Building a Tamil Character-Level Tokenizer
Design decisions behind Asai (அசை) — morphology, agglutinative grammar, and why BPE/WordPiece vocabularies underserve Dravidian languages.
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Design decisions behind Asai (அசை) — morphology, agglutinative grammar, and why BPE/WordPiece vocabularies underserve Dravidian languages.
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View all postsApplied AI
Breaking the VRAM Wall: How Hierarchical KV Cache Clustering Linearizes Transformer Inference Costs
How clustering the key-value cache collapses the memory economics of long-context Transformers — up to 83% VRAM reduction and 4.3x serving throughput.

Applied AI
Why Most RAG Pipelines Break in Production (and How to Build One That Doesn't)
Retrieval-augmented generation is easy to demo and hard to ship. The failure modes of naive RAG — and the architecture patterns that survive real traffic.
