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

mradermacher/Split-Untied-31B-GGUF ↗

Publisher account: mradermacher

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

Based on Blazed-Forge/Split-Untied-31B

quantized_from
License & access

apache-2.0

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

token-classification

dannashao/bert-base-uncased-finetuned-advanced-srl_arg ↗

Publisher account: dannashao

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

Based on google-bert/bert-base-uncased

finetuned_from
License & access

apache-2.0

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

text-generation

facebook/MobileLLM-Pro-base ↗

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

fair-noncommercial-research-license

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

text-to-video

realrebelai/JoyAI-Echo_GGUF ↗

Publisher account: realrebelai

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

Based on jdopensource/JoyAI-Echo

quantized_from
License & access

Not listed in metadata

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

text-generation

Yurg99/Qwen2.5-Coder-0.5B-Instruct-Gensyn-Swarm-twitchy_pale_hummingbird ↗

Publisher account: Yurg99

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

huihui-ai/Huihui-gemma-4-E2B-it-qat-q4_0-unquantized-abliterated-GGUF ↗

Publisher account: huihui-ai

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

Based on google/gemma-4-E2B-it-qat-q4_0-unquantized

quantized_from
License & access

apache-2.0

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

text-generation

nagarhimanshu37/HackerNet-Model ↗

Publisher account: nagarhimanshu37

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

DrMoriarty0/Qwen3-Coder-30B-A3B-Instruct-GGUF ↗

Publisher account: DrMoriarty0

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.

Unclassified

mradermacher/Mathstral-7B-v0.1-i1-GGUF ↗

Publisher account: mradermacher

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

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

quantized_from
License & access

apache-2.0

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

robotics

hmkang/wam_ctxpool_bmethod ↗

Publisher account: hmkang

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

tomaarsen/setfit-absa-bge-small-en-v1.5-restaurants-aspect ↗

Publisher account: tomaarsen

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

Based on BAAI/bge-small-en-v1.5

finetuned_from
License & access

apache-2.0

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

sentence-similarity

upskyy/gte-base-korean ↗

Publisher account: upskyy

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

Based on Alibaba-NLP/gte-multilingual-base

finetuned_from
License & access

apache-2.0

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

Unclassified

mradermacher/GPT-oss-20B-RoleplaySFT-mxfp4-i1-GGUF ↗

Publisher account: mradermacher

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

Based on CultriX/GPT-oss-20B-RoleplaySFT-mxfp4

quantized_from
License & access

apache-2.0

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

text-generation

lgaalves/gpt2-dolly ↗

Publisher account: lgaalves

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

BeaverAI/Spectre-37B-v1a-GGUF-Dirty ↗

Publisher account: BeaverAI

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

leukas/amlm_hard ↗

Publisher account: leukas

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

FL33TW00D-HF/whisper-tiny ↗

Publisher account: FL33TW00D-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.

Unclassified

MuScriptor/muscriptor-large ↗

Publisher account: MuScriptor

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

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

Unclassified

docling-project/docling-layout-egret-xlarge ↗

Publisher account: docling-project

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

prestoai/qwen3-embedding-0.6b-arabic-ecom ↗

Publisher account: prestoai

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

Based on Qwen/Qwen3-Embedding-0.6B

adapter_of
License & access

apache-2.0

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

text-generation

bartowski/Mellum2.1-12B-A2.5B-Thinking-GGUF ↗

Publisher account: bartowski

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

Based on JetBrains/Mellum2.1-12B-A2.5B-Thinking

quantized_from
License & access

apache-2.0

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

text-generation

ggml-org/Qwen2.5-Coder-1.5B-Q8_0-GGUF ↗

Publisher account: ggml-org

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

Based on Qwen/Qwen2.5-Coder-1.5B

quantized_from
License & access

apache-2.0

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

Unclassified

ReadyArt/Dark-Scarlett-v1.0-35B-A3B-GGUF ↗

Publisher account: ReadyArt

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

StanfordAIMI/XraySigLIP__vit-l-16-siglip-384__webli ↗

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

cc-by-nc-4.0

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

Unclassified

mradermacher/Swift-1.5-Qwen3.8-27B-Uncensored-MTP-i1-GGUF ↗

Publisher account: mradermacher

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

Based on ajgazin/Swift-1.5-Qwen3.8-27B-Uncensored-MTP

quantized_from
License & access

other

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

text-generation

orcarouter/OrcaSAQ-2-27B ↗

Publisher account: orcarouter

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

Alamerton/sl-organism-a-7b ↗

Publisher account: Alamerton

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

Based on Qwen/Qwen2.5-7B-Instruct

finetuned_from
License & access

apache-2.0

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

text-generation

stephenlzc/dolphin-llama3-zh-cn-uncensored ↗

Publisher account: stephenlzc

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

Based on dphn/dolphin-2.9-llama3-8b

quantized_from
License & access

mit

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

Unclassified

arcinstitute/evo2_40b ↗

Publisher account: arcinstitute

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

eskiviski/Qwen2.5-Coder-0.5B-Instruct-Gensyn-Swarm-bellowing_leggy_scorpion ↗

Publisher account: eskiviski

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-segmentation

facebook/mask2former-swin-large-mapillary-vistas-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.

