PII evaluation functionality #141
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strickvl
commented
Oct 29, 2024
| @@ -21,6 +21,7 @@ rerankers[flashrank] | |||
| datasets | |||
| torch | |||
| gradio | |||
| huggingface-hub | |||
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Not using this in this PR, but will in a separate one for the HF deployment.
strickvl
commented
Oct 29, 2024
| @@ -45,7 +45,7 @@ def generate_synthetic_queries( | |||
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| with Pipeline(name="generate_embedding_queries") as pipeline: | |||
| load_dataset = LoadDataFromHub( | |||
| # num_examples=20, # use this for demo purposes | |||
| num_examples=40, # use this for demo purposes | |||
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Feel free to leave this commented out if you'd like the full run.
|
this looks super nice :) |
…ml-projects into feature/add-more-evaluation
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Added PII detection as part of the synthetic data generation step
https://www.loom.com/share/7b68ea1d069b42a4872791a64895c19c?sid=42c7995d-caf5-4c6a-8497-ea7a213f15ee for a tiny video overview
https://cloud.zenml.io/organizations/fc992c14-d960-4db7-812e-8f070c99c6f0/tenants/8a462fb6-b1fe-48df-9677-edc76bc8352d/runs/e3e4d459-d7e6-4a93-8586-b78ea803069b?tab=overview -- the link to the pipeline where I ran this.