Tag: Long Context
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Mamba vs RWKV: 32K Context Benchmark on A100
Mamba vs RWKV: real accuracy and memory numbers at 32K tokens on A100. One architecture chokes past 16K โ the other scales but misses facts.
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Ring Attention: Train 1M Tokens on 8GB GPUs in 2026
Train transformers with 1M+ tokens on consumer GPUs using Ring Attention's distributed sequence processing. Learn the math behind blockwise compute.
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Mamba-2 vs Griffin vs RWKV-6: SSM Architecture Benchmark
Compare Mamba-2, Griffin, and RWKV-6 SSM architectures head-to-head. Benchmark results reveal surprising performance gaps you need to know.