transformers safetensors mixtral text-generation llama-factory lora generated_from_trainer license:apache-2.0 autotrain_compatible text-generation-inference endpoints_compatible region:us
---
license: apache-2.0
tags:
- llama-factory
- lora
- generated_from_trainer
model-index:
- name: UNAversal-2x7B-v1
  results: []
---
# 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|