Are YOU tired of this? 😩Don’t have 32GB of VRAM for those big 27B models? Is your LLM prompting MiniMax H3 like it’s never seen a video model? Missing shots, no timing, dialogue nobody can tell apart, and “Music: N/A” when you asked for music?Well, struggle NO MORE! 📺Introducing PromptForge H3 4B Uncensored, a 4B model that prompts MMH3 like a 27B! Give it a one-line idea, or toss it a picture, and BAM 💥 you get a finished H3 prompt with:✅ Timed shots✅ Subject definitions✅ Dialogue with speaker tags✅ Sound AND music. That’s right, MUSIC!But wait, there’s MORE! It handles all five modes:T2VA: just type your idea!I2VA: animate a starting picture!FL2VA: first frame to last frame!L2VA: lands the clip right on YOUR picture!REF2VA: reference pictures for characters, outfits and places, every one labelled &lt;Picture N&gt;!Already running MMH3 on a 12GB card? Then you’ve already got everything you need! Your 27B could NEVER! 🫵Fine-tuned from Felldude’s Qwen3-VL-4B-Instruct-Uncensored.🎬 Works best with darksidewalker’s MMH3 workflowTested in the H3 Forge, our prompt writer inside darksidewalker’s MMH3 Director node, and that’s where it shines. Point the Forge at the model, load your pictures, hit go.Get the workflow: <a target="_blank" rel="ugc" href="https://civarchive.com/models/2831978">https://civarchive.com/models/2831978</a>📦 What’s in the boxPromptForge-H3-4B-Uncensored-r4.Q8_0.gguf (about 4.3 GB)PromptForge-H3-4B-Uncensored-r4.mmproj-f16.gguf: the vision projector. You NEED it for the picture modes!💾 How much VRAM do I need?You do NOT need 32GB! If your card can run MMH3 (ComfyUI says 12GB cards like the RTX 3060 can), it can run this!Measured on real hardware, with the model and projector fully on the GPU:8k context: about 7 GB16k context: about 8 GB32k context: about 10 GBPro tip: MMH3 wants the whole card while it renders. Write your prompt, unload the LLM, then hit render. One card, both jobs!⏱️ How fast is it?Tested on a GPU that’s almost a decade old. Grandpa’s card! 👴T2VA, I2VA, FL2VA, L2VA: about 4–5 seconds per promptREF2VA with 2–3 pictures: about 12 secondsThat’s a finished MMH3 prompt faster than you can type the idea! If Grandpa can do it, so can your card! 💪(Times are with the model already loaded. The first run takes a few extra seconds while it loads, and bigger picture sets take longer.)⚙️ Settings, and seriously, use theseTemperature 0.7Presence penalty 1.5. Skip it and the model may get stuck repeating the same sentence.Works in llama.cpp, llama-swap, LM Studio, or anything else that loads a Qwen3-VL GGUF with an mmproj.⚠️ Content noteThe model is uncensored and will write explicit scenes. All training data is adults only. It was filtered for age-coded words and young-coded settings.🔧 Known weak spots (we’re cheesy, not dishonest)It’s a 4B, so it can be weaker at describing what’s in a picture than the big models. Give your pictures a quick label if it gets something wrong.Dialogue sometimes loses its speaker tag (S1). Check those lines before you render.Squeeze a ton of action into a short clip and it can pack too many shots in.Operators are standing by. ☎️ (Operators are not standing by. Download it.)Credits: Felldude for the base model.License: Apache 2.0. Fine-tuned from Felldude/Qwen3-VL-4B-Instruct-Uncensored (Apache 2.0), which is based on Qwen/Qwen3-VL-4B-Instruct (Apache 2.0).

PromptForge-H3-4B

messed up the upload, when i uploaded both files they were in a single folder and civit split them, they should have been in a zip together, a rookie mistake on my end. i reuploaded the model as a zip so both files are together. also im hearing reports that the file name isnt consistent and causing issues. not sure why the files would be renaming, on my end they are the same but make sure the gguf and the mmproj file are named correctly

Files with SHA256: e7226a0778acde096bb713c6ab437433a174e89fabdfb1a29f465b72bb023e91