UNAversal-2x7B-v1
Merely Phase 1 UNA, only MLP's and its kinda of a beta. The goal was to produce a small but powerful MoE.
This is a 2 MoE model, of 7B each expert. Based on intel-neural series v3.
Tasks | Version | Filter | n-shot | Metric | Value | Stderr | |
---|---|---|---|---|---|---|---|
arc_challenge | Yaml | none | 25 | acc | 0.7133 | ± | 0.0132 |
none | 25 | acc_norm | 0.7235 | ± | 0.0131 | ||
arc_easy | Yaml | none | 0 | acc | 0.8674 | ± | 0.0070 |
none | 0 | acc_norm | 0.8291 | ± | 0.0077 | ||
boolq | Yaml | none | 0 | acc | 0.8768 | ± | 0.0057 |
lambada_openai | Yaml | none | 0 | perplexity | 3.6656 | ± | 0.0841 |
none | 0 | acc | 0.7017 | ± | 0.0064 | ||
mathqa | Yaml | none | 0 | acc | 0.3474 | ± | 0.0087 |
none | 0 | acc_norm | 0.3585 | ± | 0.0088 | ||
piqa | Yaml | none | 0 | acc | 0.8411 | ± | 0.0085 |
none | 0 | acc_norm | 0.8526 | ± | 0.0083 | ||
sciq | Yaml | none | 0 | acc | 0.9600 | ± | 0.0062 |
none | 0 | acc_norm | 0.9370 | ± | 0.0077 |
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