README.md

---
library_name: transformers
license: llama2
---

# Llama-3-Smaug-8B

### Built with Meta Llama 3


![image/png](https://cdn-uploads.huggingface.co/production/uploads/64c14f95cac5f9ba52bbcd7f/OrcJyTaUtD2HxJOPPwNva.png)

This model was built using the Smaug recipe  for improving performance on real world multi-turn conversations applied to 
[meta-llama/Meta-Llama-3-8B](https://huggingface.co/meta-llama/Meta-Llama-3-8B).

### Model Description

- **Developed by:** [Abacus.AI](https://abacus.ai)
- **License:** https://llama.meta.com/llama3/license/
- **Finetuned from model:** [meta-llama/Meta-Llama-3-8B](https://huggingface.co/meta-llama/Meta-Llama-3-8B).


## Evaluation

```
########## First turn ##########
                   score
model             turn
llama3-8b-smaug-2-merged-600 1   8.79375
llama3-8b-smaug-2-merged-150 1   8.71250
llama3-8b-smaug-2-merged-300 1   8.66250
base_Meta-Llama-3-8B-Instruct 1   8.53125
llama3-8b-smaug-2-merged-450 1   8.42500
########## Second turn ##########
                   score
model             turn
llama3-8b-smaug-2-merged-450 2   7.8125
llama3-8b-smaug-2-merged-300 2   7.7375
llama3-8b-smaug-2-merged-600 2   7.7250
llama3-8b-smaug-2-merged-150 2   7.7125
base_Meta-Llama-3-8B-Instruct 2   7.5500
########## Average ##########
                 score
model
llama3-8b-smaug-2-merged-600  8.259375
llama3-8b-smaug-2-merged-150  8.212500
llama3-8b-smaug-2-merged-300  8.200000
llama3-8b-smaug-2-merged-450  8.118750
base_Meta-Llama-3-8B-Instruct 8.040625
```

| Model | First turn | Second Turn | Average |
| :---- | ---------: | ----------: | ------: |
| llama3-8b-smaug-2-merged-600 | **8.79** | 7.73 | **8.26** |
| llama3-8b-smaug-2-merged-450 | 8.43 | **7.81** | 8.12 |
| llama3-8b-smaug-2-merged-300 | 8.66 | 7.74 | 8.20 |
| llama3-8b-smaug-2-merged-150 | 8.71 | 7.71 | 8.21 |
| Meta-Llama-3-8B-Instruct | 8.53 |  7.55 | 8.04 |