LoRA Training News & Guides

Yu2 Italian 80s/90s Canzone LoRA released on Hugging Face

A community LoRA for the Yu2 model generates Italian 80s/90s-style canzone, shared on Hugging Face by becausereasons and posted to r/StableDiffusion.

Yue2 LoRA adds French chanson style to Stable Diffusion

A community LoRA for Yue2, hosted on Hugging Face, targets French ballad (chanson française) generation. The author says it can be pushed toward more modern interpretations per the demos.

Minimax H3 LoRA Trained on 341 Stills Tested for Motion Loss

A before-and-after demo compares the same prompt, seed, and settings with and without a LoRA trained on 341 stills on Minimax H3, testing the claim that image-only training breaks motion ability.

Yue2 voice LoRA of Samuel L. Jackson trained in 400 steps

A community LoRA for the Yue2 voice model, trained with AI-Toolkit in just 400 steps, is shared on Hugging Face alongside a generated song. The poster credits gueykhalamari for the LoRA and track, and built an interactive music player around it.

Stable Diffusion users compare Fast H3 V2 and 3-Step LoRA

A r/StableDiffusion thread asks whether a consensus exists on image-to-video optimization stacks, listing four combinations: CK + Fast H3 V2, CK + 3-Step LoRA, Sparse + CK + 3-Step LoRA, and Sparse + CK + Fast H3 V2. The poster notes H3 optimizations are dropping faster than any single person can test.

Industrial rock LoRA trained for YUE2

A community contributor released an industrial rock LoRA for YUE2 on Hugging Face. No training details, dataset size, or sample outputs were provided in the post.

Yue2 LoRAs for roots and reggae styles released

Community-shared LoRA adapters for the Yue2 image model target roots and reggae aesthetics, posted to Hugging Face by user becausereasons.

MiniMax H3 ecosystem round-ups track LoRAs, ComfyUI 0.36.0

A daily r/ComfyUI round-up series documents the MiniMax H3 open video model's tooling: ComfyUI Portable reached 0.36.0 with H3 fixes, and TaoMate-H3 cuts Ref2VA generation to 3 steps via turbo LoRAs. One month post-release, the official repo passed 4,994,268 downloads.

Infinite-Parameter LLMs paper adapts weights from live data

The arXiv paper proposes generating and adapting model weights from live data, building on test-time training work like Titans and recent Dynamic LoRA adapters. The approach is described as similar to SHINE.

Reddit user ranks 11 jiggle LoRAs for WAN 2.1 video model

Same seed, prompt, and driving video across all 11 LoRAs, with only the LoRA swapped between runs. Each was scored on physics (does motion behave like real tissue) and shape (does the form look anatomically real).

Creator releases updated LoRA for video and image enhancement

A community creator published an updated LoRA for video-image enhancing, upscaling, and restoring, demonstrated in a YouTube walkthrough. The update follows an earlier version of the same LoRA posted in August.

Free Krea 2 character LoRA library reaches 18 models

A community builder has trained 18 character LoRAs specifically for Krea 2, all free on Hugging Face, plus a visual browser to replace scattered individual posts.

Krea 2 pixel art LoRAs target 32x32, 64x64, 128x128

Community LoRAs for Krea 2 lock generation to 32x32, 64x64, and 128x128 pixel art resolutions, since the model was trained on several pixel-art resolutions. The aim is avoiding "mixel" output with inconsistent pixel sizes.

YuE2 Studio offers local web UI for YuE2 music generation and LoRA training

A community-built local web UI for the YuE2 music model consolidates song creation and LoRA training into one interface. Users enter a musical style plus section-tagged lyrics to generate songs.

YuE2 Hum-to-Song LoRA turns humming into full songs

Hum-to-Song is a YuE2 LoRA adapter that converts a hummed melody into a produced track with verse and chorus. Creator MotherSuperior released version 1 with official ComfyUI nodes for out-of-the-box compatibility, plus CLI scripts in the HuggingFace repo.

YuE2 Instrumental LoRA trained on 2,700 tracks

Community LoRA for YuE2 was trained on 2,700 instrumental tracks spanning 100+ genres. It offers three lyric-field prompting modes: bare, untimed tags, and a third option for controlling section order and timing.

Reddit tip: skip textfusion MLP layers when training Krea2 LoRAs

A r/StableDiffusion post warns that Krea2's internal MLP layers inside textfusion explode during LoRA training and should be skipped in the config. The poster says this applies to character, style, and general LoRA training.

ComfyUI YuE2 LoRA trainer released as custom nodes

A LoRA trainer for YuE2 has been built as ComfyUI nodes, using the encoder and tokenizer from the poster's own research. It was developed with MachineDelusions; tutorial videos are planned.

