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

visual-document-retrieval

vidore/colqwen2-v0.1 ↗

Publisher account: vidore

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

Based on vidore/colqwen2-base

finetuned_from
License & access

apache-2.0

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

text-generation

internlm/internlm2-chat-1_8b ↗

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

other

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

Unclassified

ggml-org/DeepSeek-OCR-GGUF ↗

Publisher account: ggml-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

Not listed in metadata

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

text-generation

gaotang/RM-R1-Qwen2.5-Instruct-7B ↗

Publisher account: gaotang

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

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

finetuned_from
License & access

mit

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

visual-document-retrieval

vidore/colSmol-256M ↗

Publisher account: vidore

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

Based on vidore/ColSmolVLM-Instruct-256M-base

finetuned_from
License & access

mit

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

Unclassified

BytedanceDouyinContent/SAIL-VL-1d6-8B ↗

Publisher account: BytedanceDouyinContent

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

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

finetuned_from
License & access

apache-2.0

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

text-to-video

city96/HunyuanVideo-gguf ↗

Publisher account: city96

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

Based on tencent/HunyuanVideo

quantized_from
License & access

other

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

text-generation

unsloth/Qwen2.5-Coder-32B-Instruct-bnb-4bit ↗

Publisher account: unsloth

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

Based on Qwen/Qwen2.5-Coder-32B-Instruct

quantized_from
License & access

apache-2.0

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

Unclassified

mradermacher/Huihui-Qwen3-14B-abliterated-v2-i1-GGUF ↗

Publisher account: mradermacher

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

Based on huihui-ai/Huihui-Qwen3-14B-abliterated-v2

quantized_from
License & access

apache-2.0

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

automatic-speech-recognition

Xenova/wav2vec2-base-960h ↗

Publisher account: Xenova

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

Based on facebook/wav2vec2-base-960h

quantized_from
License & access

Not listed in metadata

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

Unclassified

np-cr/testing-phimoe ↗

Publisher account: np-cr

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/SoliDeoGloria-Gemma-4-31B-it-i1-GGUF ↗

Publisher account: mradermacher

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

Based on moonshineai/SoliDeoGloria-Gemma-4-31B-it

quantized_from
License & access

mit

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

Unclassified

Xenova/flan-t5-base ↗

Publisher account: Xenova

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

Based on google/flan-t5-base

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

bartowski/mistralai_Ministral-3-14B-Instruct-2512-GGUF ↗

Publisher account: bartowski

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

Based on mistralai/Ministral-3-14B-Instruct-2512-BF16

quantized_from
License & access

apache-2.0

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

text-classification

knowledgator/gliclass-large-v3.0 ↗

Publisher account: knowledgator

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/OLMoE-1B-7B-0924-Instruct-i1-GGUF ↗

Publisher account: mradermacher

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

Based on allenai/OLMoE-1B-7B-0924-Instruct

quantized_from
License & access

apache-2.0

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

Unclassified

Jackmin108/debug-moe-0.5B ↗

Publisher account: Jackmin108

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

Lucebox/DeepSeek-V4-Flash-0731-ROCmFP3 ↗

Publisher account: Lucebox

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

Based on deepseek-ai/DeepSeek-V4-Flash-0731

quantized_from
License & access

mit

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

image-text-to-text

nvidia/Muse-Glimmer-30B-NVFP4 ↗

Publisher account: nvidia

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

Based on meta-models/Muse-Glimmer-30B

quantized_from
License & access

apache-2.0

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

text-generation

ltg/normistral-7b-warm-instruct ↗

Publisher account: ltg

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

engmauriciodias33/aura-sovereign-fleet ↗

Publisher account: engmauriciodias33

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-classification

microsoft/resnet-152 ↗

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.

Unclassified

mradermacher/gpt-oss-120b-abliterated-i1-GGUF ↗

Publisher account: mradermacher

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

Based on wangzhang/gpt-oss-120b-abliterated

quantized_from
License & access

apache-2.0

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

visual-question-answering

google/deplot ↗

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-to-audio

LiquidAI/LFM2.5-Audio-1.5B ↗

Publisher account: LiquidAI

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

Based on LiquidAI/LFM2-1.2B

finetuned_from
License & access

other

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

Unclassified

Livesport/pplx-decider-v1.1-27b-GGUF ↗

Publisher account: Livesport

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

Based on perplexity-ai/pplx-decider-v1.1-27b

quantized_from
License & access

apache-2.0

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

token-classification

cstr/fireredpunc-GGUF ↗

Publisher account: cstr

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

Based on FireRedTeam/FireRedPunc

quantized_from
License & access

apache-2.0

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

Unclassified

ticeclock/Swift-Qwen3.8-27B-RCO-GGUF ↗

Publisher account: ticeclock

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

Based on ukisai/Swift-Qwen3.8-27b

quantized_from
License & access

apache-2.0

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

zero-shot-classification

mlx-community/clef-flash-4bit ↗

Publisher account: mlx-community

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

Based on Cloudflare/clef-flash

quantized_from
License & access

apache-2.0

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

zero-shot-classification

openjev/openjev ↗

Publisher account: openjev

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

drowzeys/DeepSeek-V4-Flash-DSpark-Abliterated-Uncensored ↗

Publisher account: drowzeys

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

Based on deepseek-ai/DeepSeek-V4-Flash-DSpark

quantized_from
License & access

mit

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

Unclassified

mradermacher/Artemis-31B-v1.2-abliterix-i1-GGUF ↗

Publisher account: mradermacher

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

Based on kawattaronin/Artemis-31B-v1.2-abliterix

quantized_from
License & access

Not listed in metadata

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

text-to-image

uzumix/realism_engine_krea2_v2 ↗

Publisher account: uzumix

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

Based on krea/Krea-2-Turbo

adapter_of
License & access

Not listed in metadata

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

zero-shot-image-classification

google/siglip2-large-patch16-512 ↗

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.

