---
library_name: transformers  
tags: [bloom-560m, lora]
---

# Model Card for Model ID

This model card describes a  transformers model based on the Bloom 560m architecture, fine-tuned with LORA (Linear Regression for Out-of-Distribution Adaptation). This model is intended for advanced users familiar with large language models and LORA.

### Model Description

This is a Bloom 560m model fine-tuned with LORA. Bloom 560m is a factual language model from Adept AI, trained on a massive dataset of text and code. LORA is a technique for adapting a pre-trained model to new data without retraining the entire model.


- **Developed by:** Tayyib Ul Hassan
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- **Model type:** Causal LLM
- **Language(s) (NLP):** English
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- **Finetuned from model:** Bloom 560m (original model by Adept AI)

### Model Sources

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- **Paper:** [Link to paper!](https://arxiv.org/abs/2211.05100)