Public beta — displayed stories are research drafts awaiting final editorial approval.

From Riyadh to the world.

Model catalogue

Open-model and derived repository records, with publisher, lineage, license and retrieval dates. A repository uploader is not assumed to own the model.

17,567 imported recordsSource: Hugging Face; download-ranked with a bounded harvest.

17,567 records

text-generation

MaziyarPanahi/Qwen3-0.6B-GGUF ↗

Publisher account: MaziyarPanahi

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

Based on Qwen/Qwen3-0.6B

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/gemma-4-31B-it-qat-GGUF ↗

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.

image-classification

timm/densenet201.tv_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.

sentence-similarity

imvladikon/sentence-transformers-alephbert ↗

Publisher account: imvladikon

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

Qwen/Qwen2.5-Math-1.5B-Instruct ↗

Publisher account: Qwen

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

Based on Qwen/Qwen2.5-Math-1.5B

finetuned_from
License & access

apache-2.0

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

question-answering

distilbert/distilbert-base-cased-distilled-squad ↗

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.

Unclassified

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

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

ggml-org/gpt-oss-20b-GGUF ↗

Publisher account: ggml-org

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

Based on openai/gpt-oss-20b

quantized_from
License & access

apache-2.0

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

token-classification

OpenMed/OpenMed-PII-SuperClinical-Small-44M-v1 ↗

Publisher account: OpenMed

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

Based on microsoft/deberta-v3-small

finetuned_from
License & access

apache-2.0

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

text-generation

RedHatAI/Llama-3.2-3B-Instruct-FP8 ↗

Publisher account: RedHatAI

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

Based on meta-llama/Llama-3.2-3B-Instruct

quantized_from
License & access

llama3.2

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

text-generation

lewtun/talkie-1930-13b-it-hf ↗

Publisher account: lewtun

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

Based on talkie-lm/talkie-1930-13b-it

finetuned_from
License & access

apache-2.0

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

text-generation

unsloth/Qwen2.5-7B-Instruct ↗

Publisher account: unsloth

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.

image-classification

timm/convnext_large.fb_in22k_ft_in1k_384 ↗

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

openai-community/gpt2-medium ↗

Publisher account: openai-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

mit

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

Unclassified

Synaptics/MobileNetV2 ↗

Publisher account: Synaptics

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

joe32140/ModernBERT-base-msmarco ↗

Publisher account: joe32140

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

Based on answerdotai/ModernBERT-base

finetuned_from
License & access

Not listed in metadata

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

fill-mask

hfl/chinese-bert-wwm ↗

Publisher account: hfl

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/Yue2-3B-GGUF ↗

Publisher account: audio-cpp

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

Based on m-a-p/YuE2-3B

quantized_from
License & access

cc-by-nc-4.0

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

text-generation

InternScience/Agents-A1-4B-Q4_K_M-GGUF ↗

Publisher account: InternScience

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

Based on InternScience/Agents-A1-4B

quantized_from
License & access

apache-2.0

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

token-classification

OpenMed/OpenMed-NER-GenomicDetect-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.

text-generation

bartowski/DeepSeek-Coder-V2-Lite-Instruct-GGUF ↗

Publisher account: bartowski

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.

automatic-speech-recognition

deepdml/faster-whisper-large-v3-turbo-ct2 ↗

Publisher account: deepdml

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-AWQ ↗

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

bigcode/tiny_starcoder_py ↗

Publisher account: bigcode

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

bigcode-openrail-m

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

Unclassified

pysentimiento/robertuito-emotion-analysis ↗

Publisher account: pysentimiento

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

peft-internal-testing/opt-125m ↗

Publisher account: peft-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-ranking

tomaarsen/Qwen3-Reranker-0.6B-seq-cls ↗

Publisher account: tomaarsen

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

Based on Qwen/Qwen3-0.6B-Base

finetuned_from
License & access

apache-2.0

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

automatic-speech-recognition

xezpeleta/whisper-large-v3-eu ↗

Publisher account: xezpeleta

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

Based on openai/whisper-large-v3

finetuned_from
License & access

apache-2.0

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

image-feature-extraction

facebook/dinov2-giant ↗

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.

image-text-to-text

nerkyor/Qwen3.8-27B-Coder390-EfficientThink-Opus5.5-GPT6Astra-Grok4.7-DSV4Pro-K3-SFT-RLOO-MTP-DFlash2 ↗

Publisher account: nerkyor

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

Based on nerkyor/Qwen3.8-27B-EfficientThink-Uncensored-K3-Opus5-Grok4.6-GPT5.6Sol-SFT-SimPO-DFlash2

quantized_from
License & access

apache-2.0

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

Unclassified

babybirdprd/Experiment26-7B-passthrough-10slice-GGUF ↗

Publisher account: babybirdprd

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

trl-internal-testing/small-Qwen3ForCausalLM ↗

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.

any-to-any

unsloth/gemma-4-E2B-it-qat-GGUF ↗

Publisher account: unsloth

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

Based on google/gemma-4-E2B-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.

