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Tagged with

#gpu-optimization

3 articles found

500K Context Fine-Tuning on One GPU: The Breakthrough No One’s Talking About Honestly
Fine-tuning
Featured

500K Context Fine-Tuning on One GPU: The Breakthrough No One’s Talking About Honestly

Unsloth’s new algorithms push LLM context windows to 750K tokens on single GPUs, but the real story isn’t the numbers, it’s what happens when you actually try to use them.

#Fine-tuning#gpu-optimization#LLM...
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The FP8 Revolution: How Unsloth Just Democratized Reinforcement Learning
fp8

The FP8 Revolution: How Unsloth Just Democratized Reinforcement Learning

Unsloth and TorchAO bring FP8 reinforcement learning to consumer GPUs, cutting VRAM needs by 60% while delivering 1.4x speedups. Can your local hardware really train competitive reasoning models now?

#fp8#gpu-optimization#local-training...
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Why treating AI data as transactional tables beats unstructured blob chaos
ai-infrastructure

Why treating AI data as transactional tables beats unstructured blob chaos

Why treating AI data as transactional tables beats unstructured blob chaos

#ai-infrastructure#data-engineering#gpu-optimization...
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