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

Greatjedi/Qwen3.8-27B-Intel-Arc-Tuned-GGUF ↗

Publisher account: Greatjedi

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.

text-generation

RedHatAI/Llama-3.2-1B-Instruct-quantized.w8a8 ↗

Publisher account: RedHatAI

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

Based on meta-llama/Llama-3.2-1B-Instruct

quantized_from
License & access

llama3.2

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

Unclassified

mradermacher/gemma-4-31B-it-noloop-i1-GGUF ↗

Publisher account: mradermacher

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

Based on edgerunner-ai/gemma-4-31B-it-noloop

quantized_from
License & access

apache-2.0

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

Unclassified

ArtomYuan/Qwen3.8-Flash-Next-ROCmFPX ↗

Publisher account: ArtomYuan

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

Based on Qwen/Qwen3.8-Flash-Next

quantized_from
License & access

apache-2.0

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

text-generation

mlx-community/Qwen3.5-27B-OptiQ-4bit ↗

Publisher account: mlx-community

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

Based on Qwen/Qwen3.5-27B

quantized_from
License & access

apache-2.0

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

Unclassified

mPLUG/GUI-Owl-1.5-2B-Instruct ↗

Publisher account: mPLUG

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

StanfordAIMI/SRR-BERT-Leaves-with-Statuses ↗

Publisher account: StanfordAIMI

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.

reinforcement-learning

mradermacher/HERO-35B-A3B-i1-GGUF ↗

Publisher account: mradermacher

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

Based on XLearning-SCU/HERO-35B-A3B

quantized_from
License & access

apache-2.0

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

text-generation

Avesed/Qwen3.6-35B-A3B-INT8-W8A8 ↗

Publisher account: Avesed

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

Based on Qwen/Qwen3.6-35B-A3B

quantized_from
License & access

apache-2.0

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

text-classification

SamLowe/roberta-base-go_emotions-onnx ↗

Publisher account: SamLowe

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/MiniMax-M2.1-REAP-139B-A10B-i1-GGUF ↗

Publisher account: mradermacher

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

Based on cerebras/MiniMax-M2.1-REAP-139B-A10B

quantized_from
License & access

other

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

image-classification

Marc-HealthAI/Crimson-Moon-6-DenseNet161-v2 ↗

Publisher account: Marc-HealthAI

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-ranking

cross-encoder/quora-distilroberta-base ↗

Publisher account: cross-encoder

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

Based on distilbert/distilroberta-base

quantized_from
License & access

apache-2.0

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

Unclassified

TheBloke/zephyr-7B-beta-GGUF ↗

Publisher account: TheBloke

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

Based on HuggingFaceH4/zephyr-7b-beta

quantized_from
License & access

mit

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

Unclassified

silveroxides/flan-t5-xxl-encoder-only-GGUF ↗

Publisher account: silveroxides

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/tiny_vit_11m_224.dist_in22k_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

apache-2.0

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

text-generation

CISCai/Qwen3-Coder-30B-A3B-Instruct-SOTA-GGUF ↗

Publisher account: CISCai

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

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

quantized_from
License & access

apache-2.0

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

image-text-to-text

ggml-org/vllm-d3-flash-GGUF ↗

Publisher account: ggml-org

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

Based on vllm-sr/d3-flash

quantized_from
License & access

apache-2.0

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

image-text-to-text

starskyzheng/ninfer-5080-qwen3.8-27b ↗

Publisher account: starskyzheng

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

bartowski/NousResearch_Hermes-4-405B-GGUF ↗

Publisher account: bartowski

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

Based on NousResearch/Hermes-4-405B

quantized_from
License & access

Not listed in metadata

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

text-ranking

cross-encoder/qnli-distilroberta-base ↗

Publisher account: cross-encoder

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

Based on distilbert/distilroberta-base

quantized_from
License & access

apache-2.0

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

text-to-image

Kotajiro/fuduki_mix ↗

Publisher account: Kotajiro

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

openrail++

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

Unclassified

chronbmm/sanskrit5-multitask ↗

Publisher account: chronbmm

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

facebook/mms-tts-urd-script_arabic ↗

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.

image-text-to-text

numind/NuExtract3-W4A16 ↗

Publisher account: numind

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

Based on numind/NuExtract3

quantized_from
License & access

apache-2.0

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

text-generation

explosion-testing/mpt-test ↗

Publisher account: explosion-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

