wanx-troopers
LoRa-s, Part I
LoRa-s Table Of Contents
- Loras Alchemy
- LoRa-s Part I; this document
- LoRa-s Part II
- Both Ways
Noteworthy Loras
2025-Nov-23
FL13 three sampler setup for Wan 2.2 I2V
…or lightx2v_I2V_14B_480p_cfg_step_distill_rank64_bf16 on low
2025-Nov-13
Q: Best Wan 2.2 I2V LoRa-s? Artist: 2.1 LightX2V for 2.2 low noise, new 2.2 LightX2V 4-step distill (1030?) for high noise? M: 1030 feels like the only alternative so far for the old 2.1 at higher strength (and it is high-noise only)
2025-Oct-10
There’s
- 2.1 Lightx2v, that works fine with 2.2 low noise
- 2.2 Lightning for both high and low (and it’s different versions), has exposure issue and not best motion
- 2.2 Lightx2v 4 step distill for high noise, that has 3 versions so far:
- the initial called “MoE”
- 1022 date update
- 1030 date update
2025-Oct-14 (this refers to high noise wan 2.2 too):
well the thing is that nothing beats the old 2.1 lightx2v still
6 steps, split in middle and first step with cfg 2.0
strength 3.0 for high and 1.0 for low
Old is possibly “the rank 64 one”
2025-Oct-18
There are only 3 options for the low noise:
- original 2.1
- lightx2v
- 2.2 Lightning rCM
If we don’t count accvid/fast wan etc. That, in my opinion, changes the output too much from original. Though with that criteria I’d forget the 2.2 Lightning as well pretty much
2025-Oct-19
Q: which one are you using still the i2v 480 or t2v rank 64 and 3.0 with high and 1 with low?..
A: Something like that
Q: and a pinch of cfg on high, right?
A: First step at least
2025-?-?
Users chatting:
Q: what the best lora for t2v ? lightx?
A: lightx quantile 0.15 Lora from Kijai, its very good; for high 3.0 low 1.0 Strength
2.2 T2V
| Repo | Lora | Generation | Approx. Released | Comment |
|---|---|---|---|---|
| HF:lightx2v/Wan2.2-Lightning:Wan2.2-T2V-A14B-4steps-lora-rank64-Seko-V2.0 | Wan2.2-T2V-A14B-4steps-lora-rank64-Seko-V2.0 | 2.2 T2V | 2025.11.07 | ? available in FP32 only it seems, not sure if versions compatible with ComfyUI available |
| HF:Kijai/WanVideo_comfy:LoRAs/Wan22-Lightning | Wan22_A14B_T2V_HIGH_Lightning_4steps_lora_250928_rank128_fp16 | 2.2 T2V High | - | - |
| HF:Kijai/WanVideo_comfy:LoRAs/Wan22-Lightning | Wan22_A14B_T2V_LOW_Lightning_4steps_lora_250928_rank64_fp16 | 2.2 T2V Low | - | - |
| HF:Kijai/WanVideo_comfy:LoRAs/rCM | Wan_2_1_T2V_14B_rCM_lora_average_rank_148_bf16 | 2.1 T2V | - | by Nvidia, ppl stopped talking about it seemingly |
| HF:Kijai/WanVideo_comfy:Lightx2v | lightx2v_T2V_14B_cfg_step_distill_v2_lora_rank64_bf16 lightx2v_T2V_14B_cfg_step_distill_v2_lora_rank256_bf16 |
2.1 T2V | - | Could be good on 2.2 T2V Low? |
| HF:Kijai/WanVideo_comfy:Lightx2v | lightx2v_14B_T2V_cfg_step_distill_lora_adaptive_rank_quantile_0.15_bf16 | 2.1 T2V | - | Some artists find this good on 2.2 T2V Low, FL13 also recommends on 2.2 I2V Low |
2.2 I2V
| Repo | Lora | Generation | Approx. Released | Comment |
|---|---|---|---|---|
| HF:Kijai/WanVideo_comfy:LoRAs/Wan22_Lightx2v | Wan_2_2_I2V_A14B_HIGH_lightx2v_4step_lora_v1030_rank_64_bf16 | 2.2 I2V High | 2025.10.30 | new and reportedly much better with prompt adherence Artist: “to be honest I stopped using this lora as I’m getting color and light shifts with it” remains the most recommended I2V high LoRa |
| HF:lightx2v/Wan2.2-Distill-Loras | wan2.2_i2v_A14b_high_noise_lora_rank64_lightx2v_4step_1022 | 2.2 I2V High | 2025.10.22 | superceeded by 1030 |
| HF:lightx2v/Wan2.2-Distill-Loras | wan2.2_i2v_A14b_low_noise_lora_rank64_lightx2v_4step_1022 | 2.2 I2V Low | 2025.10.22 | - |
| HF:Kijai/WanVideo_comfy:LoRAs/Wan22_Lightx2v | Wan_2_2_I2V_A14B_HIGH_lightx2v_MoE_distill_lora_rank_64_bf16 | 2.2 I2V High | - | superceeded by 1022 and 1030 ghosting with simple scheduler but not linear quadratic? can do good motion and camera motion |
