AI PC: Feature Extraction - a Intel Collection

Intel 's Collections

AI PC: Text Generation

AI PC: Text-to-Image

AI PC: Audio Classification

AI PC: Automatic Speech Recognition

AI PC: Feature Extraction

AI PC: Image Classification

AI PC: Image-to-Text

AI PC: Masked Language Models

AI PC: Question Answering

AI PC: Text Classification

AI PC: Text2Text Generation

AI PC: Token Classification

AI PC: Translation

DPT 3.1

Intel Neural Chat

Whisper

Mistral

Stable Diffusion

GPT

DPT 3.0

BGE

TVP

Table Transformer

BERT

ALBERT

RoBERTa

DeBERTa

ColBERT

MiniLM

BART

NQ

ELI5

T5

Electra

XLNet

ViT

LDM3D collection

AI PC: Feature Extraction

updated Aug 23, 2024

NLP models for Feature Extraction that have been validated to run on the AI PC Intel® Core™ Ultra CPU and iGPU.

BAAI/bge-base-en-v1.5

Feature Extraction • Updated Feb 21, 2024 • 1.69M • • 279

Note This model was tested with OpenVINO version 2024.1.0 using the OVModelForFeatureExtraction library. To convert the model to OpenVINO, follow instructions at: https://huggingface.co/docs/optimum/main/en/intel/installation
BAAI/bge-large-en-v1.5

Feature Extraction • Updated Feb 21, 2024 • 2.39M • • 488

Note This model was tested with OpenVINO version 2024.1.0 using the OVModelForFeatureExtraction library. To convert the model to OpenVINO, follow instructions at: https://huggingface.co/docs/optimum/main/en/intel/installation
Contrastive-Tension/BERT-Large-CT-STSb

Feature Extraction • Updated May 18, 2021 • 16

Note This model was tested with OpenVINO version 2024.1.0 using the OVModelForFeatureExtraction library. To convert the model to OpenVINO, follow instructions at: https://huggingface.co/docs/optimum/main/en/intel/installation
DeepPavlov/bert-base-cased-conversational

Feature Extraction • Updated Nov 8, 2021 • 620 • • 8

Note This model was tested with OpenVINO version 2024.1.0 using the OVModelForFeatureExtraction library. To convert the model to OpenVINO, follow instructions at: https://huggingface.co/docs/optimum/main/en/intel/installation
dkleczek/Polish_RoBERTa_large_OPI

Feature Extraction • Updated Aug 26, 2021 • 6

Note This model was tested with OpenVINO version 2024.1.0 using the OVModelForFeatureExtraction library. To convert the model to OpenVINO, follow instructions at: https://huggingface.co/docs/optimum/main/en/intel/installation
princeton-nlp/sup-simcse-roberta-base

Feature Extraction • Updated May 20, 2021 • 6.92k • 8

Note This model was tested with OpenVINO version 2024.1.0 using the OVModelForFeatureExtraction library. To convert the model to OpenVINO, follow instructions at: https://huggingface.co/docs/optimum/main/en/intel/installation
sentence-transformers/distilbert-base-nli-mean-tokens

Feature Extraction • Updated Nov 5, 2024 • 701k • • 5

Note This model was tested with OpenVINO version 2024.1.0 using the OVModelForFeatureExtraction library. To convert the model to OpenVINO, follow instructions at: https://huggingface.co/docs/optimum/main/en/intel/installation
BAAI/bge-reranker-large

Feature Extraction • Updated May 11, 2024 • 1.03M • • 372

Note This model was tested with OpenVINO version 2024.1.0 using the OVModelForSequenceClassification library. To convert the model to OpenVINO, follow instructions at: https://huggingface.co/docs/optimum/main/en/intel/installation