ml/Ternary-Bonsai-2-27B-gguf

quantized_from
License & access

apache-2.0

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

Unclassified

Tele-AI/TeleChat2-3B ↗

Publisher account: Tele-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

apache-2.0

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

image-text-to-text

MiniMaxAI/MiniMax-VL-01 ↗

Publisher account: MiniMaxAI

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

CraftJarvis/MineStudio_STEVE-1.official ↗

Publisher account: CraftJarvis

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-classification

timm/tf_efficientnetv2_m.in21k_ft_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.

text-generation

GeneralAnalysis/GA_Guard_Core ↗

Publisher account: GeneralAnalysis

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

Based on Qwen/Qwen3-4B-Instruct-2507

finetuned_from
License & access

cc-by-nc-4.0

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

text-generation

meta-llama/Llama-2-13b-hf ↗

Publisher account: meta-llama

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

llama2

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

zero-shot-image-classification

timm/ViT-SO400M-16-SigLIP2-512 ↗

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

huihui-ai/Huihui-Qwen3-8B-abliterated-v2 ↗

Publisher account: huihui-ai

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

Based on Qwen/Qwen3-8B

finetuned_from
License & access

apache-2.0

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

text-generation

dcostenco/smollm2-360m-aac-watch ↗

Publisher account: dcostenco

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

Based on HuggingFaceTB/SmolLM2-360M-Instruct

quantized_from
License & access

apache-2.0

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

text-to-video

ByteDance/AnimateDiff-Lightning ↗

Publisher account: ByteDance

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

creativeml-openrail-m

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

Unclassified

DamRsn/muscriptor-gguf ↗

Publisher account: DamRsn

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

Based on MuScriptor/muscriptor-large

quantized_from
License & access

cc-by-nc-4.0

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

automatic-speech-recognition

handy-computer/parakeet-tdt-1.1b-gguf ↗

Publisher account: handy-computer

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

Based on nvidia/parakeet-tdt-1.1b

quantized_from
License & access

cc-by-4.0

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

text-generation

curiousmind147/microsoft-phi-4-AWQ-4bit-GEMM ↗

Publisher account: curiousmind147

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

Based on microsoft/phi-4

quantized_from
License & access

mit

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

token-classification

OpenMed/OpenMed-ZeroShot-NER-Oncology-Medium-209M ↗

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

kai-os/Carnice-V2-27b-GGUF ↗

Publisher account: kai-os

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

Based on kai-os/Carnice-V2-27b

quantized_from
License & access

apache-2.0

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

fill-mask

multimolecule/rinalmo-giga ↗

Publisher account: multimolecule

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

agpl-3.0

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

image-text-to-text

Qwen/Qwen3-VL-4B-Thinking ↗

Publisher account: Qwen

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

tiiuae/Falcon-H1-3B-Instruct ↗

Publisher account: tiiuae

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

Based on tiiuae/Falcon-H1-3B-Base

finetuned_from
License & access

other

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

text-to-image

stablediffusionapi/chilloutmix ↗

Publisher account: stablediffusionapi

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

creativeml-openrail-m

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

text-generation

unsloth/Qwen2.5-Coder-14B-Instruct-bnb-4bit ↗

Publisher account: unsloth

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-text

JEILDLWLRMA/Qwen3-VL-4B-Instruct-NVFP4 ↗

Publisher account: JEILDLWLRMA

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

Based on Qwen/Qwen3-VL-4B-Instruct

quantized_from
License & access

apache-2.0

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

automatic-speech-recognition

obadx/muaalem-model-v3_2 ↗

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.

text-generation

microsoft/Phi-4-reasoning ↗

Publisher account: microsoft

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

Based on microsoft/phi-4

finetuned_from
License & access

mit

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

Unclassified

zerofata/G4-MeroMero-31B-gguf ↗

Publisher account: zerofata

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

Based on zerofata/G4-MeroMero-31B

quantized_from
License & access

apache-2.0

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

image-text-to-text

bartowski/Step-3.7-Flash-GGUF ↗

Publisher account: bartowski

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

Based on stepfun-ai/Step-3.7-Flash

quantized_from
License & access

apache-2.0

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

image-text-to-text

LiquidAI/LFM2.5-VL-450M-GGUF ↗

Publisher account: LiquidAI

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

Based on LiquidAI/LFM2.5-VL-450M

quantized_from
License & access

other

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

Unclassified

Esobold/EsoTest_GGUFs ↗

Publisher account: Esobold

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-to-video

AlayaLab/AlayaWorld ↗

Publisher account: AlayaLab

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

Based on Lightricks/LTX-2.3

finetuned_from
License & access

other

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