chansurgeplus
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README.md
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---
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license: apache-2.0
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datasets:
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- Anthropic/hh-rlhf
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language:
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- en
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pipeline_tag: text-generation
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tags:
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- text-generation-inference
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---
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# Model Card for OpenBezoar-HH-RLHF-SFT
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The OpenBezoar-HH-RLHF-SFT is an LLM that has been further instruction fine tuned version of [OpenBezoar-SFT](https://huggingface.co/SurgeGlobal/OpenBezoar-SFT) model on a subset of [Anthropic's HH-RLHF Dataset](https://huggingface.co/datasets/Anthropic/hh-rlhf).
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## Model Details
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- Base Model: [OpenBezoar-SFT](https://huggingface.co/SurgeGlobal/OpenBezoar-SFT)
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- Dataset used for SFT: First 100K examples of the [HH-RLHF](https://huggingface.co/datasets/Anthropic/hh-rlhf) dataset
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- Epochs: 1
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### Model Description
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Primary purpose of performing SFT on [OpenBezoar-SFT](https://huggingface.co/SurgeGlobal/OpenBezoar-SFT) is to minimize the distribution shift before applying Direct Preference Optimization (DPO) for human preferences alignment. For more information please refer to our paper.
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### Model Sources
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- **Repository:** [More Information Needed]
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- **Paper :** [More Information Needed]
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## Instruction Format
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We follow the typical format for instruction-based prompt templates, with a system prompt followed up by the user prompt. Both begins with a prefix and ends with two newline characters as described below. It is important to utilize this template in order to obtain best responses for instruction fine-tuning related tasks.
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```
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### System: {system}
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### Instruction: {instruction}
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### Response:
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```
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Notice that **no** end-of-sentence (eos) token is being appended.
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## Limitations
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- The model might not consistently show improved abilities to follow instructions, and it could respond inappropriately or get stuck in loops.
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- This model is not aligned to human preferences and therefore it may generate harmful and uncensored content.
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- Caution is urged against relying on this model for production or adjacent use-cases.
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## Citation
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<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
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**BibTeX:**
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[More Information Needed]
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