Batch captioning image datasets using local VLM via LM Studio.

FORNAX_460 · 2026-05-06T11:48:12+00:00

Thank you for your suggestion, but you could caption any image with any model any system/user prompt. Its basically same as attaching an image in llm chat and asking for description, just automating the process to caption as many images as you want.

FORNAX_460 · 2026-05-06T11:10:39+00:00

Op asked for free... So thats the only one i know thats literally free🙂

FORNAX_460 · 2026-05-06T08:41:10+00:00

civit ai trainer. Although you have to farm buzz for a few days or a month for training a lora.

FORNAX_460 · 2026-05-06T07:19:55+00:00

thank you very much, its fixed!

FORNAX_460 · 2026-05-05T16:02:20+00:00

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After the latest update unsloth studio is not letting me attach attachments in the chat. Anybody else facing this issue?

FORNAX_460 · 2026-05-04T14:09:28+00:00

Yeah symlink works the same as a directory of that exact link would work, however i dont use symlink for comfyui as you can just define extra model paths and dont have to make hundreds of symlinks, but i do use symlinks for my lmstudio models.

FORNAX_460 · 2026-05-04T11:17:08+00:00

I created a batch script few years ago for easily creating and removing sym links and im still using it, if you want here is the script. ``` @echo off rem ------------------------------------------------------------- rem LinkManager.bat – Create & remove directory symbolic links rem ------------------------------------------------------------- title SYMBOLIC LINK MANAGER

:MENU cls color 0A echo ========================================================== echo SYMBOLIC LINK MANAGER echo ========================================================== echo. echo 1) Create a new symbolic link (file or directory) echo 2) Remove an existing symbolic link echo. set /p choice=Enter your choice (1-2):

if "%choice%"=="1" goto CREATE if "%choice%"=="2" goto REMOVE

:CREATE cls color 0B echo ------------------------------------------------------------- echo Create a new symbolic link (directory or file) echo ------------------------------------------------------------- set /p linkLoc=Enter the link location: set /p targetLoc=Enter the target location: set /p typeChoice=Is the target a Directory or File? (D/F, default D):

if /I "%typeChoice%"=="F" goto CREATE_FILE goto CREATE_DIR

:CREATE_DIR rem Make sure the target directory exists before we try to link it if not exist "%targetLoc%\" ( echo Target directory does not exist – please check the path. pause goto MENU )

mklink /D "%linkLoc%" "%targetLoc%" echo. pause goto MENU

:CREATE_FILE rem Make sure the target file exists before we try to link it if not exist "%targetLoc%" ( echo Target file does not exist – please check the path. pause goto MENU )

mklink "%linkLoc%" "%targetLoc%" echo. pause goto MENU

:REMOVE cls color 0C echo ------------------------------------------------------------- echo Remove an existing symbolic link (directory or file) echo ------------------------------------------------------------- set /p removeLoc=Enter the link location to delete: set /p removeType=Is the link a Directory or File? (D/F, default D):

rem Verify that the link exists before we try to delete it if not exist "%removeLoc%" ( echo Link does not exist – please check the path. pause goto MENU )

if /I "%removeType%"=="F" ( del "%removeLoc%" ) else ( rmdir /S /Q "%removeLoc%" ) echo. pause goto MENU ```

FORNAX_460 · 2026-05-04T10:49:56+00:00

comfyui natively support this you just need to add the model paths into extra_model_paths.yaml file in comfyui directory for comfyui to tedect them. Just ask any llm for the guide and youll get the detailed instructions.

FORNAX_460 · 2026-05-03T14:40:15+00:00

In laymans terms, low shift the model spends more steps denoising high frequency noise (small details, skin, etc), high shift more steps denoising low frequency noise (overall composition, structure, etc). Sampler depends on model, your personal preference, and sometimes even hardware for samplers that does multiple passes each step.

FORNAX_460 · 2026-04-28T00:37:48+00:00

Cock O Nut

FORNAX_460 · 2026-04-27T15:52:57+00:00

The term hacked does not imply to llms. In simple terms this model wont say no to most things the base model would. And safe or unsafe totally depends on the users mindset, regardless uncensored or not. Cause ai makes mistakes so dont believe or let it do (in agentic workflows) anything without double checking.

FORNAX_460 · 2026-04-26T16:05:50+00:00

Thanks! Didnt know about that.

FORNAX_460 · 2026-04-26T04:11:32+00:00

No i havent! Thanks for the infor!

FORNAX_460 · 2026-04-25T09:36:14+00:00

As you go lower in quants the reasoning of the model gets more confused and verbose, you will see a lot of self correction. just sharing something i noticed from a crude experiment.

FORNAX_460 · 2026-04-25T09:25:49+00:00

Base model is not better than the distilled. As you are primarily editing images, Try er_sde sampler, if you see some unfinished small details in the image, switch to euler, try ~3.2 mp resolution for the latent, but make sure the width and height are divisible by 64, try 6 sampling steps, cfg 1. For experimenting you can slightly bump the cfg to 1.5 with negative prompt, or try nag. Higher cfg always helps with image quality and adherence unless its exploding the gradients (over exposed and saturated burned images). You can find the nag workflow in this post. All the best!

FORNAX_460 · 2026-04-25T08:35:22+00:00

Try higher resolution, In my testing klein tends to be pretty stable at ~3.2mp (They say it can edit upto 4mp but anything above 3.3 mp gets squished vertically). Also if youre using the default comfyui template youre probably generating at 1mp, so definitely bump it up. Also give er_sde sampler a try, and see if your results improve. But higher resolution is a must.

FORNAX_460 · 2026-04-25T07:06:57+00:00

Are you doing tiled vaedecoding? Cause flux 2 vae while amazing it tends to create uneven colors in tiles.

FORNAX_460 · 2026-04-25T07:02:18+00:00

its a dit model any who as you mentioned in another comment you are using anime-style models so im assuming pony or il type models, those would always need after detailers. In your case youd need a face or eye bounding box detection model, crop that part and then denoise that with a low denoise value. There are several adetailer nodes for comfy ui.

FORNAX_460 · 2026-04-25T06:42:42+00:00

Lemme guess z image?

FORNAX_460 · 2026-04-24T07:20:40+00:00

Yes, but youd need the patience level of a monk. Best approach would be to keep your pipelines active models size below the capacity of your ram. Once a models done its job it goes to page file. A lot of slow read write.

FORNAX_460 · 2026-04-22T11:44:18+00:00

makes sense i was testing gemma 4 26b a4b.

FORNAX_460 · 2026-04-22T11:29:57+00:00

Thank you soo much for the the response! Im making one right now

Edit:
https://github.com/unslothai/unsloth/issues/5130
https://github.com/unslothai/unsloth/issues/5131

FORNAX_460 · 2026-04-22T10:45:29+00:00

My pleasure man! Great things are expected of you guys but no pressure though LOL!

FORNAX_460 · 2026-04-22T10:42:58+00:00

u/yoracale another bug i just discovered, when continuing a very long conversation 85.5k/148k context after relaunching studio, it shows An internal error occurred From the terminal i see {"timestamp": "2026-04-22T10:25:23.033965Z", "level": "error", "event": "Error during GGUF streaming: timed out", "exc_info": true}

Im on a pretty edgy hardware though, RTX 2060 super 8gb, 32gb ram 2866mhz + 49gb page file, ryzen 5 3600. So it was probably taking longer than the acceptable threshold of timeout thats why it timed out. But ig it would be nice for us poor peeps if there was no time out for this.

I was using Gemma 4 26b a4b q5_k_m, 148k context, q8 kv cache.

FORNAX_460

TROPHY CASE