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

depth-estimation

LiheYoung/depth_anything_vitb14 ↗

Publisher account: LiheYoung

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

Comfy-Org/stable-audio-3 ↗

Publisher account: Comfy-Org

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

Based on stabilityai/stable-audio-3-medium

finetuned_from
License & access

other

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

token-classification

Davlan/distilbert-base-multilingual-cased-ner-hrl ↗

Publisher account: Davlan

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

afl-3.0

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

Unclassified

nvidia/Cosmos3-Nano ↗

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.

text-generation

MaxJeblick/llama2-0b-unit-test ↗

Publisher account: MaxJeblick

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

QUASAR-QAT/Qwen3.8-27B-QUASAR-NVFP4 ↗

Publisher account: QUASAR-QAT

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

Based on Qwen/Qwen3.8-27B

quantized_from
License & access

apache-2.0

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

text-generation

MaziyarPanahi/Qwen3-4B-Instruct-2507-GGUF ↗

Publisher account: MaziyarPanahi

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

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

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

HauhauCS/Qwen3.5-35B-A3B-Uncensored-HauhauCS-Aggressive ↗

Publisher account: HauhauCS

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

Based on Qwen/Qwen3.5-35B-A3B

quantized_from
License & access

apache-2.0

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

text-to-image

city96/FLUX.1-schnell-gguf ↗

Publisher account: city96

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

Based on black-forest-labs/FLUX.1-schnell

quantized_from
License & access

apache-2.0

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

text-generation

hugging-quants/Meta-Llama-3.1-8B-Instruct-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

llama3.1

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

image-text-to-text

openbmb/MiniCPM-V-4.7-35B-A3B-gguf ↗

Publisher account: openbmb

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

Based on openbmb/MiniCPM-V-4.7-35B-A3B

quantized_from
License & access

apache-2.0

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

text-generation

typhoon-ai/llama3.1-typhoon2-8b-instruct ↗

Publisher account: typhoon-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

llama3.1

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

sentence-similarity

intfloat/e5-large ↗

Publisher account: intfloat

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

Comfy-Org/flux1-kontext-dev_ComfyUI ↗

Publisher account: Comfy-Org

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

Based on black-forest-labs/FLUX.1-Kontext-dev

finetuned_from
License & access

other

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

text-to-audio

CaptainArni/audio.cpp-gguf ↗

Publisher account: CaptainArni

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

Based on ACE-Step/acestep-v15-xl-sft

quantized_from
License & access

mit

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

Unclassified

ReadyArt/Serenity-26B-A4B-GGUF ↗

Publisher account: ReadyArt

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

Based on ReadyArt/Serenity-26B-A4B

quantized_from
License & access

apache-2.0

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

Unclassified

realrebelai/KREA-2_GGUFs ↗

Publisher account: realrebelai

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

Based on krea/Krea-2-Turbo

quantized_from
License & access

other

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

image-text-to-text

lmstudio-community/gemma-4-31B-it-MLX-8bit ↗

Publisher account: lmstudio-community

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.

any-to-any

cyankiwi/gemma-4-12B-it-AWQ-INT4 ↗

Publisher account: cyankiwi

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.

automatic-speech-recognition

Systran/faster-distil-whisper-medium.en ↗

Publisher account: Systran

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-speech

kyutai/tts-1.6b-en_fr ↗

Publisher account: kyutai

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

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

License & access

cc-by-4.0

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

token-classification

OpenMed/OpenMed-NER-DiseaseDetect-TinyMed-135M ↗

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.

image-text-to-text

lmstudio-community/gemma-4-31B-it-MLX-4bit ↗

Publisher account: lmstudio-community

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.

image-text-to-text

Qwen/Qwen3-VL-30B-A3B-Instruct-FP8 ↗

Publisher account: Qwen

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

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

quantized_from
License & access

apache-2.0

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

Unclassified

lmstudio-community/Qwen3.6-35B-A3B-GGUF ↗

Publisher account: lmstudio-community

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.

mask-generation

facebook/sam2.1-hiera-tiny ↗

Publisher account: facebook

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

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

License & access

apache-2.0

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

text-generation

zai-org/GLM-4.5 ↗

Publisher account: zai-org

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

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

License & access

mit

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

mask-generation

facebook/sam2.1-hiera-base-plus ↗

Publisher account: facebook

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

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

License & access

apache-2.0

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

text-generation

katuni4ka/tiny-random-phi3 ↗

Publisher account: katuni4ka

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

ai-sage/GigaChat3.1-Audio-10B-A1.8B ↗

Publisher account: ai-sage

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

Based on ai-sage/GigaChat3.1-10B-A1.8B

finetuned_from
License & access

mit

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

text-to-speech

bosonai/higgs-tts-3-4b ↗

Publisher account: bosonai

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

antirez/qwen3.8-flash-next-gguf ↗

Publisher account: antirez

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.

token-classification

OpenMed/OpenMed-NER-GenomicDetect-SnowMed-568M ↗

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.

image-feature-extraction

F1nnSBK/lunar-dinov3-lora ↗

Publisher account: F1nnSBK

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.

