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Embedding VC

Posted 4 months ago

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Member of Technical Staff - Diffusion Model

San FranciscoOn-siteFull-time

AI Summary

Designs and optimizes diffusion-based models and tooling for multi-modal generation, including conditioning, training at scale, and personalization pipelines.

About this role

Introducing Moonlake, AI for creating world simulations.

Modeling & architecture

  • Build and iterate on 2D/3D/image/video/audio diffusion architectures

  • Work on conditioning: text/image/pose/layout/control signals, multi-modal encoders, guidance strategies.

Training & optimization

  • Large-scale diffusion training

  • Improve sample quality vs. compute trade-offs: better objectives, distillation, consistency/one-step models.

Control & alignment

  • Techniques like ControlNet, LoRA, IP-Adapters, adapters for style/identity/geometry/control.

  • Build editing, inpainting, and personalization pipelines (DreamBooth, custom subject/style tuning).

We are committed to being an on-site, in-person team currently based in San Mateo

Skills

2D/3D/image/video/audio DiffusionAdapters For Style/identity/geometry/controlConditioning Signals (text/image/pose/layout)Consistency/one-step ModelsControlNetCustom Subject/style TuningDiffusion ArchitecturesDistillationDreamBoothEditing/inpainting/personalization PipelinesGuidance StrategiesIP-AdaptersLarge-scale Diffusion TrainingLoRAMulti-modal EncodersObjective Optimization

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