初始化项目,由ModelHub XC社区提供模型
Model: ContextualAI/archangel_sft_pythia2-8b Source: Original Platform
This commit is contained in:
57
README.md
Normal file
57
README.md
Normal file
@@ -0,0 +1,57 @@
|
||||
---
|
||||
license: apache-2.0
|
||||
datasets:
|
||||
- stanfordnlp/SHP
|
||||
- Anthropic/hh-rlhf
|
||||
- OpenAssistant/oasst1
|
||||
language:
|
||||
- en
|
||||
metrics:
|
||||
- accuracy
|
||||
tags:
|
||||
- human feedback
|
||||
- rlhf
|
||||
- preferences
|
||||
- alignment
|
||||
- HALO
|
||||
- halos
|
||||
- dpo
|
||||
- rl
|
||||
---
|
||||
|
||||

|
||||
|
||||
This repo contains the model checkpoints for:
|
||||
- model family <b>pythia2-8b</b>
|
||||
- optimized with the loss <b>SFT</b>
|
||||
- aligned using the SHP, Anthropic HH and Open Assistant datasets.
|
||||
|
||||
To prompt Archangel models, ensure that the format is consistent with that of TuluV2.
|
||||
For example, a prompt should be formatted as follows, where `<|user|>` corresponds to the human's role and `<|assistant|>` corresponds to the LLM's role.
|
||||
The human should speak first:
|
||||
```
|
||||
<|user|>
|
||||
Hi! I'm looking for a cake recipe.
|
||||
<|assistant|>
|
||||
What kind of cake?
|
||||
<|user|>
|
||||
Chocolate cake.
|
||||
<|assistant|>
|
||||
```
|
||||
Note that a beginning-of-sequence (BOS) token is automatically added by all Archangel models during tokenization and does not have to be added by you. No end-of-sequence (EOS) token is added to the prompt.
|
||||
|
||||
For models trained with our conditional SFT model, the tokenizers have additional tokens `<|good|>` and `<|bad|>` included in the embeddings.
|
||||
To generate with these control tokens in the context, postpend either to the prompt.
|
||||
|
||||
Please refer to our [code repository](https://github.com/ContextualAI/HALOs) or [blog](https://contextual.ai/better-cheaper-faster-llm-alignment-with-kto/) which contains intructions for training your own HALOs and links to our model cards.
|
||||
|
||||
If you find this repo or the technical paper useful in your research, please feel free to cite [our work](https://github.com/ContextualAI/HALOs/blob/main/assets/report.pdf):
|
||||
```
|
||||
@techreport{ethayarajh2023halos,
|
||||
author = {Ethayarajh, Kawin and Xu, Winnie, and Jurafsky, Dan and Kiela, Douwe},
|
||||
title = {Human-Centered Loss Functions (HALOs)},
|
||||
institution = {Contextual AI},
|
||||
note = {https://github.com/ContextualAI/HALOs/blob/main/assets/report.pdf},
|
||||
year = {2023},
|
||||
}
|
||||
```
|
||||
Reference in New Issue
Block a user