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

tabular-classification

autogluon/mitra-classifier-2 ↗

Publisher account: autogluon

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

zlaabsi/Qwen3.6-27B-OTQ-GGUF ↗

Publisher account: zlaabsi

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-to-image

crynux-network/sdxl-turbo ↗

Publisher account: crynux-network

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

bartowski/Qwen3.8-Flash-Next-GGUF ↗

Publisher account: bartowski

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

Based on Qwen/Qwen3.8-Flash-Next

quantized_from
License & access

other

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

Unclassified

ogkalu/comic-text-and-bubble-detector ↗

Publisher account: ogkalu

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

PeterJinGo/SearchR1-nq_hotpotqa_train-qwen2.5-7b-em-ppo-v0.3 ↗

Publisher account: PeterJinGo

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

pipenetwork/GLM-5.2-REAP50-Q3_K_M-GGUF ↗

Publisher account: pipenetwork

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

Based on zai-org/GLM-5.2

quantized_from
License & access

mit

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

image-text-to-text

HuggingFaceM4/Idefics3-8B-Llama3 ↗

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

apache-2.0

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

Unclassified

programasweights/paw-programs ↗

Publisher account: programasweights

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

mlx-community/Mistral-7B-Instruct-v0.3-4bit ↗

Publisher account: mlx-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

apache-2.0

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

text-generation

TheBloke/Llama-2-7B-Chat-GGUF ↗

Publisher account: TheBloke

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

Based on meta-llama/Llama-2-7b-chat-hf

quantized_from
License & access

llama2

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

image-text-to-text

google/medgemma-1.5-4b-it ↗

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

other

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

text-generation

LiquidAI/LFM2.5-230M ↗

Publisher account: LiquidAI

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

Based on LiquidAI/LFM2.5-230M-Base

finetuned_from
License & access

other

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

image-to-3d

depth-anything/DA3-BASE ↗

Publisher account: depth-anything

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

DeepBeepMeep/LongCat ↗

Publisher account: DeepBeepMeep

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

Based on meituan-longcat/LongCat-Video

finetuned_from
License & access

Not listed in metadata

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

text-classification

michiyasunaga/BioLinkBERT-base ↗

Publisher account: michiyasunaga

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

1-800-BAD-CODE/punct_cap_seg_47_language ↗

Publisher account: 1-800-BAD-CODE

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/Qwen3-VL-8B-Instruct-MLX-4bit ↗

Publisher account: lmstudio-community

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

Based on Qwen/Qwen3-VL-8B-Instruct

quantized_from
License & access

apache-2.0

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

text-generation

Qwen/Qwen2.5-1.5B-Instruct-AWQ ↗

Publisher account: Qwen

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

Based on Qwen/Qwen2.5-1.5B-Instruct

quantized_from
License & access

apache-2.0

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

text-classification

protectai/deberta-v3-base-prompt-injection ↗

Publisher account: protectai

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

Based on microsoft/deberta-v3-base

quantized_from
License & access

apache-2.0

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

text-classification

abhishek085/spark-s1-4b-v6-GGUF ↗

Publisher account: abhishek085

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

Based on abhishek085/spark-s1-4b-v6

quantized_from
License & access

apache-2.0

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

text-generation

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

Publisher account: MaziyarPanahi

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

Not listed in metadata

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

text-generation

bartowski/NousResearch_Hermes-4-14B-GGUF ↗

Publisher account: bartowski

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

Based on NousResearch/Hermes-4-14B

quantized_from
License & access

Not listed in metadata

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

image-classification

timm/seresnext50_32x4d.racm_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-image

Qwen/Qwen-Image-Layered ↗

Publisher account: Qwen

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

lmstudio-community/gemma-3-1b-it-GGUF ↗

Publisher account: lmstudio-community

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

Based on google/gemma-3-1b-it

quantized_from
License & access

gemma

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

text-generation

lmstudio-community/LFM2.5-1.2B-Instruct-MLX-8bit ↗

Publisher account: lmstudio-community

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

Based on LiquidAI/LFM2.5-1.2B-Instruct

quantized_from
License & access

other

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

token-classification

Qwen/Qwen3-ForcedAligner-0.6B-hf ↗

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.

