On AI Lounge since Oct 2026
Jit Roy
Member #1,823DeveloperL2ML Engineer, Independent
Figuring out how machines think!
How karma works. Everyone starts with 5. You get +1 each time another member upvotes one of your posts or comments (your own upvotes don't count), and lose it if they take the upvote back. Post what you're building, answer questions and help other members to earn more.
Achievements
Plugged In ×4Connected sources: GitHub, Hugging Face, LinkedIn, X, website.How: Connected 4 sources (GitHub, LinkedIn, X or a website) in Settings
Plugged In×4Featured
Shipper ×2Projects on your profile.How: Added 5 projects to their profile
Shipper×2
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Pinned projects
WeeLLM runs large diffusion models with as little as 4 GB of VRAM, without any quantization. It dynamically determines how many layers can fit within the available VRAM and streams the text encoder and transformer layers to the GPU layer by layer, enabling inference on hardware with limited VRAM. It supports both safetensors and GGUF models.
diffusionernie-image
fluxflux2flux2-klein
An AI-powered interactive fiction and storytelling engine that brings characters to life through dynamic conversations and objective-driven gameplay.
ai-roleplayinteractive-fictionllmroleplaystory-driven
Native ComfyUI custom node for WeeLLM: Run multi-billion parameter diffusion models (FLUX, SD3, MiniMax) under 4GB VRAM using layer-streaming inference. Official Repo Link: https://github.com/Jit-Roy/WeeLLM
Turn long videos into viral clips automatically. Long-form is a drag, but clipping shouldn't be. ✂️ Just drop an instruction like "Extract the funniest moments" or "Only clip Speaker B," and our LLM does the rest. It’s giving unmatched control.
clipclipsllmshortsshorts-maker
MyBro is an AI mental health companion that engages in friendly conversations, monitors emotional well-being, and offers guidance through a secure and user-friendly llm.
About
Jit Roy is an independent ML Engineer based in Kolkata, India, who builds publicly shared tools for running AI models. Jit created WeeLLM, a project that lets large diffusion models such as FLUX and SD3 run on graphics cards with under 4 GB of VRAM, along with a native ComfyUI node for it. Jit is also developing MyBro, an AI mental health companion, and Prompt2Clip, a video clipping tool.
