```CODE: # Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="ByteDance-Seed/Stable-DiffCoder-8B-Instruct", trust_remote_code=True) messages = [ {"role": "user", "content": "Who are you?"}, ] pipe(messages) ``` ERROR: Traceback (most recent call last): File "/tmp/.cache/uv/environments-v2/d1df88e7f5c3f72a/lib/python3.13/site-packages/httpx/_transports/default.py", line 101, in map_httpcore_exceptions yield File "/tmp/.cache/uv/environments-v2/d1df88e7f5c3f72a/lib/python3.13/site-packages/httpx/_transports/default.py", line 250, in handle_request resp = self._pool.handle_request(req) File "/tmp/.cache/uv/environments-v2/d1df88e7f5c3f72a/lib/python3.13/site-packages/httpcore/_sync/connection_pool.py", line 256, in handle_request raise exc from None File "/tmp/.cache/uv/environments-v2/d1df88e7f5c3f72a/lib/python3.13/site-packages/httpcore/_sync/connection_pool.py", line 236, in handle_request response = connection.handle_request( pool_request.request ) File "/tmp/.cache/uv/environments-v2/d1df88e7f5c3f72a/lib/python3.13/site-packages/httpcore/_sync/connection.py", line 103, in handle_request return self._connection.handle_request(request) ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^ File "/tmp/.cache/uv/environments-v2/d1df88e7f5c3f72a/lib/python3.13/site-packages/httpcore/_sync/http11.py", line 136, in handle_request raise exc File "/tmp/.cache/uv/environments-v2/d1df88e7f5c3f72a/lib/python3.13/site-packages/httpcore/_sync/http11.py", line 106, in handle_request ) = self._receive_response_headers(**kwargs) ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^ File "/tmp/.cache/uv/environments-v2/d1df88e7f5c3f72a/lib/python3.13/site-packages/httpcore/_sync/http11.py", line 177, in _receive_response_headers event = self._receive_event(timeout=timeout) File "/tmp/.cache/uv/environments-v2/d1df88e7f5c3f72a/lib/python3.13/site-packages/httpcore/_sync/http11.py", line 217, in _receive_event data = self._network_stream.read( self.READ_NUM_BYTES, timeout=timeout ) File "/tmp/.cache/uv/environments-v2/d1df88e7f5c3f72a/lib/python3.13/site-packages/httpcore/_backends/sync.py", line 126, in read with map_exceptions(exc_map): ~~~~~~~~~~~~~~^^^^^^^^^ File "/usr/lib/python3.13/contextlib.py", line 162, in __exit__ self.gen.throw(value) ~~~~~~~~~~~~~~^^^^^^^ File "/tmp/.cache/uv/environments-v2/d1df88e7f5c3f72a/lib/python3.13/site-packages/httpcore/_exceptions.py", line 14, in map_exceptions raise to_exc(exc) from exc httpcore.ReadTimeout: The read operation timed out The above exception was the direct cause of the following exception: Traceback (most recent call last): File "/tmp/ByteDance-Seed_Stable-DiffCoder-8B-Instruct_0n4qxnm.py", line 26, in pipe = pipeline("text-generation", model="ByteDance-Seed/Stable-DiffCoder-8B-Instruct", trust_remote_code=True) File "/tmp/.cache/uv/environments-v2/d1df88e7f5c3f72a/lib/python3.13/site-packages/transformers/pipelines/__init__.py", line 836, in pipeline model = load_model( adapter_path if adapter_path is not None else model, ...<4 lines>... **model_kwargs, ) File "/tmp/.cache/uv/environments-v2/d1df88e7f5c3f72a/lib/python3.13/site-packages/transformers/pipelines/base.py", line 232, in load_model model = model_class.from_pretrained(model, **kwargs) File "/tmp/.cache/uv/environments-v2/d1df88e7f5c3f72a/lib/python3.13/site-packages/transformers/models/auto/auto_factory.py", line 365, in from_pretrained return model_class.from_pretrained( ~~~~~~~~~~~~~~~~~~~~~~~~~~~^ pretrained_model_name_or_path, *model_args, config=config, **hub_kwargs, **kwargs ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ ) ^ File "/tmp/.cache/uv/environments-v2/d1df88e7f5c3f72a/lib/python3.13/site-packages/transformers/modeling_utils.py", line 4038, in from_pretrained checkpoint_files, sharded_metadata = _get_resolved_checkpoint_files( ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~^ pretrained_model_name_or_path=pretrained_model_name_or_path, ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ ...