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- LoadDenseShard RPC gains an optional `quant` string field. - WorkerPool::load_dense_shard takes a `quant: Option<String>`, passes it via the RPC to workers and via parse_quant_string to the leader's local load. - The Qwen3-Next TP load chain (ForCausalLM → Model → DecoderLayer → Attention / GatedDeltaNet / MLP) takes `quant: Option<GgmlDType>` end-to-end, calling Column/RowParallelLinear::load_with_quant. - The fused in_proj_qkv inside TpQwen3_5GatedDeltaNet is now a MaybeQuantLinear so it also picks up quantization. - parse_quant_string accepts q4_0/q4_1/q5_0/q5_1/q8_0/q8_1, q2k..q8k (with or without underscore), and f16/bf16/f32. Empty / None means no quantization. Callers from candle.rs forward spec.quant through pool.load_dense_shard. This means a `quant = "q5k"` in models.toml now flows end-to-end to a QTensor-backed QMatMul for every per-rank linear in the Qwen3-Next TP path. Leaves lm_head and the small replicated bias/log tensors in their loaded dtype (Stage 8e-3). Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>