Unclassified

kyutai/moshiko-pytorch-bf16 ↗

Publisher account: kyutai

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

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

License & access

cc-by-4.0

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

Unclassified

iarfmoose/t5-base-question-generator ↗

Publisher account: iarfmoose

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

LLMSafety/Qwen2.5-Math-7B-4bit ↗

Publisher account: LLMSafety

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

nvidia/nemotron-speech-streaming-en-0.6b ↗

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.

time-series-forecasting

Salesforce/moirai-moe-1.0-R-base ↗

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.

Unclassified

mzbac/voxtral-mini-3b-4bit-mixed ↗

Publisher account: mzbac

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

ggml-org/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-GGUF ↗

Publisher account: ggml-org

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

Based on nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16

quantized_from
License & access

other

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

text-generation

stelterlab/Mistral-Small-24B-Instruct-2501-AWQ ↗

Publisher account: stelterlab

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

Based on mistralai/Mistral-Small-24B-Instruct-2501

quantized_from
License & access

apache-2.0

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

text-to-image

lopi999/Wan2.2-I2V_General-NSFW-LoRA ↗

Publisher account: lopi999

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

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

adapter_of
License & access

Not listed in metadata

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

text-generation

Alennnndy/Qwen3.6-27B-AWQ-4bit ↗

Publisher account: Alennnndy

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

MaziyarPanahi/Qwen3-14B-GGUF ↗

Publisher account: MaziyarPanahi

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

Based on Qwen/Qwen3-14B

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

RedHatAI/gemma-3-27b-it-quantized.w4a16 ↗

Publisher account: RedHatAI

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

Based on google/gemma-3-27b-it

quantized_from
License & access

gemma

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

text-generation

MaziyarPanahi/Qwen3-4B-GGUF ↗

Publisher account: MaziyarPanahi

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

Based on Qwen/Qwen3-4B

quantized_from
License & access

Not listed in metadata

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

text-classification

onnx-community/distilbert-multilingual-toxicity-classifier-ONNX ↗

Publisher account: onnx-community

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

Based on gravitee-io/distilbert-multilingual-toxicity-classifier

quantized_from
License & access

openrail++

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

feature-extraction

BAAI/bge-multilingual-gemma2 ↗

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

gemma

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

image-text-to-text

mistral-experimental/pixtral-12b ↗

Publisher account: mistral-experimental

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

abhishekchohan/gemma-3-12b-it-quantized-W4A16 ↗

Publisher account: abhishekchohan

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

Based on google/gemma-3-12b-it

quantized_from
License & access

gemma

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

image-classification

timm/vit_tiny_patch16_224.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.

text-generation

yujiepan/kimi-linear-tiny-random ↗

Publisher account: yujiepan

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

Based on moonshotai/Kimi-Linear-48B-A3B-Instruct

finetuned_from
License & access

Not listed in metadata

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

text-generation

lmstudio-community/GLM-4.7-Flash-MLX-6bit ↗

Publisher account: lmstudio-community

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

Based on zai-org/GLM-4.7-Flash

quantized_from
License & access

mit

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

Unclassified

ressl/Ornith-1.0-35B-NVFP4 ↗

Publisher account: ressl

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

Based on deepreinforce-ai/Ornith-1.0-35B

quantized_from
License & access

mit

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

zero-shot-image-classification

microsoft/BiomedCLIP-PubMedBERT_256-vit_base_patch16_224 ↗

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.

sentence-similarity

redis/langcache-embed-v1 ↗

Publisher account: redis

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

Based on Alibaba-NLP/gte-modernbert-base

quantized_from
License & access

Not listed in metadata

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

token-classification

OpenMed/OpenMed-NER-OrganismDetect-TinyMed-82M ↗

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-ranking

Qwen/Qwen3-VL-Reranker-2B ↗

Publisher account: Qwen

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

Based on Qwen/Qwen3-VL-2B-Instruct

finetuned_from
License & access

apache-2.0

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

feature-extraction

SkywalkerLu/TransHLA_II ↗

Publisher account: SkywalkerLu

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-to-speech

audio-cpp/AuK-Base-and-Flash-GGUF ↗

Publisher account: audio-cpp

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

Based on tencent/AuK

quantized_from
License & access

mit

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