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Model: daspartho/prompt-extend
Source: Original Platform

README.md

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+---
+license: mit
+tags:
+- generated_from_trainer
+model-index:
+- name: prompt-extend
+  results: []
+---
+[![Generic badge](https://img.shields.io/badge/🤗-Open%20in%20Spaces-blue.svg)](https://huggingface.co/spaces/daspartho/prompt-extend)
+
+# Prompt Extend
+
+Text generation model for generating suitable style cues given the main idea for a prompt.
+
+It is a GPT-2 model trained on [dataset](https://huggingface.co/datasets/daspartho/stable-diffusion-prompts) of stable diffusion prompts.
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 0.0001
+- train_batch_size: 128
+- eval_batch_size: 256
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: cosine
+- lr_scheduler_warmup_ratio: 0.1
+- num_epochs: 5
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch | Step  | Validation Loss |
+|:-------------:|:-----:|:-----:|:---------------:|
+| 3.7436        | 1.0   | 12796 | 2.5429          |
+| 2.3292        | 2.0   | 25592 | 2.0711          |
+| 1.9439        | 3.0   | 38388 | 1.8447          |
+| 1.7059        | 4.0   | 51184 | 1.7325          |
+| 1.5775        | 5.0   | 63980 | 1.7110          |
+
+
+### Framework versions
+
+- Transformers 4.24.0
+- Pytorch 1.13.0+cu117
+- Datasets 2.7.1
+- Tokenizers 0.13.2