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

bartowski/Qwen_Qwen3-4B-GGUF ↗

Publisher account: bartowski

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

Based on Qwen/Qwen3-4B

quantized_from
License & access

Not listed in metadata

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

any-to-any

bartowski/kai-os_Grug-12B-GGUF ↗

Publisher account: bartowski

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

Based on kai-os/Grug-12B

quantized_from
License & access

other

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

text-generation

XHToken/Spark-X2.5-1.7B-GGUF ↗

Publisher account: XHToken

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

Based on XHToken/Spark-X2.5-1.7B

quantized_from
License & access

apache-2.0

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

Unclassified

ibm-granite/granite-4.2-30b-GGUF ↗

Publisher account: ibm-granite

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

Based on ibm-granite/granite-4.2-30b

quantized_from
License & access

apache-2.0

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

automatic-speech-recognition

infinitejoy/wav2vec2-large-xls-r-300m-armenian ↗

Publisher account: infinitejoy

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

circulus/koelectra-polite-v1 ↗

Publisher account: circulus

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/gemma-4-12B-it-QAT-GGUF ↗

Publisher account: lmstudio-community

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

Based on google/gemma-4-12B-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.

image-text-to-text

neroued/Qwen3.8-27B-nvfp4-NInfer ↗

Publisher account: neroued

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.

image-text-to-text

reducto/RolmOCR ↗

Publisher account: reducto

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

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

finetuned_from
License & access

apache-2.0

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

text-generation

LGAI-EXAONE/EXAONE-3.5-7.8B-Instruct ↗

Publisher account: LGAI-EXAONE

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

lmstudio-community/Qwen3.6-35B-A3B-MLX-6bit ↗

Publisher account: lmstudio-community

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.

translation

google-t5/t5-3b ↗

Publisher account: google-t5

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

sdadas/mmlw-retrieval-roberta-large ↗

Publisher account: sdadas

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

JunHowie/Qwen3-14B-GPTQ-Int4 ↗

Publisher account: JunHowie

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

AnkitAI/Parable-Qwen3-8B-Claude-Fable-5-GGUF ↗

Publisher account: AnkitAI

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

Based on Qwen/Qwen3-8B

finetuned_from
License & access

apache-2.0

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

automatic-speech-recognition

stefan-it/wav2vec2-large-xlsr-53-basque ↗

Publisher account: stefan-it

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

jimregan/wav2vec2-large-xlsr-latvian-cv ↗

Publisher account: jimregan

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

Based on facebook/wav2vec2-large-xlsr-53

finetuned_from
License & access

apache-2.0

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

translation

sugoitoolkit/Sugoi-32B-Ultra-GGUF ↗

Publisher account: sugoitoolkit

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

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

quantized_from
License & access

apache-2.0

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

text-to-image

Tencent-Hunyuan/HunyuanDiT-v1.1-Diffusers-Distilled ↗

Publisher account: Tencent-Hunyuan

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

FINAL-Bench/POCKET-26B-GGUF ↗

Publisher account: FINAL-Bench

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

Based on google/gemma-4-26B-A4B-it

quantized_from
License & access

apache-2.0

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

visual-document-retrieval

vidore/colSmol-500M ↗

Publisher account: vidore

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

Based on vidore/ColSmolVLM-Instruct-500M-base

finetuned_from
License & access

mit

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

audio-classification

xbgoose/hubert-large-speech-emotion-recognition-russian-dusha-finetuned ↗

Publisher account: xbgoose

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

Based on facebook/hubert-large-ls960-ft

finetuned_from
License & access

apache-2.0

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

translation

ai4bharat/indictrans2-en-indic-dist-200M ↗

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.

image-classification

BVRA/MegaDescriptor-T-224 ↗

Publisher account: BVRA

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.

feature-extraction

kyutai/mimi ↗

Publisher account: kyutai

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.

Unclassified

ai4bharat/IndicBART ↗

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

Not listed in metadata

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

text-generation

meta-llama/Llama-2-7b-chat-hf ↗

Publisher account: meta-llama

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

llama2

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

text-generation

Qwen/Qwen2-7B-Instruct ↗

Publisher account: Qwen

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

Based on Qwen/Qwen2-7B

finetuned_from
License & access

apache-2.0

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

zero-shot-image-classification

timm/ViT-B-16-SigLIP ↗

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.

