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

text-generation

Qwen/Qwen3-14B-GGUF ↗

Publisher account: Qwen

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

Based on Qwen/Qwen3-14B

quantized_from
License & access

apache-2.0

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

text-generation

trl-internal-testing/tiny-Qwen3MoeForCausalLM ↗

Publisher account: trl-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.

text-generation

HuggingFaceTB/SmolLM2-360M-Instruct ↗

Publisher account: HuggingFaceTB

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

Based on HuggingFaceTB/SmolLM2-360M

quantized_from
License & access

apache-2.0

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

text-generation

LiquidAI/LFM2.5-8B-A1B-GGUF ↗

Publisher account: LiquidAI

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

Based on LiquidAI/LFM2.5-8B-A1B

quantized_from
License & access

other

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

automatic-speech-recognition

slplab/wav2vec2-large-robust-L2-english-phoneme-recognition ↗

Publisher account: slplab

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

RedHatAI/Llama-Guard-4-12B-quantized.w4a16 ↗

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.

text-generation

huggyllama/llama-7b ↗

Publisher account: huggyllama

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-text-to-text

typhoon-ai/typhoon-ocr1.5-2b ↗

Publisher account: typhoon-ai

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

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

finetuned_from
License & access

apache-2.0

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

text-generation

RedHatAI/Apertus-70B-Instruct-2509-quantized.w4a16 ↗

Publisher account: RedHatAI

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

Based on swiss-ai/Apertus-70B-Instruct-2509

quantized_from
License & access

apache-2.0

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

automatic-speech-recognition

Qwen/Qwen3-ASR-0.6B-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.

text-generation

GnLOLot/MiniCPM5-1B-Claude-Opus-Fable5-V2-Thinking-GGUF ↗

Publisher account: GnLOLot

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

Based on GnLOLot/MiniCPM5-1B-Claude-Opus-Fable5-V2-Thinking

quantized_from
License & access

apache-2.0

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

Unclassified

google/electra-small-discriminator ↗

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.

any-to-any

google/gemma-4-E2B ↗

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.

translation

Helsinki-NLP/opus-mt-zh-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

cc-by-4.0

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

image-text-to-text

MBZUAI/AIN ↗

Publisher account: MBZUAI

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

mistralai/Mistral-7B-v0.3 ↗

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.

image-text-to-text

cyankiwi/Qwen3.5-4B-AWQ-4bit ↗

Publisher account: cyankiwi

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.

text-generation

AngelSlim/Hy3-GGUF ↗

Publisher account: AngelSlim

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

Based on tencent/Hy3

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_large_patch14_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.

Unclassified

optimum-intel-internal-testing/tiny-random-bert ↗

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.

text-generation

Qwen/Qwen2.5-3B ↗

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

other

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

Unclassified

HuggingFaceBio/Carbon-8B-GGUF ↗

Publisher account: HuggingFaceBio

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

Based on HuggingFaceBio/Carbon-8B

quantized_from
License & access

apache-2.0

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

text-generation

yuxinlu1/gemma-4-12B-coder-fable5-composer2.5-v1-GGUF ↗

Publisher account: yuxinlu1

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.

Unclassified

stabilityai/sdxl-vae ↗

Publisher account: stabilityai

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

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

License & access

mit

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

automatic-speech-recognition

ifrz/wav2vec2-large-xlsr-galician ↗

Publisher account: ifrz

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.

automatic-speech-recognition

jonatasgrosman/wav2vec2-large-xlsr-53-french ↗

Publisher account: jonatasgrosman

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.

time-series-forecasting

Datadog/Toto-2.0-22m ↗

Publisher account: Datadog

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.

fill-mask

distilbert/distilbert-base-cased ↗

Publisher account: distilbert

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-speech

wasmdashai/lahja-sa-huba-v1 ↗

Publisher account: wasmdashai

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

Based on wasmdashai/vits-ar-sa-huba-v2

finetuned_from
License & access

Not listed in metadata

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

automatic-speech-recognition

alvanlii/whisper-small-cantonese ↗

Publisher account: alvanlii

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

Based on openai/whisper-small

finetuned_from
License & access

apache-2.0

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

Unclassified

mlx-community/Qwen3-ASR-0.6B-8bit ↗

Publisher account: mlx-community

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

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

License & access

apache-2.0

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

any-to-any

google/gemma-4-26B-A4B-it-assistant ↗

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.

Unclassified

optimum-intel-internal-testing/tiny-random-roberta ↗

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.

feature-extraction

jinaai/jina-embeddings-v3-hf ↗

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

cc-by-nc-4.0

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

text-classification

microsoft/deberta-xlarge-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.

token-classification

OpenMed/OpenMed-NER-ChemicalDetect-ModernMed-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.

automatic-speech-recognition

handy-computer/Qwen3-ASR-1.7B-gguf ↗

Publisher account: handy-computer

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

Based on Qwen/Qwen3-ASR-1.7B

quantized_from
License & access

apache-2.0

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

feature-extraction

sonoisa/t5-base-japanese ↗

Publisher account: sonoisa

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.

image-to-image

ScottzillaSystems/qwen-image-edit-plus-nsfw-lora ↗

Publisher account: ScottzillaSystems

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

Based on Qwen/Qwen-Image-Edit-2511

adapter_of
License & access

openrail++

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

text-to-speech

speechbrain/tts-hifigan-libritts-22050Hz ↗

Publisher account: speechbrain

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

mlx-community/gemma-3-12b-it-4bit ↗

Publisher account: mlx-community

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

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

feature-extraction

microsoft/unixcoder-base ↗

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.

sentence-similarity

cl-nagoya/ruri-v3-30m ↗

Publisher account: cl-nagoya

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

Based on cl-nagoya/ruri-v3-pt-30m

finetuned_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-BigMed-278M ↗

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

HauhauCS/Qwen3.5-4B-Uncensored-HauhauCS-Aggressive ↗

Publisher account: HauhauCS

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

prajjwal1/bert-mini ↗

Publisher account: prajjwal1

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-classification

timm/convnext_small.fb_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-ranking

cross-encoder/stsb-roberta-base ↗

Publisher account: cross-encoder

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

Based on FacebookAI/roberta-base

quantized_from
License & access

apache-2.0

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

text-generation

state-spaces/mamba-130m-hf ↗

Publisher account: state-spaces

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/mt5-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.

Unclassified

microsoft/layoutlmv2-base-uncased ↗

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

cc-by-nc-sa-4.0

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

feature-extraction

laion/larger_clap_music ↗

Publisher account: laion

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

Jzuluaga/accent-id-commonaccent_ecapa ↗

Publisher account: Jzuluaga

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.

tabular-classification

alana89/TabSTAR ↗

Publisher account: alana89

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

Based on intfloat/e5-small-v2

finetuned_from
License & access

cc-by-4.0

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

text-classification

ptouch/phishing-distilbert-cyber207 ↗

Publisher account: ptouch

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.

any-to-any

Qwen/Qwen2.5-Omni-3B ↗

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

other

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

Unclassified

ggml-org/gemma-3-1b-it-GGUF ↗

Publisher account: ggml-org

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

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

quantized_from
License & access

gemma

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

token-classification

OpenMed/OpenMed-NER-BloodCancerDetect-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.

text-classification

FacebookAI/roberta-large-mnli ↗

Publisher account: FacebookAI

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

Qwen/Qwen2.5-3B-Instruct-GGUF ↗

Publisher account: Qwen

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

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

quantized_from
License & access

other

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