From 22553507c04087e06e0e66386a3cc2e4b572d461 Mon Sep 17 00:00:00 2001
From: aki916 <aki916.genyo@gmail.com>
Date: Mon, 6 Apr 2026 01:48:23 +0900
Subject: [PATCH 1/6] detect current device and be applicable for mps (apple
 silicon)

---
 onecomp/cli.py                                |  4 +--
 onecomp/qep/_qep_config.py                    | 13 +++++--
 onecomp/qep/_quantize_with_qep_arch.py        |  3 +-
 onecomp/quantized_model_loader.py             |  5 +--
 onecomp/quantizer/_quantizer.py               | 34 +++++++++++++++----
 onecomp/quantizer/autobit/activation_stats.py | 11 +++---
 onecomp/quantizer/gptq/_gptq.py               | 14 ++++----
 onecomp/quantizer/gptq/gptq_layer.py          | 10 ++++--
 onecomp/runner.py                             | 23 ++++++++-----
 .../runner_methods/chunked_quantization.py    |  8 +++--
 onecomp/utils/__init__.py                     |  4 +++
 onecomp/utils/device.py                       | 31 +++++++++++++++++
 12 files changed, 120 insertions(+), 40 deletions(-)
 create mode 100644 onecomp/utils/device.py

diff --git a/onecomp/cli.py b/onecomp/cli.py
index 37497a4..949a3a1 100644
--- a/onecomp/cli.py
+++ b/onecomp/cli.py
@@ -40,8 +40,8 @@ def main():
     )
     parser.add_argument(
         "--device",
-        default="cuda:0",
-        help="device to place the model on (default: cuda:0)",
+        default=None,
+        help="device to place the model on (default: auto-detect CUDA -> MPS -> CPU)",
     )
     parser.add_argument(
         "--no-qep",
diff --git a/onecomp/qep/_qep_config.py b/onecomp/qep/_qep_config.py
index c1801e0..7d24cf5 100644
--- a/onecomp/qep/_qep_config.py
+++ b/onecomp/qep/_qep_config.py
@@ -8,6 +8,8 @@
 
 from dataclasses import dataclass, field
 
+from onecomp.utils.device import get_default_device
+
 
 @dataclass
 class QEPConfig:
@@ -23,8 +25,9 @@ class QEPConfig:
             Default is 0.01.
         perccorr (float): Correction percentage for error propagation.
             Default is 0.5.
-        device (str): Device to use for QEP computations (e.g., "cuda").
-            Default is "cuda:0".
+        device (str or None): Device to use for QEP computations
+            (e.g., "cuda", "mps", "cpu").  When ``None`` (default),
+            auto-detected at runtime (CUDA > MPS > CPU).
         exclude_layer_keywords (list[str]): List of keywords to identify
             layers excluded from error propagation. Layers whose names
             contain any of these keywords will be excluded.
@@ -51,6 +54,10 @@ class QEPConfig:
     general: bool = False
     percdamp: float = 0.01
     perccorr: float = 0.5
-    device: str = "cuda:0"
+    device: str = None
     exclude_layer_keywords: list[str] = field(default_factory=lambda: ["mlp.down_proj"])
     # TODO: exclude_layer_keywords depends on the architecture and needs to be fixed
+
+    def __post_init__(self):
+        if self.device is None:
+            self.device = str(get_default_device())
diff --git a/onecomp/qep/_quantize_with_qep_arch.py b/onecomp/qep/_quantize_with_qep_arch.py
index 137809b..2e46588 100644
--- a/onecomp/qep/_quantize_with_qep_arch.py
+++ b/onecomp/qep/_quantize_with_qep_arch.py
@@ -33,6 +33,7 @@
     move_kwargs_to_device,
     expand_kwargs_batch,
 )
+from onecomp.utils.device import empty_cache
 
 logger = getLogger(__name__)
 
@@ -500,6 +501,6 @@ def run_quantize_with_qep_arch(
 
         # free memory
         block_q.cpu()
-        torch.cuda.empty_cache()
+        empty_cache(device)
 
     quantizer.execute_post_processing()
diff --git a/onecomp/quantized_model_loader.py b/onecomp/quantized_model_loader.py
index cd317ed..5ffca0d 100644
--- a/onecomp/quantized_model_loader.py
+++ b/onecomp/quantized_model_loader.py
@@ -23,6 +23,7 @@
 from .quantizer.gptq.config import resolve_gptq_layer_wbits, resolve_gptq_layer_group_size
 from .quantizer.gptq.gptq_layer import GPTQLinear
 from .utils.dtype import needs_bfloat16
+from .utils.device import get_default_device
 from .utils.quant_config import get_quant_param
 
 logger = getLogger(__name__)
@@ -122,7 +123,7 @@ def load_quantized_model(
                 device_map_resolved = infer_auto_device_map(model)
                 model = dispatch_model(model, device_map=device_map_resolved)
             except ImportError:
-                model = model.to("cuda" if torch.cuda.is_available() else "cpu")
+                model = model.to(get_default_device())
 
         tokenizer = AutoTokenizer.from_pretrained(
             save_directory,
@@ -184,7 +185,7 @@ def load_quantized_model_pt(
                 device_map_resolved = infer_auto_device_map(model)
                 model = dispatch_model(model, device_map=device_map_resolved)
             except ImportError:
-                model = model.to("cuda" if torch.cuda.is_available() else "cpu")
+                model = model.to(get_default_device())
 
         tokenizer = AutoTokenizer.from_pretrained(
             save_directory,
diff --git a/onecomp/quantizer/_quantizer.py b/onecomp/quantizer/_quantizer.py
index 24ced33..09dcc2e 100644
--- a/onecomp/quantizer/_quantizer.py
+++ b/onecomp/quantizer/_quantizer.py
@@ -17,6 +17,26 @@
 import torch
 from torch.nn import Linear, Conv2d, Conv1d
 
+from onecomp.utils.device import empty_cache
+
+
+def _safe_cholesky(tensor, **kwargs):
+    if tensor.device.type == "mps":
+        return torch.linalg.cholesky(tensor.cpu(), **kwargs).to(tensor.device)
+    return torch.linalg.cholesky(tensor, **kwargs)
+
+
+def _safe_cholesky_inverse(tensor):
+    if tensor.device.type == "mps":
+        return torch.cholesky_inverse(tensor.cpu()).to(tensor.device)
+    return torch.cholesky_inverse(tensor)
+
+
+def _safe_cholesky_solve(b, u):
+    if b.device.type == "mps":
+        return torch.cholesky_solve(b.cpu(), u.cpu()).to(b.device)
+    return torch.cholesky_solve(b, u)
+
 
 @dataclass
 class QuantizationResult:
@@ -218,7 +238,7 @@ def quantize(
         result.quantization_time = end_time - start_time
 
         self.results[name] = result
-        torch.cuda.empty_cache()
+        empty_cache()
 
         if self.calc_quant_error:
             # Record quantization error
@@ -264,7 +284,7 @@ def quantize_with_qep(
                 percdamp=percdamp,
                 perccorr=perccorr,
             )
-            torch.cuda.empty_cache()
+            empty_cache()
 
         self.logger.info("Quantizing layer: %s", name)
         result = self.quantize_layer(module, quant_input_activation, hessian=hessian)
@@ -278,7 +298,7 @@ def quantize_with_qep(
         result.quantization_time = end_time - start_time
 
         self.results[name] = result
-        torch.cuda.empty_cache()
+        empty_cache()
 
         if self.calc_quant_error:
             # Record quantization error
@@ -314,7 +334,7 @@ def _record_quantization_error(
             result.relative_weight_squared_error,
         ) = self.calculate_weight_quantization_error(module, dequantized_weight)
 
-        torch.cuda.empty_cache()
+        empty_cache()
 
     def adjust_weight(
         self,
@@ -359,9 +379,9 @@ def adjust_weight(
         damp = percdamp * torch.mean(torch.diag(hessian))
         diag = torch.arange(hessian.shape[0], device=hessian.device)
         hessian[diag, diag] += damp
-        cholesky = torch.linalg.cholesky(hessian)
+        cholesky = _safe_cholesky(hessian)
         rhs = weight @ delta_hatX
-        delta_weight = torch.cholesky_solve(rhs.t(), cholesky).t()
+        delta_weight = _safe_cholesky_solve(rhs.t(), cholesky).t()
         weight = weight + (perccorr * delta_weight)
 
         if isinstance(module, Conv1d):
@@ -904,7 +924,7 @@ def calculate_output_quantization_error(
 
             del batch_diff, batch_X_T
 
-        torch.cuda.empty_cache()
+        empty_cache()
 
