Pclanglais commited on
Commit
a37aa59
1 Parent(s): 4b866bc

Create README.md

Browse files
Files changed (1) hide show
  1. README.md +15 -0
README.md ADDED
@@ -0,0 +1,15 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ***ScikitLLM*** is an LLM finetuned on writing references and code for the Scikit-Learn documentation.
2
+
3
+ Features of ScikitLLM includes:
4
+ * Support for RAG (three chunks)
5
+ * Sources and quotations using a modified version of the wiki syntax ("<ref>")
6
+ * Code samples and examples based on the code quoted in the chunks.
7
+ * Expanded knowledge/familiarity with the Scikit-Learn concepts and documentation.
8
+
9
+ ## Training
10
+
11
+ ScikitLLM is based on Mistral-OpenHermes 7B, a pre-existing finetune version of Mistral 7B. OpenHermes already include many desired capacities for the end use, including instruction tuning, source analysis, and native support for the chatML syntax.
12
+
13
+ As a fine-tune of a fine-tune, ScikitLLM has been trained with a lower learning rate than is commonly used in fine-tuning projects.
14
+
15
+