Stable Diffusion (SDXL) / LoRA Expert Needed – Workflow Consultation for AI Character Realism

@SkillCrafts

Transitioning from MidJourney’s aesthetics to a functional SDXL pipeline is a process I’ve mastered through developing consistent characters for several virtual influencer and gaming projects. Since you have the foundational faces, the priority is converting those static MJ seeds into a robust training dataset that allows for 360-degree consistency without sacrificing high-frequency skin textures. I specialize in bridging the gap between MidJourney’s curated generations and SDXL’s controllable environments, ensuring your AI companions maintain their distinct identity across every possible prompt, lighting condition, and user interaction. I will develop a high-fidelity LoRA using Kohya_ss, curating a dataset from your MJ outputs while utilizing IP-Adapter-Plus to maintain identity integrity throughout the training process. To ensure maximum realism, I’ll apply a multi-concept training methodology, fine-tuning rank and alpha settings to find the specific balance where the character is unmistakable yet the model remains flexible to varying outfits. We will leverage ComfyUI for the workflow, incorporating ADetailer for facial preservation and ControlNet for structural accuracy in complex poses. I’ll provide a streamlined, API-ready workflow that allows your backend to generate these characters at scale. Are you planning to host this generation engine on custom infrastructure like RunPod, or are you leaning toward a managed API for user traffic? Also, should we focus strictly on the facial identity for now, or do you require specific environment and outfit LoRAs to maintain brand consistency? I am available for a quick chat to walk you through my previous character consistency benchmarks and discuss how we can optimize your inference costs while maintaining visual fidelity.

@emirh31

Hello! I understand you’re building an AI companion platform and want to transition from MidJourney to a professional SDXL + LoRA pipeline for realistic, consistent, and scalable character assets. I specialize in Stable Diffusion workflows, AI model development, and optimization strategies. I can guide you on maintaining locked-in character identities, improving realism, and designing a workflow that scales for influencer-ready assets. I focus on consultation and pipeline strategy—not just image generation. Could you share your current MidJourney workflow so I can propose precise optimizations? My proposed budget is £100 for a 1-week consulting engagement. Looking forward to hearing from you. Thank you.

@exequiel12ifran

Hello, I am a full stack developer with 8 years of rich experience in software development, with stable diffusion workflows, sdxl and lora training pipelines, dataset preparation for identity consistency, and production oriented guidance for scalable image generation systems. I would approach this by reviewing your current MidJourney assets and target realism level, then defining a clean SDXL pipeline that separates identity locking from style control so your characters remain consistent long term. I would guide you through dataset curation, captioning strategy, lora training settings, validation methods, and a repeatable generation workflow with versioned checkpoints so you can scale influencer ready assets without quality drift. This project is a perfect fit for my skills and I am sure I can delivery this with high quality, focusing on clear workflow documentation and practical guidance rather than one off image generation. Thanks for considering my proposal, — Lautaro

@Lazarone1

Hello, I’m Lazar, an AI consultant specializing in Stable Diffusion (SDXL) workflows and LoRA integration to deliver reliable, scalable character realism. I recently guided a media startup through a full SDXL/LoRA optimization, achieving consistent identity retention and production-ready assets without compromising quality. I will help you lock faces for long-term use, ensure scalable influencer-ready outputs, and streamline a professional SDXL + LoRA pipeline while you focus on platform growth. I’ll audit and optimize your current MidJourney-to-SDXL workflow, map bottlenecks, and provide a practical, repeatable process with clear checkpoints . I look forward to tailoring this to your platform and timeline Best regards,

@trb2004

Hi there! I’m excited about your AI companion project and your transition to a professional SDXL + LoRA pipeline. With my expertise in Stable Diffusion and AI model development, I can guide you on optimizing your workflow to enhance realism and maintain character identity. I understand your need for locking faces for long-term use and creating scalable influencer-ready assets. My approach will include tailored strategies to streamline processes and ensure high-quality output without generating images myself. Let's discuss how we can elevate your platform and achieve your vision.

@vudinhgiang

Hello, I’m Giang — a professional developer with hands-on experience building Stable Diffusion (SDXL) pipelines and LoRA training workflows for consistent character identity and scalable AI asset production. I can guide you step-by-step on designing a clean SDXL + LoRA workflow that locks facial features, improves realism, maintains long-term consistency, and prepares your characters for influencer-grade deployment — focusing on architecture, dataset curation, training strategy, and reproducibility rather than one-off image generation. Best regards, Giang

@blazenicholas

I’ve managed projects involving AI-generated character assets and understand your aim to enhance realism and maintain consistent identities through a professional SDXL and LoRA pipeline. Your focus on locking faces for long-term use and building scalable influencer-ready assets is clear. I bring solid, hands-on experience delivering practical, results-driven solutions across web, mobile, and e-commerce projects. My background includes workflow optimization and expert consultation tailored to creative technology platforms, ensuring streamlined processes and sustainable outcomes. I’m available for a no-pressure call to discuss how I can support your goals and refine your pipeline. Regards, Blaze Nicholas

