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Here is a small write-up I've build and use it:
(.venv) root@node2:~# huggingface-cli download meta-llama/Meta-Llama-3.1-405B-Instruct-FP8 --local-dir /data/test-llama31-405b-fp8 --token $HF_TOKEN
Fetching 242 files: 0%| | 0/242 [00:00<?, ?it/s]Downloading 'model-00004-of-00109.safetensors' to '/data/test-llama31-405b-fp8/.cache/huggingface/download/model-00004-of-00109.safetensors.376536d7284c6a79a65ee8e3fb3ee3fdf1a13040f72ac31ca7d2e4b13e7d52a3.incomplete'
Downloading 'model-00007-of-00109.safetensors' to '/data/test-llama31-405b-fp8/.cache/huggingface/download/model-00007-of-00109.safetensors.1fcdeb3bc4556d7da5bdf242919dc50df950563d8191d3be518fb001ab3e6331.incomplete'
Downloading 'model-00006-of-00109.safetensors' to '/data/test-llama31-405b-fp8/.cache/huggingface/download/model-00006-of-00109.safetensors.877173ef17665d02a697423e2b5c1e0fd8b3f50a8ba5c09b413896027c487789.incomplete'
Downloading 'model-00001-of-00109.safetensors' to '/data/test-llama31-405b-fp8/.cache/huggingface/download/model-00001-of-00109.safetensors.27d6760e00f3b8fcf6ab7824a2de50f07f59cc08b03d263b6c0d562daf8622bf.incomplete'
Downloading 'model-00003-of-00109.safetensors' to '/data/test-llama31-405b-fp8/.cache/huggingface/download/model-00003-of-00109.safetensors.26bb5d1cd5b224dee88f442b1a6acdf196a5d647d5af6834c62aa6a2a01bdd05.incomplete'
Downloading 'model-00005-of-00109.safetensors' to '/data/test-llama31-405b-fp8/.cache/huggingface/download/model-00005-of-00109.safetensors.fba70c82a800da30df1f08a2fd80829679d290dac140a8203c9a4c8076eab931.incomplete'
Downloading 'model-00002-of-00109.safetensors' to '/data/test-llama31-405b-fp8/.cache/huggingface/download/model-00002-of-00109.safetensors.efef014770d588f4206f2da94ac251db8958f6a8ce1e38762d28c044bb015198.incomplete'
Downloading 'model-00008-of-00109.safetensors' to '/data/test-llama31-405b-fp8/.cache/huggingface/download/model-00008-of-00109.safetensors.410058afd38e1cdbca5a1a9cdae4e25f6d006763c3b224b6101611049458e109.incomplete'
Fetching 242 files: 2%|██ | 6/242 [00:01<01:09, 3.41it/s]
Downloading 'model-00009-of-00109.safetensors' to '/data/test-llama31-405b-fp8/.cache/huggingface/download/model-00009-of-00109.safetensors.c41de3c512d78c8de6266adffa0db49850ee4692a6d74c2084f6519c450abdd6.incomplete'
Downloading 'model-00010-of-00109.safetensors' to '/data/test-llama31-405b-fp8/.cache/huggingface/download/model-00010-of-00109.safetensors.f919b1ef9202fe7b15871fc3f18610d3f799f8bbdd7b4bbfddc3ce7dc652fd21.incomplete'
Downloading 'model-00011-of-00109.safetensors' to '/data/test-llama31-405b-fp8/.cache/huggingface/download/model-00011-of-00109.safetensors.b235950238fed5a7260863c9f38efeea90d919467156b9d80d1301429b2c82f3.incomplete'
Traceback (most recent call last):
File "/root/.venv/lib/python3.10/site-packages/huggingface_hub/utils/_errors.py", line 304, in hf_raise_for_status
response.raise_for_status()
File "/root/.venv/lib/python3.10/site-packages/requests/models.py", line 1024, in raise_for_status
raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 500 Server Error: Internal Server Error for url: http://172.16.50.10:8090/repos/c6/4c/c64c854f39008d2148640af0dd443a6a3334f993ea71b7a970e2ac0dbdb25591/27d6760e00f3b8fcf6ab7824a2de50f07f59cc08b03d263b6c0d562daf8622bf?response-content-disposition=inline%3B+filename*%3DUTF-8%27%27model-00001-of-00109.safetensors%3B+filename%3D%22model-00001-of-00109.safetensors%22%3B&Expires=1723210405&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTcyMzIxMDQwNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2RuLWxmcy11cy0xLmh1Z2dpbmdmYWNlLmNvL3JlcG9zL2M2LzRjL2M2NGM4NTRmMzkwMDhkMjE0ODY0MGFmMGRkNDQzYTZhMzMzNGY5OTNlYTcxYjdhOTcwZTJhYzBkYmRiMjU1OTEvMjdkNjc2MGUwMGYzYjhmY2Y2YWI3ODI0YTJkZTUwZjA3ZjU5Y2MwOGIwM2QyNjNiNmMwZDU2MmRhZjg2MjJiZj9yZXNwb25zZS1jb250ZW50LWRpc3Bvc2l0aW9uPSoifV19&Signature=fr9up4qmn0-~hwfDOHbqsKbRUKmaY~arE~9CHFuq5soQPLXTV4cwysE2REWplGAadJZCJxlDWUxM6ira3HjnkFt4hqtzSG2Sb3nDJOQ-8lRLD7T2XUIgLtGiwn-zcIaXOOerHg9~rI8R~Q7QpGX078lpTpml0-chIzB8FrHmmMAfVCvnDsGIsT2FYV-hqR2m-YWIlAty7a-WlBykkDpkaQNu3iz-VYztzJviTVQo4IDRd~6P6euGLW5iyTEzQsi1-gYEm6dBfyrazhvHqEzLr56Tm0Y43AewnhYoWC5a~onjcAy502CdYKUcDDCzSjlsaMZ7baHLNu7YOdPwPYCuXA__&Key-Pair-Id=K24J24Z295AEI9
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/root/.venv/bin/huggingface-cli", line 8, in <module>
sys.exit(main())
File "/root/.venv/lib/python3.10/site-packages/huggingface_hub/commands/huggingface_cli.py", line 52, in main
service.run()
File "/root/.venv/lib/python3.10/site-packages/huggingface_hub/commands/download.py", line 146, in run
print(self._download()) # Print path to downloaded files
File "/root/.venv/lib/python3.10/site-packages/huggingface_hub/commands/download.py", line 180, in _download
return snapshot_download(
File "/root/.venv/lib/python3.10/site-packages/huggingface_hub/utils/_validators.py", line 114, in _inner_fn
return fn(*args, **kwargs)
File "/root/.venv/lib/python3.10/site-packages/huggingface_hub/_snapshot_download.py", line 299, in snapshot_download
thread_map(
File "/root/.venv/lib/python3.10/site-packages/tqdm/contrib/concurrent.py", line 69, in thread_map
return _executor_map(ThreadPoolExecutor, fn, *iterables, **tqdm_kwargs)
File "/root/.venv/lib/python3.10/site-packages/tqdm/contrib/concurrent.py", line 51, in _executor_map
return list(tqdm_class(ex.map(fn, *iterables, chunksize=chunksize), **kwargs))
File "/root/.venv/lib/python3.10/site-packages/tqdm/std.py", line 1181, in __iter__
for obj in iterable:
File "/usr/lib/python3.10/concurrent/futures/_base.py", line 621, in result_iterator
yield _result_or_cancel(fs.pop())
File "/usr/lib/python3.10/concurrent/futures/_base.py", line 319, in _result_or_cancel
return fut.result(timeout)
File "/usr/lib/python3.10/concurrent/futures/_base.py", line 458, in result
return self.__get_result()
File "/usr/lib/python3.10/concurrent/futures/_base.py", line 403, in __get_result
raise self._exception
File "/usr/lib/python3.10/concurrent/futures/thread.py", line 58, in run
result = self.fn(*self.args, **self.kwargs)
File "/root/.venv/lib/python3.10/site-packages/huggingface_hub/_snapshot_download.py", line 273, in _inner_hf_hub_download
return hf_hub_download(
File "/root/.venv/lib/python3.10/site-packages/huggingface_hub/utils/_deprecation.py", line 101, in inner_f
return f(*args, **kwargs)
File "/root/.venv/lib/python3.10/site-packages/huggingface_hub/utils/_validators.py", line 114, in _inner_fn
