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

text-generation

codellama/CodeLlama-34b-Instruct-hf ↗

Publisher account: codellama

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

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

Unclassified

optimum-intel-internal-testing/tiny-random-qwen3.5-moe-mtp ↗

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.

automatic-speech-recognition

mlx-community/whisper-tiny ↗

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

Not listed in metadata

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

text-generation

nvidia/DeepSeek-V4-Flash-NVFP4 ↗

Publisher account: nvidia

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

Based on deepseek-ai/DeepSeek-V4-Flash

quantized_from
License & access

mit

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

image-to-image

ml-resources/flux-3-image-klein-comfy ↗

Publisher account: ml-resources

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

Based on black-forest-labs/flux-3-image-klein

finetuned_from
License & access

other

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

text-to-image

Wuli-art/Qwen-Image-2512-Turbo-LoRA-2-Steps ↗

Publisher account: Wuli-art

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.

automatic-speech-recognition

argmaxinc/speakerkit-pro ↗

Publisher account: argmaxinc

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-feature-extraction

owkin/phikon-v2 ↗

Publisher account: owkin

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.

Unclassified

Comfy-Org/lotus ↗

Publisher account: Comfy-Org

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

Based on jingheya/lotus-depth-d-v1-1

finetuned_from
License & access

apache-2.0

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

sentence-similarity

NeuML/pylate-bert-tiny ↗

Publisher account: NeuML

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

Based on google/bert_uncased_L-2_H-128_A-2

finetuned_from
License & access

apache-2.0

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

image-text-to-text

allenai/Molmo2-O-7B ↗

Publisher account: allenai

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

Based on allenai/Olmo-3-7B-Instruct

finetuned_from
License & access

apache-2.0

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

text-generation

legraphista/glm-4-9b-chat-IMat-GGUF ↗

Publisher account: legraphista

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

Based on zai-org/glm-4-9b-chat

quantized_from
License & access

other

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

Unclassified

facebook/tribev2 ↗

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.

image-classification

timm/mobilenetv4_conv_medium.e250_r384_in12k_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.

robotics

lerobot/pi0_base ↗

Publisher account: lerobot

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

Based on google/paligemma-3b-pt-224

finetuned_from
License & access

gemma

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

Unclassified

kernels-community/activation ↗

Publisher account: kernels-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-classification

Bencode92/tradepulse-finbert-sentiment ↗

Publisher account: Bencode92

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

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

License & access

apache-2.0

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

Unclassified

mradermacher/Cydonia-24B-v4.3-absolute-heresy-GGUF ↗

Publisher account: mradermacher

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

Based on MuXodious/Cydonia-24B-v4.3-absolute-heresy

quantized_from
License & access

Not listed in metadata

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

question-answering

TIGER-Lab/general-verifier ↗

Publisher account: TIGER-Lab

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

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

finetuned_from
License & access

apache-2.0

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

text-generation

google/gemma-2-27b-it ↗

Publisher account: google

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

Based on google/gemma-2-27b

finetuned_from
License & access

gemma

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

Unclassified

nvidia/prompt-task-and-complexity-classifier ↗

Publisher account: nvidia

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-segmentation

openmmlab/upernet-swin-large ↗

Publisher account: openmmlab

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.

