add eval to readme

README.md

@@ -14,6 +14,10 @@ configs:
   data_files:
   - split: finetuning
     path: "proteins_finetuning.csv"
+- config_name: evaluation
+  data_files:
+  - split: evaluation
+    path: "proteins_evaluation.csv"
 - config_name: research
   data_files:
   - split: research
@@ -75,6 +79,21 @@ Removed PubMed reference numbers to avoid training models to hallucinate PubMed
 In the current state of plant genomics research, about half of the finetuning split are from rice and related 
 species, a fifth are from Papilionoideae/Faboideae, and seven taxa have less than 1% each.
 
+## Evaluation split
+
+**Reviewed proteins (Swiss-Prot)** from other genera (avocado, carrot, cassava, lychee, prunus (i.e. peaches, cherries, plums)).
+Each row contains a gene name, species or subspecies, an amino acid sequence, and comments / annotations available in UniProt.
+
+A gene name may match multiple entries on UniProt from different accessions.
+
+Annotations may be empty, or may include information such as:
+
+- likely function, written in English
+- location inside of cell (e.g. "Subcellular locations: Vacuole")
+- locations in the plant (e.g. "Expressed in roots, stems")
+
+Removed PubMed reference numbers to avoid training models to hallucinate PubMed references.
+
 ## Research split
 
 Proteins from quinoa (~99%), cañihua, and the three species of amaranth which are currently grown for grain.
@@ -93,5 +112,5 @@ Understanding reviewed/unreviewed proteins: https://www.uniprot.org/help/uniprot
 The reviewed sequences are often similar to unreviewed sequences from related species and accessions, and are not suitable to test predicting/infilling/completion.
 
 Species include inedible wild relatives.<br/>
-Some people have allergic reactions to wheat/gluten, nightshades, maize, and other crops.<br/>
+Some people have allergic reactions to wheat/gluten, nightshades, maize, lychee, and other crops.<br/>
 Chili peppers can be painfully spicy.