return fn(*args, **kwargs)
File "/root/.venv/lib/python3.10/site-packages/huggingface_hub/file_download.py", line 1220, in hf_hub_download
return _hf_hub_download_to_local_dir(
File "/root/.venv/lib/python3.10/site-packages/huggingface_hub/file_download.py", line 1515, in _hf_hub_download_to_local_dir
_download_to_tmp_and_move(
File "/root/.venv/lib/python3.10/site-packages/huggingface_hub/file_download.py", line 1915, in _download_to_tmp_and_move
http_get(
File "/root/.venv/lib/python3.10/site-packages/huggingface_hub/file_download.py", line 463, in http_get
r = _request_wrapper(
File "/root/.venv/lib/python3.10/site-packages/huggingface_hub/file_download.py", line 400, in _request_wrapper
hf_raise_for_status(response)
File "/root/.venv/lib/python3.10/site-packages/huggingface_hub/utils/_errors.py", line 371, in hf_raise_for_status
raise HfHubHTTPError(str(e), response=response) from e
huggingface_hub.utils._errors.HfHubHTTPError: 500 Server Error: Internal Server Error for url: http://172.16.50.10:8090/repos/c6/4c/c64c854f39008d2148640af0dd443a6a3334f993ea71b7a970e2ac0dbdb25591/27d6760e00f3b8fcf6ab7824a2de50f07f59cc08b03d263b6c0d562daf8622bf?response-content-disposition=inline%3B+filename*%3DUTF-8%27%27model-00001-of-00109.safetensors%3B+filename%3D%22model-00001-of-00109.safetensors%22%3B&Expires=1723210405&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTcyMzIxMDQwNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2RuLWxmcy11cy0xLmh1Z2dpbmdmYWNlLmNvL3JlcG9zL2M2LzRjL2M2NGM4NTRmMzkwMDhkMjE0ODY0MGFmMGRkNDQzYTZhMzMzNGY5OTNlYTcxYjdhOTcwZTJhYzBkYmRiMjU1OTEvMjdkNjc2MGUwMGYzYjhmY2Y2YWI3ODI0YTJkZTUwZjA3ZjU5Y2MwOGIwM2QyNjNiNmMwZDU2MmRhZjg2MjJiZj9yZXNwb25zZS1jb250ZW50LWRpc3Bvc2l0aW9uPSoifV19&Signature=fr9up4qmn0-~hwfDOHbqsKbRUKmaY~arE~9CHFuq5soQPLXTV4cwysE2REWplGAadJZCJxlDWUxM6ira3HjnkFt4hqtzSG2Sb3nDJOQ-8lRLD7T2XUIgLtGiwn-zcIaXOOerHg9~rI8R~Q7QpGX078lpTpml0-chIzB8FrHmmMAfVCvnDsGIsT2FYV-hqR2m-YWIlAty7a-WlBykkDpkaQNu3iz-VYztzJviTVQo4IDRd~6P6euGLW5iyTEzQsi1-gYEm6dBfyrazhvHqEzLr56Tm0Y43AewnhYoWC5a~onjcAy502CdYKUcDDCzSjlsaMZ7baHLNu7YOdPwPYCuXA__&Key-Pair-Id=K24J24Z295AEI9
(.venv) root@node2:~#
root@node1:~# curl -I http://localhost:8090/repos/c6/4c/c64c854f39008d2148640af0dd443a6a3334f993ea71b7a970e2ac0dbdb25591/model-00005-of-00109.safetensors
HTTP/1.1 500 Internal Server Error
date: Tue, 06 Aug 2024 14:39:15 GMT
server: uvicorn
content-length: 21
content-type: text/plain; charset=utf-8
root@node1:~# Aug 06 14:39:16 node1 python[2932916]: 2024-08-06 14:39:16 | INFO | httpx | HTTP Request: HEAD https://cdn-lfs.huggingface.co/repos/c6/4c/c64c854f39008d2148640af0dd443a6a3334f993ea71b7a970e2ac0dbdb25591/model-00005-of-00109.safetensors "HTTP/1.1 403 Forbidden"
Aug 06 14:39:16 node1 python[2932916]: 2024-08-06 14:39:16 | INFO | stdout | INFO: 127.0.0.1:37654 - "HEAD /repos/c6/4c/c64c854f39008d2148640af0dd443a6a3334f993ea71b7a970e2ac0dbdb25591/model-00005-of-00109.safetensors HTTP/1.1" 500 Internal Server Error
Aug 06 14:39:16 node1 python[2932916]: 2024-08-06 14:39:16 | ERROR | stderr | ERROR: Exception in ASGI application
Aug 06 14:39:16 node1 python[2932916]: 2024-08-06 14:39:16 | ERROR | stderr | Traceback (most recent call last):
