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

image-to-video

QuantStack/Wan2.2-I2V-A14B-GGUF ↗

Publisher account: QuantStack

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

Based on Wan-AI/Wan2.2-I2V-A14B

quantized_from
License & access

apache-2.0

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

text-generation

meta-llama/Llama-3.2-1B ↗

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

llama3.2

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

text-generation

cyankiwi/MiniCPM-SALA-AWQ-8bit ↗

Publisher account: cyankiwi

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

Based on openbmb/MiniCPM-SALA

quantized_from
License & access

apache-2.0

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

image-text-to-text

unsloth/Qwen3.6-35B-A3B-NVFP4 ↗

Publisher account: unsloth

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.

image-classification

microsoft/resnet-18 ↗

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.

voice-activity-detection

pyannote/segmentation ↗

Publisher account: pyannote

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.

text-classification

j-hartmann/emotion-english-distilroberta-base ↗

Publisher account: j-hartmann

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

openbmb/MiniCPM-o-4_5 ↗

Publisher account: openbmb

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-E4B-it-GGUF ↗

Publisher account: unsloth

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

Based on google/gemma-4-E4B-it

quantized_from
License & access

apache-2.0

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

automatic-speech-recognition

distil-whisper/distil-large-v3 ↗

Publisher account: distil-whisper

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

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

License & access

mit

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

automatic-speech-recognition

eddiegulay/wav2vec2-large-xlsr-mvc-swahili ↗

Publisher account: eddiegulay

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.

feature-extraction

Xenova/bge-small-en-v1.5 ↗

Publisher account: Xenova

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

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

quantized_from
License & access

Not listed in metadata

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

text-to-speech

Qwen/Qwen3-TTS-12Hz-0.6B-Base ↗

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.

image-text-to-text

peculiar-ragdoll/Cyber-Tiel-Coder-35B-A3B-GGUF-MTP ↗

Publisher account: peculiar-ragdoll

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

Based on huihui-ai/Huihui-Ornith-1.5-35B-A3B-abliterated

quantized_from
License & access

mit

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

image-text-to-text

lmstudio-community/Qwen3.5-9B-MLX-8bit ↗

Publisher account: lmstudio-community

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

Based on Qwen/Qwen3.5-9B

quantized_from
License & access

apache-2.0

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

text-classification

trl-internal-testing/tiny-Qwen2ForSequenceClassification-2.5 ↗

Publisher account: trl-internal-testing

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

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

License & access

Not listed in metadata

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

image-classification

timm/repvgg_a0.rvgg_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

mit

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

text-generation

meta-llama/Meta-Llama-3-8B-Instruct ↗

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

llama3

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

text-generation

Qwen/Qwen3-8B-GGUF ↗

Publisher account: Qwen

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

Based on Qwen/Qwen3-8B

quantized_from
License & access

apache-2.0

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

text-classification

Qwen/Qwen2.5-Math-PRM-7B ↗

Publisher account: Qwen

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

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

finetuned_from
License & access

other

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

image-text-to-text

Qwen/Qwen3.5-397B-A17B ↗

Publisher account: Qwen

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

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

License & access

apache-2.0

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

text-generation

prism-ml/Ternary-Bonsai-27B-gguf ↗

Publisher account: prism-ml

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

Based on Qwen/Qwen3.6-27B

quantized_from
License & access

apache-2.0

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

image-text-to-text

Qwen/Qwen2.5-VL-3B-Instruct-AWQ ↗

Publisher account: Qwen

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

Not listed in metadata

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

sentence-similarity

sentence-transformers/all-roberta-large-v1 ↗

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.

zero-shot-image-classification

google/siglip2-base-patch16-256 ↗

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.

text-to-speech

microsoft/VibeVoice-1.5B ↗

Publisher account: microsoft

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

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

License & access

mit

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

text-generation

Qwen/Qwen3-4B-Base ↗

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.

