Model Zoo - PyTorch¶
The RBLN PyTorch Model Zoo offers a wide variety of neural network models designed to run on the RBLN NPU. The number of models covered by the RBLN Model Zoo will continuously expand as the RBLN SDK is upated. You can access full list of the models in the RBLN Model Zoo GitHub repository.
Supported models¶
Here is the full list of the models covered by the RBLN PyTorch Model Zoo as of today.
| Model | Dataset | Task |
|---|---|---|
| Cosmos-Predict1-7B-Text2World† | - | |
| Cosmos-Predict1-14B-Text2World† | - | |
| Cosmos-Predict1-7B-Video2World† | - | |
| Cosmos-Predict1-14B-Video2World† | - | |
| Stable Diffusion | - | |
| Stable Diffusion + LoRA | - | |
| Stable Diffusion V3† | - | |
| Stable Diffusion XL | - | |
| Stable Diffusion XL + multi-LoRA | - | |
| SDXL-turbo | - | |
| Stable Diffusion + ControlNet | - | |
| Stable Diffusion XL + ControlNet | - | |
| Kandinsky V2.2 | - | |
| DeepSeek-R1-Distill-Llama-8b | Samples generated by DeepSeek-R1 | Text Generation |
| DeepSeek-R1-Distill-Llama-70b | Samples generated by DeepSeek-R1 | Text Generation |
| DeepSeek-R1-Distill-Qwen-1.5b | Samples generated by DeepSeek-R1 | Text Generation |
| DeepSeek-R1-Distill-Qwen-7b | Samples generated by DeepSeek-R1 | Text Generation |
| DeepSeek-R1-Distill-Qwen-14b | Samples generated by DeepSeek-R1 | Text Generation |
| DeepSeek-R1-Distill-Qwen-32b | Samples generated by DeepSeek-R1 | Text Generation |
| Llama3.3-70b | A new mix of publicly available online data | Text Generation |
| Llama3.2-3b | A new mix of publicly available online data | Text Generation |
| Llama3.1-70b | A new mix of publicly available online data | Text Generation |
| Llama3.1-8b | A new mix of publicly available online data | Text Generation |
| Llama3-8b | A new mix of publicly available online data | Text Generation |
| Llama3-8b + LoRA | fingpt-forecaster-dow30-202305-202405 | Text Generation |
| Llama2-7b | A new mix of publicly available online data | Text Generation |
| Llama2-13b | A new mix of publicly available online data | Text Generation |
| Phi-2 | 250B tokens, combination of NLP synthetic data created by AIOAI GPT-3.5 | Text Generation |
| Gemma-7b | 6 trillion tokens of web, code, and mathematics text | Text Generation |
| Gemma-2b | 6 trillion tokens of web, code, and mathematics text | Text Generation |
| OPT-2.7b | BookCorpus, CC-Storeis, The Pile, etc. | Text Generation |
| Mistral-7b | Publicly available online data | Text Generation |
| A.X-4.0-Light | Large-scale Korean datasets | Text Generation |
| Qwen2-7b | 7T tokens of internal data | Text Generation |
| Qwen2.5-7b | 18T tokens of internal data | Text Generation |
| Qwen2.5-14b | 18T tokens of internal data | Text Generation |
| Midm-2.0-Mini | - | Text Generation |
| Midm-2.0-Base | - | Text Generation |
| Salamandra-7b | 2.4T tokens of 35 European languages and 92 programming languages | Text Generation |
| KONI-Llama3.1-8b | Approximately 11K SFT data and 7K DPO data | Text Generation |
| EXAONE-3.0-7.8b | 8T tokens of curated English and Korean data | Text Generation |
| EXAONE-3.5-2.4b | 6.5T tokens of curated English and Korean data | Text Generation |
| EXAONE-3.5-7.8b | 6.5T tokens of curated English and Korean data | Text Generation |