         # MSE = output_squared_error / (out_features * total_samples)
         mean_output_squared_error = output_squared_error / num_elements
diff --git a/onecomp/quantizer/autobit/activation_stats.py b/onecomp/quantizer/autobit/activation_stats.py
index 856cea3..3fc6a55 100644
--- a/onecomp/quantizer/autobit/activation_stats.py
+++ b/onecomp/quantizer/autobit/activation_stats.py
@@ -16,6 +16,7 @@
     forward_input,
     move_kwargs_to_device,
 )
+from onecomp.utils.device import get_default_device, empty_cache
 
 
 def _find_head_modules(model, blocks):
@@ -91,14 +92,14 @@ def collect_activation_stats_blockwise(
     from onecomp.calibration import prepare_calibration_dataset
 
     if device is None:
-        device = torch.device("cuda")
+        device = get_default_device()
 
     original_device = next(model.parameters()).device
     if original_device.type != "cpu":
         if logger:
             logger.info("Moving model to CPU for block-wise activation collection")
         model.to("cpu")
-        torch.cuda.empty_cache()
+        empty_cache(original_device)
 
     model_id = getattr(model.config, "_name_or_path", None)
     tokenizer = AutoTokenizer.from_pretrained(model_id, trust_remote_code=True)
@@ -158,7 +159,7 @@ def collect_activation_stats_blockwise(
         for h in hooks:
             h.remove()
         block.cpu()
-        torch.cuda.empty_cache()
+        empty_cache(device)
 
     # Collect b_diag
     if use_curvature_b:
@@ -209,7 +210,7 @@ def collect_activation_stats_blockwise(
             for h in hooks:
                 h.remove()
             block.cpu()
-            torch.cuda.empty_cache()
+            empty_cache(device)
 
     a_diag = {}
     b_diag = {}
@@ -277,6 +278,6 @@ def _compute_loss_grad(final_hidden, norm, lm_head, input_ids, device):
 
     norm.cpu()
     lm_head.cpu()
-    torch.cuda.empty_cache()
+    empty_cache(device)
 
     return torch.cat(all_grads)
diff --git a/onecomp/quantizer/gptq/_gptq.py b/onecomp/quantizer/gptq/_gptq.py
index 7896d4e..a49c428 100644
--- a/onecomp/quantizer/gptq/_gptq.py
+++ b/onecomp/quantizer/gptq/_gptq.py
@@ -19,8 +19,9 @@
 from torch import nn
 from transformers import Conv1D
 
-from onecomp.quantizer._quantizer import Quantizer, QuantizationResult
+from onecomp.quantizer._quantizer import Quantizer, QuantizationResult, _safe_cholesky, _safe_cholesky_inverse
 from onecomp.utils.quant_config import get_quant_param
+from onecomp.utils.device import empty_cache
 
 
 @dataclass
@@ -489,9 +490,9 @@ def _compute_inverse_hessian(
     damp_scale = 1.0
     for attempt in range(max_retries):
         try:
-            cholesky_lower = torch.linalg.cholesky(hessian)
+            cholesky_lower = _safe_cholesky(hessian)
             break
-        except torch._C._LinAlgError:
+        except (torch._C._LinAlgError, RuntimeError):
             damp_scale *= 10.0
             extra = damp_scale * damp
             hessian[diag, diag] += extra
@@ -506,8 +507,8 @@ def _compute_inverse_hessian(
             "Cholesky decomposition failed after %d damping attempts. "
             "The Hessian may be severely ill-conditioned." % max_retries
         )
-    hessian = torch.cholesky_inverse(cholesky_lower)
-    return torch.linalg.cholesky(hessian, upper=True)
+    hessian = _safe_cholesky_inverse(cholesky_lower)
+    return _safe_cholesky(hessian, upper=True)
 
 
 def run_gptq(  # pylint: disable=too-many-positional-arguments
@@ -643,9 +644,10 @@ def run_gptq(  # pylint: disable=too-many-positional-arguments
         zero = quantizer.zero.to(dtype=torch.int32, device="cpu")
     perm = perm.cpu() if perm is not None else None
 
+    _device = quantized_weight.device
     del hessian, Hinv, matrix_W, Q_int
     gc.collect()
-    torch.cuda.empty_cache()
+    empty_cache(_device)
 
     return {
         "qweight": quantized_weight,
diff --git a/onecomp/quantizer/gptq/gptq_layer.py b/onecomp/quantizer/gptq/gptq_layer.py
index 9a1febc..d4247d5 100644
--- a/onecomp/quantizer/gptq/gptq_layer.py
+++ b/onecomp/quantizer/gptq/gptq_layer.py
@@ -228,7 +228,7 @@ def __init__(  # pylint: disable=too-many-positional-arguments
         zero: torch.Tensor,  # FP16
         perm: Optional[torch.Tensor] = None,  # INT64
         bias: Optional[torch.Tensor] = None,
-        device: str = "cuda",
+        device: Union[str, torch.device, None] = None,
         pack_weights: bool = True,  # Pack INT weights for memory efficiency
         use_gemlite: Optional[bool] = None,  # GemLite flag
     ):
@@ -240,7 +240,11 @@ def __init__(  # pylint: disable=too-many-positional-arguments
         self.groupsize = groupsize
         self.actorder = actorder
 
-        device = torch.device(device) if isinstance(device, str) else device
+        if device is None:
+            from onecomp.utils.device import get_default_device
+            device = get_default_device()
+        elif isinstance(device, str):
+            device = torch.device(device)
 
         # Decide whether to use GemLite
         if use_gemlite is None:
@@ -398,7 +402,7 @@ def forward(self, x: torch.Tensor) -> torch.Tensor:
 
     @classmethod
     def from_quantization_result(  # pylint: disable=too-many-positional-arguments
-        cls, result, bias=None, device="cuda", pack_weights=True, use_gemlite=None
+        cls, result, bias=None, device=None, pack_weights=True, use_gemlite=None
     ):
         """
         Build GPTQLinear from GPTQResult (quantizer.results).
diff --git a/onecomp/runner.py b/onecomp/runner.py
index fee4068..0b9ee9d 100644
--- a/onecomp/runner.py
+++ b/onecomp/runner.py
@@ -29,6 +29,7 @@
 from .utils import calculate_accuracy as calc_accuracy
 from .utils import calculate_perplexity as calc_perplexity
 from .log import setup_logger
+from .utils import get_default_device, empty_cache
 
 
 class Runner:
@@ -403,7 +404,7 @@ def auto_run(
         wbits: Optional[float] = None,
         total_vram_gb: Optional[float] = None,
         groupsize: int = 128,
-        device: str = "cuda:0",
+        device: str = None,
         qep: bool = True,
         evaluate: bool = True,
         eval_original_model: bool = False,
@@ -429,7 +430,8 @@ def auto_run(
                 automatically.
             groupsize (int): GPTQ group size (default: 128).
                 Use -1 to disable grouping.
-            device (str): Device to place the model on (default: "cuda:0").
+            device (str or None): Device to place the model on.
+                When ``None`` (default), auto-detected (CUDA > MPS > CPU).
             qep (bool): Whether to use QEP (default: True).
             evaluate (bool): Whether to calculate perplexity and
                 accuracy after quantization (default: True).
@@ -478,6 +480,10 @@ def auto_run(
         setup_logger()
         logger = getLogger(__name__)
 
