Hi there, I’m encountering this error when I try to use the all-MiniLM-L6-v2 model. Basically keep getting a timeout error. Any ideas?
File "c:\Users\dalin\Dropbox\PatentLandscaping\ingest.py", line 23, in <module>
create_vector_db()
File "c:\Users\dalin\Dropbox\PatentLandscaping\ingest.py", line 17, in create_vector_db
embeddings = HuggingFaceEmbeddings(model_name = 'sentence-transformers/all-MiniLM-L6-v2', model_kwargs = {'device':'cpu'})
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "c:\Users\dalin\Dropbox\PatentLandscaping\.venv\Lib\site-packages\langchain\embeddings\huggingface.py", line 66, in __init__
self.client = sentence_transformers.SentenceTransformer(
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "c:\Users\dalin\Dropbox\PatentLandscaping\.venv\Lib\site-packages\sentence_transformers\SentenceTransformer.py", line 87, in __init__
snapshot_download(model_name_or_path,
File "c:\Users\dalin\Dropbox\PatentLandscaping\.venv\Lib\site-packages\sentence_transformers\util.py", line 491, in snapshot_download
path = cached_download(**cached_download_args)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "c:\Users\dalin\Dropbox\PatentLandscaping\.venv\Lib\site-packages\huggingface_hub\utils\_validators.py", line 118, in _inner_fn
return fn(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^
File "c:\Users\dalin\Dropbox\PatentLandscaping\.venv\Lib\site-packages\huggingface_hub\file_download.py", line 808, in cached_download
http_get(
File "c:\Users\dalin\Dropbox\PatentLandscaping\.venv\Lib\site-packages\huggingface_hub\file_download.py", line 515, in http_get
r = _request_wrapper(
^^^^^^^^^^^^^^^^^
File "c:\Users\dalin\Dropbox\PatentLandscaping\.venv\Lib\site-packages\huggingface_hub\file_download.py", line 452, in _request_wrapper
return http_backoff(
^^^^^^^^^^^^^
File "c:\Users\dalin\Dropbox\PatentLandscaping\.venv\Lib\site-packages\huggingface_hub\utils\_http.py", line 274, in http_backoff
raise err
File "c:\Users\dalin\Dropbox\PatentLandscaping\.venv\Lib\site-packages\huggingface_hub\utils\_http.py", line 258, in http_backoff
response = session.request(method=method, url=url, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "c:\Users\dalin\Dropbox\PatentLandscaping\.venv\Lib\site-packages\requests\sessions.py", line 529, in request
resp = self.send(prep, **send_kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "c:\Users\dalin\Dropbox\PatentLandscaping\.venv\Lib\site-packages\requests\sessions.py", line 645, in send
r = adapter.send(request, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "c:\Users\dalin\Dropbox\PatentLandscaping\.venv\Lib\site-packages\huggingface_hub\utils\_http.py", line 63, in send
return super().send(request, *args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "c:\Users\dalin\Dropbox\PatentLandscaping\.venv\Lib\site-packages\requests\adapters.py", line 532, in send
raise ReadTimeout(e, request=request)
requests.exceptions.ReadTimeout: (ReadTimeoutError("HTTPSConnectionPool(host='huggingface.co', port=443): Read timed out. (read timeout=10.0)"), '(Request
ID: cde2c277-36a3-4901-8462-92ed3ac17d32)')