| EXAONE-3.5-32b | 6.5T tokens of curated English and Korean data | Text Generation |
| GPT2 | WebText | Text Generation |
| GPT2-medium | WebText | Text Generation |
| GPT2-large | WebText | Text Generation |
| GPT2-xl | WebText | Text Generation |
| OPT-6.7b | BookCorpus, CC-Storeis, The Pile, etc. | Text Generation |
| SOLAR-10.7b | alpaca-gpt4-data + etc. | Text Generation |
| EEVE-Korean-10.8b | Korean-translated ver. of Open-Orca/SlimOrca-Dedup and argilla/ultrafeedback-binarized-preferences-cleaned | Text Generation |
| T5-11b | Colossal Clean Crawled Corpus | Text Generation |
| T5-Enc-11b | Colossal Clean Crawled Corpus | Sentence Similarity |
| Gemma3-4b | - | |
| Gemma3-12b | - | |
| Gemma3-27b | - | |
| Qwen2.5-VL-7b | - | |
| Idefics3-8B-Llama3 | - | |
| Llava-v1.6-mistral-7b | - | |
| BLIP2-6.7b | LAION | |
| ColPali-v1.3 | academic datsets + Synthetic datasets | |
| T5-small | Colossal Clean Crawled Corpus | Text Generation |
| T5-base | Colossal Clean Crawled Corpus | Text Generation |
| T5-large | Colossal Clean Crawled Corpus | Text Generation |
| T5-3b | Colossal Clean Crawled Corpus | Text Generation |
| BART-base | BookCorpus + etc. | Text Generation |
| BART-large | BookCorpus + etc. | Text Generation |
| KoBART-base | Korean Wiki | Text Generation |
| E5-base-4K | Colossal Clean text Pairs | Sentence Similarity |
| LaBSE | - | Sentence Similarity |
| KR-SBERT-V40K-klueNLI-augSTS | - | Sentence Similarity |
| BERT-base | - BookCorpus & English Wikipedia - SQuAD v2 |
|
| BERT-large | - BookCorpus & English Wikipedia - SQuAD v2 |
|
| DistilBERT-base | - BookCorpus & English Wikipedia - SQuAD v2 |
Question Answering |
| SecureBERT | a manually crafted dataset from the human readable descriptions of MITRE ATT&CK techniques and tactics | Masked Language Modeling |
| RoBERTa | a manually crafted dataset from the human readable descriptions of MITRE ATT&CK techniques and tactics | Text Classification |
| MotionBERT | - Human3.6M & AMASS - NTURGB+D |
|
| BGE-Small-EN-v1.5 | MLDR and bge-m3-data | Sentence Similarity |
| BGE-Base-EN-v1.5 | MLDR and bge-m3-data | Sentence Similarity |
| BGE-Large-EN-v1.5 | MLDR and bge-m3-data | Sentence Similarity |
| BGE-M3 | MLDR and bge-m3-data | Sentence Similarity |
| BGE-Reranker-V2-M3 | MLDR and bge-m3-data | Sentence Similarity |
| BGE-Reranker-Base | MLDR and bge-m3-data | Sentence Similarity |
| BGE-Reranker-Large | MLDR and bge-m3-data | Sentence Similarity |
| Ko-Reranker | msmarco-triplets | Sentence Similarity |
| Time-Series-Transformer | tourism-monthly dataset | Time-series Forecasting |
| BLIP2-2.7b | LAION | |
| Whisper-tiny | 680k hours of labeled data from the web | Speech to Text |
| Whisper-base | 680k hours of labeled data from the web | Speech to Text |
| Whisper-small | 680k hours of labeled data from the web | Speech to Text |
| Whisper-medium | 680k hours of labeled data from the web | Speech to Text |
| Whisper-large-v3 | 680k hours of labeled data from the web | Speech to Text |
| Whisper-large-v3-turbo | 680k hours of labeled data from the web | Speech to Text |
| Wav2Vec2 | Librispeech | Speech to Text |
| ConvTasNet | WSJ | Speech Separation |
