Merge branch 'new-flagembedding-v1' of github.com:hanhainebula/FlagEmbedding into new-flagembedding-v1

Author: hanhainebula

FlagEmbedding/abc/evaluation/utils.py

@@ -102,10 +102,13 @@ def index(
     faiss_index = faiss.index_factory(corpus_embeddings.shape[-1], index_factory, faiss.METRIC_INNER_PRODUCT)
 
     if device is None and torch.cuda.is_available():
-        co = faiss.GpuMultipleClonerOptions()
-        co.shard = True
-        co.useFloat16 = True
-        faiss_index = faiss.index_cpu_to_all_gpus(faiss_index, co)
+        try:
+            co = faiss.GpuMultipleClonerOptions()
+            co.shard = True
+            co.useFloat16 = True
+            faiss_index = faiss.index_cpu_to_all_gpus(faiss_index, co)
+        except:
+            print('faiss do not support GPU, please uninstall faiss-cpu, faiss-gpu and install faiss-gpu again.')
 
     logger.info('Adding embeddings ...')
     corpus_embeddings = corpus_embeddings.astype(np.float32)

examples/evaluation/README.md

@@ -131,6 +131,8 @@ Here is an example for evaluation:
 
 ```shell
 pip install beir
+mkdir eval_beir
+cd eavl_beir
 ```
 
 ```shell