Create README.md
Browse files
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 |
+
|