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

Unclassified

nomic-ai/CodeRankEmbed ↗

Publisher account: nomic-ai

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

Based on Snowflake/snowflake-arctic-embed-m-long

finetuned_from
License & access

mit

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

automatic-speech-recognition

CohereLabs/cohere-transcribe-03-2026 ↗

Publisher account: CohereLabs

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.

Unclassified

dmis-lab/biobert-base-cased-v1.1 ↗

Publisher account: dmis-lab

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

HuggingFaceTB/SmolVLM-500M-Instruct ↗

Publisher account: HuggingFaceTB

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

Based on HuggingFaceTB/SmolLM2-360M-Instruct

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-MistralForCausalLM-0.2 ↗

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.

Unclassified

optimum-intel-internal-testing/tiny-random-aya-base ↗

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

chatdb/natural-sql-7b ↗

Publisher account: chatdb

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

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

finetuned_from
License & access

cc-by-sa-4.0

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

robotics

nvidia/GR00T-N1.7-3B ↗

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

Not listed in metadata

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

image-text-to-text

lmstudio-community/gemma-4-31B-it-MLX-6bit ↗

Publisher account: lmstudio-community

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

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

quantized_from
License & access

apache-2.0

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

Unclassified

mradermacher/gemma-4-26B-A4B-it-ultra-uncensored-heretic-i1-GGUF ↗

Publisher account: mradermacher

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

Based on llmfan46/gemma-4-26B-A4B-it-ultra-uncensored-heretic

quantized_from
License & access

apache-2.0

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

text-generation

MaziyarPanahi/Mistral-Nemo-Instruct-2407-GGUF ↗

Publisher account: MaziyarPanahi

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

Based on mistralai/Mistral-Nemo-Instruct-2407

quantized_from
License & access

Not listed in metadata

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

text-generation

Qwen/Qwen3-30B-A3B-FP8 ↗

Publisher account: Qwen

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

Based on Qwen/Qwen3-30B-A3B

quantized_from
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-patch16-384 ↗

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

Comfy-Org/HiDream-I1_ComfyUI ↗

Publisher account: Comfy-Org

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

Based on HiDream-ai/HiDream-E1-1

finetuned_from
License & access

mit

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

text-generation

Nanbeige/Nanbeige4.2-3B ↗

Publisher account: Nanbeige

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

Based on Nanbeige/Nanbeige4.2-3B-Base

finetuned_from
License & access

apache-2.0

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

text-classification

meta-llama/Llama-Prompt-Guard-2-86M ↗

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

other

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

feature-extraction

eustlb/higgs-audio-v2-tokenizer ↗

Publisher account: eustlb

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/vit_base_patch16_384.augreg_in21k_ft_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.

image-classification

timm/beitv2_base_patch16_224.in1k_ft_in22k ↗

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-ranking

cross-encoder/stsb-roberta-large ↗

Publisher account: cross-encoder

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

Based on FacebookAI/roberta-large

quantized_from
License & access

apache-2.0

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

Unclassified

smthem/LTX-2.3-test-gguf ↗

Publisher account: smthem

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/Meta-Llama-3-8B-Instruct-GGUF ↗

Publisher account: MaziyarPanahi

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

Based on meta-llama/Meta-Llama-3-8B-Instruct

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

lmstudio-community/gemma-4-31B-it-MLX-5bit ↗

Publisher account: lmstudio-community

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

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

quantized_from
License & access

apache-2.0

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

Unclassified

tohoku-nlp/bert-base-japanese-char-v3 ↗

Publisher account: tohoku-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

apache-2.0

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

text-generation

meta-llama/Meta-Llama-3-70B-Instruct ↗

Publisher account: meta-llama

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

Based on meta-llama/Meta-Llama-3-70B

finetuned_from
License & access

llama3

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

Unclassified

valuesimplex-ai-lab/FinBERT2-large ↗

Publisher account: valuesimplex-ai-lab

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

Based on hfl/chinese-roberta-wwm-ext

finetuned_from
License & access

apache-2.0

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

image-classification

timm/resnet50d.ra2_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.

image-text-to-text

unsloth/gemma-3n-E4B-it ↗

Publisher account: unsloth

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

Based on google/gemma-3n-E4B-it

finetuned_from
License & access

gemma

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

Unclassified

facebook/m2m100_1.2B ↗

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.

audio-classification

speechbrain/lang-id-voxlingua107-ecapa ↗

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.