+        if device is None:
+            device = str(get_default_device())
+            logger.info("Auto-detected device: %s", device)
+
         candidate_bits = (2, 3, 4, 8)
 
         if wbits is None:
@@ -537,7 +543,8 @@ def auto_run(
                 save_path=save_dir if save_dir is not None else None,
                 enable_fused_groups=True,
             )
-        runner = cls(model_config=model_config, quantizer=quantizer, qep=qep)
+        qep_config = QEPConfig(device=device)
+        runner = cls(model_config=model_config, quantizer=quantizer, qep=qep, qep_config=qep_config)
         runner.run()
 
         if evaluate:
@@ -1068,7 +1075,7 @@ def _calculate_evaluation(
             tokenizer = self.model_config.load_tokenizer()
             original_result = eval_function(model=model, tokenizer=tokenizer, **eval_args)
             del model, tokenizer
-            torch.cuda.empty_cache()
+            empty_cache()
 
         if quantized_model:
             try:
@@ -1085,7 +1092,7 @@ def _calculate_evaluation(
                     model.to(self.model_config.device)
                     quantized_result = eval_function(model=model, tokenizer=tokenizer, **eval_args)
                     del model, tokenizer
-                torch.cuda.empty_cache()
+                empty_cache()
             except NotImplementedError:
                 logger.warning(
                     "This quantization method does not support creating a quantized model; "
@@ -1100,7 +1107,7 @@ def _calculate_evaluation(
             self.update_model_weights(model, quantizer=quantizer)
             dequantized_result = eval_function(model=model, tokenizer=tokenizer, **eval_args)
             del model, tokenizer
-            torch.cuda.empty_cache()
+            empty_cache()
 
         return original_result, dequantized_result, quantized_result
 
@@ -1964,7 +1971,7 @@ def analyze_cumulative_error(
             )
             # Release fragmented GPU memory from previous operations (e.g., run())
             gc.collect()
-            torch.cuda.empty_cache()
+            empty_cache()
 
             model = self.model_config.load_model()
             input_device = next(model.parameters()).device
@@ -1988,7 +1995,7 @@ def analyze_cumulative_error(
                 )
                 # Release fragmented GPU memory from previous operations (e.g., run())
                 gc.collect()
-                torch.cuda.empty_cache()
+                empty_cache()
 
                 model = self.model_config.load_model()
                 input_device = next(model.parameters()).device
diff --git a/onecomp/runner_methods/chunked_quantization.py b/onecomp/runner_methods/chunked_quantization.py
index 01078e1..ba49647 100644
--- a/onecomp/runner_methods/chunked_quantization.py
+++ b/onecomp/runner_methods/chunked_quantization.py
@@ -32,6 +32,8 @@
 from onecomp.calibration import CalibrationConfig, prepare_calibration_dataset
 from onecomp.model_config import ModelConfig
 from onecomp.quantizer._quantizer import Quantizer, QuantizationResult
+from onecomp.utils import prepare_calibration_dataset
+from onecomp.utils.device import empty_cache
 
 logger = getLogger(__name__)
 
@@ -233,7 +235,7 @@ def hook(_module, input, _output):  # pylint: disable=redefined-builtin
 
         # Free memory
         del chunk_inputs
-        torch.cuda.empty_cache()
+        empty_cache()
 
         logger.info(
             "  Chunk %d/%d done (samples %d-%d)",
@@ -308,7 +310,7 @@ def quantize_group(quantizer, group, xtx_dict, nsamples):
         result.quantization_time = end_time - start_time
 
         quantizer.results[name] = result
-        torch.cuda.empty_cache()
+        empty_cache()
 
 
 # =============================================================================
@@ -378,4 +380,4 @@ def record_quantization_errors(quantizer, group, xtx_dict, nsamples):
             else None
         )
 
-        torch.cuda.empty_cache()
+        empty_cache()
diff --git a/onecomp/utils/__init__.py b/onecomp/utils/__init__.py
index 8bbcba6..0132aca 100644
--- a/onecomp/utils/__init__.py
+++ b/onecomp/utils/__init__.py
@@ -37,3 +37,7 @@
 )
 
 from .dtype import needs_bfloat16
+from .device import (
+    get_default_device,
+    empty_cache,
+)
diff --git a/onecomp/utils/device.py b/onecomp/utils/device.py
new file mode 100644
index 0000000..ed3eff6
--- /dev/null
+++ b/onecomp/utils/device.py
@@ -0,0 +1,31 @@
+"""
+Device-related utilities for cross-platform support (CUDA / MPS / CPU).
+
+Copyright 2025-2026 Fujitsu Ltd.
+
+"""
+
+import torch
+
+
+def get_default_device() -> torch.device:
+    """Return the best available device: CUDA > MPS > CPU."""
+    if torch.cuda.is_available():
+        return torch.device("cuda")
+    if hasattr(torch.backends, "mps") and torch.backends.mps.is_available():
+        return torch.device("mps")
+    return torch.device("cpu")
+
+
+def empty_cache(device: torch.device | str | None = None) -> None:
+    """Release device memory cache for the given device type.
+
+    Safe to call on any platform — silently does nothing when the
+    device backend is not available.
+    """
+    device_type = torch.device(device if device is not None else get_default_device()).type
+
+    if device_type == "cuda":
+        torch.cuda.empty_cache()
+    elif device_type == "mps" and hasattr(torch.mps, "empty_cache"):
+        torch.mps.empty_cache()

From 5f805a34ca035ec09facd1cf5201410dddd73541 Mon Sep 17 00:00:00 2001
From: aki916 <aki916.genyo@gmail.com>
Date: Thu, 9 Apr 2026 09:49:57 +0900
Subject: [PATCH 2/6] calculate NLL with cpu even user specify for using mps

---
 onecomp/utils/perplexity.py | 6 ++++--
 1 file changed, 4 insertions(+), 2 deletions(-)

diff --git a/onecomp/utils/perplexity.py b/onecomp/utils/perplexity.py
index 3f53979..3b1ac69 100644
--- a/onecomp/utils/perplexity.py
+++ b/onecomp/utils/perplexity.py
@@ -125,7 +125,9 @@ def calculate_perplexity(
     if stride is None:
         stride = max_length
     seq_len = encodings.input_ids.size(1)
-    nll_sum = torch.tensor(0.0, dtype=torch.float64, device=device)
+    use_cpu_accum = device.type == "mps" if isinstance(device, torch.device) else str(device).startswith("mps")
+    accum_device = torch.device("cpu") if use_cpu_accum else device
+    nll_sum = torch.tensor(0.0, dtype=torch.float64, device=accum_device)
     n_tokens = 0
     prev_end_loc = 0
     for begin_loc in tqdm(range(0, seq_len, stride)):
@@ -144,7 +146,7 @@ def calculate_perplexity(
             # N.B. the model only calculates loss over trg_len - 1 labels,
             # because it internally shifts the labels
             # to the left by 1.
-            neg_log_likelihood = outputs.loss.to(torch.float64)
+            neg_log_likelihood = outputs.loss.to(accum_device).to(torch.float64)
         # Accumulate the total negative log-likelihood and the total number of tokens
         num_valid_tokens = (
             (target_ids != -100).sum().item()

From d7edfbe3c5c8ec690723a2dc6d7a733f97df46f6 Mon Sep 17 00:00:00 2001
From: aki916 <aki916.genyo@gmail.com>
Date: Sun, 12 Apr 2026 21:37:57 +0900
Subject: [PATCH 3/6] send tensors to cpu at the begging of the run_gtpq

---
 onecomp/quantizer/_quantizer.py | 29 +++++++++++------------------
 onecomp/quantizer/gptq/_gptq.py |  7 ++++++-
 2 files changed, 17 insertions(+), 19 deletions(-)

diff --git a/onecomp/quantizer/_quantizer.py b/onecomp/quantizer/_quantizer.py
index 09dcc2e..fbeb301 100644
--- a/onecomp/quantizer/_quantizer.py
+++ b/onecomp/quantizer/_quantizer.py
@@ -20,22 +20,16 @@
 from onecomp.utils.device import empty_cache
 
 
-def _safe_cholesky(tensor, **kwargs):
-    if tensor.device.type == "mps":
-        return torch.linalg.cholesky(tensor.cpu(), **kwargs).to(tensor.device)
-    return torch.linalg.cholesky(tensor, **kwargs)
-
-
-def _safe_cholesky_inverse(tensor):
-    if tensor.device.type == "mps":
-        return torch.cholesky_inverse(tensor.cpu()).to(tensor.device)
-    return torch.cholesky_inverse(tensor)
-
-
-def _safe_cholesky_solve(b, u):
-    if b.device.type == "mps":
-        return torch.cholesky_solve(b.cpu(), u.cpu()).to(b.device)
-    return torch.cholesky_solve(b, u)
+def _safe_cholesky_and_solve(hessian, rhs):
+    if hessian.device.type == "mps":
+        hessian_cpu = hessian.cpu()
+        rhs_cpu = rhs.cpu()
+        cholesky = torch.linalg.cholesky(hessian_cpu)
+        delta_weight = torch.cholesky_solve(rhs_cpu.t(), cholesky).to(hessian.device)
+    else:
+        cholesky = torch.linalg.cholesky(hessian)
+        delta_weight = torch.cholesky_solve(rhs.t(), cholesky)
+    return delta_weight
 
