fix: let admin placement recover joined nodes
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@@ -1534,15 +1534,15 @@ def _force_model_load_locked(server: "_TrackerHTTPServer", model_key: str) -> di
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if preset is None or not preset.get("hf_repo"):
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return None
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start, end = _preset_layer_bounds(preset)
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# An explicit admin eviction is permitted to recover a stuck/loading node
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# and to use the preset default precision. It must only avoid a node that
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# already has another assignment in flight.
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candidates = [node for node in server.registry.values()
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if node.status == "ready" and node.pending_new_assignment is None
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and _has_usable_quantization(node)]
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if node.pending_new_assignment is None]
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if not candidates:
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return None
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node = max(candidates, key=lambda item: item.benchmark_tokens_per_sec)
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shard_end = min(end, start + min(_node_layer_capacity(node, preset), end - start + 1) - 1)
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if shard_end < start:
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return None
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shard_end = min(end, start + max(1, min(_node_layer_capacity(node, preset), end - start + 1)) - 1)
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quantization = _node_quantization(node, preset)
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directive = _load_directive(node, str(preset["hf_repo"]), start, shard_end, quantization)
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replaced = node.hf_repo or node.model
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