Naphula/KrakenSakura-Maelstrom-12B-v1-GGUF ↗

Publisher account: Naphula

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

Based on EldritchLabs/KrakenSakura-Maelstrom-12B-v1

quantized_from
License & access

apache-2.0

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

Unclassified

mradermacher/gemma4-E4B-it-abliterated-i1-GGUF ↗

Publisher account: mradermacher

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

Based on treadon/gemma4-E4B-it-abliterated

quantized_from
License & access

apache-2.0

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

text-generation

bartowski/dolphin-2.9.4-llama3.1-8b-GGUF ↗

Publisher account: bartowski

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

Based on dphn/dolphin-2.9.4-llama3.1-8b

quantized_from
License & access

llama3.1

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

other

infinity1096/UFM-Base ↗

Publisher account: infinity1096

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-text-to-text

ukisai/Swift-1.5-Qwen3.8-27b ↗

Publisher account: ukisai

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

Based on Qwen/Qwen3.8-27B

finetuned_from
License & access

other

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

text-generation

Xenova/gpt2 ↗

Publisher account: Xenova

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

Based on openai-community/gpt2

quantized_from
License & access

Not listed in metadata

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

Unclassified

TheDrummer/Rocinante-XL-16B-v1-GGUF ↗

Publisher account: TheDrummer

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

Based on mistralai/Mistral-Nemo-Instruct-2407

quantized_from
License & access

Not listed in metadata

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

image-to-video

city96/LTX-Video-gguf ↗

Publisher account: city96

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

Based on Lightricks/LTX-Video

quantized_from
License & access

other

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

automatic-speech-recognition

kotoba-tech/kotoba-whisper-v2.0-faster ↗

Publisher account: kotoba-tech

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

Alittlehammmer/gemma-4-31B-it-DFlash-GGUF-llama.cpp ↗

Publisher account: Alittlehammmer

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

Based on z-lab/gemma-4-31B-it-DFlash

quantized_from
License & access

apache-2.0

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

sentence-similarity

FinLang/finance-embeddings-investopedia ↗

Publisher account: FinLang

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-text-to-text

darrellbest/Qwen-Image-2.1-PE-I2I-Heretic-GGUF ↗

Publisher account: darrellbest

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

Based on darrellbest/Qwen-Image-2.1-PE-I2I-Heretic

quantized_from
License & access

other

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

image-segmentation

facebook/mask2former-swin-tiny-coco-panoptic ↗

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

other

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

text-generation

audreyt/CyberNeurova-DeepSeek-V4-Flash-abliterated-GGUF ↗

Publisher account: audreyt

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

Based on deepseek-ai/DeepSeek-V4-Flash

quantized_from
License & access

mit

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

text-to-image

DeepFloyd/IF-I-XL-v1.0 ↗

Publisher account: DeepFloyd

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

deepfloyd-if-license

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

Unclassified

mradermacher/Qwen3.6-35B-A3B-abliterated-i1-GGUF ↗

Publisher account: mradermacher

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

Based on wangzhang/Qwen3.6-35B-A3B-abliterated

quantized_from
License & access

apache-2.0

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

Unclassified

mlx-community/Qwen3-ASR-1.7B-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.

image-text-to-text

nightmedia/Qwen3.6-35B-A3B-Fable-Holo3.1-Qwopus-KAT-Coder-C-qx86-hi-mlx ↗

Publisher account: nightmedia

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.

text-generation

AIDXteam/Qwen3-Coder-30B-A3B-Instruct-AWQ ↗

Publisher account: AIDXteam

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

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

quantized_from
License & access

apache-2.0

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

text-generation

mlx-community/Qwen3.6-27B-AEON-Ultimate-Uncensored-BF16-mlx-8Bit ↗

Publisher account: mlx-community

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.

text-generation

alpindale/c4ai-command-r-plus-GPTQ ↗

Publisher account: alpindale

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.

Unclassified

SakuraLLM/Sakura-14B-Qwen3-v1.5-GGUF ↗

Publisher account: SakuraLLM

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.

text-to-speech

mlx-community/Qwen3-TTS-12Hz-0.6B-CustomVoice-6bit ↗

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.

image-text-to-text

unsloth/gemma-4-12b-it-NVFP4 ↗

Publisher account: unsloth

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.

text-to-image

Keltezaa/Flux2_Klein_9B_snofs_v1 ↗

Publisher account: Keltezaa

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

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

adapter_of
License & access

cc-by-nc-nd-4.0

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

text-to-video

alibaba-pai/Wan2.1-Fun-V1.1-14B-InP ↗

Publisher account: alibaba-pai

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

AEON-7/AEON-DFlash-Qwen3.6-35B-A3B ↗

Publisher account: AEON-7

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

Based on AEON-7/Ornith-1.0-35B-AEON-Ultimate-Uncensored-NVFP4

adapter_of
License & access

mit

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

feature-extraction

severinsimmler/xlm-roberta-longformer-large-16384 ↗

Publisher account: severinsimmler

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

HuggingFaceM4/idefics-80b-instruct ↗

Publisher account: HuggingFaceM4

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-ranking

DiTy/cross-encoder-russian-msmarco ↗

Publisher account: DiTy

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

Based on DeepPavlov/rubert-base-cased

finetuned_from
License & access

mit

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

text-to-speech

freyavoice/Freya-TTS ↗

Publisher account: freyavoice

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

gpustack/FLUX.1-lite-GGUF ↗

Publisher account: gpustack

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

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

quantized_from
License & access

other

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

Unclassified

TheBloke/Yi-34B-200K-DARE-megamerge-v8-GGUF ↗

Publisher account: TheBloke

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

Based on brucethemoose/Yi-34B-200K-DARE-megamerge-v8

quantized_from
License & access

other

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

Unclassified

FastVideo/FastVideo-FastH3-4-step-Preview-v1-LoRA ↗

Publisher account: FastVideo

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

Based on MiniMaxAI/MiniMax-H3

adapter_of
License & access

other

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