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

Unclassified

ggml-org/Qwen3-ASR-1.7B-GGUF ↗

Publisher account: ggml-org

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

Based on Qwen/Qwen3-ASR-1.7B

quantized_from
License & access

Not listed in metadata

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

image-to-video

unsloth/LTX-2-GGUF ↗

Publisher account: unsloth

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

Based on Lightricks/LTX-2

quantized_from
License & access

other

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

feature-extraction

CofeAI/FLM-2-52B-Instruct-2407 ↗

Publisher account: CofeAI

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

bigscience/T0pp ↗

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

apache-2.0

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

text-generation

INCModel3/Qwen3.5-9B-MXFP8-FP8KV-FP8Attn-CT-AutoRound ↗

Publisher account: INCModel3

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

Based on Qwen/Qwen3.5-9B

quantized_from
License & access

Not listed in metadata

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

text-generation

mlx-community/gemma-2-9b-it-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

gemma

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

token-classification

OpenMed/OpenMed-ZeroShot-NER-Protein-XLarge-770M ↗

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.

feature-extraction

peft-internal-testing/tiny-random-RobertaModel ↗

Publisher account: peft-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.

Unclassified

CompendiumLabs/bge-small-zh-v1.5-gguf ↗

Publisher account: CompendiumLabs

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.

fill-mask

kuleshov-group/caduceus-ph_seqlen-131k_d_model-256_n_layer-16 ↗

Publisher account: kuleshov-group

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

ggml-org/gemma-4-31B-it-GGUF ↗

Publisher account: ggml-org

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

Based on google/gemma-4-31B-it

quantized_from
License & access

apache-2.0

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

visual-document-retrieval

nvidia/nemotron-colembed-vl-4b-v2 ↗

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

cc-by-nc-4.0

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

text-generation

microsoft/bitnet-b1.58-2B-4T-gguf ↗

Publisher account: microsoft

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

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

License & access

mit

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

text-generation

null-space/Qwen3-235B-A22B-abliterated-FP8 ↗

Publisher account: null-space

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

Based on Qwen/Qwen3-235B-A22B

quantized_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-Species-XLarge-770M ↗

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

ggml-org/Qwen3-TTS-12Hz-1.7B-Base-GGUF ↗

Publisher account: ggml-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

Not listed in metadata

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

text-generation

google/gemma-1.1-2b-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

gemma

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

image-to-video

stabilityai/stable-video-diffusion-img2vid ↗

Publisher account: stabilityai

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-to-speech

myshell-ai/MeloTTS-Japanese ↗

Publisher account: myshell-ai

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

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

License & access

mit

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

Unclassified

shreyanshu09/gm3-4b ↗

Publisher account: shreyanshu09

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

alana89/TabSTAR-v1.1-cls-20261011 ↗

Publisher account: alana89

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

osllmai-community/Llama-3.2-1B ↗

Publisher account: osllmai-community

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

Based on meta-llama/Llama-3.2-1B

finetuned_from
License & access

llama3.2

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

text-generation

Qwen/Qwen3-4B-MLX-4bit ↗

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.