Aug 06 14:39:16 node1 python[2932916]: 2024-08-06 14:39:16 | ERROR | stderr | File "/data/olah/.venv/lib/python3.10/site-packages/uvicorn/protocols/http/httptools_impl.py", line 399, in run_asgi
Aug 06 14:39:16 node1 python[2932916]: 2024-08-06 14:39:16 | ERROR | stderr | result = await app( # type: ignore[func-returns-value]
Aug 06 14:39:16 node1 python[2932916]: 2024-08-06 14:39:16 | ERROR | stderr | File "/data/olah/.venv/lib/python3.10/site-packages/uvicorn/middleware/proxy_headers.py", line 70, in __call__
Aug 06 14:39:16 node1 python[2932916]: 2024-08-06 14:39:16 | ERROR | stderr | return await self.app(scope, receive, send)
Aug 06 14:39:16 node1 python[2932916]: 2024-08-06 14:39:16 | ERROR | stderr | File "/data/olah/.venv/lib/python3.10/site-packages/fastapi/applications.py", line 1054, in __call__
Aug 06 14:39:16 node1 python[2932916]: 2024-08-06 14:39:16 | ERROR | stderr | await super().__call__(scope, receive, send)
Aug 06 14:39:16 node1 python[2932916]: 2024-08-06 14:39:16 | ERROR | stderr | File "/data/olah/.venv/lib/python3.10/site-packages/starlette/applications.py", line 123, in __call__
Aug 06 14:39:16 node1 python[2932916]: 2024-08-06 14:39:16 | ERROR | stderr | await self.middleware_stack(scope, receive, send)
Aug 06 14:39:16 node1 python[2932916]: 2024-08-06 14:39:16 | ERROR | stderr | File "/data/olah/.venv/lib/python3.10/site-packages/starlette/middleware/errors.py", line 186, in __call__
Aug 06 14:39:16 node1 python[2932916]: 2024-08-06 14:39:16 | ERROR | stderr | raise exc
Aug 06 14:39:16 node1 python[2932916]: 2024-08-06 14:39:16 | ERROR | stderr | File "/data/olah/.venv/lib/python3.10/site-packages/starlette/middleware/errors.py", line 164, in __call__
Aug 06 14:39:16 node1 python[2932916]: 2024-08-06 14:39:16 | ERROR | stderr | await self.app(scope, receive, _send)
Aug 06 14:39:16 node1 python[2932916]: 2024-08-06 14:39:16 | ERROR | stderr | File "/data/olah/.venv/lib/python3.10/site-packages/starlette/middleware/exceptions.py", line 65, in __call__
Aug 06 14:39:16 node1 python[2932916]: 2024-08-06 14:39:16 | ERROR | stderr | await wrap_app_handling_exceptions(self.app, conn)(scope, receive, send)
Aug 06 14:39:16 node1 python[2932916]: 2024-08-06 14:39:16 | ERROR | stderr | File "/data/olah/.venv/lib/python3.10/site-packages/starlette/_exception_handler.py", line 64, in wrapped_app
Aug 06 14:39:16 node1 python[2932916]: 2024-08-06 14:39:16 | ERROR | stderr | raise exc
Aug 06 14:39:16 node1 python[2932916]: 2024-08-06 14:39:16 | ERROR | stderr | File "/data/olah/.venv/lib/python3.10/site-packages/starlette/_exception_handler.py", line 53, in wrapped_app
Aug 06 14:39:16 node1 python[2932916]: 2024-08-06 14:39:16 | ERROR | stderr | await app(scope, receive, sender)
Aug 06 14:39:16 node1 python[2932916]: 2024-08-06 14:39:16 | ERROR | stderr | File "/data/olah/.venv/lib/python3.10/site-packages/starlette/routing.py", line 756, in __call__
Aug 06 14:39:16 node1 python[2932916]: 2024-08-06 14:39:16 | ERROR | stderr | await self.middleware_stack(scope, receive, send)
Aug 06 14:39:16 node1 python[2932916]: 2024-08-06 14:39:16 | ERROR | stderr | File "/data/olah/.venv/lib/python3.10/site-packages/starlette/routing.py", line 776, in app
