Upload README.md with huggingface_hub

README.md

@@ -24,19 +24,21 @@ never leaves the device.
 
 ## Two parts of the recipe, and only one of them is in the graph
 
-**The pooling is in.** sentence-transformers keeps it per model, and the four small
-embedding models on this shelf do not agree:
+**The pooling is in.** sentence-transformers keeps it per model, and the six embedding
+models on this shelf do not agree:
 
 | | pooling | normalised |
 |---|---|---|
-| **multilingual-e5-base** | **mean** | **yes** |
-| all-MiniLM-L6-v2 / L12-v2 | mean | yes |
+| all-MiniLM-L6-v2 | mean | yes |
+| all-MiniLM-L12-v2 | mean | yes |
 | bge-small-en-v1.5 | **CLS** | yes |
+| **multilingual-e5-base** | **mean** | **yes** |
+| multilingual-e5-large | mean | yes |
 | paraphrase-multilingual-L12 | mean | **no** |
 
 Read off `modules.json` and `1_Pooling/config.json` rather than assumed from the family
-name — the other multilingual model on this shelf uses the same pooling and does *not*
-normalise.
+name — paraphrase-multilingual is the same architecture family with the same pooling, and
+it does *not* normalise.
 
 **The prefix is not.** E5 is trained with `"query: "` in front of a search query and
 `"passage: "` in front of a document, and it expects them at inference: