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#consumer GPU

3 articles found

144GB of Model on 4x RTX 3060: The Anti-Datacenter Setup That Hits 100 tok/s
consumer GPU
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144GB of Model on 4x RTX 3060: The Anti-Datacenter Setup That Hits 100 tok/s

One developer got DeepSeek V4 Flash running at ~100 tok/s on four consumer RTX 3060s. Here’s how, and what it means for local AI.

#consumer GPU#deepseek#moe
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Muse Glimmer Fits on a Single RTX 3090, And That Changes Everything About Local AI
consumer GPU

Muse Glimmer Fits on a Single RTX 3090, And That Changes Everything About Local AI

Meta’s 30B agentic model runs at full 256k context on a 24GB consumer GPU. Here’s how it works, the benchmarks, and what it means for local AI.

#consumer GPU#local AI#Meta AI...
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Unsloth’s Triton Kernels End the VRAM Arms Race: 3x Faster Training on 3.9GB GPUs
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...
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