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Add model_max_length; note context-extension capability in README

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@@ -41,7 +41,7 @@ This repo fixes all four. The math is **bit-exact** with the togethercomputer re
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  | Hyena state size | 8 |
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  | Positional encoding | RoPE (base = 10000, **linearly scaled by 1/16**) |
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  | Architecture | StripedHyena (alternating Hyena / MHA blocks) |
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- | Max sequence length | 131 072 |
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  | Training dtype | bfloat16 (Hyena modal-form `poles` / `residues` kept in fp32) |
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  ## Pretraining
 
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  | Hyena state size | 8 |
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  | Positional encoding | RoPE (base = 10000, **linearly scaled by 1/16**) |
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  | Architecture | StripedHyena (alternating Hyena / MHA blocks) |
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+ | Max sequence length | 131 072 (training context; StripedHyena supports extension beyond this with adjusted FFT buffers) |
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  | Training dtype | bfloat16 (Hyena modal-form `poles` / `residues` kept in fp32) |
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  ## Pretraining