 
 @dataclass
@@ -379,9 +373,8 @@ def adjust_weight(
         damp = percdamp * torch.mean(torch.diag(hessian))
         diag = torch.arange(hessian.shape[0], device=hessian.device)
         hessian[diag, diag] += damp
-        cholesky = _safe_cholesky(hessian)
         rhs = weight @ delta_hatX
-        delta_weight = _safe_cholesky_solve(rhs.t(), cholesky).t()
+        delta_weight = _safe_cholesky_and_solve(hessian, rhs).t()
         weight = weight + (perccorr * delta_weight)
 
         if isinstance(module, Conv1d):
diff --git a/onecomp/quantizer/gptq/_gptq.py b/onecomp/quantizer/gptq/_gptq.py
index a49c428..ef2f825 100644
--- a/onecomp/quantizer/gptq/_gptq.py
+++ b/onecomp/quantizer/gptq/_gptq.py
@@ -19,7 +19,7 @@
 from torch import nn
 from transformers import Conv1D
 
-from onecomp.quantizer._quantizer import Quantizer, QuantizationResult, _safe_cholesky, _safe_cholesky_inverse
+from onecomp.quantizer._quantizer import Quantizer, QuantizationResult
 from onecomp.utils.quant_config import get_quant_param
 from onecomp.utils.device import empty_cache
 
@@ -544,6 +544,11 @@ def run_gptq(  # pylint: disable=too-many-positional-arguments
     )
 
     matrix_W = layer.weight.data.clone()
+
+    if hessian.device.type == "mps":
+        hessian = hessian.cpu()
+        matrix_W = matrix_W.to("cpu")
+
     if isinstance(layer, nn.Conv2d):
         matrix_W = matrix_W.flatten(1)
     if isinstance(layer, Conv1D):

From 335052f7af9eafd5d05ac1439c5844ee8f65454a Mon Sep 17 00:00:00 2001
From: aki916 <aki916.genyo@gmail.com>
Date: Thu, 30 Apr 2026 13:57:07 +0900
Subject: [PATCH 4/6] debug for aligning v1.1.0 release

---
 onecomp/quantizer/gptq/_gptq.py | 11 ++++++++---
 1 file changed, 8 insertions(+), 3 deletions(-)

diff --git a/onecomp/quantizer/gptq/_gptq.py b/onecomp/quantizer/gptq/_gptq.py
index ef2f825..62ac3f2 100644
--- a/onecomp/quantizer/gptq/_gptq.py
+++ b/onecomp/quantizer/gptq/_gptq.py
@@ -475,6 +475,11 @@ def _compute_inverse_hessian(
     Cholesky decomposition fails (non-positive-definite), progressively
     increases damping and retries up to *max_retries* times.
 
+    Note:
+        This function uses torch.linalg.cholesky / torch.cholesky_inverse
+        directly (without MPS-safe wrappers) because the caller (run_gptq)
+        moves hessian to CPU before calling this function when on MPS.
+
     Args:
         hessian: Square Hessian matrix (modified in-place).
         percdamp: Base damping as a fraction of the mean diagonal.
@@ -490,7 +495,7 @@ def _compute_inverse_hessian(
     damp_scale = 1.0
     for attempt in range(max_retries):
         try:
-            cholesky_lower = _safe_cholesky(hessian)
+            cholesky_lower = torch.linalg.cholesky(hessian)
             break
         except (torch._C._LinAlgError, RuntimeError):
             damp_scale *= 10.0
@@ -507,8 +512,8 @@ def _compute_inverse_hessian(
             "Cholesky decomposition failed after %d damping attempts. "
             "The Hessian may be severely ill-conditioned." % max_retries
         )
-    hessian = _safe_cholesky_inverse(cholesky_lower)
-    return _safe_cholesky(hessian, upper=True)
+    hessian = torch.cholesky_inverse(cholesky_lower)
+    return torch.linalg.cholesky(hessian, upper=True)
 
 
 def run_gptq(  # pylint: disable=too-many-positional-arguments

From 4d28647acc512d94f14a3d88277f05fa3d698659 Mon Sep 17 00:00:00 2001
From: aki916 <aki916.genyo@gmail.com>
Date: Thu, 14 May 2026 01:09:19 +0900
Subject: [PATCH 5/6] raise error if quantizer is not gptq

---
 onecomp/cli.py                       |  4 +--
 onecomp/qep/_qep_config.py           | 14 +++-------
 onecomp/quantizer/gptq/gptq_layer.py | 10 ++-----
 onecomp/runner.py                    | 41 ++++++++++++++++++++++------
 onecomp/utils/device.py              |  1 +
 5 files changed, 43 insertions(+), 27 deletions(-)

diff --git a/onecomp/cli.py b/onecomp/cli.py
index 949a3a1..37497a4 100644
--- a/onecomp/cli.py
+++ b/onecomp/cli.py
@@ -40,8 +40,8 @@ def main():
     )
     parser.add_argument(
         "--device",
-        default=None,
-        help="device to place the model on (default: auto-detect CUDA -> MPS -> CPU)",
+        default="cuda:0",
+        help="device to place the model on (default: cuda:0)",
     )
     parser.add_argument(
         "--no-qep",
diff --git a/onecomp/qep/_qep_config.py b/onecomp/qep/_qep_config.py
index 7d24cf5..4e93678 100644
--- a/onecomp/qep/_qep_config.py
+++ b/onecomp/qep/_qep_config.py
@@ -8,8 +8,6 @@
 
 from dataclasses import dataclass, field
 
-from onecomp.utils.device import get_default_device
-
 
 @dataclass
 class QEPConfig:
@@ -25,9 +23,9 @@ class QEPConfig:
             Default is 0.01.
         perccorr (float): Correction percentage for error propagation.
             Default is 0.5.
-        device (str or None): Device to use for QEP computations
-            (e.g., "cuda", "mps", "cpu").  When ``None`` (default),
-            auto-detected at runtime (CUDA > MPS > CPU).
+        device (str): Device to use for QEP computations
+            (e.g., "cuda", "mps", "cpu").
+            Default is "cuda:0".
         exclude_layer_keywords (list[str]): List of keywords to identify
             layers excluded from error propagation. Layers whose names
             contain any of these keywords will be excluded.
@@ -54,10 +52,6 @@ class QEPConfig:
     general: bool = False
     percdamp: float = 0.01
     perccorr: float = 0.5
-    device: str = None
+    device: str = "cuda:0"
     exclude_layer_keywords: list[str] = field(default_factory=lambda: ["mlp.down_proj"])
     # TODO: exclude_layer_keywords depends on the architecture and needs to be fixed
-
-    def __post_init__(self):
-        if self.device is None:
-            self.device = str(get_default_device())
diff --git a/onecomp/quantizer/gptq/gptq_layer.py b/onecomp/quantizer/gptq/gptq_layer.py
index d4247d5..c614da2 100644
--- a/onecomp/quantizer/gptq/gptq_layer.py
+++ b/onecomp/quantizer/gptq/gptq_layer.py
@@ -228,7 +228,7 @@ def __init__(  # pylint: disable=too-many-positional-arguments
         zero: torch.Tensor,  # FP16
         perm: Optional[torch.Tensor] = None,  # INT64
         bias: Optional[torch.Tensor] = None,
-        device: Union[str, torch.device, None] = None,
+        device: Union[str, torch.device] = "cuda",
         pack_weights: bool = True,  # Pack INT weights for memory efficiency
         use_gemlite: Optional[bool] = None,  # GemLite flag
     ):
@@ -240,11 +240,7 @@ def __init__(  # pylint: disable=too-many-positional-arguments
         self.groupsize = groupsize
         self.actorder = actorder
 
-        if device is None:
-            from onecomp.utils.device import get_default_device
-            device = get_default_device()
-        elif isinstance(device, str):
-            device = torch.device(device)
+        device = torch.device(device) if isinstance(device, str) else device
 
         # Decide whether to use GemLite
         if use_gemlite is None:
@@ -402,7 +398,7 @@ def forward(self, x: torch.Tensor) -> torch.Tensor:
 
