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

video-classification

MCG-NJU/videomae-base ↗

Publisher account: MCG-NJU

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-to-image

unsloth/FLUX.2-klein-9B-GGUF ↗

Publisher account: unsloth

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.

image-text-to-text

nvidia/LocateAnything-3B ↗

Publisher account: nvidia

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

Based on Qwen/Qwen2.5-3B-Instruct

finetuned_from
License & access

other

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

text-to-speech

Qwen/Qwen3-TTS-12Hz-1.7B-VoiceDesign ↗

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.

Unclassified

ggml-org/embeddinggemma-300M-GGUF ↗

Publisher account: ggml-org

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

Based on google/embeddinggemma-300m

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

google/gemma-3-12b-it ↗

Publisher account: google

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

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

finetuned_from
License & access

gemma

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

text-generation

microsoft/Phi-4-mini-instruct ↗

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.

image-segmentation

ZhengPeng7/BiRefNet_lite ↗

Publisher account: ZhengPeng7

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

deepseek-ai/DeepSeek-R1-Distill-Qwen-32B ↗

Publisher account: deepseek-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.

image-text-to-text

empero-ai/Qwythos-9B-v2-GGUF ↗

Publisher account: empero-ai

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

Based on empero-ai/Qwythos-9B-v2

quantized_from
License & access

apache-2.0

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

image-feature-extraction

timm/vit_base_patch14_reg4_dinov2.lvd142m ↗

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.

zero-shot-image-classification

facebook/PE-Core-L14-336 ↗

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

ConwayResearch/Underdog-Saluki-27B-1.0 ↗

Publisher account: ConwayResearch

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

Based on ISTA-DASLab/Qwen3.8-27B-GSQ-RCO-GGUF

quantized_from
License & access

apache-2.0

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

fill-mask

emilyalsentzer/Bio_Discharge_Summary_BERT ↗

Publisher account: emilyalsentzer

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

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

License & access

mit

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

automatic-speech-recognition

Qwen/Qwen3-ASR-1.7B-hf ↗

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.

Unclassified

nvidia/Phi-4-reasoning-plus-NVFP4 ↗

Publisher account: nvidia

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

Based on microsoft/Phi-4-reasoning-plus

quantized_from
License & access

mit

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

text-generation

microsoft/Phi-3.5-mini-instruct ↗

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

unsloth/mistral-7b-v0.3-bnb-4bit ↗

Publisher account: unsloth

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

Based on mistralai/Mistral-7B-v0.3

quantized_from
License & access

apache-2.0

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

text-generation

microsoft/Phi-3-mini-4k-instruct ↗

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.

image-to-image

lightx2v/Qwen-Image-Edit-2511-Lightning ↗

Publisher account: lightx2v

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

google/flan-t5-small ↗

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

prism-ml/Ternary-Bonsai-8B-gguf ↗

Publisher account: prism-ml

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

Based on prism-ml/Ternary-Bonsai-8B-unpacked

quantized_from
License & access

apache-2.0

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

image-feature-extraction

nomic-ai/nomic-embed-vision-v1.5 ↗

Publisher account: nomic-ai

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

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

License & access

apache-2.0

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

text-generation

deepseek-ai/DeepSeek-R1-Distill-Qwen-7B ↗

Publisher account: deepseek-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

