121 lines
2.9 KiB
Markdown
121 lines
2.9 KiB
Markdown
---
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base_model:
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- NousResearch/Hermes-3-Llama-3.1-8B
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- arcee-ai/Llama-3.1-SuperNova-Lite
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library_name: transformers
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tags:
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- mergekit
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- merge
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license: llama3.1
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model-index:
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- name: HermesNova-Llama-3.1-8B
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results:
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- task:
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type: text-generation
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dataset:
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type: lm-evaluation-harness
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name: bbh
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metrics:
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- name: acc_norm
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type: acc_norm
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value: 0.5418
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verified: false
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- task:
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type: text-generation
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dataset:
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type: lm-evaluation-harness
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name: gpqa
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metrics:
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- name: acc_norm
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type: acc_norm
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value: 0.3365
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verified: false
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- task:
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type: text-generation
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dataset:
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type: lm-evaluation-harness
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name: math
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metrics:
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- name: exact_match
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type: exact_match
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value: 0.1148
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verified: false
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- task:
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type: text-generation
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dataset:
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type: lm-evaluation-harness
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name: mmlu
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metrics:
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- name: acc_norm
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type: acc_norm
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value: 0.3729
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verified: false
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- task:
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type: text-generation
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dataset:
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type: lm-evaluation-harness
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name: musr
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metrics:
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- name: acc_norm
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type: acc_norm
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value: 0.4330
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verified: false
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- task:
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type: text-generation
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dataset:
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type: lm-evaluation-harness
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name: hellaswag
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metrics:
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- name: acc
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type: acc
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value: 0.6306512646883091
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verified: false
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- name: acc_norm
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type: acc_norm
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value: 0.818263294164509
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verified: false
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---
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[<img src="https://raw.githubusercontent.com/csabakecskemeti/devquasar/main/dq_logo_black-transparent.png" width="200"/>](https://devquasar.com)
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'Make knowledge free for everyone'
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<a href='https://ko-fi.com/L4L416YX7C' target='_blank'><img height='36' style='border:0px;height:36px;' src='https://storage.ko-fi.com/cdn/kofi6.png?v=6' border='0' alt='Buy Me a Coffee at ko-fi.com' /></a>
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# HermesNova
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The 2 most powerful LLama3.1 model Hermes-3-Llama-3.1-8B and Llama-3.1-SuperNova-Lite merged
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# merge
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This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
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## Merge Details
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### Merge Method
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This model was merged using the [linear](https://arxiv.org/abs/2203.05482) merge method.
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### Models Merged
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The following models were included in the merge:
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* [NousResearch/Hermes-3-Llama-3.1-8B](https://huggingface.co/NousResearch/Hermes-3-Llama-3.1-8B)
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* [arcee-ai/Llama-3.1-SuperNova-Lite](https://huggingface.co/arcee-ai/Llama-3.1-SuperNova-Lite)
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### Configuration
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The following YAML configuration was used to produce this model:
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```yaml
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models:
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- model: NousResearch/Hermes-3-Llama-3.1-8B
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parameters:
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weight: 1.0
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- model: arcee-ai/Llama-3.1-SuperNova-Lite
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parameters:
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weight: 1.0
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merge_method: linear
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dtype: float16
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``` |