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

image-text-to-text

mlx-community/Muse-Glimmer-30B-4bit ↗

Publisher account: mlx-community

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

Based on meta-models/Muse-Glimmer-30B

quantized_from
License & access

apache-2.0

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

text-to-image

lodestones/Chroma1-Flash ↗

Publisher account: lodestones

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

kinggeezero/minor2 ↗

Publisher account: kinggeezero

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

mradermacher/Qwen3.5-27B-Deckard-PKD-Heretic-Uncensored-Thinking-i1-GGUF ↗

Publisher account: mradermacher

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

Based on DavidAU/Qwen3.5-27B-Deckard-PKD-Heretic-Uncensored-Thinking

quantized_from
License & access

apache-2.0

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

automatic-speech-recognition

formospeech/whisper-large-v2-taiwanese-hakka-v1 ↗

Publisher account: formospeech

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

Based on openai/whisper-large-v2

finetuned_from
License & access

cc-by-nc-4.0

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

text-generation

apodex/Apodex-1.0-mini ↗

Publisher account: apodex

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

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

finetuned_from
License & access

apache-2.0

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

fill-mask

zhihan1996/DNA_bert_3 ↗

Publisher account: zhihan1996

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

numind/NuExtract-2.0-4B-GPTQ ↗

Publisher account: numind

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

Based on numind/NuExtract-2.0-4B

quantized_from
License & access

mit

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

zero-shot-image-classification

timm/ViT-B-16-SigLIP-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.

text-classification

Genereux-akotenou/BacteriaTIS-DNABERT-K6-89M ↗

Publisher account: Genereux-akotenou

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-PII-German-BiomedELECTRA-Base-110M-v1 ↗

Publisher account: OpenMed

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

Based on microsoft/BiomedNLP-BiomedELECTRA-base-uncased-abstract

finetuned_from
License & access

apache-2.0

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

Unclassified

RichardErkhov/01-ai_-_Yi-6B-200K-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.

Unclassified

nsparks/DeepSeek-V4-Flash-FP4-FP8-GGUF ↗

Publisher account: nsparks

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

Based on deepseek-ai/DeepSeek-V4-Flash

quantized_from
License & access

other

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

feature-extraction

CISCai/jina-embeddings-v3-separation-distilled ↗

Publisher account: CISCai

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

Based on jinaai/jina-embeddings-v3

finetuned_from
License & access

cc-by-nc-4.0

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

image-classification

timm/resnet18.fb_swsl_ig1b_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

cc-by-nc-4.0

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

image-segmentation

facebook/sapiens2-seg-0.4b ↗

Publisher account: facebook

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

Based on facebook/sapiens2-pretrain-0.4b

finetuned_from
License & access

other

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

Unclassified

mradermacher/gemma-4-26B-A4B-it-qat-q4_0-unquantized-uncensored-heretic-v2-i1-GGUF ↗

Publisher account: mradermacher

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

Based on OS-Software/gemma-4-26B-A4B-it-qat-q4_0-unquantized-uncensored-heretic-v2

quantized_from
License & access

apache-2.0

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

Unclassified

Bucoid/Qwen3.8-27B-IQ4-XS-MTP-16GB-VRAM-GGUF ↗

Publisher account: Bucoid

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

01-ai/Yi-34B ↗

Publisher account: 01-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.

Unclassified

mexca/mefarg-open-graph-au-resnet50-stage-2 ↗

Publisher account: mexca

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

mradermacher/Qwopus3.6-35B-A3B-Coder-i1-GGUF ↗

Publisher account: mradermacher

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

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

adapter_of
License & access

apache-2.0

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

fill-mask

Synthyra/Profluent-E1-600M ↗

Publisher account: Synthyra

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.

summarization

IlyaGusev/rut5_base_headline_gen_telegram ↗

Publisher account: IlyaGusev

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

microsoft/trocr-small-stage1 ↗

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

Not listed in metadata

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

token-classification

MostafaMaroof/Naqta ↗

Publisher account: MostafaMaroof

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

Based on FacebookAI/xlm-roberta-large

finetuned_from
License & access

mit

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

automatic-speech-recognition

FermionResearch/Phonon-2 ↗

Publisher account: FermionResearch

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

Based on nvidia/parakeet-tdt-0.6b-v3

quantized_from
License & access

cc-by-4.0

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

text-generation

AEON-7/Gemma-4-26B-A4B-it-Uncensored-NVFP4 ↗

Publisher account: AEON-7

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

Based on TrevorJS/gemma-4-26B-A4B-it-uncensored

quantized_from
License & access

gemma

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

text-generation

cyankiwi/Qwen3-30B-A3B-Thinking-2507-AWQ-4bit ↗

Publisher account: cyankiwi

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

Based on Qwen/Qwen3-30B-A3B-Thinking-2507

quantized_from
License & access

apache-2.0

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

feature-extraction

marksverdhei/Qwen3-Voice-Embedding-12Hz-1.7B ↗

Publisher account: marksverdhei

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

Based on Qwen/Qwen3-TTS-12Hz-1.7B-Base

adapter_of
License & access

apache-2.0

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

Unclassified

calcuis/pig-encoder ↗

Publisher account: calcuis

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.

