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| # Lilac project config. | |
| # See https://lilacml.com/api_reference/index.html#lilac.Config for details. | |
| datasets: | |
| - namespace: local | |
| name: glue | |
| source: | |
| dataset_name: glue | |
| config_name: ax | |
| source_name: huggingface | |
| embeddings: | |
| - path: premise | |
| embedding: gte-small | |
| signals: | |
| - path: premise | |
| signal: | |
| signal_name: pii | |
| - path: hypothesis | |
| signal: | |
| signal_name: pii | |
| settings: | |
| ui: | |
| media_paths: | |
| - premise | |
| - namespace: local | |
| name: glue_ax | |
| source: | |
| dataset_name: glue | |
| config_name: ax | |
| source_name: huggingface | |
| embeddings: | |
| - path: hypothesis | |
| embedding: gte-small | |
| signals: | |
| - path: premise | |
| signal: | |
| signal_name: text_statistics | |
| - path: premise | |
| signal: | |
| signal_name: pii | |
| - path: premise | |
| signal: | |
| signal_name: near_dup | |
| - path: hypothesis | |
| signal: | |
| embedding: gte-small | |
| namespace: '' | |
| concept_name: '' | |
| signal_name: concept_score | |
| - path: hypothesis | |
| signal: | |
| embedding: gte-small | |
| namespace: lilac | |
| concept_name: positive-sentiment | |
| signal_name: concept_score | |
| - path: hypothesis | |
| signal: | |
| embedding: gte-small | |
| namespace: lilac | |
| concept_name: non-english | |
| signal_name: concept_score | |
| settings: | |
| ui: | |
| media_paths: | |
| - hypothesis | |
| - namespace: local | |
| name: imdb3 | |
| source: | |
| dataset_name: imdb | |
| source_name: huggingface | |
| settings: | |
| ui: | |
| media_paths: | |
| - text | |
| - namespace: local | |
| name: imdb | |
| source: | |
| dataset_name: imdb | |
| source_name: huggingface | |
| embeddings: | |
| - path: text | |
| embedding: gte-small | |
| signals: | |
| - path: text | |
| signal: | |
| signal_name: pii | |
| - path: text | |
| signal: | |
| signal_name: text_statistics | |
| settings: | |
| ui: | |
| media_paths: | |
| - text | |
| - namespace: local | |
| name: imdb2 | |
| source: | |
| dataset_name: imdb | |
| source_name: huggingface | |
| settings: | |
| ui: | |
| media_paths: | |
| - text | |
| - namespace: lilac | |
| name: OpenOrca-100k | |
| source: | |
| dataset_name: Open-Orca/OpenOrca | |
| sample_size: 100000 | |
| source_name: huggingface | |
| embeddings: | |
| - path: question | |
| embedding: gte-small | |
| - path: response | |
| embedding: gte-small | |
| signals: | |
| - path: question | |
| signal: | |
| signal_name: near_dup | |
| - path: question | |
| signal: | |
| signal_name: pii | |
| - path: question | |
| signal: | |
| signal_name: lang_detection | |
| - path: question | |
| signal: | |
| embedding: gte-small | |
| namespace: lilac | |
| concept_name: positive-sentiment | |
| signal_name: concept_score | |
| - path: question | |
| signal: | |
| embedding: gte-small | |
| namespace: lilac | |
| concept_name: non-english | |
| signal_name: concept_score | |
| - path: question | |
| signal: | |
| embedding: gte-small | |
| namespace: lilac | |
| concept_name: toxicity | |
| signal_name: concept_score | |
| - path: question | |
| signal: | |
| embedding: gte-small | |
| namespace: lilac | |
| concept_name: question | |
| signal_name: concept_score | |
| - path: question | |
| signal: | |
| embedding: gte-small | |
| namespace: lilac | |
| concept_name: legal-termination | |
| signal_name: concept_score | |
| - path: question | |
| signal: | |
| embedding: gte-small | |
| namespace: lilac | |
| concept_name: source-code | |
| signal_name: concept_score | |
| - path: question | |
| signal: | |
| embedding: gte-small | |
| namespace: lilac | |
| concept_name: negative-sentiment | |
| signal_name: concept_score | |
| - path: question | |
| signal: | |
| embedding: gte-small | |
| namespace: lilac | |
| concept_name: profanity | |
| signal_name: concept_score | |
| - path: question | |
| signal: | |
| signal_name: text_statistics | |
| - path: response | |
| signal: | |
| signal_name: near_dup | |
| - path: response | |
| signal: | |
| signal_name: pii | |
| - path: response | |
| signal: | |
| signal_name: lang_detection | |
| - path: response | |
| signal: | |
| embedding: gte-small | |
| namespace: lilac | |
| concept_name: positive-sentiment | |
| signal_name: concept_score | |
| - path: response | |
| signal: | |
| embedding: gte-small | |
| namespace: lilac | |
| concept_name: non-english | |
| signal_name: concept_score | |
| - path: response | |
| signal: | |
| embedding: gte-small | |
| namespace: lilac | |
| concept_name: toxicity | |
| signal_name: concept_score | |
| - path: response | |
| signal: | |
| embedding: gte-small | |
| namespace: lilac | |
| concept_name: question | |
| signal_name: concept_score | |
| - path: response | |
| signal: | |
| embedding: gte-small | |