<6 lines>... transformers_explicit_filename=getattr(config, "transformers_weights", None), ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ ) ^ File "/tmp/.cache/uv/environments-v2/d1df88e7f5c3f72a/lib/python3.13/site-packages/transformers/modeling_utils.py", line 760, in _get_resolved_checkpoint_files checkpoint_files, sharded_metadata = get_checkpoint_shard_files( ~~~~~~~~~~~~~~~~~~~~~~~~~~^ pretrained_model_name_or_path, ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ ...<9 lines>... _commit_hash=commit_hash, ^^^^^^^^^^^^^^^^^^^^^^^^^ ) ^ File "/tmp/.cache/uv/environments-v2/d1df88e7f5c3f72a/lib/python3.13/site-packages/transformers/utils/hub.py", line 869, in get_checkpoint_shard_files cached_filenames = cached_files( pretrained_model_name_or_path, ...<9 lines>... _commit_hash=_commit_hash, ) File "/tmp/.cache/uv/environments-v2/d1df88e7f5c3f72a/lib/python3.13/site-packages/transformers/utils/hub.py", line 507, in cached_files raise e File "/tmp/.cache/uv/environments-v2/d1df88e7f5c3f72a/lib/python3.13/site-packages/transformers/utils/hub.py", line 433, in cached_files snapshot_download( ~~~~~~~~~~~~~~~~~^ path_or_repo_id, ^^^^^^^^^^^^^^^^ ...<8 lines>... local_files_only=local_files_only, ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ ) ^ File "/tmp/.cache/uv/environments-v2/d1df88e7f5c3f72a/lib/python3.13/site-packages/huggingface_hub/utils/_validators.py", line 89, in _inner_fn return fn(*args, **kwargs) File "/tmp/.cache/uv/environments-v2/d1df88e7f5c3f72a/lib/python3.13/site-packages/huggingface_hub/_snapshot_download.py", line 449, in snapshot_download thread_map( ~~~~~~~~~~^ _inner_hf_hub_download, ^^^^^^^^^^^^^^^^^^^^^^^ ...<3 lines>... tqdm_class=tqdm_class, ^^^^^^^^^^^^^^^^^^^^^^ ) ^ File "/tmp/.cache/uv/environments-v2/d1df88e7f5c3f72a/lib/python3.13/site-packages/tqdm/contrib/concurrent.py", line 69, in thread_map return _executor_map(ThreadPoolExecutor, fn, *iterables, **tqdm_kwargs) File "/tmp/.cache/uv/environments-v2/d1df88e7f5c3f72a/lib/python3.13/site-packages/tqdm/contrib/concurrent.py", line 51, in _executor_map return list(tqdm_class(ex.map(fn, *iterables, chunksize=chunksize), **kwargs)) File "/tmp/.cache/uv/environments-v2/d1df88e7f5c3f72a/lib/python3.13/site-packages/tqdm/std.py", line 1181, in __iter__ for obj in iterable: ^^^^^^^^ File "/usr/lib/python3.13/concurrent/futures/_base.py", line 619, in result_iterator yield _result_or_cancel(fs.pop()) ~~~~~~~~~~~~~~~~~^^^^^^^^^^ File "/usr/lib/python3.13/concurrent/futures/_base.py", line 317, in _result_or_cancel return fut.result(timeout) ~~~~~~~~~~^^^^^^^^^ File "/usr/lib/python3.13/concurrent/futures/_base.py", line 456, in result return self.__get_result() ~~~~~~~~~~~~~~~~~^^ File "/usr/lib/python3.13/concurrent/futures/_base.py", line 401, in __get_result raise self._exception File "/usr/lib/python3.13/concurrent/futures/thread.py", line 59, in run result = self.fn(*self.args, **self.kwargs) File "/tmp/.cache/uv/environments-v2/d1df88e7f5c3f72a/lib/python3.13/site-packages/huggingface_hub/_snapshot_download.py", line 429, in _inner_hf_hub_download hf_hub_download( # type: ignore ~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^ repo_id, ^^^^^^^^ ...<14 lines>... dry_run=dry_run, ^^^^^^^^^^^^^^^^ ) ^ File "/tmp/.cache/uv/environments-v2/d1df88e7f5c3f72a/lib/python3.13/site-packages/huggingface_hub/utils/_validators.py", line 89, in _inner_fn return fn(*args, **kwargs) File "/tmp/.cache/uv/environments-v2/d1df88e7f5c3f72a/lib/python3.13/site-packages/huggingface_hub/file_download.py", line 1024, in hf_hub_download return _hf_hub_download_to_cache_dir( # Destination ...