video-to-video

numz/SeedVR2_comfyUI ↗

Publisher account: numz

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

Based on ByteDance-Seed/SeedVR2-3B

finetuned_from
License & access

apache-2.0

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

text-generation

OBLITERATUS/Qwen3.8-27B-OBLITERATED ↗

Publisher account: OBLITERATUS

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

openbmb/MiniCPM5-2B-MLX ↗

Publisher account: openbmb

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-audio

audio-cpp/MiniMax-Music3-GGUF ↗

Publisher account: audio-cpp

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

Based on MiniMaxAI/MiniMax-Music3

quantized_from
License & access

other

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

Unclassified

Comfy-Org/ace_step_1.5_ComfyUI_files ↗

Publisher account: Comfy-Org

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

Based on ACE-Step/Ace-Step1.5

finetuned_from
License & access

apache-2.0

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

image-to-text

Salesforce/blip-image-captioning-large ↗

Publisher account: Salesforce

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

bsd-3-clause

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

text-to-image

black-forest-labs/FLUX.1-schnell ↗

Publisher account: black-forest-labs

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

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

text-generation

Qwen/Qwen3-1.7B-Base ↗

Publisher account: Qwen

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

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

License & access

apache-2.0

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

text-generation

empero-ai/Qwen3.8-9B-Distill-GGUF ↗

Publisher account: empero-ai

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

Based on empero-ai/Qwen3.8-9B-Distill

quantized_from
License & access

apache-2.0

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

fill-mask

distilbert/distilbert-base-multilingual-cased ↗

Publisher account: distilbert

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

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

License & access

apache-2.0

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

fill-mask

aubmindlab/bert-base-arabertv02 ↗

Publisher account: aubmindlab

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

CMSManhattan/JiRackDeltaNet_27b ↗

Publisher account: CMSManhattan

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.

sentence-similarity

sentence-transformers/LaBSE ↗

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.

Unclassified

DeepBeepMeep/LTX-2 ↗

Publisher account: DeepBeepMeep

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

Based on Lightricks/LTX-2

quantized_from
License & access

Not listed in metadata

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

text-generation

empero-ai/Qwen3.8-4B-Distill-GGUF ↗

Publisher account: empero-ai

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

Based on empero-ai/Qwen3.8-4B-Distill

quantized_from
License & access

apache-2.0

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

text-generation

shibing624/macbert4csc-base-chinese ↗

Publisher account: shibing624

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

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

License & access

apache-2.0

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

image-text-to-text

cyankiwi/Qwen3.6-27B-AWQ-BF16-INT4 ↗

Publisher account: cyankiwi

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

Based on Qwen/Qwen3.6-27B

quantized_from
License & access

apache-2.0

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

image-text-to-video

MATLOWAI/minimax-h3-fused-turbo-int8-convrot ↗

Publisher account: MATLOWAI

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

Based on xmarre/MiniMax-H3-Pruned-Ref-Delta-Fused-r1024-ComfyUI

merged_from
License & access

other

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

Unclassified

Synaptics/yolo ↗

Publisher account: Synaptics

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

Based on Ultralytics/YOLOv8

quantized_from
License & access

agpl-3.0

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

fill-mask

facebook/esm2_t6_8M_UR50D ↗

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

mit

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

text-to-image

CompVis/stable-diffusion-v1-4 ↗

Publisher account: CompVis

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

creativeml-openrail-m

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

Unclassified

huawei-noah/TinyBERT_General_4L_312D ↗

Publisher account: huawei-noah

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.

sentence-similarity

onnx-community/embeddinggemma-300m-ONNX ↗

Publisher account: onnx-community

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

Based on google/embeddinggemma-300m

quantized_from
License & access

gemma

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

automatic-speech-recognition

gagan3012/wav2vec2-xlsr-nepali ↗

Publisher account: gagan3012

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/wide_resnet50_2.racm_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

Qwen/Qwen2.5-3B-Instruct-AWQ ↗

Publisher account: Qwen

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

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

quantized_from
License & access

other

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

token-classification

microsoft/llmlingua-2-bert-base-multilingual-cased-meetingbank ↗

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.

zero-shot-image-classification

yuvalkirstain/PickScore_v1 ↗

Publisher account: yuvalkirstain

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

unsloth/Qwen3.6-27B-GGUF ↗

Publisher account: unsloth

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

Based on Qwen/Qwen3.6-27B

quantized_from
License & access

apache-2.0

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

text-generation

Qwen/Qwen3-4B-GGUF ↗

Publisher account: Qwen

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.

text-generation

FINAL-Bench/POCKET-35B-GGUF ↗

Publisher account: FINAL-Bench

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

Based on FINAL-Bench/Darwin-36B-Opus

quantized_from
License & access

apache-2.0

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

question-answering

deepset/roberta-base-squad2 ↗

Publisher account: deepset

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

Based on FacebookAI/roberta-base

finetuned_from
License & access

cc-by-4.0

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

time-series-forecasting

amazon/chronos-bolt-mini ↗

Publisher account: amazon

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.