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This commit is contained in:
Timothy J. Baek 2024-09-19 22:17:32 +02:00
parent 4e43663448
commit 9be73ea94a
2 changed files with 13 additions and 1 deletions
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2
Dockerfile
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@ -76,7 +76,7 @@ ENV RAG_EMBEDDING_MODEL="$USE_EMBEDDING_MODEL_DOCKER" \
ENV HF_HOME="/app/backend/data/cache/embedding/models"
## Torch Extensions ##
ENV TORCH_EXTENSIONS_DIR="/.cache/torch_extensions"
# ENV TORCH_EXTENSIONS_DIR="/.cache/torch_extensions"
#### Other models ##########################################################

12
backend/open_webui/apps/rag/main.py
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@ -206,6 +206,18 @@ def update_reranking_model(
print("ColBERT: Loading model", name)
self.device = "cuda" if torch.cuda.is_available() else "cpu"
if DOCKER:
# This is a workaround for the issue with the docker container
# where the torch extension is not loaded properly
# and the following error is thrown:
# /root/.cache/torch_extensions/py311_cpu/segmented_maxsim_cpp/segmented_maxsim_cpp.so: cannot open shared object file: No such file or directory
torch_extensions = "/root/.cache/torch_extensions/py311_cpu"
try:
shutil.rmtree(torch_extensions)
except:
pass
self.ckpt = Checkpoint(
name,
colbert_config=ColBERTConfig(model_name=name),