image-text-to-text

raxcore-dev/Rax-4.5 ↗

Publisher account: raxcore-dev

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

Based on raxcore-dev/Rax-4.5

finetuned_from
License & access

apache-2.0

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

image-feature-extraction

timm/vit_base_patch16_dinov3.lvd1689m ↗

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

other

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

text-generation

Qwen/Qwen2.5-Math-1.5B ↗

Publisher account: Qwen

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

Based on Qwen/Qwen2.5-1.5B

finetuned_from
License & access

apache-2.0

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

image-to-video

leejet/MiniMax-H3-GGUF ↗

Publisher account: leejet

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

Based on MiniMaxAI/MiniMax-H3

quantized_from
License & access

Not listed in metadata

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

image-classification

haywoodsloan/ai-image-detector-dev-deploy ↗

Publisher account: haywoodsloan

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

Based on haywoodsloan/ai-image-detector-deploy

finetuned_from
License & access

Not listed in metadata

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

text-classification

mrm8488/distilroberta-finetuned-financial-news-sentiment-analysis ↗

Publisher account: mrm8488

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

AtomicChat/Ling-3.0-flash-GGUF ↗

Publisher account: AtomicChat

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

Based on inclusionAI/Ling-3.0-flash

quantized_from
License & access

mit

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

text-generation

TheBloke/Mistral-7B-Instruct-v0.2-AWQ ↗

Publisher account: TheBloke

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

Based on mistralai/Mistral-7B-Instruct-v0.2

quantized_from
License & access

apache-2.0

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

text-to-image

unsloth/Qwen-Image-2.1-FP8 ↗

Publisher account: unsloth

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

Based on Qwen/Qwen-Image-2.1

finetuned_from
License & access

other

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

text-ranking

dragonkue/bge-reranker-v2-m3-ko ↗

Publisher account: dragonkue

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

Based on BAAI/bge-reranker-v2-m3

finetuned_from
License & access

apache-2.0

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

sentence-similarity

sentence-transformers/msmarco-MiniLM-L6-v3 ↗

Publisher account: sentence-transformers

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/Qwen3.5-0.8B-GGUF ↗

Publisher account: unsloth

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

Based on Qwen/Qwen3.5-0.8B

quantized_from
License & access

apache-2.0

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

audio-text-to-text

Qwen/Qwen2-Audio-7B-Instruct ↗

Publisher account: Qwen

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

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

License & access

apache-2.0

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

Unclassified

mistralai/Mistral-Nemo-Instruct-2407 ↗

Publisher account: mistralai

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

Based on mistralai/Mistral-Nemo-Base-2407

finetuned_from
License & access

apache-2.0

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

Unclassified

unsloth/North-Mini-Code-1.0-GGUF ↗

Publisher account: unsloth

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

Based on CohereLabs/North-Mini-Code-1.0

quantized_from
License & access

apache-2.0

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

text-generation

HuggingFaceTB/SmolLM2-1.7B-Instruct ↗

Publisher account: HuggingFaceTB

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

Based on HuggingFaceTB/SmolLM2-1.7B

quantized_from
License & access

apache-2.0

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

text-generation

ornith-ai/Ornith-1.5-9B-MLX-4bit ↗

Publisher account: ornith-ai

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

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

License & access

Not listed in metadata

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

text-generation

AnkitAI/Parable-Qwen3-4B-Claude-Fable-5-GGUF ↗

Publisher account: AnkitAI

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

Based on Qwen/Qwen3-4B

quantized_from
License & access

apache-2.0

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

feature-extraction

microsoft/codebert-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

Not listed in metadata

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

text-generation

utter-project/EuroLLM-1.7B-Instruct ↗

Publisher account: utter-project

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

Based on utter-project/EuroLLM-1.7B

finetuned_from
License & access

apache-2.0

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

text-to-image

Noctaluna/Noct-Q-Uncensored-Qwen-Image-2.1 ↗

Publisher account: Noctaluna

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

Based on Qwen/Qwen-Image-2.1

merged_from
License & access

other

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

text-generation

allenai/OLMo-2-0425-1B ↗

Publisher account: allenai

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

realrebelai/MiniMax-H3_GGUFs ↗

Publisher account: realrebelai

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

Based on Comfy-Org/MiniMax-H3

quantized_from
License & access

unknown

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

image-text-to-text

ukisai/Swift-1.5-Qwen3.8-27B-GGUF ↗

Publisher account: ukisai

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

Based on ukisai/Swift-1.5-Qwen3.8-27b

quantized_from
License & access

other

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

audio-classification

m-a-p/MERT-v1-95M ↗

Publisher account: m-a-p

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

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

License & access

cc-by-nc-4.0

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

image-to-text

Riksarkivet/trocr-base-handwritten-hist-swe-2 ↗

Publisher account: Riksarkivet

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

Based on microsoft/trocr-base-handwritten

finetuned_from
License & access

apache-2.0

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

text-generation

InternScience/Agents-A1-4B-Q8_0-GGUF ↗

Publisher account: InternScience

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

Based on InternScience/Agents-A1-4B

quantized_from
License & access

apache-2.0

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

Unclassified

Comfy-Org/HunyuanVideo_repackaged ↗

Publisher account: Comfy-Org

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

Based on tencent/HunyuanVideo

finetuned_from
License & access

other

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

Unclassified

lmsys/DeepSeek-R1-NextN ↗

Publisher account: lmsys

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

Comfy-Org/ltx-2.3 ↗

Publisher account: Comfy-Org

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

Based on AviadDahan/LTX-2.3-ID-LoRA-CelebVHQ-3K

finetuned_from
License & access

other

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

text-generation

GnLOLot/MiniCPM5-1B-Claude-Opus-Fable5-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-Thinking

quantized_from
License & access

apache-2.0

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