@krisk63

Hi there, I'm Kristopher Kramer from McKinney, Texas. I’ve worked on similar projects before, and as a senior full-stack and AI engineer, I have the proven experience needed to deliver this successfully, so I have strong experience in AI Consulting, AI Model Development, AI Development and Stable Diffusion. I’m available to start right away and happy to discuss the project details anytime. Looking forward to speaking with you soon. Best regards, Kristopher Kramer

@Ahmedh058

Hi there, I’m Ahmed from Eastvale, California — a Senior Full-Stack Engineer with over 15 years of experience building high-quality web and mobile applications. After reviewing your job posting, I’m confident that my background and skill set make me an excellent fit for your project — Stable Diffusion (SDXL) / LoRA Expert Needed – Workflow Consultation for AI Character Realism . I’ve successfully completed similar projects in the past, so you can expect reliable communication, clean and scalable code, and results delivered on time. I’m ready to get started right away and would love the opportunity to bring your vision to life. Looking forward to working with you. Best regards, Ahmed Hassan

@markupdudes

Hi, I’m excited about your AI companion platform and your move towards a professional Stable Diffusion (SDXL) + LoRA pipeline. Your focus on improving realism while maintaining consistent character identity is crucial for long-term success, especially for building scalable, influencer-ready assets. With extensive experience in AI consulting and model development specifically with SDXL and LoRA, I can guide you through optimizing your workflow. From locking faces to ensure identity consistency to scaling your assets efficiently, I’ll provide a tailored strategy that integrates seamlessly with your existing MidJourney creations. Let's start with a detailed consultation to map out your current pipeline and identify key areas for workflow enhancement. I suggest a timeline of 5 days to cover initial assessment and a strategy plan. What specific challenges have you faced so far with maintaining character consistency using your current tools? Thanks,

@Sohail748

Hi there, I'm offering a 25% discount on this project. With deep expertise in Stable Diffusion (SDXL) and LoRA training, I will provide comprehensive workflow consultation to help you achieve exceptional AI character realism—guiding you through model selection, training techniques, prompt engineering, and post‑processing for stunning, lifelike results. I'll start by understanding your specific character concepts, desired style, and current skill level with SDXL. I will then provide expert consultation covering model selection and base model recommendations for realism, LoRA training techniques for consistent characters and styles, dataset curation and preparation best practices, advanced prompt engineering for fine‑grained control, negative prompting and embeddings for quality improvement, high‑resolution upscaling and refinement workflows, inpainting and outpainting for corrections and composition, and integration with tools like Automatic1111, ComfyUI, or Forge. You'll receive a personalized workflow consultation, documented best practices tailored to your goals, and the knowledge to consistently generate photorealistic AI characters. Let's push the boundaries of what's possible with SDXL and LoRA. Best regards, Sohail

@fakhara1ha

Hey , I just finished reading the job description and I see you are looking for someone experienced in AI Model Development, Stable Diffusion, AI Consulting and AI Development. This is something I can do. Please review my profile to confirm that I have great experience working with these tech stacks. While I have few questions: 1. These are all the requirements? If not, Please share more detailed requirements. 2. Do you currently have anything done for the job or it has to be done from scratch? 3. What is the timeline to get this done? Why Choose Me? 1. I have done more than 250 major projects. 2. I have not received a single bad feedback since the last 5-6 years. 3. You will find 5 star feedback on the last 100+ major projects which shows my clients are happy with my work. Timings: 9am - 9pm Eastern Time (I work as a full time freelancer) I will share with you my recent work in the private chat due to privacy concerns! Please start the chat to discuss it further.

@maxscender

I can help you. I will focus on the transition from Midjourney’s specific "aesthetic" to SDXL’s structural consistency. A common pitfall is identity "drift" when applying a LoRA across different lighting and environments; I’ll guide you through using IP-Adapter-FaceID as a structural anchor to supplement your LoRA and prevent this. To ensure influencer-level realism, we must address the "plastic" sheen inherent in MJ-trained datasets by implementing a rigorous captioning strategy that decouples character features from clothing and background to avoid permanent "clothing bleed." I will show you how to structure a ComfyUI workflow that utilizes high-resolution detailing (via Tiled Diffusion or Adetailer) and specific noise-offset settings in the training phase to achieve authentic skin textures rather than the typical "AI look."

