Tagged “llm-architecture”

2 posts.

All Model Architecture13 Training & Alignment8 Inference & Serving11 Agents & Orchestration10 Reasoning & Evaluation7 Safety, Security & Governance3 Platforms & Practice11

Model Architecture 22 min

Multi-Head Latent Attention: How DeepSeek Compressed the KV Cache Without Losing Quality

Every token an LLM generates forces it to reload the keys and values of every token that came before. Multi-Head Latent Attention rewrites that trade by caching one compressed vector instead of dozens of separate heads, cutting m…

llm-architecture attention-mechanisms deepseek kv-cache ∑ ◫

Model Architecture 22 min

Patches Over Tokens: How the Byte Latent Transformer Kills the Tokenizer

A tokenizer decides in advance how many bits of compute every piece of text deserves. The Byte Latent Transformer throws that decision out and lets the entropy of the raw bytes allocate compute instead, matching Llama 3 at 8B par…

byte-latent-transformer tokenization llm-architecture dynamic-patching ∑ ◫