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

audio-to-audio

LiquidAI/LFM2.5-Audio-1.5B-JP-GGUF ↗

Publisher account: LiquidAI

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

Based on LiquidAI/LFM2.5-Audio-1.5B-JP

quantized_from
License & access

other

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

text-generation

LiquidAI/LFM2.5-1.2B-Instruct ↗

Publisher account: LiquidAI

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

Based on LiquidAI/LFM2.5-1.2B-Base

finetuned_from
License & access

other

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

text-generation

unsloth/Llama-3.2-1B ↗

Publisher account: unsloth

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

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

finetuned_from
License & access

llama3.2

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

Unclassified

LiquidAI/LFM2.5-Audio-1.5B-GGUF ↗

Publisher account: LiquidAI

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

Based on LiquidAI/LFM2.5-Audio-1.5B

quantized_from
License & access

other

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

text-generation

bleysg/Qwen3.5-122B-A10B-int4-fp8-hybrid ↗

Publisher account: bleysg

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

Based on Intel/Qwen3.5-122B-A10B-int4-AutoRound

quantized_from
License & access

other

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

token-classification

OpenMed/OpenMed-NER-PharmaDetect-SuperMedical-125M ↗

Publisher account: OpenMed

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

lightseekorg/kimi-k2.6-eagle3-mla ↗

Publisher account: lightseekorg

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

Based on moonshotai/Kimi-K2.6

finetuned_from
License & access

other

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

zero-shot-classification

wfzyx/von ↗

Publisher account: wfzyx

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

Based on answerdotai/ModernBERT-large

finetuned_from
License & access

apache-2.0

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

image-classification

timm/densenet121.ra_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

LiquidAI/LFM2.5-2.6B ↗

Publisher account: LiquidAI

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

Based on LiquidAI/LFM2.5-2.6B-Base

finetuned_from
License & access

other

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

text-generation

ReliquaryForge/qwen3-4b-base-dapo-v4 ↗

Publisher account: ReliquaryForge

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

McGill-NLP/LLM2Vec-Meta-Llama-3-8B-Instruct-mntp-supervised ↗

Publisher account: McGill-NLP

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

lmstudio-community/Muse-Glimmer-30B-GGUF ↗

Publisher account: lmstudio-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

Not listed in metadata

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

text-generation

LiquidAI/LFM2.5-2.6B-DSpark-GGUF ↗

Publisher account: LiquidAI

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

Based on LiquidAI/LFM2.5-2.6B-DSpark

quantized_from
License & access

other

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

text-to-speech

OpenMOSS-Team/MOSS-TTS-Local-Transformer-v1.5 ↗

Publisher account: OpenMOSS-Team

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.

token-classification

OpenMed/OpenMed-NER-ProteinDetect-SnowMed-568M ↗

Publisher account: OpenMed

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

MuXodious/gpt-oss-20b-RichardErkhov-heresy ↗

Publisher account: MuXodious

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

Based on openai/gpt-oss-20b

finetuned_from
License & access

apache-2.0

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

text-to-speech

OpenMOSS-Team/MOSS-TTS-Nano-100M ↗

Publisher account: OpenMOSS-Team

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

shibing624/text2vec-base-multilingual ↗

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.

feature-extraction

BAAI/bge-small-zh ↗

Publisher account: BAAI

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

ByteDance/SDXL-Lightning ↗

Publisher account: ByteDance

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.

text-generation

SupraLabs/Supra2-100M-Instruct ↗

Publisher account: SupraLabs

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

Based on SupraLabs/Supra2-100M-Base

quantized_from
License & access

apache-2.0

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

text-generation

dealignai/GLM-5.3-CYBERSECURITY-FP8 ↗

Publisher account: dealignai

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

Based on JANGQ-AI/GLM-5.3-FP8

quantized_from
License & access

mit

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

feature-extraction

naver/splade-v3 ↗

Publisher account: naver

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

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

image-text-to-text

huihui-ai/Huihui-Qwen3.5-27B-abliterated ↗

Publisher account: huihui-ai

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

Based on Qwen/Qwen3.5-27B

finetuned_from
License & access

apache-2.0

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

Unclassified

diff-interpretation-tuning/loras ↗

Publisher account: diff-interpretation-tuning

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

Based on Qwen/Qwen3-4B

adapter_of
License & access

mit

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

image-text-to-text

trl-internal-testing/tiny-Gemma3ForConditionalGeneration ↗

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.

token-classification

Jean-Baptiste/camembert-ner ↗

Publisher account: Jean-Baptiste

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

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

License & access

mit

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

Unclassified

mradermacher/FastContext-1.0-4B-SFT-GGUF ↗

Publisher account: mradermacher

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

Based on ShaunGves/FastContext-1.0-4B-SFT

quantized_from
License & access

mit

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

video-to-video

AInVFX/SeedVR2_comfyUI ↗

Publisher account: AInVFX

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

Based on ByteDance-Seed/SeedVR2-3B

quantized_from
License & access

apache-2.0

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

Unclassified

diarizers-community/speaker-segmentation-fine-tuned-callhome-jpn ↗

Publisher account: diarizers-community

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

Based on pyannote/segmentation-3.0

finetuned_from
License & access

mit

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

image-classification

timm/tf_efficientnetv2_s.in21k ↗

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.

