lightonai/embeddings-fine-tuning-filtered-code

Overview This dataset is composed of high quality code retrieval data sources with mined hard negatives annotated with bi-encoder and cross-encoder scores. It can be used to train a strong code retrieval model by itself but is better used after a large-scale contrastive pre-training, for example using the CoRNStack dataset. The negatives were mined following the NV-Retriever setup: the closest documents to each query are mined as negatives, and false negatives are filtered out… See the full description on the dataset page: https://huggingface.co/datasets/lightonai/embeddings-fine-tuning-filter

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