Can You Run Qwen 3.8 27B on 16GB VRAM? Q4 Math & KV Cache Limits

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AI Learner #1: How Language Becomes Numbers

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AI Learner #2: Embeddings & Vector Spaces — How Words Get Meaning

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AI Learner #3: Transformers & Attention — How Models Focus on What Matters

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AI Learner #4: Weights & Parameters — What's Actually Inside the Model

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AI Learner #5: Inference & Decoding — How Models Write Text

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AI Learner #6: Context Windows — How Models Remember (and Forget)

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AI Learner #7: KV Cache — The Speed Trick Behind Fast Generation

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AI Learner #8: Quantization — Making Models Smaller Without Losing Their Minds

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AI Learner #9: RAG — How Models Look Things Up

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AI Learner #10: Fine-Tuning & Alignment — Teaching Models How to Behave