<15 lines>... dry_run=dry_run, ) File "/tmp/.cache/uv/environments-v2/d1df88e7f5c3f72a/lib/python3.13/site-packages/huggingface_hub/file_download.py", line 1240, in _hf_hub_download_to_cache_dir _download_to_tmp_and_move( ~~~~~~~~~~~~~~~~~~~~~~~~~^ incomplete_path=Path(blob_path + ".incomplete"), ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ ...<8 lines>... tqdm_class=tqdm_class, ^^^^^^^^^^^^^^^^^^^^^^ ) ^ File "/tmp/.cache/uv/environments-v2/d1df88e7f5c3f72a/lib/python3.13/site-packages/huggingface_hub/file_download.py", line 1864, in _download_to_tmp_and_move xet_get( ~~~~~~~^ incomplete_path=incomplete_path, ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ ...<4 lines>... tqdm_class=tqdm_class, ^^^^^^^^^^^^^^^^^^^^^^ ) ^ File "/tmp/.cache/uv/environments-v2/d1df88e7f5c3f72a/lib/python3.13/site-packages/huggingface_hub/file_download.py", line 552, in xet_get connection_info = refresh_xet_connection_info(file_data=xet_file_data, headers=headers) File "/tmp/.cache/uv/environments-v2/d1df88e7f5c3f72a/lib/python3.13/site-packages/huggingface_hub/utils/_validators.py", line 89, in _inner_fn return fn(*args, **kwargs) File "/tmp/.cache/uv/environments-v2/d1df88e7f5c3f72a/lib/python3.13/site-packages/huggingface_hub/utils/_xet.py", line 122, in refresh_xet_connection_info return _fetch_xet_connection_info_with_url(file_data.refresh_route, headers) File "/tmp/.cache/uv/environments-v2/d1df88e7f5c3f72a/lib/python3.13/site-packages/huggingface_hub/utils/_validators.py", line 89, in _inner_fn return fn(*args, **kwargs) File "/tmp/.cache/uv/environments-v2/d1df88e7f5c3f72a/lib/python3.13/site-packages/huggingface_hub/utils/_xet.py", line 203, in _fetch_xet_connection_info_with_url resp = get_session().get(headers=headers, url=url, params=params) File "/tmp/.cache/uv/environments-v2/d1df88e7f5c3f72a/lib/python3.13/site-packages/httpx/_client.py", line 1053, in get return self.request( ~~~~~~~~~~~~^ "GET", ^^^^^^ ...<7 lines>... extensions=extensions, ^^^^^^^^^^^^^^^^^^^^^^ ) ^ File "/tmp/.cache/uv/environments-v2/d1df88e7f5c3f72a/lib/python3.13/site-packages/httpx/_client.py", line 825, in request return self.send(request, auth=auth, follow_redirects=follow_redirects) ~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/tmp/.cache/uv/environments-v2/d1df88e7f5c3f72a/lib/python3.13/site-packages/httpx/_client.py", line 914, in send response = self._send_handling_auth( request, ...<2 lines>... history=[], ) File "/tmp/.cache/uv/environments-v2/d1df88e7f5c3f72a/lib/python3.13/site-packages/httpx/_client.py", line 942, in _send_handling_auth response = self._send_handling_redirects( request, follow_redirects=follow_redirects, history=history, ) File "/tmp/.cache/uv/environments-v2/d1df88e7f5c3f72a/lib/python3.13/site-packages/httpx/_client.py", line 979, in _send_handling_redirects response = self._send_single_request(request) File "/tmp/.cache/uv/environments-v2/d1df88e7f5c3f72a/lib/python3.13/site-packages/httpx/_client.py", line 1014, in _send_single_request response = transport.handle_request(request) File "/tmp/.cache/uv/environments-v2/d1df88e7f5c3f72a/lib/python3.13/site-packages/httpx/_transports/default.py", line 249, in handle_request with map_httpcore_exceptions(): ~~~~~~~~~~~~~~~~~~~~~~~^^ File "/usr/lib/python3.13/contextlib.py", line 162, in __exit__ self.gen.throw(value) ~~~~~~~~~~~~~~^^^^^^^ File "/tmp/.cache/uv/environments-v2/d1df88e7f5c3f72a/lib/python3.13/site-packages/httpx/_transports/default.py", line 118, in map_httpcore_exceptions raise mapped_exc(message) from exc httpx.ReadTimeout: The read operation timed out