any-to-any

google/gemma-4-E2B-it-qat-q4_0-unquantized-assistant ↗

Publisher account: google

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

Based on google/gemma-4-E2B-it-assistant

finetuned_from
License & access

apache-2.0

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

text-generation

zai-org/glm-edge-4b-chat ↗

Publisher account: zai-org

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

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

License & access

other

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

text-to-image

Koolchh/AnimeBoysXL-v3.0 ↗

Publisher account: Koolchh

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

ai-forever/sage-fredt5-distilled-95m ↗

Publisher account: ai-forever

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

suzukimain/AnimeSeg ↗

Publisher account: suzukimain

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

NeelNanda/GELU_2L512W_C4_Code ↗

Publisher account: NeelNanda

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

onegoai/onego-osearch-gguf ↗

Publisher account: onegoai

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

mradermacher/dolphin-2.9.2-Phi-3-Medium-abliterated-i1-GGUF ↗

Publisher account: mradermacher

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

Based on dphn/dolphin-2.9.2-Phi-3-Medium-abliterated

quantized_from
License & access

mit

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

image-text-to-text

prithivMLmods/Qwen3-VL-8B-Abliterated-Caption-it-GGUF ↗

Publisher account: prithivMLmods

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

Based on prithivMLmods/Qwen3-VL-8B-Abliterated-Caption-it

quantized_from
License & access

apache-2.0

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

Unclassified

ArtomYuan/Ornith-1.5-35B-A3B-ROCmFPX ↗

Publisher account: ArtomYuan

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

Based on ornith-ai/Ornith-1.5-35B-A3B

quantized_from
License & access

apache-2.0

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

text-generation

RedHatAI/NVIDIA-Nemotron-3-Super-120B-A12B-FP8 ↗

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

other

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

video-text-to-text

jdopensource/JoyAI-VL-Interaction-Preview ↗

Publisher account: jdopensource

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

mradermacher/Cydonia-24B-v4.3-absolute-heresy-i1-GGUF ↗

Publisher account: mradermacher

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

Based on MuXodious/Cydonia-24B-v4.3-absolute-heresy

quantized_from
License & access

Not listed in metadata

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

text-generation

legraphista/internlm2-math-plus-20b-IMat-GGUF ↗

Publisher account: legraphista

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

Based on internlm/internlm2-math-plus-20b

quantized_from
License & access

other

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

Unclassified

mradermacher/DeepSeek-R1-Distill-Qwen-7B-Uncensored-i1-GGUF ↗

Publisher account: mradermacher

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

Based on nicoboss/DeepSeek-R1-Distill-Qwen-7B-Uncensored

quantized_from
License & access

mit

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

text-to-image

stabilityai/stable-diffusion-3.5-large-turbo ↗

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

other

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

text-generation

unsloth/NVIDIA-Nemotron-3.5-Lightning-30B-A3B ↗

Publisher account: unsloth

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.

zero-shot-classification

ggml-org/lev-GGUF ↗

Publisher account: ggml-org

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

Based on interfaze-ai/lev

quantized_from
License & access

apache-2.0

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

text-classification

valurank/distilroberta-bias ↗

Publisher account: valurank

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

bartowski/moonshotai_Kimi-K2.6-GGUF ↗

Publisher account: bartowski

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

Based on moonshotai/Kimi-K2.6

quantized_from
License & access

other

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

Unclassified

startlux-models/StartLux-Decision-v1-27B-BF16-GGUF ↗

Publisher account: startlux-models

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

Based on startlux-models/StartLux-Decision-v1-27B

quantized_from
License & access

cc-by-nc-4.0

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

Unclassified

prithivida/grammar_error_correcter_v1 ↗

Publisher account: prithivida

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

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

License & access

Not listed in metadata

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

Unclassified

mradermacher/TerminalHorizon-35B-A3B-i1-GGUF ↗

Publisher account: mradermacher

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

Based on shunzou05/TerminalHorizon-35B-A3B

quantized_from
License & access

apache-2.0

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

text-generation

z-lab/Qwen3.5-9B-DFlash ↗

Publisher account: z-lab

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

Based on Qwen/Qwen3.5-9B

finetuned_from
License & access

apache-2.0

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

text-to-image

GHArt/XXMix_9realisticSDXL_V1.0_xl_fp16 ↗

Publisher account: GHArt

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

mlx-community/Qwen3.5-35B-A3B-4bit ↗

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.

text-to-speech

parler-tts/parler-tts-large-v1 ↗

Publisher account: parler-tts

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

Tomlim/myt5-base ↗

Publisher account: Tomlim

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.