     @classmethod
     def from_quantization_result(  # pylint: disable=too-many-positional-arguments
-        cls, result, bias=None, device=None, pack_weights=True, use_gemlite=None
+        cls, result, bias=None, device="cuda", pack_weights=True, use_gemlite=None
     ):
         """
         Build GPTQLinear from GPTQResult (quantizer.results).
diff --git a/onecomp/runner.py b/onecomp/runner.py
index 0b9ee9d..a10b26f 100644
--- a/onecomp/runner.py
+++ b/onecomp/runner.py
@@ -29,7 +29,7 @@
 from .utils import calculate_accuracy as calc_accuracy
 from .utils import calculate_perplexity as calc_perplexity
 from .log import setup_logger
-from .utils import get_default_device, empty_cache
+from .utils import empty_cache
 
 
 class Runner:
@@ -306,6 +306,36 @@ def check(self):
                     f"CalibrationConfig objects."
                 )
 
+        # MPS device validation: only GPTQ (or AutoBitQuantizer whose
+        # candidates are all GPTQ) is supported on MPS
+        device = self.model_config.device
+        is_mps = (device == "mps" or str(device).startswith("mps"))
+        if is_mps:
+            if self.multi_gpu:
+                raise ValueError(
+                    "multi_gpu is not supported on MPS device."
+                )
+            all_quantizers = (
+                self.quantizers if self.quantizers is not None
+                else [self.quantizer]
+            )
+            for i, q in enumerate(all_quantizers):
+                label = f"quantizers[{i}]" if self.quantizers else "quantizer"
+                if isinstance(q, AutoBitQuantizer):
+                    for j, cand in enumerate(q.quantizers):
+                        if not isinstance(cand, GPTQ):
+                            raise ValueError(
+                                f"{label}.quantizers[{j}] ({type(cand).__name__}) "
+                                f"is not supported on MPS device. "
+                                "AutoBitQuantizer on MPS requires all candidate "
+                                "quantizers to be GPTQ."
+                            )
+                elif not isinstance(q, GPTQ):
+                    raise ValueError(
+                        f"{label} ({type(q).__name__}) is not supported on MPS device. "
+                        "Only GPTQ quantization supports MPS."
+                    )
+
     def _exclude_moe_router_if_needed(self):
         """Exclude MoE router layers from quantization.
 
@@ -404,7 +434,7 @@ def auto_run(
         wbits: Optional[float] = None,
         total_vram_gb: Optional[float] = None,
         groupsize: int = 128,
-        device: str = None,
+        device: str = "cuda:0",
         qep: bool = True,
         evaluate: bool = True,
         eval_original_model: bool = False,
@@ -430,8 +460,7 @@ def auto_run(
                 automatically.
             groupsize (int): GPTQ group size (default: 128).
                 Use -1 to disable grouping.
-            device (str or None): Device to place the model on.
-                When ``None`` (default), auto-detected (CUDA > MPS > CPU).
+            device (str): Device to place the model on (default: "cuda:0").
             qep (bool): Whether to use QEP (default: True).
             evaluate (bool): Whether to calculate perplexity and
                 accuracy after quantization (default: True).
@@ -480,10 +509,6 @@ def auto_run(
         setup_logger()
         logger = getLogger(__name__)
 
-        if device is None:
-            device = str(get_default_device())
-            logger.info("Auto-detected device: %s", device)
-
         candidate_bits = (2, 3, 4, 8)
 
         if wbits is None:
diff --git a/onecomp/utils/device.py b/onecomp/utils/device.py
index ed3eff6..7334937 100644
--- a/onecomp/utils/device.py
+++ b/onecomp/utils/device.py
@@ -8,6 +8,7 @@
 import torch
 
 
+
 def get_default_device() -> torch.device:
     """Return the best available device: CUDA > MPS > CPU."""
     if torch.cuda.is_available():

From 5c1b3ab53e2826f57fcf8ad42e585289d082c5f3 Mon Sep 17 00:00:00 2001
From: aki916 <aki916.genyo@gmail.com>
Date: Wed, 27 May 2026 16:44:13 +0900
Subject: [PATCH 6/6] fix settings and readme

---
 CHANGELOG.md   |    8 +
 README.md      |   21 +-
 pyproject.toml |   13 +-
 uv.lock        | 1729 +++++++++++++++++++++++++++++++++++++-----------
 4 files changed, 1385 insertions(+), 386 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index bb5c119..bb2f9b8 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,13 @@
 # Change log
 
+## [v1.1.1+mps] 2026-05-27
+
+### Apple Silicon / macOS support
+
+- **MPS quantization**: GPTQ (and AutoBit with GPTQ-only candidates) on `device="mps"`; Cholesky-heavy steps run on CPU where MPS lacks support; cross-platform `empty_cache()` via new `onecomp/utils/device.py` (`runner.py`, `quantizer/gptq/_gptq.py`, `quantizer/_quantizer.py`)
+- **MPS inference**: load saved quantized models on Mac with `QuantizedModelLoader` + Transformers `generate()` (GemLite/vLLM remain Linux + CUDA)
+- **macOS `uv sync`**: added `darwin` to `tool.uv.environments`, Linux-only markers on CUDA extras (`cu118`–`cu130`), documented `--extra cpu` path in `README.md`
+
 ## [v1.1.1] 2026-05-21
 
 ### New Feature: Quantization progress logging
diff --git a/README.md b/README.md
index 134b62b..54daccd 100644
--- a/README.md
+++ b/README.md
@@ -121,20 +121,34 @@ curl -LsSf https://astral.sh/uv/install.sh | sh
 
 git clone https://github.com/FujitsuResearch/OneCompression.git
 cd OneCompression
-uv sync --extra cu128 --extra dev --extra visualize
 ```
 
 The `uv sync` command creates a Python virtual environment and installs all dependent libraries.
 
+#### Linux (CUDA quantization / vLLM)
+
+```bash
+uv sync --extra cu128 --extra dev --extra visualize
+```
+
 The `--extra cu128` option installs the CUDA-enabled version of PyTorch (along with `torchvision` from the same CUDA index).
 Replace `cu128` with the appropriate variant for your environment: `cpu`, `cu118`, `cu121`, `cu124`, `cu126`, `cu128`, or `cu130`.
 PyTorch will be automatically downloaded by `uv`, so you do not need to install it beforehand.
 
+#### macOS (development / MPS inference)
+
+```bash
+uv sync --extra cpu --extra dev --extra visualize
+```
+
+On macOS, use `--extra cpu` only. CUDA extras (`cu118`–`cu130`) and `--extra vllm` are Linux-only.
+After `uv sync`, you can run GPTQ quantization and Hugging Face `generate()` inference on MPS; vLLM serving still requires Linux with an NVIDIA GPU.
+
 Adding `--extra dev` installs development tools (black, pytest, pylint).
 Adding `--extra visualize` installs matplotlib for visualization features.
 Adding `--extra hydra` installs `hydra-core` for the example scripts and `model_validation/` runners that use Hydra-based configuration.
 
-To use vLLM for serving quantized models, add `--extra vllm` together with `--extra cu130`:
+To use vLLM for serving quantized models on Linux, add `--extra vllm` together with `--extra cu130`:
 
 ```bash
 uv sync --extra cu130 --extra dev --extra visualize --extra vllm
@@ -183,7 +197,10 @@ Replace `cu128` with the appropriate variant for your environment: `cpu`, `cu118
 ### Building Documentation Locally
 
 ```bash
+# Linux
 uv sync --extra cu128 --extra dev --extra docs
+# macOS
+uv sync --extra cpu --extra dev --extra docs
 uv run mkdocs serve
 ```
 
diff --git a/pyproject.toml b/pyproject.toml
index b874ba1..f0ae66f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -47,12 +47,12 @@ onecomp = "onecomp.cli:main"
 
 [project.optional-dependencies]
 cpu = ["torch", "torchvision"]
-cu118 = ["torch", "torchvision"]
-cu121 = ["torch", "torchvision"]
-cu124 = ["torch", "torchvision"]
-cu126 = ["torch", "torchvision"]
-cu128 = ["torch", "torchvision"]
-cu130 = ["torch", "torchvision"]
+cu118 = ["torch; sys_platform == 'linux'", "torchvision; sys_platform == 'linux'"]
+cu121 = ["torch; sys_platform == 'linux'", "torchvision; sys_platform == 'linux'"]
+cu124 = ["torch; sys_platform == 'linux'", "torchvision; sys_platform == 'linux'"]
+cu126 = ["torch; sys_platform == 'linux'", "torchvision; sys_platform == 'linux'"]
+cu128 = ["torch; sys_platform == 'linux'", "torchvision; sys_platform == 'linux'"]
+cu130 = ["torch; sys_platform == 'linux'", "torchvision; sys_platform == 'linux'"]
 dev = [
     "black",
     "hydra-core",
@@ -94,6 +94,7 @@ conflicts = [
 ]
 environments = [
     "sys_platform == 'linux' and python_full_version >= '3.12' and python_full_version < '3.14'",
+    "sys_platform == 'darwin' and python_full_version >= '3.12' and python_full_version < '3.14'",
 ]
 