depth-estimation

LiheYoung/depth-anything-base-hf ↗

Publisher account: LiheYoung

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

Rostlab/prot_bert ↗

Publisher account: Rostlab

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

kernels-community/flash-attn3 ↗

Publisher account: kernels-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

bsd-3-clause

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

text-to-speech

Misha24-10/F5-TTS_RUSSIAN ↗

Publisher account: Misha24-10

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

Based on SWivid/F5-TTS

finetuned_from
License & access

cc-by-nc-4.0

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

text-generation

prism-ml/Bonsai-8B-gguf ↗

Publisher account: prism-ml

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

Based on prism-ml/Bonsai-8B-unpacked

quantized_from
License & access

apache-2.0

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

any-to-any

pekkAi/Gemma-4-12B-it-abliterated-NVFP4 ↗

Publisher account: pekkAi

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

Based on huihui-ai/Huihui-gemma-4-12B-it-abliterated

quantized_from
License & access

apache-2.0

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

token-classification

OpenMed/privacy-filter-multilingual-v2 ↗

Publisher account: OpenMed

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

Based on openai/privacy-filter

finetuned_from
License & access

apache-2.0

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

Unclassified

lmstudio-community/Qwen3-Coder-Next-MLX-8bit ↗

Publisher account: lmstudio-community

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

Based on Qwen/Qwen3-Coder-Next

quantized_from
License & access

apache-2.0

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

token-classification

flair/ner-english-ontonotes-large ↗

Publisher account: flair

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

mistralai/Ministral-3-8B-Instruct-2512 ↗

Publisher account: mistralai

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

Based on mistralai/Ministral-3-8B-Base-2512

quantized_from
License & access

apache-2.0

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

Unclassified

microsoft/layoutlm-base-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.

image-to-image

Qwen/Qwen-Image-Edit ↗

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.

token-classification

OpenMed/OpenMed-NER-PathologyDetect-PubMed-v2-109M ↗

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.

automatic-speech-recognition

onnx-community/whisper-tiny.en ↗

Publisher account: onnx-community

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

Based on openai/whisper-tiny.en

quantized_from
License & access

Not listed in metadata

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

text-to-video

SulphurAI/Sulphur-2-base ↗

Publisher account: SulphurAI

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

Based on Lightricks/LTX-2.3

quantized_from
License & access

Not listed in metadata

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

text-generation

nvidia/Llama-3_3-Nemotron-Super-49B-v1_5 ↗

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-generation

anrilombard/mzansilm-125m ↗

Publisher account: anrilombard

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

axolotl-ai-co/tiny-mixtral-30m ↗

Publisher account: axolotl-ai-co

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

deepseek-ai/deepseek-coder-6.7b-base ↗

Publisher account: deepseek-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

other

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

fill-mask

seyonec/ChemBERTa-zinc-base-v1 ↗

Publisher account: seyonec

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

MaziyarPanahi/firefunction-v2-GGUF ↗

Publisher account: MaziyarPanahi

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

Based on fireworks-ai/llama-3-firefunction-v2

quantized_from
License & access

llama3

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

Unclassified

LTP/small ↗

Publisher account: LTP

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

ReadyArt/gemma-4-31B-it-scotoma-2-GGUF ↗

Publisher account: ReadyArt

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

Based on ReadyArt/gemma-4-31B-it-scotoma-2

quantized_from
License & access

apache-2.0

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

text-generation

nvidia/Nemotron-Labs-Diffusion-3B-Base ↗

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.

translation

Helsinki-NLP/opus-mt-it-en ↗

Publisher account: Helsinki-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

apache-2.0

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

feature-extraction

laion/voiceclap-large-v2 ↗

Publisher account: laion

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

Based on LCO-Embedding/LCO-Embedding-Omni-7B

adapter_of
License & access

cc-by-4.0

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

Unclassified

mistralai/Ministral-3-14B-Instruct-2512 ↗

Publisher account: mistralai

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

Based on mistralai/Ministral-3-14B-Base-2512

quantized_from
License & access

apache-2.0

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

image-feature-extraction

MahmoodLab/TITAN ↗

Publisher account: MahmoodLab

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-nd-4.0

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

Unclassified

lmstudio-community/gemma-4-26B-A4B-it-QAT-GGUF ↗

Publisher account: lmstudio-community

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

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

token-classification

OpenMed/OpenMed-NER-GenomeDetect-PubMed-109M ↗

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.