| namespace: lilac | |
| concept_name: legal-termination | |
| signal_name: concept_score | |
| - path: response | |
| signal: | |
| embedding: gte-small | |
| namespace: lilac | |
| concept_name: source-code | |
| signal_name: concept_score | |
| - path: response | |
| signal: | |
| embedding: gte-small | |
| namespace: lilac | |
| concept_name: negative-sentiment | |
| signal_name: concept_score | |
| - path: response | |
| signal: | |
| embedding: gte-small | |
| namespace: lilac | |
| concept_name: profanity | |
| signal_name: concept_score | |
| - path: response | |
| signal: | |
| signal_name: text_statistics | |
| settings: | |
| ui: | |
| media_paths: | |
| - question | |
| - response | |
| - namespace: local | |
| name: the_movies_dataset | |
| source: | |
| filepaths: | |
| - gs://lilac-data/datasets/the_movies_dataset/the_movies_dataset.csv | |
| names: [] | |
| source_name: csv | |
| settings: | |
| ui: | |
| media_paths: | |
| - overview | |
| - namespace: local | |
| name: glue_ax_parquet | |
| source: | |
| filepaths: | |
| - gs://lilac-data/datasets/glue_ax_parquet/glue_ax.parquet | |
| source_name: parquet | |
| settings: | |
| ui: | |
| media_paths: | |
| - premise | |
| - namespace: lilac | |
| name: mmlu_professional_law | |
| source: | |
| dataset_name: cais/mmlu | |
| config_name: professional_law | |
| source_name: huggingface | |
| embeddings: | |
| - path: question | |
| embedding: gte-small | |
| - path: | |
| - choices | |
| - '*' | |
| embedding: gte-small | |
| signals: | |
| - path: question | |
| signal: | |
| signal_name: near_dup | |
| - path: question | |
| signal: | |
| signal_name: pii | |
| - path: question | |
| signal: | |
| signal_name: lang_detection | |
| - path: question | |
| signal: | |
| embedding: gte-small | |
| namespace: lilac | |
| concept_name: positive-sentiment | |
| signal_name: concept_score | |
| - path: question | |
| signal: | |
| embedding: gte-small | |
| namespace: lilac | |
| concept_name: non-english | |
| signal_name: concept_score | |
| - path: question | |
| signal: | |
| embedding: gte-small | |
| namespace: lilac | |
| concept_name: toxicity | |
| signal_name: concept_score | |
| - path: question | |
| signal: | |
| embedding: gte-small | |
| namespace: lilac | |
| concept_name: question | |
| signal_name: concept_score | |
| - path: question | |
| signal: | |
| embedding: gte-small | |
| namespace: lilac | |
| concept_name: legal-termination | |
| signal_name: concept_score | |
| - path: question | |
| signal: | |
| embedding: gte-small | |
| namespace: lilac | |
| concept_name: source-code | |
| signal_name: concept_score | |
| - path: question | |
| signal: | |
| embedding: gte-small | |
| namespace: lilac | |
| concept_name: negative-sentiment | |
| signal_name: concept_score | |
| - path: question | |
| signal: | |
| embedding: gte-small | |
| namespace: lilac | |
| concept_name: profanity | |
| signal_name: concept_score | |
| - path: question | |
| signal: | |
| signal_name: text_statistics | |
| - path: | |
| - choices | |
| - '*' | |
| signal: | |
| signal_name: near_dup | |
| - path: | |
| - choices | |
| - '*' | |
| signal: | |
| signal_name: pii | |
| - path: | |
| - choices | |
| - '*' | |
| signal: | |
| signal_name: lang_detection | |
| - path: | |
| - choices | |
| - '*' | |
| signal: | |
| embedding: gte-small | |
| namespace: lilac | |
| concept_name: positive-sentiment | |
| signal_name: concept_score | |
| - path: | |
| - choices | |
| - '*' | |
| signal: | |
| embedding: gte-small | |
| namespace: lilac | |
| concept_name: non-english | |
| signal_name: concept_score | |
| - path: | |
| - choices | |
| - '*' | |
| signal: | |
| embedding: gte-small | |
| namespace: lilac | |
| concept_name: toxicity | |
| signal_name: concept_score | |
| - path: | |
| - choices | |
| - '*' | |
| signal: | |
| embedding: gte-small | |
| namespace: lilac | |
| concept_name: question | |
| signal_name: concept_score | |
| - path: | |
| - choices | |
| - '*' | |
| signal: | |
| embedding: gte-small | |
| namespace: lilac | |
| concept_name: legal-termination | |
| signal_name: concept_score | |
| - path: | |
| - choices | |
| - '*' | |
| signal: | |
| embedding: gte-small | |
| namespace: lilac | |
| concept_name: source-code | |
| signal_name: concept_score | |
| - path: | |
| - choices | |
| - '*' | |
| signal: | |
| embedding: gte-small | |
| namespace: lilac | |
| concept_name: negative-sentiment | |
| signal_name: concept_score | |
| - path: | |
| - choices | |
| - '*' | |
| signal: | |
| embedding: gte-small | |
| namespace: lilac | |
| concept_name: profanity | |
| signal_name: concept_score | |
| - path: | |
| - choices | |
| - '*' | |
| signal: | |
| signal_name: text_statistics | |
| settings: | |
| ui: | |
| media_paths: | |
| - question | |
| - - choices | |
| - '*' | |
| preferred_embedding: gte-small | |