构建多模式未来：开放的生态系统和数据发挥作用.pdf

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1、Realistic bird studies,intricate psychedelic landscapeBuilding a Multimodal Future Open Ecosystems and Data at PlayPROPRIETARY&CONFIDENTIAL2Stability AI is a leader in open source generative AIPROPRIETARY&CONFIDENTIAL85%of smartphones are Linux/Android poweredThe open source ecosystem is mission cri

2、tical infrastructure80%of 80%of Fortune 100 companiesuse Kafka20142015201620182020Popularity of open source database management systems202320172019201920212022Source:1 2 363%Open Source LicenseCommercial License52%100%of 500 fastest supercomputers use Linux/Unix90%of cloud infrastructure operates on

3、 LinuxPROPRIETARY&CONFIDENTIALClosedAI SystemsClosed versus OpenValueDataNo control,no ownershipRent a 3rd party API to an opaque model that may eventually compete against youOpen sourcefoundational ModelsYou own everythingTransparent,open source methodologies with weights you can customize and take

4、 anywhereApplicationsStart-ups4PROPRIETARY&CONFIDENTIALFinding middle ground with escrow architectures5PROPRIETARY&CONFIDENTIALAnt,macro lens photoOpen Source Advantage6Stable Suite of ModelsOwn your models(weights)Interpretability,auditability,optimization,securityIntegrate within your environment/

5、VPC Promotes equal knowledge access&economic gain Encourages innovation through global collaboration Empowers startups,fostering further innovation Enhances security via community accountability Tackles biases,misinformation,©right concerns Promotes industry standards for better interoperability

6、 Prevents blackbox systems,increasing accountabilityPROPRIETARY&CONFIDENTIAL7 7Open source flywheel effectsInstructPix2PixFollow image editing instructionsPhoto of a wolf7Stable Models are optimized on chipDreamboothTextual inversion fine-tuningLoRALow-rank adaptation for fine-tuningRiffusionReal-ti