Skip to content

Move punkt download to models.py #103

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Open
wants to merge 2 commits into
base: main
Choose a base branch
from
Open

Move punkt download to models.py #103

Show file tree
Hide file tree
Changes from all commits
Commits
Show all changes
2 commits
Select commit Hold shift + click to select a range
3f0cf97
Move punkt download to models.py
habemus-papadum Jul 5, 2023
dc3c135
Location of `punkt` download has changed
habemus-papadum Jul 5, 2023
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
4 changes: 3 additions & 1 deletion app/models.py
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -1,11 +1,13 @@
from sentence_transformers import SentenceTransformer, CrossEncoder
from transformers import pipeline
import torch

import nltk

bi_encoder = SentenceTransformer('multi-qa-MiniLM-L6-cos-v1')

cross_encoder_small = CrossEncoder('cross-encoder/ms-marco-TinyBERT-L-2-v2')
cross_encoder_large = CrossEncoder('cross-encoder/ms-marco-MiniLM-L-6-v2')

qa_model = pipeline('question-answering', model='deepset/roberta-base-squad2')

nltk.download('punkt')
1 change: 0 additions & 1 deletion app/search_logic.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -25,7 +25,6 @@
BI_ENCODER_CANDIDATES = 60 if torch.cuda.is_available() else 20
SMALL_CROSS_ENCODER_CANDIDATES = 30 if torch.cuda.is_available() else 10

nltk.download('punkt')
logger = logging.getLogger(__name__)


Expand Down