feature-extraction

perplexity-ai/pplx-embed-v1-4b ↗

Publisher account: perplexity-ai

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

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

License & access

mit

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

text-generation

cyankiwi/Ornith-1.0-35B-AWQ-INT4 ↗

Publisher account: cyankiwi

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

Based on deepreinforce-ai/Ornith-1.0-35B

quantized_from
License & access

mit

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

text-to-image

segmind/small-sd ↗

Publisher account: segmind

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

Based on SG161222/Realistic_Vision_V4.0_noVAE

finetuned_from
License & access

creativeml-openrail-m

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

text-to-image

John6666/hassaku-xl-illustrious-v31-sdxl ↗

Publisher account: John6666

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

Based on OnomaAIResearch/Illustrious-XL-v2.0

merged_from
License & access

other

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

fill-mask

ai4bharat/IndicBERTv2-MLM-only ↗

Publisher account: ai4bharat

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

sshleifer/tiny-dbmdz-bert-large-cased-finetuned-conll03-english ↗

Publisher account: sshleifer

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

dangvantuan/sentence-camembert-base ↗

Publisher account: dangvantuan

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

utter-project/EuroLLM-1.7B ↗

Publisher account: utter-project

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

microsoft/resnet-101 ↗

Publisher account: microsoft

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

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

License & access

apache-2.0

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

Unclassified

mlabonne/Meta-Llama-3.1-8B-Instruct-abliterated-GGUF ↗

Publisher account: mlabonne

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

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

quantized_from
License & access

llama3.1

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

Unclassified

pysentimiento/robertuito-hate-speech ↗

Publisher account: pysentimiento

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

bartowski/gemma-2-9b-it-GGUF ↗

Publisher account: bartowski

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

Based on google/gemma-2-9b-it

quantized_from
License & access

gemma

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

image-text-to-text

mlx-community/gemma-4-e4b-it-4bit ↗

Publisher account: mlx-community

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

Based on google/gemma-4-E4B-it

quantized_from
License & access

gemma

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

Unclassified

Comfy-Org/sam-3d-body ↗

Publisher account: Comfy-Org

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

Based on facebook/sam-3d-body-dinov3

finetuned_from
License & access

other

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

any-to-any

RedHatAI/gemma-4-12B-it-NVFP4 ↗

Publisher account: RedHatAI

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

Based on google/gemma-4-12B-it

quantized_from
License & access

apache-2.0

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

time-series-forecasting

autogluon/chronos-t5-base ↗

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.

text-generation

prism-ml/Bonsai-4B-gguf ↗

Publisher account: prism-ml

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

Based on prism-ml/Bonsai-4B-unpacked

quantized_from
License & access

apache-2.0

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

Unclassified

google/mt5-xl ↗

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.

text-generation

lmstudio-community/NVIDIA-Nemotron-3-Nano-30B-A3B-MLX-8bit ↗

Publisher account: lmstudio-community

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

Based on nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B-BF16

finetuned_from
License & access

other

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

image-text-to-text

toeniant/Qwen-SEA-LION-v4.5-27B-IT-FP8-Dynamic ↗

Publisher account: toeniant

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

Based on aisingapore/Qwen-SEA-LION-v4.5-27B-IT

quantized_from
License & access

mit

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

token-classification

samrawal/bert-base-uncased_clinical-ner ↗

Publisher account: samrawal

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

LiquidAI/LFM2.5-VL-1.6B-GGUF ↗

Publisher account: LiquidAI

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

Based on LiquidAI/LFM2.5-VL-1.6B

quantized_from
License & access

other

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

Unclassified

mradermacher/Qwen3.8-14B-Instruct-Turbo-GGUF ↗

Publisher account: mradermacher

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

Based on ewinregirgojr/Qwen3.8-14B-Instruct-Turbo

quantized_from
License & access

apache-2.0

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

text-generation

meta-llama/Llama-Guard-3-1B ↗

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

llama3.2

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

Unclassified

optimum-intel-internal-testing/tiny-random-llava-next-video ↗

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.

Unclassified

lmstudio-community/Ministral-3-14B-Reasoning-2512-GGUF ↗

Publisher account: lmstudio-community

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

Based on mistralai/Ministral-3-14B-Reasoning-2512

quantized_from
License & access

apache-2.0

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

text-generation

SC117/Agents-A1-MTP-APEX-GGUF ↗

Publisher account: SC117

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

Based on InternScience/Agents-A1

quantized_from
License & access

apache-2.0

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

Unclassified

abhinand/MedEmbed-small-v0.1 ↗

Publisher account: abhinand

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

Based on BAAI/bge-small-en-v1.5

finetuned_from
License & access

apache-2.0

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

zero-shot-image-classification

Marqo/marqo-fashionCLIP ↗

Publisher account: Marqo

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

lmstudio-community/gpt-oss-120b-MLX-8bit ↗

Publisher account: lmstudio-community

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

Based on openai/gpt-oss-120b

quantized_from
License & access

apache-2.0

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

text-classification

snunlp/KR-FinBert-SC ↗

Publisher account: snunlp

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

abdur197/fine-tuned-column-mapper ↗

Publisher account: abdur197

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

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

finetuned_from
License & access

Not listed in metadata

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

zero-shot-image-classification

apple/MobileCLIP-S2-OpenCLIP ↗

Publisher account: apple

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

apple-amlr

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

fill-mask

julien-c/bert-xsmall-dummy ↗

Publisher account: julien-c

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.

token-classification

OpenMed/OpenMed-ZeroShot-NER-Organism-Tiny-60M ↗

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.

object-detection

ustc-community/dfine-xlarge-coco ↗

Publisher account: ustc-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.

audio-classification

Xenova/ast-finetuned-audioset-10-10-0.4593 ↗

Publisher account: Xenova

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

Based on MIT/ast-finetuned-audioset-10-10-0.4593

quantized_from
License & access

Not listed in metadata

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