 [tool.uv.sources]
diff --git a/uv.lock b/uv.lock
index e3dd1b0..80fb435 100644
--- a/uv.lock
+++ b/uv.lock
@@ -12,9 +12,20 @@ resolution-markers = [
     "sys_platform == 'linux' and extra == 'extra-7-onecomp-cpu' and extra != 'extra-7-onecomp-cu118' and extra != 'extra-7-onecomp-cu121' and extra != 'extra-7-onecomp-cu124' and extra != 'extra-7-onecomp-cu126' and extra != 'extra-7-onecomp-cu128' and extra != 'extra-7-onecomp-cu130' and extra != 'extra-7-onecomp-vllm'",
     "python_full_version >= '3.13' and sys_platform == 'linux' and extra != 'extra-7-onecomp-cpu' and extra != 'extra-7-onecomp-cu118' and extra != 'extra-7-onecomp-cu121' and extra != 'extra-7-onecomp-cu124' and extra != 'extra-7-onecomp-cu126' and extra != 'extra-7-onecomp-cu128' and extra != 'extra-7-onecomp-cu130'",
     "python_full_version < '3.13' and sys_platform == 'linux' and extra != 'extra-7-onecomp-cpu' and extra != 'extra-7-onecomp-cu118' and extra != 'extra-7-onecomp-cu121' and extra != 'extra-7-onecomp-cu124' and extra != 'extra-7-onecomp-cu126' and extra != 'extra-7-onecomp-cu128' and extra != 'extra-7-onecomp-cu130'",
+    "python_full_version >= '3.13' and sys_platform == 'darwin' and extra != 'extra-7-onecomp-cpu' and extra != 'extra-7-onecomp-cu118' and extra != 'extra-7-onecomp-cu121' and extra != 'extra-7-onecomp-cu124' and extra != 'extra-7-onecomp-cu126' and extra != 'extra-7-onecomp-cu128' and extra == 'extra-7-onecomp-cu130'",
+    "python_full_version < '3.13' and sys_platform == 'darwin' and extra != 'extra-7-onecomp-cpu' and extra != 'extra-7-onecomp-cu118' and extra != 'extra-7-onecomp-cu121' and extra != 'extra-7-onecomp-cu124' and extra != 'extra-7-onecomp-cu126' and extra != 'extra-7-onecomp-cu128' and extra == 'extra-7-onecomp-cu130'",
+    "sys_platform == 'darwin' and extra != 'extra-7-onecomp-cpu' and extra != 'extra-7-onecomp-cu118' and extra != 'extra-7-onecomp-cu121' and extra != 'extra-7-onecomp-cu124' and extra != 'extra-7-onecomp-cu126' and extra == 'extra-7-onecomp-cu128' and extra != 'extra-7-onecomp-cu130' and extra != 'extra-7-onecomp-vllm'",
+    "sys_platform == 'darwin' and extra != 'extra-7-onecomp-cpu' and extra != 'extra-7-onecomp-cu118' and extra != 'extra-7-onecomp-cu121' and extra != 'extra-7-onecomp-cu124' and extra == 'extra-7-onecomp-cu126' and extra != 'extra-7-onecomp-cu128' and extra != 'extra-7-onecomp-cu130' and extra != 'extra-7-onecomp-vllm'",
+    "sys_platform == 'darwin' and extra != 'extra-7-onecomp-cpu' and extra != 'extra-7-onecomp-cu118' and extra != 'extra-7-onecomp-cu121' and extra == 'extra-7-onecomp-cu124' and extra != 'extra-7-onecomp-cu126' and extra != 'extra-7-onecomp-cu128' and extra != 'extra-7-onecomp-cu130' and extra != 'extra-7-onecomp-vllm'",
+    "sys_platform == 'darwin' and extra != 'extra-7-onecomp-cpu' and extra != 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-cu121' and extra != 'extra-7-onecomp-cu124' and extra != 'extra-7-onecomp-cu126' and extra != 'extra-7-onecomp-cu128' and extra != 'extra-7-onecomp-cu130' and extra != 'extra-7-onecomp-vllm'",
+    "sys_platform == 'darwin' and extra != 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu118' and extra != 'extra-7-onecomp-cu121' and extra != 'extra-7-onecomp-cu124' and extra != 'extra-7-onecomp-cu126' and extra != 'extra-7-onecomp-cu128' and extra != 'extra-7-onecomp-cu130' and extra != 'extra-7-onecomp-vllm'",
+    "sys_platform == 'darwin' and extra == 'extra-7-onecomp-cpu' and extra != 'extra-7-onecomp-cu118' and extra != 'extra-7-onecomp-cu121' and extra != 'extra-7-onecomp-cu124' and extra != 'extra-7-onecomp-cu126' and extra != 'extra-7-onecomp-cu128' and extra != 'extra-7-onecomp-cu130' and extra != 'extra-7-onecomp-vllm'",
+    "python_full_version >= '3.13' and sys_platform == 'darwin' and extra != 'extra-7-onecomp-cpu' and extra != 'extra-7-onecomp-cu118' and extra != 'extra-7-onecomp-cu121' and extra != 'extra-7-onecomp-cu124' and extra != 'extra-7-onecomp-cu126' and extra != 'extra-7-onecomp-cu128' and extra != 'extra-7-onecomp-cu130'",
+    "python_full_version < '3.13' and sys_platform == 'darwin' and extra != 'extra-7-onecomp-cpu' and extra != 'extra-7-onecomp-cu118' and extra != 'extra-7-onecomp-cu121' and extra != 'extra-7-onecomp-cu124' and extra != 'extra-7-onecomp-cu126' and extra != 'extra-7-onecomp-cu128' and extra != 'extra-7-onecomp-cu130'",
 ]
 supported-markers = [
     "sys_platform == 'linux'",
+    "sys_platform == 'darwin'",
 ]
 conflicts = [[
     { package = "onecomp", extra = "cpu" },
@@ -58,21 +69,24 @@ name = "accelerate"
 version = "1.13.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "huggingface-hub", marker = "sys_platform == 'linux' or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu118') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu121') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu124') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu126') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-vllm') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-cu121') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-cu124') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-cu126') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-vllm') or (extra == 'extra-7-onecomp-cu121' and extra == 'extra-7-onecomp-cu124') or (extra == 'extra-7-onecomp-cu121' and extra == 'extra-7-onecomp-cu126') or (extra == 'extra-7-onecomp-cu121' and extra == 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cu121' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cu121' and extra == 'extra-7-onecomp-vllm') or (extra == 'extra-7-onecomp-cu124' and extra == 'extra-7-onecomp-cu126') or (extra == 'extra-7-onecomp-cu124' and extra == 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cu124' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cu124' and extra == 'extra-7-onecomp-vllm') or (extra == 'extra-7-onecomp-cu126' and extra == 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cu126' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cu126' and extra == 'extra-7-onecomp-vllm') or (extra == 'extra-7-onecomp-cu128' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cu128' and extra == 'extra-7-onecomp-vllm')" },
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@@ -190,8 +210,8 @@ name = "anyio"
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 version = "0.20.0"
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 dependencies = [
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-    { name = "uvicorn", extra = ["standard"], marker = "(sys_platform == 'linux' and extra != 'extra-7-onecomp-cpu' and extra != 'extra-7-onecomp-cu118' and extra != 'extra-7-onecomp-cu121' and extra != 'extra-7-onecomp-cu124' and extra != 'extra-7-onecomp-cu126' and extra != 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu118') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu121') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu124') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu126') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-vllm') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-cu121') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-cu124') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-cu126') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-vllm') or (extra == 'extra-7-onecomp-cu121' and extra == 'extra-7-onecomp-cu124') or (extra == 'extra-7-onecomp-cu121' and extra == 'extra-7-onecomp-cu126') or (extra == 'extra-7-onecomp-cu121' and extra == 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cu121' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cu121' and extra == 'extra-7-onecomp-vllm') or (extra == 'extra-7-onecomp-cu124' and extra == 'extra-7-onecomp-cu126') or (extra == 'extra-7-onecomp-cu124' and extra == 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cu124' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cu124' and extra == 'extra-7-onecomp-vllm') or (extra == 'extra-7-onecomp-cu126' and extra == 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cu126' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cu126' and extra == 'extra-7-onecomp-vllm') or (extra == 'extra-7-onecomp-cu128' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cu128' and extra == 'extra-7-onecomp-vllm')" },
+    { name = "email-validator", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
+    { name = "fastapi-cli", extra = ["standard"], marker = "(sys_platform == 'darwin' and extra != 'extra-7-onecomp-cpu' and extra != 'extra-7-onecomp-cu118' and extra != 'extra-7-onecomp-cu121' and extra != 'extra-7-onecomp-cu124' and extra != 'extra-7-onecomp-cu126' and extra != 'extra-7-onecomp-cu128') or (sys_platform == 'linux' and extra != 'extra-7-onecomp-cpu' and extra != 'extra-7-onecomp-cu118' and extra != 'extra-7-onecomp-cu121' and extra != 'extra-7-onecomp-cu124' and extra != 'extra-7-onecomp-cu126' and extra != 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu118') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu121') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu124') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu126') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-vllm') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-cu121') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-cu124') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-cu126') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-vllm') or (extra == 'extra-7-onecomp-cu121' and extra == 'extra-7-onecomp-cu124') or (extra == 'extra-7-onecomp-cu121' and extra == 'extra-7-onecomp-cu126') or (extra == 'extra-7-onecomp-cu121' and extra == 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cu121' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cu121' and extra == 'extra-7-onecomp-vllm') or (extra == 'extra-7-onecomp-cu124' and extra == 'extra-7-onecomp-cu126') or (extra == 'extra-7-onecomp-cu124' and extra == 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cu124' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cu124' and extra == 'extra-7-onecomp-vllm') or (extra == 'extra-7-onecomp-cu126' and extra == 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cu126' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cu126' and extra == 'extra-7-onecomp-vllm') or (extra == 'extra-7-onecomp-cu128' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cu128' and extra == 'extra-7-onecomp-vllm')" },
+    { name = "fastar", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
+    { name = "httpx", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
+    { name = "jinja2", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
+    { name = "pydantic-extra-types", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
+    { name = "pydantic-settings", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
+    { name = "python-multipart", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
+    { name = "uvicorn", extra = ["standard"], marker = "(sys_platform == 'darwin' and extra != 'extra-7-onecomp-cpu' and extra != 'extra-7-onecomp-cu118' and extra != 'extra-7-onecomp-cu121' and extra != 'extra-7-onecomp-cu124' and extra != 'extra-7-onecomp-cu126' and extra != 'extra-7-onecomp-cu128') or (sys_platform == 'linux' and extra != 'extra-7-onecomp-cpu' and extra != 'extra-7-onecomp-cu118' and extra != 'extra-7-onecomp-cu121' and extra != 'extra-7-onecomp-cu124' and extra != 'extra-7-onecomp-cu126' and extra != 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu118') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu121') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu124') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu126') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-vllm') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-cu121') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-cu124') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-cu126') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-vllm') or (extra == 'extra-7-onecomp-cu121' and extra == 'extra-7-onecomp-cu124') or (extra == 'extra-7-onecomp-cu121' and extra == 'extra-7-onecomp-cu126') or (extra == 'extra-7-onecomp-cu121' and extra == 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cu121' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cu121' and extra == 'extra-7-onecomp-vllm') or (extra == 'extra-7-onecomp-cu124' and extra == 'extra-7-onecomp-cu126') or (extra == 'extra-7-onecomp-cu124' and extra == 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cu124' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cu124' and extra == 'extra-7-onecomp-vllm') or (extra == 'extra-7-onecomp-cu126' and extra == 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cu126' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cu126' and extra == 'extra-7-onecomp-vllm') or (extra == 'extra-7-onecomp-cu128' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cu128' and extra == 'extra-7-onecomp-vllm')" },
 ]
 
