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Unsloth’s MoE Coup: The 12x Speedup That Kills the VRAM Arms Race

Unsloth’s custom Triton kernels deliver 12x faster MoE training with 35% less VRAM, enabling Qwen3 and DeepSeek fine-tuning on consumer GPUs. But the real story is what this means for AI democratization and hardware vendor lock-in.

#consumer-gpu#deepseek#Fine-tuning...

consumer GPU

Unsloth’s Triton Kernels End the VRAM Arms Race: 3x Faster Training on 3.9GB GPUs

New Triton kernels and smart packing reduce VRAM by 90% and speed up training 5x, no accuracy loss, no $10,000 GPU required.

#consumer GPU#Fine-tuning#LLM...