transformers safetensors llama text-generation mergekit merge conversational en arxiv:2311.03099 arxiv:2306.01708 base_model:aaditya/Llama3-OpenBioLLM-70B base_model:finetune:aaditya/Llama3-OpenBioLLM-70B license:llama3 autotrain_compatible text-generation-inference endpoints_compatible region:us
---
base_model:
- aaditya/Llama3-OpenBioLLM-70B
language:
- en
library_name: transformers
license: llama3
tags:
- mergekit
- merge
---
# Llama-3-Galen-70B-v1

<img src="https://cdn-uploads.huggingface.co/production/uploads/60c8619d95d852a24572b025/R73wGdZE3GWeF9QZPvruG.jpeg" width="600" /> 

This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).

## Merge Details
### Merge Method

This model was merged using the [DARE](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using [aaditya/Llama3-OpenBioLLM-70B](https://huggingface.co/aaditya/Llama3-OpenBioLLM-70B) as a base.

### Evaluation

|        Tasks        |Version|Filter|n-shot| Metric |Value |   |Stderr|
|---------------------|-------|------|-----:|--------|-----:|---|-----:|
|pubmedqa             |      1|none  |     0|acc     |0.7820|±  |0.0185|
|professional_medicine|      0|none  |     0|acc     |0.9375|±  |0.0147|
|medical_genetics     |      0|none  |     0|acc     |0.9300|±  |0.0256|
|college_medicine     |      0|none  |     0|acc     |0.8555|±  |0.0268|
|college_biology      |      0|none  |     0|acc     |0.9375|±  |0.0202|
|clinical_knowledge   |      0|none  |     0|acc     |0.9283|±  |0.0159|
|anatomy              |      0|none  |     0|acc     |0.8444|±  |0.0313|
|medqa_4options       |Yaml   |none  |     0|acc     |0.7777|±  |0.0117|
|                     |       |none  |     0|acc_norm|0.7777|±  |0.0117|
|medmcqa              |Yaml   |none  |     0|acc     |0.7423|±  |0.0068|
|                     |       |none  |     0|acc_norm|0.7423|±  |0.0068|

**Average:** 0.8594