Unclassified

docling-project/docling-layout-heron-onnx ↗

Publisher account: docling-project

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

Based on docling-project/docling-layout-heron

quantized_from
License & access

apache-2.0

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

image-text-to-text

bartowski/Qwen_Qwen3.5-4B-GGUF ↗

Publisher account: bartowski

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

Based on Qwen/Qwen3.5-4B

quantized_from
License & access

apache-2.0

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

image-classification

docling-project/DocumentFigureClassifier-v2.5 ↗

Publisher account: docling-project

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

Based on google/efficientnet-b0

quantized_from
License & access

mit

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

zero-shot-classification

MoritzLaurer/mDeBERTa-v3-base-mnli-xnli ↗

Publisher account: MoritzLaurer

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-llava-next ↗

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.

token-classification

OpenMed/OpenMed-NER-ChemicalDetect-PubMed-335M ↗

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-to-image

optimum-intel-internal-testing/stable-diffusion-3-tiny-random ↗

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

Sahabat-AI/gemma2-9b-cpt-sahabatai-v1-instruct ↗

Publisher account: Sahabat-AI

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

Based on GoToCompany/gemma2-9b-cpt-sahabatai-v1-base

finetuned_from
License & access

gemma

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

automatic-speech-recognition

sarahai/uzbek-stt-3 ↗

Publisher account: sarahai

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

jegreene/Swift-1.5-Qwen3.8-27B-heretic-GSQ-RCO-GGUF ↗

Publisher account: jegreene

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

Based on ukisai/Swift-1.5-Qwen3.8-27b

quantized_from
License & access

other

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

question-answering

monologg/koelectra-base-v3-finetuned-korquad ↗

Publisher account: monologg

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.

audio-to-audio

audio-cpp/SAM-Audio-GGUF ↗

Publisher account: audio-cpp

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

Based on facebook/sam-audio-large

quantized_from
License & access

other

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

image-text-to-text

QuantTrio/gemma-4-31B-it-AWQ ↗

Publisher account: QuantTrio

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.

Unclassified

nm-testing/tinysmokellama-3.2 ↗

Publisher account: nm-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.

sentence-similarity

efederici/e5-base-multilingual-4096 ↗

Publisher account: efederici

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

Qwen/Qwen2.5-32B-Instruct-GPTQ-Int8 ↗

Publisher account: Qwen

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

Based on Qwen/Qwen2.5-32B-Instruct

quantized_from
License & access

apache-2.0

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

text-classification

circulus/koelectra-sentiment-v1 ↗

Publisher account: circulus

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-speech

pnnbao-ump/VieNeu-TTS-0.3B-q4-gguf ↗

Publisher account: pnnbao-ump

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

Based on pnnbao-ump/VieNeu-TTS-0.3B

quantized_from
License & access

cc-by-nc-4.0

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

sentence-similarity

snunlp/KR-SBERT-V40K-klueNLI-augSTS ↗

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

Qdrant/bge-base-en-v1.5-onnx-Q ↗

Publisher account: Qdrant

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

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

quantized_from
License & access

mit

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

text-generation

mlx-community/Kimi-K2.5 ↗

Publisher account: mlx-community

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

Based on moonshotai/Kimi-K2.5

quantized_from
License & access

other

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

image-to-image

lrzjason/Anything2Real ↗

Publisher account: lrzjason

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.

Unclassified

ProCreations/grug-27b-mtp-gguf ↗

Publisher account: ProCreations

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

Based on ProCreations/grug-27b-mtp

quantized_from
License & access

apache-2.0

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

text-generation

MaziyarPanahi/Mistral-Small-Instruct-2409-GGUF ↗

Publisher account: MaziyarPanahi

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

Based on mistralai/Mistral-Small-Instruct-2409

quantized_from
License & access

Not listed in metadata

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

Unclassified

biu-nlp/f-coref ↗

Publisher account: biu-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

mit

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

text-generation

openai-community/openai-gpt ↗

Publisher account: openai-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

mit

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