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User seeks advice on training Qwen2512 LORA locally with AI_Toolkit

By PulseAugur Editorial · [1 sources] ·

A user is seeking advice on training a Qwen2512 LORA model locally using AI_Toolkit on a 5070Ti graphics card. They are experiencing extremely slow training times and CUDA Out of Memory errors, even with 4-bit quantization. The user is also looking for alternative LORA models that are compatible with ControlNets and can produce photorealistic outputs, while avoiding SDXL and Flux models. AI

IMPACT Guidance sought on optimizing local LORA training for photorealistic outputs with specific models and tools.

RANK_REASON User query about using specific AI tools and hardware for model training.

Read on r/StableDiffusion →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

User seeks advice on training Qwen2512 LORA locally with AI_Toolkit

How we ranked this

Signal score
0 / 100
Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket
Tool
User query about using specific AI tools and hardware for model training.
Source corroboration
Single-source cluster
Only one publisher covered this so far. Single-source stories can still rank when the publisher is high-authority, but they lack cross-source corroboration.
Topics
product, infra
Editorial topic classification. Feeds into how the story surfaces on /topic/<slug> hub pages and into the per-entity coverage mix.
AI-industry relevance
High
Clearly on-topic for AI-industry coverage.
Story freshness
95 days old
Aged out of breaking-news scoring windows; ranking reflects the durable signal from the full source set.

Full methodology in our editorial standards.

COVERAGE [1]

  1. r/StableDiffusion TIER_2 English(EN) · /u/ayruos ·

    Qwen2512 LORA training with ai-toolkit on a 5070Ti? (Alternatively, which model works well with custom LORA AND control nets that I can train locally?)

    <!-- SC_OFF --><div class="md"><p>I've trained multiple ZIT LORAs before and they work great, however, using control nets with ZIT LORAs seem to give unusable outputs.</p> <p>Thought I'll try QWEN but training seems EXTREMELY SLOW. If I try it with the default, out of the box con…

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