Extreme Compression: Swapping 32B Encoder for 4B in MiniMax H3

Developers successfully replaced MiniMax H3's massive 32B text encoder with a 4B or 8B model using a learned linear projection matrix. This extreme compression reduces VRAM usage from 15.7GB down to 5GB, drastically lowering the hardware barrier for running high-end video generation models locally.

2026-08-09 ~ 2026-08-10 · 3 related posts

• Replacing 32B with 4B: Extreme Compression for MiniMax H3 Video Generation — Fit_Ad7343 · 2026-08-09
• Replacing MiniMax H3's 32B Text Encoder with 4B/8B Models: An Update — Fit_Ad7343 · 2026-08-10
• Swapping 32B for 4B Encoder Drops MiniMax H3 VRAM to 5GB — petewoodbridge · 2026-08-10