automatic-speech-recognition

onnx-community/whisper-small_timestamped ↗

Publisher account: onnx-community

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

Based on openai/whisper-small

quantized_from
License & access

Not listed in metadata

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

image-to-image

prithivMLmods/Qwen-Image-Edit-2511-Hyper-Realistic-Portrait ↗

Publisher account: prithivMLmods

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

Based on Qwen/Qwen-Image-Edit-2511

adapter_of
License & access

apache-2.0

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

feature-extraction

codefuse-ai/F2LLM-v2-80M ↗

Publisher account: codefuse-ai

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

Based on codefuse-ai/F2LLM-v2-0.6B-Preview-Pruned-80M

finetuned_from
License & access

apache-2.0

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

fill-mask

studio-ousia/luke-base ↗

Publisher account: studio-ousia

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

chendelong/DirectSAM-1800px-0424 ↗

Publisher account: chendelong

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

Hierarchy-Transformers/HiT-MiniLM-L12-SnomedCT ↗

Publisher account: Hierarchy-Transformers

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

Based on sentence-transformers/all-MiniLM-L12-v2

finetuned_from
License & access

apache-2.0

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

text-generation

qqlabs/llama3_1_relevance_dev ↗

Publisher account: qqlabs

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

unsloth/LFM2.5-8B-A1B-GGUF ↗

Publisher account: unsloth

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

Based on LiquidAI/LFM2.5-8B-A1B

quantized_from
License & access

other

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

image-text-to-text

nameistoken/Qwen3.6-35B-A3B-Quark-W8A8-INT8 ↗

Publisher account: nameistoken

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

allenai/Olmo-3.1-32B-Instruct ↗

Publisher account: allenai

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

Based on allenai/Olmo-3.1-32B-Instruct-DPO

finetuned_from
License & access

apache-2.0

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

token-classification

OpenMed/OpenMed-ZeroShot-NER-Organism-Base-220M ↗

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

mozilla-ai/TinyLlama-1.1B-Chat-v1.0-llamafile ↗

Publisher account: mozilla-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

Salesforce/blip2-flan-t5-xl ↗

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

mit

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

Unclassified

mlx-community/Ministral-3-3B-Instruct-2512-4bit ↗

Publisher account: mlx-community

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

Based on mistralai/Ministral-3-3B-Base-2512

quantized_from
License & access

apache-2.0

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

text-generation

moonshotai/Moonlight-16B-A3B ↗

Publisher account: moonshotai

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/cwm ↗

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

fair-noncommercial-research-license

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

feature-extraction

sonoisa/sentence-bert-base-ja-mean-tokens ↗

Publisher account: sonoisa

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.

fill-mask

indolem/indobertweet-base-uncased ↗

Publisher account: indolem

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-feature-extraction

facebook/sapiens-pretrain-1b-torchscript ↗

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-to-speech

kensora/kokoro-coreml ↗

Publisher account: kensora

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

M4-ai/TinyMistral-248M-v2-Instruct-GGUF ↗

Publisher account: M4-ai

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

Based on Locutusque/TinyMistral-248M-v2-Instruct

quantized_from
License & access

apache-2.0

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

Unclassified

giannisan/Hy3-ds4-gguf ↗

Publisher account: giannisan

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

Based on tencent/Hy3

quantized_from
License & access

Not listed in metadata

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

text-to-video

Wan-AI/Wan2.2-TI2V-5B ↗

Publisher account: Wan-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.

text-generation

TheBloke/CausalLM-7B-GGUF ↗

Publisher account: TheBloke

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

Based on CausalLM/7B

quantized_from
License & access

wtfpl

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

text-to-image

Heartsync/NSFW-Uncensored ↗

Publisher account: Heartsync

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.

feature-extraction

tanganke/clip-vit-base-patch32_sun397 ↗

Publisher account: tanganke

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

Based on openai/clip-vit-base-patch32

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

utautako/Qwen3.6-27B-NVIDIA-NVFP4-MTP-GGUF ↗

Publisher account: utautako

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.

feature-extraction

emarro/pcad2-200M-cnet-baseline ↗

Publisher account: emarro

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

Efficient-Large-Model/VILA1.5-3b ↗

Publisher account: Efficient-Large-Model

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.

feature-extraction

tanganke/clip-vit-base-patch32_gtsrb ↗

Publisher account: tanganke

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

Based on openai/clip-vit-base-patch32

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

mlx-community/Qwen2.5-VL-7B-Instruct-4bit ↗

Publisher account: mlx-community

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

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

finetuned_from
License & access

apache-2.0

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

text-generation

zianglih/JoyAI-LLM-Flash-MXFP8-last-6-BF16 ↗

Publisher account: zianglih

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

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

License & access

Not listed in metadata

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

text-to-video

bullerwins/Wan2.2-T2V-A14B-GGUF ↗

Publisher account: bullerwins

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

Based on Wan-AI/Wan2.2-T2V-A14B

quantized_from
License & access

apache-2.0

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

feature-extraction

tanganke/clip-vit-base-patch32_mnist ↗

Publisher account: tanganke

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

Based on openai/clip-vit-base-patch32

finetuned_from
License & access

Not listed in metadata

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

fill-mask

sbintuitions/modernbert-ja-130m ↗

Publisher account: sbintuitions

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

Qwen/Qwen-Image-2.1-PE-I2I ↗

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

other

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

text-generation

QuantTrio/Qwen3-VL-235B-A22B-Thinking-AWQ ↗

Publisher account: QuantTrio

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

Based on Qwen/Qwen3-VL-235B-A22B-Thinking

quantized_from
License & access

apache-2.0

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