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amd/Llama-3.1-8B-Instruct-FP8-KV

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2026-09-25

rocm.blogs.amd.com

large-language-models

Model Weight Profiles: Where Do the Parameters Go?

AMD detailed model weight profiles that break down how many parameters go to embeddings, attention, and dense layers, explaining why the amd/Llama-3.1-8B-Instruct-FP8-KV checkpoint is 9.08 GB rather t…

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AMD 1 AMD Quark 1 Llama 3.1 8B 1 unsloth/Meta-Llama-3.1-8B-Instruct 1 Kimi-K2.5 1 word2vec 1 fastText 1

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large language models 1 machine learning 1 ai infrastructure 1 artificial intelligence 1