[model] qwen3.8-flash-next - #174
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tastelikefeet
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Aug 26, 2026
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main landed the same feature independently in modelscope#174, so qwen4_exp.py / ple.py / qsa_indexer.py / hyper_connection_gated.py came out as add/add conflicts. Resolved to this branch's versions -- they are supersets: select_mask -> selection_as_mask (+ selection_as_token_indices, select_token_indices_thd for the sparse kernel) _set_ple_ngram_embedding -> fill_table_from_hf / export_table_to_hf (offload-aware, and reduces the offload flag across pp before gating pp collectives) _warn_qsa_fallback_once -> dropped with the fallback path itself Kept main's ple_seed instead of this branch's hardcoded _PLE_SEED: the parser derives it from text_config.seed (defaulting to 1234), which stays configurable and still avoids the vLLM config-pollution issue. Wired it through Qwen4ExpTextNGramEmbedding with the same fail-loud treatment as eos_token_id / split_ngram_parts. Also picks up modelscope#175 (packed sequence length handling for mcore 0.16.0/0.16.1).
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