Mia-AiLab/Gemmable-4-12B-MTP-GGUF ↗

Publisher account: Mia-AiLab

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-to-video

unsloth/LTX-2.3-GGUF ↗

Publisher account: unsloth

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

Based on Lightricks/LTX-2.3

quantized_from
License & access

other

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

voice-activity-detection

videosdk-live/Namo-Turn-Detector-v1-Korean ↗

Publisher account: videosdk-live

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

Based on distilbert/distilbert-base-multilingual-cased

quantized_from
License & access

apache-2.0

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

text-generation

HuggingFaceTB/SmolLM2-360M ↗

Publisher account: HuggingFaceTB

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

Qwen/Qwen3-VL-4B-Instruct-GGUF ↗

Publisher account: Qwen

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

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

quantized_from
License & access

apache-2.0

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

Unclassified

abhishekchohan/gemma-4-E4B-it-W4A16 ↗

Publisher account: abhishekchohan

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

Based on google/gemma-4-E4B-it

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

unsloth/Qwen3-VL-4B-Instruct-GGUF ↗

Publisher account: unsloth

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

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

quantized_from
License & access

apache-2.0

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

Unclassified

nvidia/Qwen3-VL-235B-A22B-Instruct-NVFP4-MLPerf-Inference-Closed-V6.1-FP8-KV ↗

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

Not listed in metadata

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

sentence-similarity

deepvk/USER-bge-m3 ↗

Publisher account: deepvk

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

sakamakismile/Qwen3.8-27B-MTP-NVFP4 ↗

Publisher account: sakamakismile

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-to-speech

drbaph/Higgs-Audio-v3-Studio ↗

Publisher account: drbaph

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

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

License & access

other

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

Unclassified

city96/umt5-xxl-encoder-gguf ↗

Publisher account: city96

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

Based on google/umt5-xxl

quantized_from
License & access

apache-2.0

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

sentence-similarity

Snowflake/snowflake-arctic-embed-xs ↗

Publisher account: Snowflake

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.

fill-mask

tohoku-nlp/bert-base-japanese-whole-word-masking ↗

Publisher account: tohoku-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

cc-by-sa-4.0

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

text-generation

microsoft/phi-4 ↗

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.

image-text-to-text

internlm/Intern-S1-Pro ↗

Publisher account: internlm

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

unsloth/FLUX.2-klein-4B-GGUF ↗

Publisher account: unsloth

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

Based on black-forest-labs/FLUX.2-klein-4B

quantized_from
License & access

apache-2.0

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

image-text-to-text

microsoft/Florence-2-large ↗

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

deepseek-ai/DeepSeek-V3.1 ↗

Publisher account: deepseek-ai

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

Based on deepseek-ai/DeepSeek-V3.1-Base

quantized_from
License & access

mit

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

automatic-speech-recognition

facebook/wav2vec2-lv-60-espeak-cv-ft ↗

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.

automatic-speech-recognition

DrishtiSharma/wav2vec2-large-xls-r-300m-bg-d2 ↗

Publisher account: DrishtiSharma

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

danielheinz/e5-base-sts-en-de ↗

Publisher account: danielheinz

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

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

License & access

mit

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

feature-extraction

jinaai/jina-embeddings-v2-base-en ↗

Publisher account: jinaai

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

google/byt5-small ↗

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.

audio-classification

facebook/mms-lid-1024 ↗

Publisher account: facebook

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

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

License & access

cc-by-nc-4.0

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

text-generation

z-lab/Qwen3.8-27B-DFlash2-GGUF ↗

Publisher account: z-lab

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

Synaptics/yolov26n_od ↗

Publisher account: Synaptics

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

Based on Synaptics/yolo

quantized_from
License & access

agpl-3.0

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

text-classification

facebook/fasttext-language-identification ↗

Publisher account: facebook

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

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

License & access

cc-by-nc-4.0

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

text-generation

openbmb/MiniCPM5-1B ↗

Publisher account: openbmb

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

microsoft/deberta-large-mnli ↗

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.

image-to-image

black-forest-labs/FLUX.2-klein-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.

feature-extraction

BAAI/bge-large-zh-v1.5 ↗

Publisher account: BAAI

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

llava-hf/llava-onevision-qwen2-0.5b-ov-hf ↗

Publisher account: llava-hf

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

thinkingmachines/Inkling-Small-NVFP4 ↗

Publisher account: thinkingmachines

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

Based on thinkingmachines/Inkling-Small

quantized_from
License & access

apache-2.0

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

text-generation

moonshotai/Kimi-K2-Instruct ↗

Publisher account: moonshotai

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

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

License & access

other

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

text-generation

mistralai/Mistral-7B-v0.1 ↗

Publisher account: mistralai

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.