metadata
license: apache-2.0
language:
- en
- de
- es
- fr
tags:
- sft
inference: false
datasets:
- OpenAssistant/oasst1
Open-Assistant Llama2 70B SFT OASST
This model is a fine-tuning of Llama2 70B LLM. It was trained on a mixture of OASST top-1 threads.
Model Details
- Finetuned from: Llama2 70B
- Model type: Causal decoder-only transformer language model
- Language: English, German, Spanish, French (and limited capabilities in Italian, Portuguese, Polish, Dutch, Romanian, Czech, Swedish);
- License: Apache 2.0
- Contact: Open-Assistant Discord
Prompting
Two special tokens are used to mark the beginning of user and assistant turns:
<|prompter|> and <|assistant|>. Each turn ends with a </s> token.
Input prompt example:
<|prompter|>What is a meme, and what's the history behind this word?</s><|assistant|>
The input ends with the <|assistant|> token to signal that the model should
start generating the assistant reply.
Open LLM Leaderboard Evaluation Results
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 57.11 |
| ARC (25-shot) | 67.66 |
| HellaSwag (10-shot) | 87.24 |
| MMLU (5-shot) | 69.95 |
| TruthfulQA (0-shot) | 51.28 |
| Winogrande (5-shot) | 84.14 |
| GSM8K (5-shot) | 32.75 |
| DROP (3-shot) | 6.73 |