sentence-similarity

shigureui/Qwen3-VL-Embedding-2B-FP8 ↗

Publisher account: shigureui

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

Based on Qwen/Qwen3-VL-Embedding-2B

quantized_from
License & access

mit

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

Unclassified

34ldl11234/c68-h4 ↗

Publisher account: 34ldl11234

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

naufalihsan/indonesian-sbert-large ↗

Publisher account: naufalihsan

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

openjev/openjev-GGUF ↗

Publisher account: openjev

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

Based on openjev/openjev

quantized_from
License & access

cc-by-nc-4.0

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

image-text-to-text

unsloth/NVIDIA-Nemotron-3.5-Bolt-74B-A9B-GGUF ↗

Publisher account: unsloth

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

Based on nvidia/NVIDIA-Nemotron-3.5-Bolt-74B-A9B-BF16

quantized_from
License & access

other

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

time-series-forecasting

NX-AI/TiRex-2 ↗

Publisher account: NX-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.

graph-ml

eremeev-d/graphpfn-1.3 ↗

Publisher account: eremeev-d

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

TheBloke/DaringFortitude-GGUF ↗

Publisher account: TheBloke

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

Based on sequelbox/Llama2-13B-DaringFortitude

quantized_from
License & access

llama2

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

Unclassified

lpiccinelli/unidepth-v2-vits14 ↗

Publisher account: lpiccinelli

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

nvidia/magpie_tts_multilingual_357m ↗

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-feature-extraction

timm/sam2_hiera_tiny.fb_r896 ↗

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.

sentence-similarity

deutsche-telekom/gbert-large-paraphrase-cosine ↗

Publisher account: deutsche-telekom

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

Based on deepset/gbert-large

finetuned_from
License & access

mit

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

Unclassified

mradermacher/XORTRON.CriminalComputing.2026.4B.Instruct.NEXT-GGUF ↗

Publisher account: mradermacher

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

Based on darkc0de/XORTRON.CriminalComputing.2026.4B.Instruct.NEXT

quantized_from
License & access

apache-2.0

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

Unclassified

Doopeworld/Qwen3.8-27B-DSpark-vLLM ↗

Publisher account: Doopeworld

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

Based on RadixArk/Qwen3.8-27B-DSpark

finetuned_from
License & access

other

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

Unclassified

KebalBaguette/Mistral-Nemo-Instruct-2407-abliterated-AWQ ↗

Publisher account: KebalBaguette

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

Based on natong19/Mistral-Nemo-Instruct-2407-abliterated

quantized_from
License & access

apache-2.0

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

zero-shot-classification

sileod/deberta-v3-base-tasksource-nli ↗

Publisher account: sileod

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

timm/caformer_s18.sail_in22k_ft_in1k_384 ↗

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.

text-to-image

Disty0/FLUX.2-klein-9B-SDNQ-4bit-dynamic-svd-r32 ↗

Publisher account: Disty0

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

Based on black-forest-labs/FLUX.2-klein-9B

quantized_from
License & access

other

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

Unclassified

kmaheerminor/minor2 ↗

Publisher account: kmaheerminor

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

mradermacher/Dongfangshuo-Qwen3.8-27B-NSFW-i1-GGUF ↗

Publisher account: mradermacher

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

Based on dongfangshuo/Dongfangshuo-Qwen3.8-27B-NSFW

quantized_from
License & access

apache-2.0

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

Unclassified

TheBloke/LoKuS-13B-GGUF ↗

Publisher account: TheBloke

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

Based on JoSw-14/LoKuS-13B

quantized_from
License & access

llama2

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

text-generation

inclusionAI/Ling-3.0-flash ↗

Publisher account: inclusionAI

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

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

License & access

mit

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

image-text-to-text

lmstudio-community/Qwen3.5-4B-MLX-4bit ↗

Publisher account: lmstudio-community

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.

automatic-speech-recognition

microsoft/unispeech-sat-base-100h-libri-ft ↗

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

RedHatAI/Llama-3.2-3B-quantized.w8a8 ↗

Publisher account: RedHatAI

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

bartowski/Qwen_Qwen3-VL-32B-Instruct-GGUF ↗

Publisher account: bartowski

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

Based on Qwen/Qwen3-VL-32B-Instruct

quantized_from
License & access

Not listed in metadata

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

Unclassified

ggml-org/gemma-3-270m-qat-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.

Unclassified

braindecode/braindecode-bendr ↗

Publisher account: braindecode

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

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

License & access

bsd-3-clause

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

translation

Helsinki-NLP/opus-mt-en-ROMANCE ↗

Publisher account: Helsinki-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

apache-2.0

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

image-classification

timm/davit_base.msft_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.