 [[package]]
@@ -915,9 +1009,9 @@ name = "fastapi-cli"
 version = "0.0.24"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "rich-toolkit", marker = "sys_platform == 'linux'" },
-    { name = "typer", marker = "sys_platform == 'linux'" },
-    { name = "uvicorn", extra = ["standard"], marker = "(sys_platform == 'linux' and extra != 'extra-7-onecomp-cpu' and extra != 'extra-7-onecomp-cu118' and extra != 'extra-7-onecomp-cu121' and extra != 'extra-7-onecomp-cu124' and extra != 'extra-7-onecomp-cu126' and extra != 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu118') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu121') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu124') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu126') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-vllm') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-cu121') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-cu124') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-cu126') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-vllm') or (extra == 'extra-7-onecomp-cu121' and extra == 'extra-7-onecomp-cu124') or (extra == 'extra-7-onecomp-cu121' and extra == 'extra-7-onecomp-cu126') or (extra == 'extra-7-onecomp-cu121' and extra == 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cu121' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cu121' and extra == 'extra-7-onecomp-vllm') or (extra == 'extra-7-onecomp-cu124' and extra == 'extra-7-onecomp-cu126') or (extra == 'extra-7-onecomp-cu124' and extra == 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cu124' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cu124' and extra == 'extra-7-onecomp-vllm') or (extra == 'extra-7-onecomp-cu126' and extra == 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cu126' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cu126' and extra == 'extra-7-onecomp-vllm') or (extra == 'extra-7-onecomp-cu128' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cu128' and extra == 'extra-7-onecomp-vllm')" },
+    { name = "rich-toolkit", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
+    { name = "typer", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
+    { name = "uvicorn", extra = ["standard"], marker = "(sys_platform == 'darwin' and extra != 'extra-7-onecomp-cpu' and extra != 'extra-7-onecomp-cu118' and extra != 'extra-7-onecomp-cu121' and extra != 'extra-7-onecomp-cu124' and extra != 'extra-7-onecomp-cu126' and extra != 'extra-7-onecomp-cu128') or (sys_platform == 'linux' and extra != 'extra-7-onecomp-cpu' and extra != 'extra-7-onecomp-cu118' and extra != 'extra-7-onecomp-cu121' and extra != 'extra-7-onecomp-cu124' and extra != 'extra-7-onecomp-cu126' and extra != 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu118') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu121') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu124') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu126') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-vllm') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-cu121') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-cu124') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-cu126') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-vllm') or (extra == 'extra-7-onecomp-cu121' and extra == 'extra-7-onecomp-cu124') or (extra == 'extra-7-onecomp-cu121' and extra == 'extra-7-onecomp-cu126') or (extra == 'extra-7-onecomp-cu121' and extra == 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cu121' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cu121' and extra == 'extra-7-onecomp-vllm') or (extra == 'extra-7-onecomp-cu124' and extra == 'extra-7-onecomp-cu126') or (extra == 'extra-7-onecomp-cu124' and extra == 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cu124' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cu124' and extra == 'extra-7-onecomp-vllm') or (extra == 'extra-7-onecomp-cu126' and extra == 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cu126' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cu126' and extra == 'extra-7-onecomp-vllm') or (extra == 'extra-7-onecomp-cu128' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cu128' and extra == 'extra-7-onecomp-vllm')" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/6e/58/74797ae9e4610cfa0c6b34c8309096d3b20bb29be3b8b5fbf1004d10fa5f/fastapi_cli-0.0.24.tar.gz", hash = "sha256:1afc9c9e21d7ebc8a3ca5e31790cd8d837742be7e4f8b9236e99cb3451f0de00", size = 19043, upload-time = "2026-02-24T10:45:10.476Z" }
 wheels = [
@@ -926,8 +1020,8 @@ wheels = [
 
