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Dec 20, 2024
Version 1 is not as flexible as I would have like, so I tried to tweak the dataset a bit. This version seems to follow prompts a bit better. I took out two images whose lines seems a bit too strong for my taste, so the hatching looks finer in this version.
This is epoch 11, the other epochs can be found here: tensor. art/models/809142070418814199/Crosshatch-V2-NoCD6A3Cos5E11-2024-12-20-00:34:58-Ep-11
Crosshatch V2 NoCD6A3Cos5E11 2024-12-20 00:34:58
Went back to Cos 5 and using 11 Epoch since there are only
19 images (1 synthetic image of a full body Asian model)
No caption training, but manually added these 3 captions:
"two cherries", "Space marine from Warhammer 40K",
"An African baby with her left hand on her ear"
FLUX.1 - dev-fp8
Trigger: crosshatch drawing
Repeat: 20 Epoch: 11 Nineteen 512x512 images (* 20 11 19)=4180
Unet LR: 0.0005 Scheduler: cosine Optimizer: AdamW
Network Dim: 6 Alpha: 3
Prompt: crosshatch black and white drawing of a woman swimming underwater. The woman is wearing a one piece swimsuit, and she is wearing goggles on her eyes. Her arms are outstretched. To the right of the woman, a sea turtle is swimming in the water.
Sampler: dpmpp_2m
Epoch Loss
1 0.342
2 0.341 <-
3 0.324
4 0.3
5 0.3
6 0.3
7 0.3
8 0.2
9 0.2
10 0.2 <- lowest
11 0.2
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The FLUX.1 [dev] Model is licensed by Black Forest Labs. Inc. under the FLUX.1 [dev] Non-Commercial License. Copyright Black Forest Labs. Inc.
IN NO EVENT SHALL BLACK FOREST LABS, INC. BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH USE OF THIS MODEL.
I cannot find a crosshatch style LoRa for Flux, so I created one 😹.
You will probably need to use the word "drawing" or "sketch" for the LoRA to take effect, and if you want black and white, you should use "black and white drawing/sketch". The word "crosshatch" is probably not required, but use it to indicate your intentions clearly.
You can add color descriptions to specific items in the prompt, and it should be rendered in color.
The crosshatch effect is strong even at lower weight (try 0.7 to 1.0), so you can tone it down for better prompt following or to reduce distortion.
I've also created a scribble drawing LoRA: https://civitai.com/models/1179075/scribble-portrait-drawing-style

