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HighVRAM Weekly Digest — October 25, 2026
This edition: screened offers, exact VRAM planning, Muse Spark’s 700GB-versus-512GB paths, and Muse Glimmer’s official 24GB/32GB targets.
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HighVRAM Weekly Digest #9: Choosing 8GB, 12GB or 16GB
Choose between 8GB, 12GB and 16GB local-AI GPU paths using exact Qwen3.5 file boundaries, workload headroom and reproducible tests.
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HighVRAM Weekly Digest #8: gpt-oss-20b vs 120b Hardware
Compare gpt-oss-20b and 120b hardware using OpenAI’s ~16GB, ~48GB and ≥60GB guidance, plus new structured benchmark starters.
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HighVRAM Weekly Digest #7: Choosing Hardware for 24B, 27B and 120B Models
A practical memory-tier map for 24B, Qwen3.8-27B and gpt-oss-120b local models using exact artifact boundaries and platform safeguards.
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HighVRAM Weekly Digest #6: DGX Spark vs A100, H100 and H200
A practical 40GB-to-141GB decision map for DGX Spark, A100, H100 and H200: exact Qwen3.5 file boundaries, deployment constraints and a reproducible test path.
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HighVRAM Weekly Digest #5: DGX Spark vs RTX 5090, Mac Studio and RTX PRO 6000
Compare DGX Spark 128GB with RTX 5090, Mac Studio and RTX PRO 6000 using exact model boundaries, unified-memory caveats and platform safeguards.
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HighVRAM Weekly Digest #4: RTX 5090 vs A40, A100, H100 and H200
This edition: RTX 5090 versus A40, A100, H100 and H200 capacity boundaries, deployment traps and one controlled benchmark action.
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HighVRAM Weekly Digest #3: A40, L40S, A100 and H100 Server GPU Decisions
This edition: A40, L40S, A100 and H100 capacity boundaries, server-platform traps and one controlled benchmark action.
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HighVRAM Weekly Digest #2: The 288GB B300 and MI355X Decision
This edition: B300 and MI355X usable-memory differences, exact Qwen3.5 boundaries, CUDA versus ROCm, and one paired benchmark action.
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HighVRAM Weekly Digest #1: From 96GB CUDA to 512GB Unified Memory
This week: RTX PRO 6000, MI300X and Mac Studio M5 Ultra guides, exact Qwen3.5 large-model file totals, and a reproducible benchmark action.
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