Reddit user seeks Illustrious LoRA to replicate an art style

A r/StableDiffusion poster says they searched Civitai and asked Claude and ChatGPT for help but could not recreate the art style shown in their gallery post.

Minimax Singularity checkpoint generates video in 4 steps

A Reddit user generated a full video using the Minimax Singularity checkpoint paired with a lightx2v 4-step ref2va LoRA. The checkpoint is hosted on Hugging Face as WarmBloodAban/Minimax-h3_Singularity.

TaoMate-H3 3-Step LoRA brings low-latency A/V generation to ComfyUI

TaoMate-H3, built by Alibaba's TaoLive AIGC Team on MiniMax H3, generates synchronized audio and video in small chunks at 480p/768p/1080p. The 3-step LoRA is now packaged as a ComfyUI-compatible safetensors file with no retraining or merge, though users report jerky motion and broken output on non-static scenes.

ComfyUI user troubleshoots grid-like skin texture on LoRA-trained character

A Reddit user reports grid-like texture artifacts on the arms and legs of a LoRA-trained character in ComfyUI, while the face renders cleanly. The issue appears only on the body and in a minority of otherwise near-perfect images.

MiniMax H3 RefMod workflows create reusable identities without training

Community workflows turn reference images into reusable .safetensors "RefMods" for MiniMax H3 in ComfyUI, acting as a "Light Lora" for H3 Ref models. One user built a working RefMod from 8 base images in a couple of minutes; another used 22 images.

CodeFinetuner fine-tunes local code autocomplete on your codebase

Open-source pipeline LoRA fine-tunes a small code autocomplete model such as Qwen2.5-Coder-3B on a specific codebase, built by a developer learning LoRA fine-tuning over several months.

Reddit user asks how to train character LoRAs for Krea2

A r/StableDiffusion post asks for the most accurate way to train character LoRAs on Krea2, covering face and body type, and requests Hugging Face resources. The poster says existing guides are 1-2 months old and the options are overwhelming.

Reddit user benchmarks four Minimax LoRAs on identical prompts

Fused finished fastest at 1:11, with the other three models around 1:40 each; Fused also produced the best audio. Tests used only the ComfyKitchen speed enhancer, no spectrum or Sage attention.

LTX updates Ingredients IC-LoRA for 2.5, enabling reference2video

Lightricks quietly updated the Ingredients IC-LoRA for LTX-2.5, hosted on Hugging Face as LTX-2.5-22b-IC-LoRA-Ingredients. The adapter enables reference2video generation from a sheet image.

SMACK! LoRA Beta 2 adds gunshots and blood squibs to MiniMax H3

SMACK! Beta 2 is a LoRA for MiniMax H3 (Ref2V) that adds impacts, gunshots, and blood squibs, with no trigger word required. Beta 1 covered fists, weapons, car hits, and falls; the older version was removed from Civitai for gore and now lives on Hugging Face.

Hugging Face details async GRPO with LoRA on HF Jobs

Hugging Face blog post describes an asynchronous GRPO training setup using LoRA adapters across HF Jobs, built on a bucket and a proxy with no NCCL required.

Feyn releases MultiMatte, a promptable background removal model

MultiMatte is built on Meta's SAM 3 and fine-tunes 19.49M of its 860M parameters (2.27% of weights) with rank-16 LoRA. It scores 0.901 S-measure on DIS-VD versus SAM 3's 0.667, using alpha mattes instead of binary masks.

Legend LoRAs: Krea 2 + Dark Church style LoRA shared

A community LoRA for Krea 2, themed 'Dark Church', is shared on Civitai with prompts and workflow. The model ID is 2920325.

Krea 2 Turbo 4-step distillation LoRA released

A community LoRA for Krea 2 Turbo cuts minimum usable steps from 8 to 4, running ~1.6× faster end-to-end (54.5s vs 88.7s). Latest checkpoint (chk60K) achieves fine detail above the 8-step teacher with best prompt-adherence scores.

Flux 2 Klein 9b LoRa adds precise eye direction control

A new LoRa for Flux 2 Klein 9b enables precise control of eye direction in any image style, using a red dot marker. The creator previously released a Sun Direction LoRa.

Continual learning mechanisms compose for long-horizon memorization

A factorial study combines data, function, and weight anchors with merged low-rank updates, reporting substantial gains in long-horizon memorization for language models. The work targets catastrophic forgetting in continual supervised fine-tuning.

New Krea 2 realism LoRA shared on Reddit

A Reddit user released a new 'insta realism' LoRA trained on Krea 2, sharing download link and workflow metadata in the comments.

MiniMax Fizgig lets you edit LoRAs with video previews

Fizgig now supports block editing and tweaking of LoRAs in realtime with video feedback, allowing users to save modified versions and mix content from other LoRAs. It supports Fl2va/Ref2va during the edit process.

