Analyzing a handful of local models that fit within a specific GPU memory ceiling, looking to learn how much compression impacts performance, how differently compressed models @ similar size compare, and how kv cache impacts attention in some cases.
Benchmarks writeup: https://hkinsley.com/reflections/in-search-of-the-frontier-at-home
DeepSeek V4 Flash: https://huggingface.co/deepseek-ai/DeepSeek-V4-Flash
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Neural Networks from Scratch book: https://nnfs.io
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