diff --git a/configs/index/finetune_gptjr.yaml b/configs/index/finetune_gptjr.yaml
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+# dataset
+streaming: false
+num_proc: 64
+dataset_path: "squad"
+max_length: 1024
+batch_size: 32
+
+#index
+index_path: "/home/paperspace/gpt4all/gpt4all/index/wiki-cohere-index.bin"
+index_database: "nomic-ai/cohere-wiki-sbert"
+index_space: "cosine"
+index_dim: 384
+query_embedding_field: 'question'
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