diff --git a/pyproject.toml b/pyproject.toml index e85f8c2..06c015f 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -16,11 +16,11 @@ dependencies = [ "distro>=1.7.0, <2", "sniffio", "numpy", - "torch", "transformers", "rich>=13.0.0", "click>=8.0.0", ] + requires-python = ">= 3.11" classifiers = [ "Typing :: Typed", @@ -49,6 +49,7 @@ Documentation = "https://tinker-docs.thinkingmachines.ai/" [project.optional-dependencies] aiohttp = ["aiohttp", "httpx_aiohttp>=0.1.8"] +torch = ["torch"] [tool.uv] managed = true diff --git a/src/tinker/lib/public_interfaces/training_client.py b/src/tinker/lib/public_interfaces/training_client.py index a4c8681..d854dfa 100644 --- a/src/tinker/lib/public_interfaces/training_client.py +++ b/src/tinker/lib/public_interfaces/training_client.py @@ -26,7 +26,16 @@ from ..retry_handler import RetryConfig from ..sync_only import sync_only from .sampling_client import SamplingClient, _load_tokenizer_from_model_info +try: + import torch # type: ignore[import-not-found] + + _HAVE_TORCH = True +except ImportError: + _HAVE_TORCH = False + + if TYPE_CHECKING: + import torch from transformers.tokenization_utils import PreTrainedTokenizer from ..internal_client_holder import InternalClientHolder @@ -363,12 +372,13 @@ class TrainingClient(TelemetryProvider, QueueStateObserver): self, data: List[types.Datum], loss_fn: CustomLossFnV1 ) -> APIFuture[types.ForwardBackwardOutput]: """Async version of forward_backward_custom.""" - import torch + if not _HAVE_TORCH: + raise ImportError("PyTorch is not installed. Cannot run custom forward_backward.") # First do a forward pass and get logprobs forward_future = await self.forward_async(data, "cross_entropy") forward_result = await forward_future.result_async() - logprobs_list: List[torch.Tensor] = [] + logprobs_list: List["torch.Tensor"] = [] for out in forward_result.loss_fn_outputs: logprob = torch.tensor(out["logprobs"].data).clone().detach().requires_grad_(True) logprobs_list.append(logprob) diff --git a/src/tinker/types/tensor_data.py b/src/tinker/types/tensor_data.py index ebb2168..eab161b 100644 --- a/src/tinker/types/tensor_data.py +++ b/src/tinker/types/tensor_data.py @@ -86,7 +86,6 @@ def _convert_tensor_dtype_to_torch(dtype: TensorDtype) -> "torch.dtype": """Convert TensorDtype to torch dtype.""" if not _HAVE_TORCH: raise ImportError("PyTorch is not installed. 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