Unclassified

johahi/flashzoi-replicate-0 ↗

Publisher account: johahi

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/rexnet_150.nav_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.

Unclassified

optimum-intel-internal-testing/tiny-random-qwen2vl ↗

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

Not listed in metadata

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

visual-question-answering

dandelin/vilt-b32-finetuned-vqa ↗

Publisher account: dandelin

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-text

PaddlePaddle/PP-OCRv5_mobile_det_onnx ↗

Publisher account: PaddlePaddle

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

palmfuture/Qwen3.6-35B-A3B-GPTQ-Int4 ↗

Publisher account: palmfuture

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.

text-generation

openchat/openchat-3.5-1210 ↗

Publisher account: openchat

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

Based on mistralai/Mistral-7B-v0.1

finetuned_from
License & access

apache-2.0

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

image-text-to-text

QuantTrio/Qwen3.6-27B-AWQ ↗

Publisher account: QuantTrio

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-classification

BVRA/MegaDescriptor-T-CNN-288 ↗

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.

automatic-speech-recognition

software-mansion/react-native-executorch-whisper-tiny.en ↗

Publisher account: software-mansion

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

pottokao/Qwen-Image-2.1-PE-I2I-Heretic-GGUF ↗

Publisher account: pottokao

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

Based on Qwen/Qwen-Image-2.1-PE-I2I

quantized_from
License & access

other

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

text-generation

lmstudio-community/LFM2.5-1.2B-Instruct-MLX-4bit ↗

Publisher account: lmstudio-community

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

Based on LiquidAI/LFM2.5-1.2B-Instruct

quantized_from
License & access

other

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

text-generation

PowCal/Qwen2.5-Math-1.5B-4bit ↗

Publisher account: PowCal

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

Dream-org/Dream-v0-Instruct-7B ↗

Publisher account: Dream-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

apache-2.0

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

fill-mask

zzxslp/RadBERT-RoBERTa-4m ↗

Publisher account: zzxslp

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_order ↗

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.

image-text-to-text

agentionai/Qwen3.8-Flash-Next-Gyro-GGUF ↗

Publisher account: agentionai

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

Based on Qwen/Qwen3.8-Flash-Next

quantized_from
License & access

other

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

Unclassified

MBZUAI/GeoPixel-7B ↗

Publisher account: MBZUAI

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-7B-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-7B-Instruct

quantized_from
License & access

apache-2.0

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

Unclassified

RichardErkhov/MaziyarPanahi_-_Topxtral-4x7B-v0.1-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.

sentence-similarity

jinaai/jina-embeddings-v5-text-small-text-matching ↗

Publisher account: jinaai

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

Based on jinaai/jina-embeddings-v5-text-small

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

ARTPARK-IISc/SraVaani-0.5-live ↗

Publisher account: ARTPARK-IISc

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

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

zero-shot-image-classification

timm/ViT-B-16-SigLIP2-256 ↗

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

jjzha/escoxlmr_skill_extraction ↗

Publisher account: jjzha

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

dphn/dolphin-2.9.4-llama3.1-8b ↗

Publisher account: dphn

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

Based on meta-llama/Llama-3.1-8B

finetuned_from
License & access

llama3.1

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

feature-extraction

sparse-encoder-testing/splade-bert-tiny-nq ↗

Publisher account: sparse-encoder-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-classification

smp-hub/resnet34.imagenet ↗

Publisher account: smp-hub

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

lmstudio-community/LFM2.5-1.2B-Instruct-MLX-6bit ↗

Publisher account: lmstudio-community

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

Based on LiquidAI/LFM2.5-1.2B-Instruct

quantized_from
License & access

other

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

Unclassified

facebook/mbart-large-50 ↗

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

mit

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

text-generation

hmellor/Ilama-3.2-1B ↗

Publisher account: hmellor

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-audio

ACE-Step/Ace-Step1.5 ↗

Publisher account: ACE-Step

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-to-image

SG161222/Realistic_Vision_V6.0_B1_noVAE ↗

Publisher account: SG161222

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.