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

neuphonic/neucodec ↗

Publisher account: neuphonic

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-classification

microsoft/MiniLM-L12-H384-uncased ↗

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.

Unclassified

tatjr13/tpn004-cand-v4f-l1im ↗

Publisher account: tatjr13

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

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

License & access

Not listed in metadata

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

automatic-speech-recognition

facebook/wav2vec2-large-960h ↗

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

apache-2.0

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

Unclassified

tatjr13/tpn004-cand-v3f-l1im ↗

Publisher account: tatjr13

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

tatjr13/tpn004-cand-v3f-aim ↗

Publisher account: tatjr13

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

NousResearch/Meta-Llama-3-70B-Instruct ↗

Publisher account: NousResearch

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

tatjr13/tpn004-cand-v1f-aim ↗

Publisher account: tatjr13

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

tatjr13/tpn004-cand-v4f-aim ↗

Publisher account: tatjr13

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

unsloth/gemma-2-27b-it ↗

Publisher account: unsloth

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

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

License & access

gemma

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

Unclassified

zai-org/chatglm3-6b ↗

Publisher account: zai-org

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

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

License & access

Not listed in metadata

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

image-classification

facebook/convnext-xlarge-224-22k ↗

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

apache-2.0

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

Unclassified

RichardErkhov/anthracite-org_-_magnum-12b-v2-gguf ↗

Publisher account: RichardErkhov

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

amd/DeepSeek-R1-0528-MXFP4-v2 ↗

Publisher account: amd

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

Based on deepseek-ai/DeepSeek-R1-0528

quantized_from
License & access

mit

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

Unclassified

bigscience/T0_3B ↗

Publisher account: bigscience

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

unslothai/vram-48 ↗

Publisher account: unslothai

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.

time-series-forecasting

Salesforce/moirai-1.0-R-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

cc-by-nc-4.0

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

text-generation

bartowski/Qwen_Qwen3-4B-Instruct-2507-GGUF ↗

Publisher account: bartowski

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

Based on Qwen/Qwen3-4B-Instruct-2507

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

Mungert/UI-TARS-1.5-7B-GGUF ↗

Publisher account: Mungert

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

Comfy-Org/sigclip_vision_384 ↗

Publisher account: Comfy-Org

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

Based on google/siglip-so400m-patch14-384

finetuned_from
License & access

apache-2.0

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

text-classification

yangheng/deberta-v3-base-absa-v1.1 ↗

Publisher account: yangheng

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

ai-forever/rugpt3small_based_on_gpt2 ↗

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

Not listed in metadata

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

Unclassified

amphora/FinABSA ↗

Publisher account: amphora

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

Mavkif/m2m100_rup_ur_to_rur ↗

Publisher account: Mavkif

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

Based on facebook/m2m100_418M

finetuned_from
License & access

apache-2.0

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

text-generation

AtomicChat/Qwen3-4B-DFlash-GGUF ↗

Publisher account: AtomicChat

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

Based on z-lab/Qwen3-4B-DFlash-b16

quantized_from
License & access

mit

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

Unclassified

huggingface/informer-tourism-monthly ↗

Publisher account: huggingface

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

microsoft/deberta-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

mit

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

fill-mask

google/muril-base-cased ↗

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.

Unclassified

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

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

Not listed in metadata

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

image-text-to-text

unsloth/gemma-4-31B-it-qat-w4a16 ↗

Publisher account: unsloth

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

Based on google/gemma-4-31B-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.

time-series-forecasting

google/timesfm-2.5-200m-transformers ↗

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.

automatic-speech-recognition

handy-computer/nemotron-speech-streaming-en-0.6b-gguf ↗

Publisher account: handy-computer

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

Based on nvidia/nemotron-speech-streaming-en-0.6b

quantized_from
License & access

other

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

text-generation

nvidia/GLM-5.3-NVFP4 ↗

Publisher account: nvidia

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

Based on zai-org/GLM-5.3

quantized_from
License & access

other

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

text-generation

LGAI-EXAONE/EXAONE-3.5-2.4B-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

