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

nm-testing/Qwen3-VL-4B-Instruct-NVFP4 ↗

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.

Unclassified

google/bert_uncased_L-4_H-256_A-4 ↗

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

tencent/Hy3-preview ↗

Publisher account: tencent

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

MaziyarPanahi/Llama-3.3-70B-Instruct-GGUF ↗

Publisher account: MaziyarPanahi

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

Based on meta-llama/Llama-3.3-70B-Instruct

quantized_from
License & access

Not listed in metadata

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

image-segmentation

PramaLLC/BEN2 ↗

Publisher account: PramaLLC

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.

visual-document-retrieval

vidore/colqwen2.5-v0.2 ↗

Publisher account: vidore

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

Based on vidore/colqwen2.5-base

finetuned_from
License & access

mit

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

Unclassified

facebook/mbart-large-50-one-to-many-mmt ↗

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

Not listed in metadata

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

text-generation

MaziyarPanahi/gemma-3-1b-it-GGUF ↗

Publisher account: MaziyarPanahi

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

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

quantized_from
License & access

Not listed in metadata

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

token-classification

OpenMed/OpenMed-NER-OncologyDetect-BigMed-560M ↗

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-to-image

black-forest-labs/FLUX.2-klein-base-4b-fp8 ↗

Publisher account: black-forest-labs

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

AlperKTS/Krea2_FP8 ↗

Publisher account: AlperKTS

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

Qwen/Qwen3-Next-80B-A3B-Instruct-FP8 ↗

Publisher account: Qwen

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

Based on Qwen/Qwen3-Next-80B-A3B-Instruct

quantized_from
License & access

apache-2.0

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

image-to-3d

siyan824/reloc3r-512 ↗

Publisher account: siyan824

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.

tabular-classification

Synthefy/Nori-30M ↗

Publisher account: Synthefy

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

MaziyarPanahi/WizardLM-2-7B-GGUF ↗

Publisher account: MaziyarPanahi

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

Based on microsoft/WizardLM-2-7B

quantized_from
License & access

apache-2.0

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

image-text-to-text

philbert440/Qwen3.8-27B-W4A16-AWQ ↗

Publisher account: philbert440

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.

Unclassified

fabiochiu/t5-base-tag-generation ↗

Publisher account: fabiochiu

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

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

License & access

apache-2.0

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

token-classification

OpenMed/OpenMed-NER-OncologyDetect-TinyMed-65M ↗

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

ciocan/gemma-4-E4B-it-W4A16 ↗

Publisher account: ciocan

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

Based on google/gemma-4-E4B-it

quantized_from
License & access

apache-2.0

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

text-generation

cyankiwi/Ornith-1.0-9B-AWQ-INT4 ↗

Publisher account: cyankiwi

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

Based on deepreinforce-ai/Ornith-1.0-9B

quantized_from
License & access

mit

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

text-generation

RedHatAI/Meta-Llama-3.1-8B-Instruct-FP8 ↗

Publisher account: RedHatAI

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.

audio-classification

m-a-p/MERT-v1-330M ↗

Publisher account: m-a-p

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

MaziyarPanahi/gemma-3-12b-it-GGUF ↗

Publisher account: MaziyarPanahi

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

Based on google/gemma-3-12b-it

quantized_from
License & access

Not listed in metadata

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

text-generation

Salesforce/Llama-xLAM-2-8b-fc-r ↗

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

cc-by-nc-4.0

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

text-generation

MaziyarPanahi/mistral-small-3.1-24b-instruct-2503-hf-GGUF ↗

Publisher account: MaziyarPanahi

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

Based on mrfakename/mistral-small-3.1-24b-instruct-2503-hf

quantized_from
License & access

Not listed in metadata

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

text-generation

AEON-7/Qwen3.6-27B-AEON-Ultimate-Uncensored-Multimodal-NVFP4-MTP-XS ↗

Publisher account: AEON-7

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

Based on AEON-7/Qwen3.6-27B-AEON-Ultimate-Uncensored-BF16

quantized_from
License & access

apache-2.0

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

token-classification

OpenMed/OpenMed-NER-PharmaDetect-ElectraMed-560M ↗

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

SpanBERT/spanbert-large-cased ↗

Publisher account: SpanBERT

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

kenpath/svara-tts-v1 ↗

Publisher account: kenpath

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

Based on canopylabs/3b-hi-ft-research_release

adapter_of
License & access

apache-2.0

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

Unclassified

Rostlab/prot_t5_xl_half_uniref50-enc ↗

Publisher account: Rostlab

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

Vishva007/Qwen3.8-27B-W4A16-AutoRound-GPTQ ↗

Publisher account: Vishva007

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

erwanf/gpt2-mini ↗

Publisher account: erwanf

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

OpenMed/OpenMed-NER-DiseaseDetect-BioPatient-108M ↗

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.