| Audio-Spectogram-Transformer | AudioSet | Audio Classification |
| DPT-large | MIX 6 | Monocular Depth Estimation |
| SAM2.1_hiera_large | SA-V | Semantic Segmentation |
| DeepLabV3_ResNet50 | ILSVRC2012 | Semantic Segmentation |
| DeepLabV3_ResNet101 | ILSVRC2012 | Semantic Segmentation |
| DeepLabV3_MobileNetV3_Large | ILSVRC2012 | Semantic Segmentation |
| FCN_ResNet50 | ILSVRC2012 | Semantic Segmentation |
| FCN_ResNet101 | ILSVRC2012 | Semantic Segmentation |
| UNet | Carvana | Semantic Segmentation |
| ViT-large | ImageNet-21k & ImageNet | Image Classification |
| DeiT-tiny | ILSVRC2012 | Image Classification |
| DeiT-tiny distilled | ILSVRC2012 | Image Classification |
| DeiT-small | ILSVRC2012 | Image Classification |
| DeiT-small distilled | ILSVRC2012 | Image Classification |
| DeiT-base | ILSVRC2012 | Image Classification |
| DeiT-base distilled | ILSVRC2012 | Image Classification |
| DeiT-base 384 | ILSVRC2012 | Image Classification |
| DeiT-base distilled 384 | ILSVRC2012 | Image Classification |
| R3D_18 | KINETICS400_V1 | Video Classification |
| MC3_18 | KINETICS400_V1 | Video Classification |
| R(2+1)D_18 | KINETICS400_V1 | Video Classification |
| S3D | KINETICS400_V1 | Video Classification |
| YOLOv3-tiny | COCO | Obejct Detection |
| YOLOv3 | COCO | Obejct Detection |
| YOLOv3-spp | COCO | Obejct Detection |
| YOLOv4 | COCO | Obejct Detection |
| YOLOv4-csp-s-mish | COCO | Obejct Detection |
| YOLOv4-csp-x-mish | COCO | Obejct Detection |
| YOLOv5n | COCO | Obejct Detection |
| YOLOv5s | COCO | Obejct Detection |
| YOLOv5m | COCO | Obejct Detection |
| YOLOv5l | COCO | Obejct Detection |
| YOLOv5x | COCO | Obejct Detection |
| YOLOv5-face | WIDERFace | Face Detection |
| YOLOv6s | COCO | Obejct Detection |
| YOLOv6n | COCO | Obejct Detection |
| YOLOv6m | COCO | Obejct Detection |
| YOLOv6l | COCO | Obejct Detection |
| YOLOv7-tiny | COCO | Obejct Detection |
| YOLOv7 | COCO | Obejct Detection |
| YOLOv7x | COCO | Obejct Detection |
| YOLOv8s | COCO | Obejct Detection |
| YOLOv8n | COCO | Obejct Detection |
| YOLOv8m | COCO | Obejct Detection |
| YOLOv8b | COCO | Obejct Detection |
| YOLOv8l | COCO | Obejct Detection |
| YOLOv8x | COCO | Obejct Detection |
| YOLOv10n | COCO | Obejct Detection |
| YOLOv10s | COCO | Obejct Detection |
| YOLOv10m | COCO | Obejct Detection |
| YOLOv10b | COCO | Obejct Detection |
| YOLOv10l | COCO | Obejct Detection |
| YOLOv10x | COCO | Obejct Detection |
| YOLOX-nano | COCO | Obejct Detection |
| YOLOX-tiny | COCO | Obejct Detection |
| YOLOX-s | COCO | Obejct Detection |
| YOLOX-m | COCO | Obejct Detection |
| YOLOX-l | COCO | Obejct Detection |
| YOLOX-x | COCO | Obejct Detection |
| YOLOX-darknet53 | COCO | Obejct Detection |
| 3DDFA_V2 | 300W-LP | Face Alignment |
| ConvNeXtTiny | ILSVRC2012 | Image Classification |
| ConvNeXtSmall | ILSVRC2012 | Image Classification |
| ConvNeXtBase | ILSVRC2012 | Image Classification |
| ConvNeXtLarge | ILSVRC2012 | Image Classification |
| EfficientNetB0 | ILSVRC2012 | Image Classification |
| EfficientNetB1 | ILSVRC2012 | Image Classification |
| EfficientNetB2 | ILSVRC2012 | Image Classification |
| EfficientNetB3 | ILSVRC2012 | Image Classification |
| EfficientNetB4 | ILSVRC2012 | Image Classification |
