AI Pulse by Inblix

Topic: diffusers

7 articles

Explore our coverage of diffusers — 7 curated articles, summaries, and related resources from the Inblix archive.

MIT's Nunchaku tech puts 4-bit image generation inside Diffusers, no custom engine needed — Inblix summary
Research

MIT's Nunchaku tech puts 4-bit image generation inside Diffusers, no custom engine needed

Hugging Face Blog · Jul 23, 2026 · 2 min read

Until now, running a diffusion model with 4-bit weights and activations meant juggling a separate inference library — m...

FLUX.2 demands 80GB VRAM but can now run on a 24GB GPU — here's how — Inblix summary
Research

FLUX.2 demands 80GB VRAM but can now run on a 24GB GPU — here's how

Hugging Face Blog · Nov 25, 2025 · 2 min read

Black Forest Labs just dropped FLUX.2, a new open image generation model that is decidedly not a simple upgrade to FLUX...

Fine-tune FLUX.1-dev on an RTX 4090: QLoRA slashes VRAM below 10GB — Inblix summary
Research

Fine-tune FLUX.1-dev on an RTX 4090: QLoRA slashes VRAM below 10GB

Hugging Face Blog · Jun 19, 2025 · 2 min read

For all the staggering image generation capabilities of models like black-forest-labs/FLUX.1-dev, the hardware wall for...

New Diffusers quantization slashes Flux GPU memory from 31GB to under 18GB — Inblix summary
Research

New Diffusers quantization slashes Flux GPU memory from 31GB to under 18GB

Hugging Face Blog · May 21, 2025 · 2 min read

Hugging Face just made it much cheaper to run the massive Flux image model locally. A new pipeline-level quantization c...

Hugging Face offloads VAE decoding to the cloud, slashing GPU memory for Flux and video models — Inblix summary
Research

Hugging Face offloads VAE decoding to the cloud, slashing GPU memory for Flux and video models

Hugging Face Blog · Feb 24, 2025 · 2 min read

Running a cutting-edge image or video model on a consumer GPU often hits a wall—not during the diffusion process itself...

Open video models still can't touch image AI's 'Stable Diffusion moment' — Inblix summary
Research

Open video models still can't touch image AI's 'Stable Diffusion moment'

Hugging Face Blog · Jan 27, 2025 · 2 min read

If you've been waiting for open-source video generation to have its Stable Diffusion moment, keep waiting. A new deep-d...

Stable Diffusion 3.5 hits Diffusers with an 8B model and a 4-step turbo variant — Inblix summary
Research

Stable Diffusion 3.5 hits Diffusers with an 8B model and a 4-step turbo variant

Hugging Face Blog · Oct 22, 2024 · 2 min read

Stability AI's largest open image model just landed in Hugging Face Diffusers, and it's a chunky one. The release inclu...