token-classification

OpenMed/OpenMed-NER-PathologyDetect-ModernClinical-395M ↗

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-generation

MaziyarPanahi/Yi-1.5-6B-Chat-GGUF ↗

Publisher account: MaziyarPanahi

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

Based on 01-ai/Yi-1.5-6B-Chat

quantized_from
License & access

apache-2.0

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

text-generation

dreamgen/lucid-v1-nemo ↗

Publisher account: dreamgen

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

Based on mistralai/Mistral-Nemo-Base-2407

finetuned_from
License & access

other

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

text-generation

MaziyarPanahi/Llama-3-8B-Instruct-64k-GGUF ↗

Publisher account: MaziyarPanahi

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

Based on MaziyarPanahi/Llama-3-8B-Instruct-64k

quantized_from
License & access

Not listed in metadata

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

automatic-speech-recognition

handy-computer/canary-1b-v2-gguf ↗

Publisher account: handy-computer

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

Based on nvidia/canary-1b-v2

quantized_from
License & access

cc-by-4.0

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

token-classification

OpenMed/OpenMed-NER-AnatomyDetect-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.

translation

Helsinki-NLP/opus-mt-ko-en ↗

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.

token-classification

OpenMed/OpenMed-NER-OrganismDetect-BioMed-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.

Unclassified

lmstudio-community/gemma-4-E2B-it-GGUF ↗

Publisher account: lmstudio-community

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

Based on google/gemma-4-E2B-it

quantized_from
License & access

apache-2.0

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

token-classification

OpenMed/OpenMed-NER-DNADetect-ElectraMed-560M ↗

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-classification

blanchefort/rubert-base-cased-sentiment ↗

Publisher account: blanchefort

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

MaziyarPanahi/mathstral-7B-v0.1-GGUF ↗

Publisher account: MaziyarPanahi

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

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

quantized_from
License & access

Not listed in metadata

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

text-generation

azukivc/Qwen3.8-27B-Uncensored-GGUF ↗

Publisher account: azukivc

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.

token-classification

OpenMed/OpenMed-NER-BloodCancerDetect-SuperClinical-434M ↗

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

valhalla/t5-base-qg-hl ↗

Publisher account: valhalla

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

NousResearch/Hermes-3-Llama-3.1-70B-FP8 ↗

Publisher account: NousResearch

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

Based on meta-llama/Llama-3.1-70B

finetuned_from
License & access

llama3

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

text-ranking

cross-encoder/ms-marco-MiniLM-L2-v2 ↗

Publisher account: cross-encoder

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

Based on cross-encoder/ms-marco-MiniLM-L12-v2

quantized_from
License & access

apache-2.0

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

token-classification

OpenMed/OpenMed-NER-OncologyDetect-ElectraMed-33M ↗

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.

token-classification

OpenMed/OpenMed-NER-PathologyDetect-SuperClinical-184M ↗

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.

token-classification

OpenMed/OpenMed-NER-OrganismDetect-SuperClinical-184M ↗

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.

token-classification

OpenMed/OpenMed-NER-ChemicalDetect-BioMed-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.

token-classification

OpenMed/OpenMed-NER-PathologyDetect-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

silveroxides/Chroma-GGUF ↗

Publisher account: silveroxides

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

Based on lodestones/Chroma

quantized_from
License & access

apache-2.0

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

token-classification

OpenMed/OpenMed-NER-ChemicalDetect-ModernClinical-149M ↗

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.

token-classification

OpenMed/OpenMed-NER-PharmaDetect-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.

Unclassified

lmsys/DeepSeek-V3-NextN ↗

Publisher account: lmsys

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-AnatomyDetect-SuperClinical-184M ↗

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.