Artist creates retro 'found footage' video with custom FLUX-2 LoRA

A new experimental video by uisato uses a custom FLUX-2 LoRA, Python, manual edits, and post-fx to create a 'found footage' aesthetic. Project files are available on Patreon.

MiniMax H3 VR180 stereoscopic side-by-side LoRA released

A community LoRA for MiniMax H3 generates VR180 stereoscopic side-by-side video, running in ComfyUI with reference characters and start images at 4 steps. Creator reports good quality at 21:9, 1.3MP, 768px short side.

Community tests MinimaxH3 cinematic and motion LoRAs

A Reddit user tests two HuggingFace LoRAs—orangesouth/MinimaxH3CinematicRealism and vpakarinen/better-human-motion-h3-lora—on a pruned FP8 model without turbo LoRA, using 32 steps.

Fizgig 5.2 LoRA trainer combines two Minimax methods

Fizgig 5.2 trains LoRAs on H3 by targeting only blocks 20-49 of the model's 50 blocks, based on the finding that H3's stable identity lives in the back 30 blocks. The release combines two Minimax training methods that previously required separate trainers.

Community asks for 16-20 step LoRA for MiniMax

A Reddit user asks why no one has made a LoRA to bring 40-50 step quality down to 16-24 steps for MiniMax, noting 4 and 8 step LoRAs look bad due to model mechanics.

MH3 10Eros models praised for fast, high-quality gens

Reddit users highlight TenStrip's 10Eros models for Stable Diffusion, offering fast, high-quality generations without stacking many LoRAs. The models include amplified NSFW capabilities.

VH5 LoRA gives MiniMax H3 retro VHS look

A style LoRA for MiniMax H3 adds 1980s VHS aesthetics: soft smeared detail, chroma bleed, tracking noise, and head-switching bands, plus matching muffled mono audio.

LTX Ripple: efficient IC LoRA for video editing

Converter makes FastVideo's 4-step H3 LoRA work in ComfyUI

A Reddit user created a converter for FastVideo's 4-step H3 LoRA, which didn't work in ComfyUI. The 6-step version runs ~3x faster than stock (2:45 vs 7:10) with better quality.

Famegrid LoRAs for Krea 2 shared on Reddit

MellyDArt shared three Famegrid LoRAs for Krea 2 on Reddit: Spice, Natural, and Natural V1, with scores of 38, 32, and 45 respectively.

Alibaba H3 Turbo LoRA shows quality gains in video gen

A Reddit user reports significant quality improvement with Alibaba's 8-step turbo LoRA over other turbo LoRAs, using 8 steps Euler simple with LoRA strength 1 at 0.8MP. Generation took about 1 hour 15 minutes on an RTX 5090.

LoRA Dataset Studio: free self-hosted app for LoRA runs

LoRA Dataset Studio is a free, open-source, self-hosted app that orchestrates the full LoRA pipeline: dataset, triage, captions, training (local or rented GPU), and checkpoint comparison via ComfyUI. It integrates with ai-toolkit as the trainer, with no account or telemetry.

Reddit thread collects Minimax H3 Turbo LoRA settings

A Reddit thread asks users to share their Minimax H3 Turbo LoRA settings, including LoRA name, checkpoint, strength, scheduler, and pros/cons. The thread has 33 upvotes and 2 comments.

Jujutsu Kaisen-inspired style LoRA released for Krea 2

A new style LoRA for Krea 2, trained on 300 cinematic anime screencaps, is now available. It targets dynamic action poses, expressive close-ups, supernatural effects, and dark fantasy environments.

Minimax H3 LoRA enables fight scenes at Seedance level

A Reddit user demonstrates Minimax H3 creating fight scenes comparable to Seedance, using a LoRA from HuggingFace and Civitai. The post includes links to the LoRA models.

Minimax-h3-Turbo 8-step 768p V1.0 LoRA released

A community LoRA enables 8-step 768p generation for Minimax-h3-Turbo, released on Hugging Face.

Studio 1939 LoRA released for MiniMax H3

A community LoRA for MiniMax H3, trained on Studio 1939 old animation style, is now available on Hugging Face. The creator reports it works much better for them.

Krea 2 / Anima LoRA recreates 90s retro anime style

A new LoRA for Krea 2 and Anima recreates the cute 90s anime style, trained on 18k+ images. Available on Civitai.

Fizgig LoRA trainer adds AMD Radeon support

Fizgig, a free open-source LoRA trainer, now supports AMD Radeon GPUs via ROCm in v4.3.0, covering RDNA1 through RDNA4. Windows is the supported path; Linux works but is more complex.

Turbo LoRA v1.1 for FL2VA released

Turbo LoRA v1.1 for FL2VA enables 4-step generation at 768p, optimized for ComfyUI. The model is available as a BF16 safetensors file on Hugging Face.