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M4-ai/
NeuralReyna-Mini-1.8B-v0.2

Name: NeuralReyna-Mini-1.8B-v0.2
Availability: InStock

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NeuralReyna-Mini-1.8B-v0.2

Taken aloobun/Reyna-Mini-1.8B-v0.2 and further fine-tuned it using DPO using the Intel/orca_dpo_pairs dataset.

This model has capabilities in coding, math, science, roleplay, and function calling.

This model was trained on OpenAI's ChatML prompt format.

AGIEval:

GPT4ALL:

Tasks	Version	Filter	Metric	Value		Stderr
arc_challenge	1	none	acc	0.3208	±	0.0136
		none	acc_norm	0.3336	±	0.0138
arc_easy	1	none	acc	0.6035	±	0.0100
		none	acc_norm	0.5833	±	0.0101
boolq	2	none	acc	0.6526	±	0.0083
hellaswag	1	none	acc	0.4556	±	0.0050
		none	acc_norm	0.6076	±	0.0049
openbookqa	1	none	acc	0.2600	±	0.0196
		none	acc_norm	0.3460	±	0.0213
piqa	1	none	acc	0.7236	±	0.0104
		none	acc_norm	0.7307	±	0.0104
winogrande	1	none	acc	0.6062	±	0.0137

This model may have overfitted to the DPO training data, and may not perform well.

Thanks to @aloobun and @Locutusque for their contributions to this model.

Detailed results can be found here