31 lines
1.3 KiB
Markdown
31 lines
1.3 KiB
Markdown
---
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license: apache-2.0
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tags:
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- llama-factory
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- lora
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- generated_from_trainer
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model-index:
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- name: UNAversal-2x7B-v1
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results: []
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---
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# UNAversal-2x7B-v1
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Merely Phase 1 UNA, only MLP's and its kinda of a beta. The goal was to produce a small but powerful MoE.
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This is a 2 MoE model, of 7B each expert. Based on intel-neural series v3.
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| Tasks |Version|Filter|n-shot| Metric |Value | |Stderr|
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|--------------|-------|------|-----:|----------|-----:|---|-----:|
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|arc_challenge |Yaml |none | 25|acc |0.7133|± |0.0132|
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| | |none | 25|acc_norm |0.7235|± |0.0131|
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|arc_easy |Yaml |none | 0|acc |0.8674|± |0.0070|
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| | |none | 0|acc_norm |0.8291|± |0.0077|
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|boolq |Yaml |none | 0|acc |0.8768|± |0.0057|
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|lambada_openai|Yaml |none | 0|perplexity|3.6656|± |0.0841|
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| | |none | 0|acc |0.7017|± |0.0064|
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|mathqa |Yaml |none | 0|acc |0.3474|± |0.0087|
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| | |none | 0|acc_norm |0.3585|± |0.0088|
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|piqa |Yaml |none | 0|acc |0.8411|± |0.0085|
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| | |none | 0|acc_norm |0.8526|± |0.0083|
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|sciq |Yaml |none | 0|acc |0.9600|± |0.0062|
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| | |none | 0|acc_norm |0.9370|± |0.0077| |