Update README.md

README.md

@@ -76,11 +76,14 @@ print(sentence_embeddings)
 
 ## Evaluation Results
 ```
-epoch,steps,cosine_pearson,cosine_spearman,euclidean_pearson,euclidean_spearman,manhattan_pearson,manhattan_spearman,dot_pearson,dot_spearman
-0,-1,0.8441511943881872,0.842139456614267,0.8079280123390863,0.8133773844408285,0.8061045432939875,0.8120313077224331,0.765564331583017,0.7758911212599943
-1,-1,0.8505781800765124,0.8483036121137681,0.824043571251859,0.828168962987315,0.8227441143847719,0.8269561222926696,0.7895885844553006,0.7956808786541772
-2,-1,0.8540176327819012,0.8524414878771152,0.8278950073844416,0.8323727470271813,0.8268352374519953,0.8316947483386466,0.8027944039984911,0.8062262061975706
-3,-1,0.8532432895679434,0.851780980304441,0.8298723338734442,0.8340725567708174,0.8289668426348045,0.8333822263715207,0.8043286320186501,0.8063301333153703
+cosine_pearson : 0.8280372842978689
+cosine_spearman : 0.8232689765056079
+euclidean_pearson : 0.81021993884437
+euclidean_spearman : 0.8087904592393836
+manhattan_pearson : 0.809645390126291
+manhattan_spearman : 0.8077035464970413
+dot_pearson : 0.7803662255836028
+dot_spearman : 0.7699607641618339
 ```
 
 For an automated evaluation of this model, see the *Sentence Embeddings Benchmark*: [https://seb.sbert.net](https://seb.sbert.net?model_name=hiiamsid/sentence_similarity_spanish_es)
@@ -129,5 +132,6 @@ SentenceTransformer(
 ```
 
 ## Citing & Authors
-
-<!--- Describe where people can find more information -->
+- Datasets : [stsb_multi_mt](https://huggingface.co/datasets/stsb_multi_mt)
+- Model : [dccuchile/bert-base-spanish-wwm-cased](https://huggingface.co/dccuchile/bert-base-spanish-wwm-cased)
+- Sentence Transformers [Semantic Textual Similarity](https://www.sbert.net/examples/training/sts/README.html)