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

feature-extraction

LCO-Embedding/LCO-Embedding-Omni-3B ↗

Publisher account: LCO-Embedding

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

OpenVINO/gemma-4-E4B-it-int8-ov ↗

Publisher account: OpenVINO

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

Based on google/gemma-4-E4B-it

quantized_from
License & access

apache-2.0

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

image-classification

BVRA/MegaDescriptor-CLIP-336 ↗

Publisher account: BVRA

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.

image-classification

timm/hrnet_w32.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-feature-extraction

facebook/hiera-tiny-224-hf ↗

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-generation

lmstudio-community/Qwen3-1.7B-GGUF ↗

Publisher account: lmstudio-community

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

Based on Qwen/Qwen3-1.7B

quantized_from
License & access

Not listed in metadata

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

text-classification

andreas122001/roberta-mixed-detector ↗

Publisher account: andreas122001

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

openrail

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

text-generation

nvidia/DeepSeek-V4-Flash-0731-NVFP4 ↗

Publisher account: nvidia

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

Based on deepseek-ai/DeepSeek-V4-Flash-0731

quantized_from
License & access

mit

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

feature-extraction

michaelfeil/Qwen3-Embedding-0.6B-auto ↗

Publisher account: michaelfeil

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

Based on Qwen/Qwen3-0.6B-Base

finetuned_from
License & access

apache-2.0

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

question-answering

dmis-lab/biobert-large-cased-v1.1-squad ↗

Publisher account: dmis-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

Not listed in metadata

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

text-generation

TeichAI/Qwen3-14B-Claude-4.5-Opus-High-Reasoning-Distill-GGUF ↗

Publisher account: TeichAI

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

Based on TeichAI/Qwen3-14B-Claude-4.5-Opus-High-Reasoning-Distill

quantized_from
License & access

apache-2.0

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

Unclassified

YiYiXu/WanImageProcessor ↗

Publisher account: YiYiXu

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-classification

classla/multilingual-IPTC-news-topic-classifier ↗

Publisher account: classla

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

Based on FacebookAI/xlm-roberta-large

finetuned_from
License & access

cc-by-sa-4.0

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

feature-extraction

Xenova/nomic-embed-text-v1 ↗

Publisher account: Xenova

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

Based on nomic-ai/nomic-embed-text-v1

quantized_from
License & access

Not listed in metadata

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

text-generation

outpost-bio/Waypoint-170m ↗

Publisher account: outpost-bio

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

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

text-generation

VAGOsolutions/Llama-3.1-SauerkrautLM-8b-Instruct ↗

Publisher account: VAGOsolutions

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

llama3.1

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

text-generation

bartowski/openai_gpt-oss-20b-GGUF-MXFP4-Experimental ↗

Publisher account: bartowski

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

Based on openai/gpt-oss-20b

quantized_from
License & access

Not listed in metadata

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

image-text-to-text

OpenGVLab/InternVL3_5-4B ↗

Publisher account: OpenGVLab

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

Based on OpenGVLab/InternVL3_5-4B-MPO

finetuned_from
License & access

apache-2.0

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

text-generation

el4/Qwopus3.6-35B-A3B-Coder-OPAL-GGUF ↗

Publisher account: el4

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

Based on Jackrong/Qwopus3.6-35B-A3B-Coder

quantized_from
License & access

Not listed in metadata

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

text-ranking

Xenova/bge-reranker-base ↗

Publisher account: Xenova

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

Based on BAAI/bge-reranker-base

quantized_from
License & access

Not listed in metadata

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

image-segmentation

studioludens/birefnet-lite-512 ↗

Publisher account: studioludens

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

Based on ZhengPeng7/BiRefNet_lite

quantized_from
License & access

mit

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

object-detection

Fuyucchi/yolov8_animeface ↗

Publisher account: Fuyucchi

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

Based on Ultralytics/YOLOv8

finetuned_from
License & access

agpl-3.0

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

image-to-image

InstantX/Qwen-Image-ControlNet-Union ↗

Publisher account: InstantX

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

Based on Qwen/Qwen-Image

finetuned_from
License & access

apache-2.0

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

text-generation

mozilla-ai/Meta-Llama-3-8B-Instruct-llamafile ↗

Publisher account: mozilla-ai

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

Based on meta-llama/Meta-Llama-3-8B-Instruct

finetuned_from
License & access

other

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

text-generation

SC117/Qwen-AgentWorld-35B-A3B-MTP-APEX-GGUF ↗

Publisher account: SC117

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

Based on Qwen/Qwen-AgentWorld-35B-A3B

quantized_from
License & access

apache-2.0

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

image-text-to-text

mobicham/Qwen2.5-VL-3B-Instruct_int8wo_ao ↗

Publisher account: mobicham

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

hugging-quants/Mixtral-8x7B-Instruct-v0.1-AWQ-INT4 ↗

Publisher account: hugging-quants

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-to-image

pottokao/Qwen-Image-2.1-DiT-GGUF ↗

Publisher account: pottokao

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

Based on Qwen/Qwen-Image-2.1

quantized_from
License & access

other

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

Unclassified

Salesforce/blip-itm-base-coco ↗

Publisher account: Salesforce

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

bsd-3-clause

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

Unclassified

lmstudio-community/Magistral-Small-2509-MLX-4bit ↗

Publisher account: lmstudio-community

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

Based on mistralai/Magistral-Small-2509

quantized_from
License & access

apache-2.0

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

image-text-to-text

lightonai/LightOnOCR-2-1B-bbox ↗

Publisher account: lightonai

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-Coder-30B-A3B-Instruct-abliterated ↗

Publisher account: huihui-ai

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

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

finetuned_from
License & access

apache-2.0

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

Unclassified

minishlab/potion-code-16M ↗

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.

image-classification

timm/vit_large_patch16_224.augreg_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.

image-text-to-text

lmstudio-community/Mistral-Small-3.2-24B-Instruct-2506-MLX-8bit ↗

Publisher account: lmstudio-community

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

Based on mistralai/Mistral-Small-3.2-24B-Instruct-2506

quantized_from
License & access

apache-2.0

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

feature-extraction

facebook/dragon-plus-context-encoder ↗

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

Not listed in metadata

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

feature-extraction

princeton-nlp/sup-simcse-bert-base-uncased ↗

Publisher account: princeton-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

Not listed in metadata

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

text-generation

puwaer/DeepSeek-V4-Flash-0731-reap-150b-gguf ↗

Publisher account: puwaer

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

Based on puwaer/DeepSeek-V4-Flash-0731-reap-150b

quantized_from
License & access

mit

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

image-to-image

caidas/swin2SR-classical-sr-x2-64 ↗

Publisher account: caidas

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

huihui-ai/Huihui-Qwen3-VL-4B-Instruct-abliterated ↗

Publisher account: huihui-ai

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

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

finetuned_from
License & access

apache-2.0

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

Unclassified

langfeng01/GiGPO-Qwen2.5-7B-Instruct-WebShop ↗

Publisher account: langfeng01

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

Based on Qwen/Qwen2.5-7B-Instruct

finetuned_from
License & access

apache-2.0

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

image-classification

zotac-pc/verilens-deepfake-detector-v2 ↗

Publisher account: zotac-pc

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

thu-coai/ShieldLM-6B-chatglm3 ↗

Publisher account: thu-coai

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.

token-classification

Xenova/bert-base-multilingual-cased-ner-hrl ↗

Publisher account: Xenova

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

Based on Davlan/bert-base-multilingual-cased-ner-hrl

quantized_from
License & access

Not listed in metadata

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

Unclassified

mradermacher/llama-joycaption-beta-one-hf-llava-GGUF ↗

Publisher account: mradermacher

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

Based on fancyfeast/llama-joycaption-beta-one-hf-llava

quantized_from
License & access

Not listed in metadata

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

text-generation

QuantTrio/Qwen3-VL-30B-A3B-Thinking-AWQ ↗

Publisher account: QuantTrio

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

Based on Qwen/Qwen3-VL-30B-A3B-Thinking

quantized_from
License & access

apache-2.0

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

zero-shot-image-classification

timm/ViT-SO400M-14-SigLIP2-378 ↗

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.

token-classification

OpenMed/OpenMed-ZeroShot-NER-Chemical-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.

text-generation

Yamada114514/AliceAI-Foundation-80B-A3B-Base-GGUF ↗

Publisher account: Yamada114514

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

Based on yandex/AliceAI-Foundation-80B-A3B-Base

quantized_from
License & access

apache-2.0

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

sentence-similarity

onnx-community/granite-embedding-small-english-r2-ONNX ↗

Publisher account: onnx-community

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

Based on ibm-granite/granite-embedding-small-english-r2

quantized_from
License & access

apache-2.0

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

text-to-speech

prince-canuma/Kokoro-82M ↗

Publisher account: prince-canuma

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

Based on yl4579/StyleTTS2-LJSpeech

finetuned_from
License & access

apache-2.0

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

Unclassified

Babelscape/t5-base-summarization-claim-extractor ↗

Publisher account: Babelscape

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

Based on google/flan-t5-base

finetuned_from
License & access

cc-by-nc-sa-4.0

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

Unclassified

mradermacher/Qwen2.5-14B-Instruct-Heretic-GGUF ↗

Publisher account: mradermacher

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

unsloth/Qwen2.5-Coder-1.5B-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-1.5B-Instruct

quantized_from
License & access

apache-2.0

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

text-to-video

ali-vilab/i2vgen-xl ↗

Publisher account: ali-vilab

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-feature-extraction

timm/eva02_tiny_patch14_224.mim_in22k ↗

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-classification

ianpan/ct-head-hemorrhage-detection ↗

Publisher account: ianpan

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

amd/Qwen3.5-397B-A17B-MoE-MXFP4 ↗

Publisher account: amd

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

Based on Qwen/Qwen3.5-397B-A17B-FP8

quantized_from
License & access

apache-2.0

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

text-generation

bigscience/bloom-1b1 ↗

Publisher account: bigscience

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-generation

neko-legends/Qwen3.6-27B-NVFP4-MTP-GGUF ↗

Publisher account: neko-legends

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

Based on unsloth/Qwen3.6-27B-NVFP4

quantized_from
License & access

apache-2.0

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