Unclassified

fastino/gliner2.5-base-v1 ↗

Publisher account: fastino

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

WebOrganizer/TopicClassifier-NoURL ↗

Publisher account: WebOrganizer

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

Based on Alibaba-NLP/gte-base-en-v1.5

finetuned_from
License & access

Not listed in metadata

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

Unclassified

mradermacher/Qwen3.8-9B-heretic-uncensored-GGUF ↗

Publisher account: mradermacher

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.

feature-extraction

ibm-granite/granite-embedding-97m-multilingual-r2 ↗

Publisher account: ibm-granite

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

ggml-org/Qwen3.6-35B-A3B-GGUF ↗

Publisher account: ggml-org

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-text-to-text

moonshotai/Kimi-K2.7-Code ↗

Publisher account: moonshotai

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.

time-series-forecasting

amazon/chronos-t5-large ↗

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.

Unclassified

mradermacher/Huihui-Qwen3.5-9B-abliterated-GGUF ↗

Publisher account: mradermacher

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

Based on huihui-ai/Huihui-Qwen3.5-9B-abliterated

quantized_from
License & access

apache-2.0

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

text-generation

culturerevolt/gemma-4-12b-heretic-abliterated-GGUF ↗

Publisher account: culturerevolt

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

Based on culturerevolt/gemma-4-12b-heretic-abliterated

quantized_from
License & access

apache-2.0

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

text-classification

yiyanghkust/finbert-esg ↗

Publisher account: yiyanghkust

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.

feature-extraction

jinaai/jina-clip-v1 ↗

Publisher account: jinaai

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

fastino/GLiNER2.5-Decide ↗

Publisher account: fastino

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

Based on fastino/gliner2-large-v1

finetuned_from
License & access

apache-2.0

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

image-text-to-text

DavidAU/Qwen3.8-27B-Turbo-Brilliance-50X-Reasoning-Instruct-NEO-MAX-MTP-GGUF ↗

Publisher account: DavidAU

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.

token-classification

urchade/gliner_large-v2 ↗

Publisher account: urchade

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

nlpaueb/sec-bert-base ↗

Publisher account: nlpaueb

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-generation

mlx-community/Qwen3-8B-4bit ↗

Publisher account: mlx-community

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.

Unclassified

DreamEternal/MinerU-Popo ↗

Publisher account: DreamEternal

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

Based on Qwen/Qwen3-VL-4B-Instruct

finetuned_from
License & access

mit

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

text-generation

MaziyarPanahi/Qwen2-7B-Instruct-GGUF ↗

Publisher account: MaziyarPanahi

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

Based on Qwen/Qwen2-7B-Instruct

quantized_from
License & access

Not listed in metadata

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

Unclassified

optimum-intel-internal-testing/tiny-random-smollm3 ↗

Publisher account: optimum-intel-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

apache-2.0

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

text-generation

ThorOdinson246/nl2sh-1.5b-Q4_K_M ↗

Publisher account: ThorOdinson246

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

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

quantized_from
License & access

apache-2.0

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

text-to-speech

SWivid/E2-TTS ↗

Publisher account: SWivid

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

DeepBeepMeep/Qwen_image ↗

Publisher account: DeepBeepMeep

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

Based on Qwen/Qwen-Image

finetuned_from
License & access

Not listed in metadata

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

fill-mask

westlake-repl/SaProt_650M_AF2 ↗

Publisher account: westlake-repl

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.

fill-mask

jackaduma/SecBERT ↗

Publisher account: jackaduma

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

RedHatAI/Llama-3.3-70B-Instruct-FP8-dynamic ↗

Publisher account: RedHatAI

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

Based on meta-llama/Llama-3.3-70B-Instruct

quantized_from
License & access

llama3.3

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

Unclassified

mradermacher/Simplicio-27B-GGUF ↗

Publisher account: mradermacher

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

Based on wesleysimplicio/Simplicio-27B

adapter_of
License & access

apache-2.0

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

feature-extraction

ai-forever/sbert_large_nlu_ru ↗

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.

text-generation

MaziyarPanahi/Mistral-7B-Instruct-v0.3-GGUF ↗

Publisher account: MaziyarPanahi

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

Based on mistralai/Mistral-7B-Instruct-v0.3

quantized_from
License & access

apache-2.0

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