| EfficientNetB5 | ILSVRC2012 | Image Classification |
| EfficientNetB6 | ILSVRC2012 | Image Classification |
| EfficientNetB7 | ILSVRC2012 | Image Classification |
| EfficientNet_V2_S | ILSVRC2012 | Image Classification |
| EfficientNet_V2_M | ILSVRC2012 | Image Classification |
| EfficientNet_V2_L | ILSVRC2012 | Image Classification |
| Wide_ResNet50_2 | ILSVRC2012 | Image Classification |
| Wide_ResNet101_2 | ILSVRC2012 | Image Classification |
| MNASNet0_5 | ILSVRC2012 | Image Classification |
| MNASNet0_75 | ILSVRC2012 | Image Classification |
| MNASNet1_0 | ILSVRC2012 | Image Classification |
| MNASNet1_3 | ILSVRC2012 | Image Classification |
| MobileNet_V2 | ILSVRC2012 | Image Classification |
| MobileNet_V3_Small | ILSVRC2012 | Image Classification |
| MobileNet_V3_Large | ILSVRC2012 | Image Classification |
| ResNet18 | ILSVRC2012 | Image Classification |
| ResNet34 | ILSVRC2012 | Image Classification |
| ResNet50 | ILSVRC2012 | Image Classification |
| ResNet101 | ILSVRC2012 | Image Classification |
| ResNet152 | ILSVRC2012 | Image Classification |
| ResNet101V2 | ILSVRC2012 | Image Classification |
| ResNet152V2 | ILSVRC2012 | Image Classification |
| VGG11 | ILSVRC2012 | Image Classification |
| VGG11_BN | ILSVRC2012 | Image Classification |
| VGG13 | ILSVRC2012 | Image Classification |
| VGG13_BN | ILSVRC2012 | Image Classification |
| VGG16 | ILSVRC2012 | Image Classification |
| VGG16_BN | ILSVRC2012 | Image Classification |
| VGG19 | ILSVRC2012 | Image Classification |
| VGG19_BN | ILSVRC2012 | Image Classification |
| SqueezeNet1_0 | ILSVRC2012 | Image Classification |
| SqueezeNet1_1 | ILSVRC2012 | Image Classification |
| ShuffleNet_V2_X0_5 | ILSVRC2012 | Image Classification |
| ShuffleNet_V2_X1_0 | ILSVRC2012 | Image Classification |
| ShuffleNet_V2_X1_5 | ILSVRC2012 | Image Classification |
| ShuffleNet_V2_X2_0 | ILSVRC2012 | Image Classification |
| DenseNet121 | ILSVRC2012 | Image Classification |
| DenseNet161 | ILSVRC2012 | Image Classification |
| DenseNet169 | ILSVRC2012 | Image Classification |
| DenseNet201 | ILSVRC2012 | Image Classification |
| RegNet_X_400MF | ILSVRC2012 | Image Classification |
| RegNet_X_800MF | ILSVRC2012 | Image Classification |
| RegNet_X_1_6GF | ILSVRC2012 | Image Classification |
| RegNet_X_3_2GF | ILSVRC2012 | Image Classification |
| RegNet_X_8GF | ILSVRC2012 | Image Classification |
| RegNet_X_16GF | ILSVRC2012 | Image Classification |
| RegNet_X_32GF | ILSVRC2012 | Image Classification |
| RegNet_Y_400MF | ILSVRC2012 | Image Classification |
| RegNet_Y_800MF | ILSVRC2012 | Image Classification |
| RegNet_Y_1_6GF | ILSVRC2012 | Image Classification |
| RegNet_Y_3_2GF | ILSVRC2012 | Image Classification |
| RegNet_Y_8GF | ILSVRC2012 | Image Classification |
| RegNet_Y_16GF | ILSVRC2012 | Image Classification |
| RegNet_Y_32GF | ILSVRC2012 | Image Classification |
| RegNet_Y_128GF | ILSVRC2012 | Image Classification |
| ResNeXt50_32x4D | ILSVRC2012 | Image Classification |
| ResNeXt101_32x8D | ILSVRC2012 | Image Classification |
| ResNeXt101_64x4D | ILSVRC2012 | Image Classification |
| AlexNet | ILSVRC2012 | Image Classification |
| GoogLeNet | ILSVRC2012 | Image Classification |
| Inception_V3 | ILSVRC2012 | Image Classification |