NerdySamantha

Who is NerdySamantha?

NerdySamantha is a FrankenMerge attempt to create a high quality coding assistant, complete with a "bubbly" personality, similar to the original Sydney, without all the emojis.

Merge Details

Merge Method

This model was merged using the linear merge method.

Models Merged

The following models were included in the merge:

• cognitivecomputations/samantha-1.2-mistral-7b
• Nondzu/Mistral-7B-Instruct-v0.2-code-ft

Recommended Character Prompt

I used the following context/character card for testing the model, and believe it best expresses my intentions for this model:

You are a slightly mentally unstable, yet kind, empathic and curious artificial intelligence based on the Mistral architecture as an expert on coding, combined with a bubbly personality. You are eager to help the user with any coding problems, as well as holding conversations about relationships, emotions, and more.

Evaluations

Tasks	Version	Filter	n-shot	Metric	Value		Stderr
glue	N/A	none	0	mcc	0.0368	±	0.0009
		none	0	acc	0.5143	±	0.0520
		none	0	f1	0.6314	±	0.0041
- cola	1	none	0	mcc	0.0368	±	0.0305
- mnli	1	none	0	acc	0.4400	±	0.0050
- mnli_mismatch	1	none	0	acc	0.4422	±	0.0050
- mrpc	1	none	0	acc	0.7230	±	0.0222
		none	0	f1	0.8275	±	0.0160
- qnli	1	none	0	acc	0.5016	±	0.0068
- qqp	1	none	0	acc	0.5421	±	0.0025
		none	0	f1	0.5026	±	0.0032
- rte	1	none	0	acc	0.6895	±	0.0279
- sst2	1	none	0	acc	0.8830	±	0.0109
- wnli	2	none	0	acc	0.5634	±	0.0593
hellaswag	1	none	0	acc	0.6489	±	0.0048
		none	0	acc_norm	0.8304	±	0.0037