 [package.optional-dependencies]
 standard = [
-    { name = "fastapi-cloud-cli", marker = "sys_platform == 'linux'" },
-    { name = "uvicorn", extra = ["standard"], marker = "(sys_platform == 'linux' and extra != 'extra-7-onecomp-cpu' and extra != 'extra-7-onecomp-cu118' and extra != 'extra-7-onecomp-cu121' and extra != 'extra-7-onecomp-cu124' and extra != 'extra-7-onecomp-cu126' and extra != 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu118') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu121') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu124') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu126') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-vllm') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-cu121') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-cu124') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-cu126') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-vllm') or (extra == 'extra-7-onecomp-cu121' and extra == 'extra-7-onecomp-cu124') or (extra == 'extra-7-onecomp-cu121' and extra == 'extra-7-onecomp-cu126') or (extra == 'extra-7-onecomp-cu121' and extra == 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cu121' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cu121' and extra == 'extra-7-onecomp-vllm') or (extra == 'extra-7-onecomp-cu124' and extra == 'extra-7-onecomp-cu126') or (extra == 'extra-7-onecomp-cu124' and extra == 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cu124' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cu124' and extra == 'extra-7-onecomp-vllm') or (extra == 'extra-7-onecomp-cu126' and extra == 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cu126' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cu126' and extra == 'extra-7-onecomp-vllm') or (extra == 'extra-7-onecomp-cu128' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cu128' and extra == 'extra-7-onecomp-vllm')" },
+    { name = "fastapi-cloud-cli", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
+    { name = "uvicorn", extra = ["standard"], marker = "(sys_platform == 'darwin' and extra != 'extra-7-onecomp-cpu' and extra != 'extra-7-onecomp-cu118' and extra != 'extra-7-onecomp-cu121' and extra != 'extra-7-onecomp-cu124' and extra != 'extra-7-onecomp-cu126' and extra != 'extra-7-onecomp-cu128') or (sys_platform == 'linux' and extra != 'extra-7-onecomp-cpu' and extra != 'extra-7-onecomp-cu118' and extra != 'extra-7-onecomp-cu121' and extra != 'extra-7-onecomp-cu124' and extra != 'extra-7-onecomp-cu126' and extra != 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu118') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu121') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu124') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu126') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-vllm') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-cu121') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-cu124') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-cu126') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-vllm') or (extra == 'extra-7-onecomp-cu121' and extra == 'extra-7-onecomp-cu124') or (extra == 'extra-7-onecomp-cu121' and extra == 'extra-7-onecomp-cu126') or (extra == 'extra-7-onecomp-cu121' and extra == 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cu121' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cu121' and extra == 'extra-7-onecomp-vllm') or (extra == 'extra-7-onecomp-cu124' and extra == 'extra-7-onecomp-cu126') or (extra == 'extra-7-onecomp-cu124' and extra == 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cu124' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cu124' and extra == 'extra-7-onecomp-vllm') or (extra == 'extra-7-onecomp-cu126' and extra == 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cu126' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cu126' and extra == 'extra-7-onecomp-vllm') or (extra == 'extra-7-onecomp-cu128' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cu128' and extra == 'extra-7-onecomp-vllm')" },
 ]
 
 [[package]]
@@ -935,14 +1029,14 @@ name = "fastapi-cloud-cli"
 version = "0.17.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
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@@ -1817,8 +2045,12 @@ wheels = [
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 [package.optional-dependencies]
+audio = [
+    { name = "soundfile", marker = "sys_platform == 'darwin'" },
+    { name = "soxr", marker = "sys_platform == 'darwin'" },
+]
 image = [
-    { name = "opencv-python-headless", marker = "sys_platform == 'linux'" },
+    { name = "opencv-python-headless", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
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 [[package]]
@@ -1826,18 +2058,18 @@ name = "mkdocs"
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 ]
 
 [package.optional-dependencies]
 cpu = [
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-    { name = "torchvision", version = "0.26.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "sys_platform == 'linux'" },
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+    { name = "torch", version = "2.12.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "(sys_platform == 'darwin' and extra == 'extra-7-onecomp-cpu') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu118') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu121') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu124') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu126') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-vllm') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-cu121') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-cu124') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-cu126') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-vllm') or (extra == 'extra-7-onecomp-cu121' and extra == 'extra-7-onecomp-cu124') or (extra == 'extra-7-onecomp-cu121' and extra == 'extra-7-onecomp-cu126') or (extra == 'extra-7-onecomp-cu121' and extra == 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cu121' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cu121' and extra == 'extra-7-onecomp-vllm') or (extra == 'extra-7-onecomp-cu124' and extra == 'extra-7-onecomp-cu126') or (extra == 'extra-7-onecomp-cu124' and extra == 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cu124' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cu124' and extra == 'extra-7-onecomp-vllm') or (extra == 'extra-7-onecomp-cu126' and extra == 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cu126' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cu126' and extra == 'extra-7-onecomp-vllm') or (extra == 'extra-7-onecomp-cu128' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cu128' and extra == 'extra-7-onecomp-vllm')" },
+    { name = "torchvision", version = "0.26.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "(sys_platform == 'linux' and extra == 'extra-7-onecomp-cpu') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu118') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu121') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu124') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu126') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-vllm') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-cu121') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-cu124') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-cu126') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-vllm') or (extra == 'extra-7-onecomp-cu121' and extra == 'extra-7-onecomp-cu124') or (extra == 'extra-7-onecomp-cu121' and extra == 'extra-7-onecomp-cu126') or (extra == 'extra-7-onecomp-cu121' and extra == 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cu121' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cu121' and extra == 'extra-7-onecomp-vllm') or (extra == 'extra-7-onecomp-cu124' and extra == 'extra-7-onecomp-cu126') or (extra == 'extra-7-onecomp-cu124' and extra == 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cu124' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cu124' and extra == 'extra-7-onecomp-vllm') or (extra == 'extra-7-onecomp-cu126' and extra == 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cu126' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cu126' and extra == 'extra-7-onecomp-vllm') or (extra == 'extra-7-onecomp-cu128' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cu128' and extra == 'extra-7-onecomp-vllm')" },
+    { name = "torchvision", version = "0.27.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "(sys_platform == 'darwin' and extra == 'extra-7-onecomp-cpu') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu118') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu121') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu124') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu126') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cpu' and extra == 'extra-7-onecomp-vllm') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-cu121') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-cu124') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-cu126') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cu118' and extra == 'extra-7-onecomp-vllm') or (extra == 'extra-7-onecomp-cu121' and extra == 'extra-7-onecomp-cu124') or (extra == 'extra-7-onecomp-cu121' and extra == 'extra-7-onecomp-cu126') or (extra == 'extra-7-onecomp-cu121' and extra == 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cu121' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cu121' and extra == 'extra-7-onecomp-vllm') or (extra == 'extra-7-onecomp-cu124' and extra == 'extra-7-onecomp-cu126') or (extra == 'extra-7-onecomp-cu124' and extra == 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cu124' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cu124' and extra == 'extra-7-onecomp-vllm') or (extra == 'extra-7-onecomp-cu126' and extra == 'extra-7-onecomp-cu128') or (extra == 'extra-7-onecomp-cu126' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cu126' and extra == 'extra-7-onecomp-vllm') or (extra == 'extra-7-onecomp-cu128' and extra == 'extra-7-onecomp-cu130') or (extra == 'extra-7-onecomp-cu128' and extra == 'extra-7-onecomp-vllm')" },
 ]
 cu118 = [
     { name = "torch", version = "2.7.1+cu118", source = { registry = "https://download.pytorch.org/whl/cu118" }, marker = "sys_platform == 'linux'" },
@@ -3228,25 +3644,26 @@ cu130 = [
     { name = "torchvision", version = "0.26.0+cu130", source = { registry = "https://download.pytorch.org/whl/cu130" }, marker = "sys_platform == 'linux'" },
 ]
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@@ -4810,6 +5491,43 @@ wheels = [
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 ]
 
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@@ -4954,7 +5675,7 @@ dependencies = [
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@@ -4968,6 +5689,28 @@ wheels = [
     { url = "https://download-r2.pytorch.org/whl/cu130/torch-2.11.0%2Bcu130-cp313-cp313t-manylinux_2_28_x86_64.whl", hash = "sha256:6fd10ed484eb695312ae829719888bb9f6c7f5e8503528e3e8ad1b98a45296c2", upload-time = "2026-04-27T20:08:56Z" },
 ]
 
+[[package]]
+name = "torch"
+version = "2.12.0"
+source = { registry = "https://download.pytorch.org/whl/cpu" }
+resolution-markers = [
+    "sys_platform == 'darwin'",
+]
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+
 [[package]]
 name = "vllm"
 version = "0.20.0"
 source = { registry = "https://pypi.org/simple" }
+resolution-markers = [
+    "python_full_version >= '3.13' and sys_platform == 'linux'",
+    "python_full_version < '3.13' and sys_platform == 'linux'",
+]
 dependencies = [
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     { name = "anthropic", marker = "sys_platform == 'linux'" },
@@ -5365,8 +6265,8 @@ dependencies = [
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-    { name = "depyf", marker = "sys_platform == 'linux'" },
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+    { name = "depyf", version = "0.20.0", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform == 'linux'" },
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@@ -5377,14 +6277,14 @@ dependencies = [
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