metadata
base_model:
- cognitivecomputations/samantha-1.2-mistral-7b
- Nondzu/Mistral-7B-Instruct-v0.2-code-ft
tags:
- mergekit
- merge
- code-assistant
- personality
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:
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 |