@lumbinychas9

I've helped several creators move from MidJourney to SDXL for consistent character work and understand exactly what you're trying to achieve. A client came to me last year with the same problem. He had beautiful MidJourney faces but couldn't keep them consistent across expressions or angles. Every new generation looked like a different person. We built a LoRA training pipeline using his best MidJourney outputs as source material, dialed in the settings to lock identity, and tested across multiple checkpoints until the face held no matter the prompt. For your platform I'd guide you through that same process. I'll show you how to prepare your training images, what captioning style works best for character locking, and which LoRA settings preserve realism without overfitting. I'll also help you choose the right base models and samplers for influencer-ready output. I won't touch a single generation for you. My job is to make sure you understand every step so you can scale this yourself going forward. Happy to jump on a call and look at your current faces. I can usually tell within a few minutes whether your source material will train well and what adjustments might help.

@bjorkb

I have just completed a similar project. I recently optimized an SDXL and LoRA pipeline to enhance character realism and consistency while securing long-term identity retention for scalable digital assets. You won’t find a specialist better aligned with what you’re looking for. I understand the importance of maintaining character integrity and scalable workflow efficiency in your AI companion platform. I specialize in transforming complex business requirements into high-converting, user-centric digital assets. I’d love to chat about your project! The worst that can happen is you walk away with a free consultation. Regards, Bjork Bronkhorst

@Microlent

Hello! I can design a production-grade SDXL + LoRA workflow that locks character identity, improves photorealism, and scales cleanly for long-term influencer-grade asset generation. Proposed Architecture: Core Engine • SDXL base model with curated photorealistic checkpoint (e.g., SDXL 1.0 + refined merge) • Character-specific LoRA trained on curated MidJourney face dataset • Optional DreamBooth refinement if identity lock requires deeper embedding • ControlNet stack for pose, depth, and facial structure consistency Flow • Curate and preprocess face dataset (alignment, cropping, tagging) • Train LoRA with optimized rank, learning rate, and caption strategy • Validate identity retention across poses, lighting, and expressions • Build prompt template library for repeatable influencer-style outputs Consistency Strategy • Embedding token standardization for each character • Seed management and sampler consistency (DPM++ variants) • Face-detailer pass (ADetailer) for micro-feature retention • Negative prompt tuning to reduce drift Scalability • Modular LoRA per character • Versioned training configs for future retraining • Structured ComfyUI or Automatic1111 workflow export • Storage strategy for reproducible outputs Let’s define your current hardware setup and preferred UI stack so we can optimize the pipeline precisely. Best regards, Jasmin

@naseeb1995

With my extensive 10+ years in AI and automation, I have cultivated the expertise and proficiency you require for your project. My specialization in designing and optimizing intelligent systems is particularly suited to streamline your SDXL + LoRA pipeline, enhancing realism and reinforcing consistent character identity. Your aim of building scalable assets aligns perfectly with my technology-driven approach that aims to reduce cost, elevate efficiency, and maximize growth. One key aspect I bring to the table is my deep proficiency in lead generation using AI. This will help us ensure real-time market feedback, allowing us to continually improve and adapt our virtual companions to meet the evolving needs of your audience. Furthermore, I have a keen eye for leveraging AI-generated content effectively for marketing purposes. By integrating this skill into your workflow, we can create cutting-edge character faces that aren't just realistic but resonate with your target influencer-ready audience. Another strength I possess is my ability to balance adoption of new techniques while maintaining stability. As you transition from MidJourney to SDXL + LoRA pipeline, it's vital not only to improve realism but also to lock faces for long-term use. I have hands-on experience executing such complex transitions while ensuring continuity and coherence. Therefore, entrusting me with guiding your workflow optimization isn't just a prudent decision; it's the !.......

@juanjosec63

Hello, I’m excited about the opportunity to contribute to your project. With hands-on experience setting up SDXL + LoRA pipelines for realistic, identity-consistent characters, I can guide you through a professional workflow that reliably “locks” faces, improves realism, and scales asset production without relying on ad-hoc prompting. I’ll help you choose the right SDXL base, LoRA training approach, dataset and captioning standards, and inference settings so character identity stays stable across outfits, poses, lighting, and backgrounds while remaining influencer-ready. You can expect clear, practical recommendations, reproducible settings, and optimisation guidance that fits your long-term production goals rather than one-off image generation. Best regards, Juan

@codefusion53

Hi I can provide structured consultation to help you transition from MidJourney outputs to a professional SDXL plus LoRA pipeline built for realism, identity consistency, and long term scalability. I focus on designing repeatable workflows that give you control over character locking, style direction, and asset production without constant prompt trial and error. We will define a clean SDXL base setup, select or fine tune appropriate checkpoints, and design a LoRA training strategy to preserve facial identity across poses, lighting, and expressions. I will guide you through dataset curation, tagging strategy, training parameters, and version control so your characters remain consistent and production ready. We can also structure a workflow for influencer grade assets including batch generation, upscaling, refinement, and quality control. You will receive a documented pipeline blueprint, tool recommendations, and practical guidance on scaling across multiple characters while maintaining brand consistency. Best, Justin