feat: retry evicted models in one load action
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+26
-14
@@ -1446,21 +1446,29 @@ def models_load(body: ModelsRequest) -> dict[str, Any]:
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if not names:
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raise HTTPException(400, "Select at least one model to load")
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placements = {name: _model_placement(body.placements.get(name)) for name in names}
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results = []
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for name in names:
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_model_load_update(name, active=True, state="queued", stage="Waiting for Ollama", started_at=time.time(), error="", placement=placements[name])
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for name in names:
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placement = placements[name]
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stage = "Loading into GPU + RAM" if placement == "gpu_ram" else "Loading into system RAM only"
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_model_load_update(name, state="loading", stage=stage)
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try:
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results.append({"name": name, "placement": placement, "ok": True, "result": _load_model(name, placement)})
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_model_load_update(name, state="checking", stage="Checking Ollama resident state")
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except Exception as exc:
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results.append({"name": name, "placement": placement, "ok": False, "error": str(exc)})
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_model_load_update(name, active=False, state="failed", stage="Ollama load failed", finished_at=time.time(), error=str(exc))
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# Load RAM-only models first, then GPU+RAM models. This avoids asking the
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# GPU scheduler to rearrange an already GPU-resident runner unnecessarily.
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ordered_names = sorted(names, key=lambda name: 0 if placements[name] == "ram_only" else 1)
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results_by_name: dict[str, dict[str, Any]] = {}
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for pass_index in range(2):
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resident_now = {str(row.get("name") or row.get("model")) for row in _local_ps()}
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missing_now = [name for name in ordered_names if name not in resident_now]
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if not missing_now:
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break
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for name in missing_now:
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placement = placements[name]
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stage = "Loading into GPU + RAM" if placement == "gpu_ram" else "Loading into system RAM only"
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_model_load_update(name, active=True, state="loading", stage=stage + " · pass " + str(pass_index + 1), attempt=pass_index + 1)
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try:
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result = _load_model(name, placement)
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results_by_name[name] = {"name": name, "placement": placement, "ok": True, "result": result, "attempts": pass_index + 1}
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_model_load_update(name, state="checking", stage="Checking Ollama resident state", attempt=pass_index + 1)
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except Exception as exc:
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results_by_name[name] = {"name": name, "placement": placement, "ok": False, "error": str(exc), "attempts": pass_index + 1}
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_model_load_update(name, active=False, state="failed", stage="Ollama load failed", finished_at=time.time(), error=str(exc), attempt=pass_index + 1)
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resident_rows = _local_ps()
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resident_names = {str(row.get("name") or row.get("model")) for row in resident_rows}
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results = [results_by_name.get(name, {"name": name, "placement": placements[name], "ok": name in resident_names, "attempts": 0}) for name in names]
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for item in results:
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item["resident"] = item["name"] in resident_names
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not_resident = [name for name in names if name not in resident_names]
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@@ -1470,16 +1478,20 @@ def models_load(body: ModelsRequest) -> dict[str, Any]:
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elif item["ok"]:
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_model_load_update(item["name"], active=False, state="evicted", stage="Ollama did not retain this model", finished_at=time.time())
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runtime = _runtime_snapshot()
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retry_count = sum(max(0, int(item.get("attempts") or 0) - 1) for item in results)
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return {
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"ok": bool(results) and not not_resident and all(item["ok"] for item in results),
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"requested": names,
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"resident": sorted(resident_names),
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"not_resident": not_resident,
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"results": results,
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"retries": retry_count,
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"runtime": runtime,
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"keep_alive": "permanent",
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"message": (
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"All selected models are resident."
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"All selected models are resident. Automatic Ollama eviction recovery completed."
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if not not_resident and retry_count
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else "All selected models are resident."
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if not not_resident
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else "Ollama did not keep every selected model resident; see not_resident."
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),
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