Aug 06 14:39:16 node1 python[2932916]: 2024-08-06 14:39:16 | ERROR | stderr | await route.handle(scope, receive, send)
Aug 06 14:39:16 node1 python[2932916]: 2024-08-06 14:39:16 | ERROR | stderr | File "/data/olah/.venv/lib/python3.10/site-packages/starlette/routing.py", line 297, in handle
Aug 06 14:39:16 node1 python[2932916]: 2024-08-06 14:39:16 | ERROR | stderr | await self.app(scope, receive, send)
Aug 06 14:39:16 node1 python[2932916]: 2024-08-06 14:39:16 | ERROR | stderr | File "/data/olah/.venv/lib/python3.10/site-packages/starlette/routing.py", line 77, in app
Aug 06 14:39:16 node1 python[2932916]: 2024-08-06 14:39:16 | ERROR | stderr | await wrap_app_handling_exceptions(app, request)(scope, receive, send)
Aug 06 14:39:16 node1 python[2932916]: 2024-08-06 14:39:16 | ERROR | stderr | File "/data/olah/.venv/lib/python3.10/site-packages/starlette/_exception_handler.py", line 64, in wrapped_app
Aug 06 14:39:16 node1 python[2932916]: 2024-08-06 14:39:16 | ERROR | stderr | raise exc
Aug 06 14:39:16 node1 python[2932916]: 2024-08-06 14:39:16 | ERROR | stderr | File "/data/olah/.venv/lib/python3.10/site-packages/starlette/_exception_handler.py", line 53, in wrapped_app
Aug 06 14:39:16 node1 python[2932916]: 2024-08-06 14:39:16 | ERROR | stderr | await app(scope, receive, sender)
Aug 06 14:39:16 node1 python[2932916]: 2024-08-06 14:39:16 | ERROR | stderr | File "/data/olah/.venv/lib/python3.10/site-packages/starlette/routing.py", line 72, in app
Aug 06 14:39:16 node1 python[2932916]: 2024-08-06 14:39:16 | ERROR | stderr | response = await func(request)
Aug 06 14:39:16 node1 python[2932916]: 2024-08-06 14:39:16 | ERROR | stderr | File "/data/olah/.venv/lib/python3.10/site-packages/fastapi/routing.py", line 278, in app
Aug 06 14:39:16 node1 python[2932916]: 2024-08-06 14:39:16 | ERROR | stderr | raw_response = await run_endpoint_function(
Aug 06 14:39:16 node1 python[2932916]: 2024-08-06 14:39:16 | ERROR | stderr | File "/data/olah/.venv/lib/python3.10/site-packages/fastapi/routing.py", line 191, in run_endpoint_function
Aug 06 14:39:16 node1 python[2932916]: 2024-08-06 14:39:16 | ERROR | stderr | return await dependant.call(**values)
Aug 06 14:39:16 node1 python[2932916]: 2024-08-06 14:39:16 | ERROR | stderr | File "/data/olah/olah/olah/server.py", line 402, in lfs_head
Aug 06 14:39:16 node1 python[2932916]: 2024-08-06 14:39:16 | ERROR | stderr | status_code = await generator.__anext__()
Aug 06 14:39:16 node1 python[2932916]: 2024-08-06 14:39:16 | ERROR | stderr | File "/data/olah/olah/olah/proxy/files.py", line 257, in _file_realtime_stream
Aug 06 14:39:16 node1 python[2932916]: 2024-08-06 14:39:16 | ERROR | stderr | status_code, head_info, content = await _file_full_header(
Aug 06 14:39:16 node1 python[2932916]: 2024-08-06 14:39:16 | ERROR | stderr | File "/data/olah/olah/olah/proxy/files.py", line 89, in _file_full_header
Aug 06 14:39:16 node1 python[2932916]: 2024-08-06 14:39:16 | ERROR | stderr | raise Exception(f"Unexpected HTTP status code {response.status_code}")
Aug 06 14:39:16 node1 python[2932916]: 2024-08-06 14:39:16 | ERROR | stderr | Exception: Unexpected HTTP status code 403
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