image-text-to-text

RedHatAI/Qwen2.5-VL-3B-Instruct-FP8-dynamic ↗

Publisher account: RedHatAI

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

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

quantized_from
License & access

apache-2.0

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

Unclassified

mradermacher/LFM2.5-Queen-Opus-4.7-8B-A1B-i1-GGUF ↗

Publisher account: mradermacher

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

Based on aifeifei798/LFM2.5-Queen-Opus-4.7-8B-A1B

quantized_from
License & access

other

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

automatic-speech-recognition

ai4bharat/indicconformer_stt_ta_hybrid_ctc_rnnt_large ↗

Publisher account: ai4bharat

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

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

audio-to-audio

neuphonic/neucodec-onnx-decoder ↗

Publisher account: neuphonic

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

Based on neuphonic/neucodec

quantized_from
License & access

apache-2.0

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

text-generation

clouditera/SecGPT-7B-GGUF ↗

Publisher account: clouditera

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

lpiccinelli/unidepth-v1-vitl14 ↗

Publisher account: lpiccinelli

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

unsloth/Kimi-K2-Thinking-GGUF ↗

Publisher account: unsloth

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

Based on moonshotai/Kimi-K2-Thinking

quantized_from
License & access

other

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

Unclassified

mradermacher/LFM2.5-8B-A1B-Hermes-Agentic-Coder-Abliterated-v2-i1-GGUF ↗

Publisher account: mradermacher

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

Based on DuoNeural/LFM2.5-8B-A1B-Hermes-Agentic-Coder-Abliterated-v2

quantized_from
License & access

other

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

text-classification

NeuML/language-id-quantized ↗

Publisher account: NeuML

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

Based on NeuML/language-id

finetuned_from
License & access

cc-by-sa-3.0

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

image-text-to-text

HeYujie/Qwen3.5-27B-abliterated-GGUF ↗

Publisher account: HeYujie

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

Based on huihui-ai/Huihui-Qwen3.5-27B-abliterated

quantized_from
License & access

apache-2.0

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

text-to-speech

Xenova/speecht5_tts ↗

Publisher account: Xenova

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

Based on microsoft/speecht5_tts

quantized_from
License & access

Not listed in metadata

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

Unclassified

huihui-ai/Huihui-Qwen3-Omni-30B-A3B-Thinking-abliterated ↗

Publisher account: huihui-ai

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

Based on Qwen/Qwen3-Omni-30B-A3B-Thinking

finetuned_from
License & access

apache-2.0

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

text-to-image

realrebelai/LLaDa-Image-Turbo_ComfyUI ↗

Publisher account: realrebelai

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

Based on inclusionAI/LLaDA-Image-Turbo

quantized_from
License & access

Not listed in metadata

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

Unclassified

Comfy-Org/Flux1-Redux-Dev ↗

Publisher account: Comfy-Org

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

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

finetuned_from
License & access

other

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

Unclassified

lmstudio-community/Qwen3-VL-32B-Instruct-GGUF ↗

Publisher account: lmstudio-community

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

Based on Qwen/Qwen3-VL-32B-Instruct

quantized_from
License & access

apache-2.0

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

feature-extraction

BM-K/KoSimCSE-bert-multitask ↗

Publisher account: BM-K

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

lmstudio-community/granite-4.1-8b-GGUF ↗

Publisher account: lmstudio-community

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

Based on ibm-granite/granite-4.1-8b

quantized_from
License & access

apache-2.0

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

Unclassified

mradermacher/deepseek-coder-6.7b-base-i1-GGUF ↗

Publisher account: mradermacher

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

Based on deepseek-ai/deepseek-coder-6.7b-base

quantized_from
License & access

other

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

text-generation

np-cr/testing-glm4-moe ↗

Publisher account: np-cr

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

TheBloke/Athnete-13B-GGUF ↗

Publisher account: TheBloke

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

Based on IkariDev/Athnete-13B

quantized_from
License & access

cc-by-nc-4.0

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

token-classification

globis-university/deberta-v3-japanese-large ↗

Publisher account: globis-university

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-to-audio

MiniMaxAI/MiniMax-Music3 ↗

Publisher account: MiniMaxAI

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.

summarization

deutsche-telekom/mt5-small-sum-de-en-v1 ↗

Publisher account: deutsche-telekom

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.

Unclassified

ReadyArt/Serenity-12B-GGUF ↗

Publisher account: ReadyArt

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

Based on ReadyArt/Serenity-12B

quantized_from
License & access

apache-2.0

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

text-classification

pysentimiento/bert-pt-emotion ↗

Publisher account: pysentimiento

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

baseten/DeepSeek-V3-FP4 ↗

Publisher account: baseten

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.