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LTX 2.3 Transition LoRA — Character Morphs Tested on 24GB and 8GB VRAM
How to use any LoRA with LTX 2.3 in ComfyUI — full setup plus real benchmarks on 24GB and 8GB VRAM.
This LoRA does smooth visual transformations inside the same shot: character morphs, style shifts, scene transitions. Made by Valiant Cat, trained on LTX 2.3. Once you learn how to connect one LoRA — you can connect any LoRA.
📊 BENCHMARK RESULTS
24GB — Q4_K_S | Gemma API
Warm run: 343.0 sec
8GB — Q3_K_M | Gemma API
Warm run: 373.1 sec
⚠️ 8GB tested via VRAM cap on RTX 3090 (~7GB available for generation, OBS recording overhead included)
Note: on 8GB the test was limited to ~3 seconds to stay within VRAM. Starting from 12GB results become noticeably better.
Both setups used Gemma API to save VRAM.
⚙️ SETUP
- LoRA file → ComfyUI/models/loras/
- Load workflow JSON → drag into ComfyUI browser
- LoRA strength: 1.0 | Guidance: 1.0 | CFG: 4.0
- Trigger word: zhuanchang (always at end of prompt)
🔗 FREE WORKFLOW + AUTO INSTALLER
Free workflow is in my free group:
👉 https://whop.com/viper-ai-vault/viper-ai-community/
Auto installer detects your GPU and sets everything up automatically.
One-click auto-installer(This LoRA comes pre-integrated — one click):
👉 https://whop.com/viper-ai-vault/auto-installs-ltx-2-3/
Part 1 — LTX 2.3 24GB Setup: https://youtu.be/lWwpTXfVsBE
Part 2 — LTX 2.3 8GB/12GB/16GB Benchmarks: https://youtu.be/AvG-sMRfcZs
LoRA: https://huggingface.co/valiantcat/LTX-2.3-Transition-LORA/tree/main
0:00 Transition LoRA demo
0:18 What is a LoRA
0:52 About this LoRA — Valiant Cat
1:23 Download files from HuggingFace
1:43 File placement — loras folder
2:01 Load workflow in ComfyUI
2:25 Settings — strength, guidance, CFG
2:58 Trigger word and prompt structure
3:33 24GB cold and warm run
5:01 Switch to 8GB setup
5:13 8GB cold and warm run
6:08 Results comparison — 24GB vs 8GB
6:59 Free workflow and auto installer
7:21 LoRA vs no LoRA — side by side
7:46 Outro
#LTX23 #LTXLoRA #TransitionLoRA #ComfyUI #LocalAI #AIVideo #LowVRAM #8GBVRAM #LTXVideo #GGUF #AIVideoGeneration #Lightricks #ComfyUIWorkflow #OpenSourceAI #CharacterMorph
Видео LTX 2.3 Transition LoRA — Character Morphs Tested on 24GB and 8GB VRAM канала @Viper_AI_Vaunt
This LoRA does smooth visual transformations inside the same shot: character morphs, style shifts, scene transitions. Made by Valiant Cat, trained on LTX 2.3. Once you learn how to connect one LoRA — you can connect any LoRA.
📊 BENCHMARK RESULTS
24GB — Q4_K_S | Gemma API
Warm run: 343.0 sec
8GB — Q3_K_M | Gemma API
Warm run: 373.1 sec
⚠️ 8GB tested via VRAM cap on RTX 3090 (~7GB available for generation, OBS recording overhead included)
Note: on 8GB the test was limited to ~3 seconds to stay within VRAM. Starting from 12GB results become noticeably better.
Both setups used Gemma API to save VRAM.
⚙️ SETUP
- LoRA file → ComfyUI/models/loras/
- Load workflow JSON → drag into ComfyUI browser
- LoRA strength: 1.0 | Guidance: 1.0 | CFG: 4.0
- Trigger word: zhuanchang (always at end of prompt)
🔗 FREE WORKFLOW + AUTO INSTALLER
Free workflow is in my free group:
👉 https://whop.com/viper-ai-vault/viper-ai-community/
Auto installer detects your GPU and sets everything up automatically.
One-click auto-installer(This LoRA comes pre-integrated — one click):
👉 https://whop.com/viper-ai-vault/auto-installs-ltx-2-3/
Part 1 — LTX 2.3 24GB Setup: https://youtu.be/lWwpTXfVsBE
Part 2 — LTX 2.3 8GB/12GB/16GB Benchmarks: https://youtu.be/AvG-sMRfcZs
LoRA: https://huggingface.co/valiantcat/LTX-2.3-Transition-LORA/tree/main
0:00 Transition LoRA demo
0:18 What is a LoRA
0:52 About this LoRA — Valiant Cat
1:23 Download files from HuggingFace
1:43 File placement — loras folder
2:01 Load workflow in ComfyUI
2:25 Settings — strength, guidance, CFG
2:58 Trigger word and prompt structure
3:33 24GB cold and warm run
5:01 Switch to 8GB setup
5:13 8GB cold and warm run
6:08 Results comparison — 24GB vs 8GB
6:59 Free workflow and auto installer
7:21 LoRA vs no LoRA — side by side
7:46 Outro
#LTX23 #LTXLoRA #TransitionLoRA #ComfyUI #LocalAI #AIVideo #LowVRAM #8GBVRAM #LTXVideo #GGUF #AIVideoGeneration #Lightricks #ComfyUIWorkflow #OpenSourceAI #CharacterMorph
Видео LTX 2.3 Transition LoRA — Character Morphs Tested on 24GB and 8GB VRAM канала @Viper_AI_Vaunt
LTX 2.3 LTX 2.3 LoRA LTX 2.3 transition LoRA LTX 2.3 8GB LTX 2.3 low VRAM LTX 2.3 ComfyUI LTX 2.3 GGUF LTX 2.3 character morph LTX 2.3 style transfer ComfyUI LoRA tutorial ComfyUI low VRAM LTX video LoRA LTX 2.3 benchmark local AI video AI video 8GB VRAM GGUF video model LTX 2.3 setup LTX 2.3 workflow Lightricks LTX AI video generation local low VRAM AI video LTX 2.3 distilled open source video AI
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7 апреля 2026 г. 16:45:51
00:07:44
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