| HF:Kijai/WanVideo_comfy:Lightx2v | lightx2v_I2V_14B_480p_cfg_step_distill_rank64_bf16 lightx2v_I2V_14B_480p_cfg_step_distill_rank256_bf16 |
2.1 I2V | - | Recommended on 2.2 I2V Low |
| HF:Kijai/WanVideo_comfy:Lightx2v | lightx2v_14B_T2V_cfg_step_distill_lora_adaptive_rank_quantile_0.15_bf16 | 2.1 T2V | - | Some artists find this good on 2.2 T2V Low, FL13 also recommends on 2.2 I2V Low |
2.1
| Repo | Lora | Generation | Approx. Released | Comment |
|---|---|---|---|---|
| Kijai/WanVideo_comfy | FastWan/ FastWan_T2V_14B_480p_lora_rank_128_bf16 |
2.1 T2V | - | very old but worth a try |
| vrgamedevgirl84/Wan14BT2VFusioniX | FusionX_LoRa/ Wan2.1_T2V_14B_FusionX_LoRA |
2.1 T2V | - | very good for 2.1 |
| vrgamedevgirl84/Wan14BT2VFusioniX | FusionX_LoRa/ Wan2.1_I2V_14B_FusionX_LoRA |
2.1 I2V | - | very good for 2.1 |
| vrgamedevgirl84/Wan14BT2VFusioniX | FusionX_LoRa/ Phantom_Wan_14B_FusionX_LoRA |
2.1 T2V | - | real trooper for 2.1 |
“Old” Lightning 2.2
HF:/Kijai/WanVideo_comfy:LoRAs/Wan22-Lightning/old contains fp16 versions of “old” Lightning LoRa-s. Seemingly these have disappeared from official “Lightning” repo but are preserved here. Both I2V and T2V high/low .safetensorts available, T2V in two versions - normal and v1.1:
Wan2.2-Lightning_I2V-A14B-4steps-lora_HIGH_fp16
Wan2.2-Lightning_I2V-A14B-4steps-lora_LOW_fp16
Wan2.2-Lightning_T2V-A14B-4steps-lora_HIGH_fp16
Wan2.2-Lightning_T2V-A14B-4steps-lora_LOW_fp16
Wan2.2-Lightning_T2V-v1.1-A14B-4steps-lora_HIGH_fp16
Wan2.2-Lightning_T2V-v1.1-A14B-4steps-lora_LOW_fp16
Of these Wan2.2-Lightning_I2V-A14B-4steps-lora_LOW_fp16 was recently successfully used with WanAnimate.
Non-obvious Combinations
The table bellow lists some non-obvious combinations of LoRa-s and models
| LoRAs | Models | Notes | HF fp8_e4m3 | HF bf16/fp16 |
|---|---|---|---|---|
| high:none low:Wan22_A14B_T2V_LOW_Lightning_4steps_lora_250928_rank64_fp16 |
high:Wan2.2-T2V-A14B-4steps-250928-dyno-high-lightx2v low:some wan 2.2 |
Good motion | high:Kijai/WanVideo_comfy_fp8_scaled/T2V | high:lightxv2/Wan2.2-Lightning/dyno low:Kijai/WanVideo_comfy/LoRAs/Wan22-Lightning |
| both high/low: lightx2v_14B_T2V_cfg_step_distill_lora_adaptive_rank_quantile_0.15_bf16.safetensors | Wan 2.2 T2V High/Low | - | - | Kijai/WanVideo_comfy |
| high: lightx2v_T2V_14B_cfg_step_distill_v2_lora_rank256_bf16 low: ? |
Wan 2.2 T2V High/Low | 2.5 str on high | - | Kijai/WanVideo_comfy |
| high: lightx2v_I2V_14B_480p_cfg_step_distill_rank256_bf16 low: unknown |
high: new distill 4 step I2V base model low:regular Wan 2.2 I2V Low? |
accidentally combining seems to massively amp up the amount of motion in shots that just the distill or just the lora doesnt achieve on their own |
Note: LoRa extracted from “dyno” model looses important qualities of “dyno”; e.g. difference between “dyno” and base model cannot be captured by a LoRa.
Special Use
Wan 2.1 and 2.2 LoRA-s:
- HF:Ashmotv/exploded_effect_wan exploded effect WAN
- Wan 2.2 Smartphone LoRa
- Cseti/wan2.2-14B-Kinestasis_concept-lora-v1
- Cseti/LTXV-13B-LoRA-Wallace_and_Gromit-v1 aka Walgro
- Charlietooth/wan2.1-14B-lora-punk-style - a mix of cartoonish and realistic look
- Nebsh’s Lazy Susan Rotation Wan 2.2 trained on I2V but works on T2V too. (Simple but costly way to train: https://wavespeed.ai/models/wavespeed-ai/wan-2.2-i2v-lora-trainer, this one at 150steps was $7.5, trained on 6 videos from Higgsfield).
- Car/Clorth/Product consistency: drnighthan on HuggingFace
- Gouache - lora and workflows, for Wan 2.1 14B I2V
Wan 2.1 to Wan 2.2 LOW LoRA from drozbay