HauhauCS/Qwen3.6-27B-Uncensored-HauhauCS-Aggressive ↗

Publisher account: HauhauCS

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/Qwen-7B-Chat ↗

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

other

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

text-generation

nvidia/NVIDIA-Nemotron-3-Ultra-550B-A55B-NVFP4 ↗

Publisher account: nvidia

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

huihui-ai/Huihui-DeepSeek-V4-Flash-Vision-Exp-abliterated-GGUF ↗

Publisher account: huihui-ai

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

Based on deepseek-ai/DeepSeek-V4-Flash-Vision-Exp

quantized_from
License & access

mit

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

Unclassified

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

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

Not listed in metadata

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

text-generation

AtomicChat/Qwen3.5-9B-DFlash-GGUF ↗

Publisher account: AtomicChat

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

Based on z-lab/Qwen3.5-9B-DFlash

quantized_from
License & access

apache-2.0

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

image-text-to-text

EldanRing/Winnow-E4B ↗

Publisher account: EldanRing

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

Based on google/gemma-4-E4B-it

finetuned_from
License & access

apache-2.0

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

text-generation

MaziyarPanahi/Qwen3-Coder-Next-GGUF ↗

Publisher account: MaziyarPanahi

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

Based on Qwen/Qwen3-Coder-Next

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

unsloth/Qwen3.5-122B-A10B-GGUF ↗

Publisher account: unsloth

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

Based on Qwen/Qwen3.5-122B-A10B

quantized_from
License & access

apache-2.0

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

text-generation

MaziyarPanahi/GLM-4.6V-Flash-GGUF ↗

Publisher account: MaziyarPanahi

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

Based on zai-org/GLM-4.6V-Flash

quantized_from
License & access

Not listed in metadata

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

image-classification

imfarzanansari/skintelligent-acne ↗

Publisher account: imfarzanansari

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

l3cube-pune/hindi-sentence-similarity-sbert ↗

Publisher account: l3cube-pune

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.

text-generation

AtomicChat/Qwen3.5-4B-DFlash-GGUF ↗

Publisher account: AtomicChat

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

Based on z-lab/Qwen3.5-4B-DFlash

quantized_from
License & access

apache-2.0

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

text-generation

MaziyarPanahi/gpt-oss-20b-Derestricted-GGUF ↗

Publisher account: MaziyarPanahi

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

Based on ArliAI/gpt-oss-20b-Derestricted

quantized_from
License & access

Not listed in metadata

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

audio-classification

speechbrain/emotion-recognition-wav2vec2-IEMOCAP ↗

Publisher account: speechbrain

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

Virtue-AI-HUB/VulnLLM-R-7B ↗

Publisher account: Virtue-AI-HUB

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

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

finetuned_from
License & access

apache-2.0

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

text-generation

unsloth/gemma-3-1b-it ↗

Publisher account: unsloth

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

Based on google/gemma-3-1b-it

finetuned_from
License & access

gemma

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

text-generation

pfnet/plamo-2-1b ↗

Publisher account: pfnet

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

IlyaGusev/gemma-2-2b-it-abliterated ↗

Publisher account: IlyaGusev

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

gemma

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

audio-text-to-text

nvidia/audio-flamingo-3-hf ↗

Publisher account: nvidia

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

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

License & access

other

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

text-to-speech

christopherthompson81/MOSS-TTSD-GGUF ↗

Publisher account: christopherthompson81

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

Based on OpenMOSS-Team/MOSS-Audio-Tokenizer

quantized_from
License & access

apache-2.0

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

text-generation

trl-internal-testing/tiny-Phi3ForCausalLM-3.5 ↗

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-text-to-text

mlx-community/Qwen3.5-9B-8bit ↗

Publisher account: mlx-community

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

Based on Qwen/Qwen3.5-9B-Base

quantized_from
License & access

apache-2.0

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

image-segmentation

nvidia/segformer-b5-finetuned-ade-640-640 ↗

Publisher account: nvidia

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.

feature-extraction

naver-clova-ocr/bros-base-uncased ↗

Publisher account: naver-clova-ocr

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.