Instructions to use Phudish/Merged_imdb with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Phudish/Merged_imdb with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="Phudish/Merged_imdb")# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("Phudish/Merged_imdb") model = AutoModelForSequenceClassification.from_pretrained("Phudish/Merged_imdb", device_map="auto") - Notebooks
- Google Colab
- Kaggle
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Download README.md from Phudish/Merged_imdb: direct link, hf CLI and curl.
- Browser
- Download file 1.09 kB
-
https://huggingface.co/Phudish/Merged_imdb/resolve/main/README.md
- Command line
-
hf download hf://Phudish/Merged_imdb/README.md
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curl -L -o README.md https://huggingface.co/Phudish/Merged_imdb/resolve/main/README.md
1.09 kB
| base_model: | |
| - Phudish/imdb_finetune_epoch_1_gpt2 | |
| - Phudish/imdb_finetune_epoch_5_gpt2 | |
| library_name: transformers | |
| tags: | |
| - mergekit | |
| - merge | |
| # finetune_gpt2_merged_base | |
| This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit). | |
| ## Merge Details | |
| ### Merge Method | |
| This model was merged using the [linear](https://arxiv.org/abs/2203.05482) merge method. | |
| ### Models Merged | |
| The following models were included in the merge: | |
| * [Phudish/imdb_finetune_epoch_1_gpt2](https://huggingface.co/Phudish/imdb_finetune_epoch_1_gpt2) | |
| * [Phudish/imdb_finetune_epoch_5_gpt2](https://huggingface.co/Phudish/imdb_finetune_epoch_5_gpt2) | |
| ### Configuration | |
| The following YAML configuration was used to produce this model: | |
| ```yaml | |
| dtype: float16 | |
| merge_method: linear | |
| slices: | |
| - sources: | |
| - layer_range: [0, 12] | |
| model: | |
| model: | |
| path: Phudish/imdb_finetune_epoch_1_gpt2 | |
| parameters: | |
| weight: 1.0 | |
| - layer_range: [0, 12] | |
| model: | |
| model: | |
| path: Phudish/imdb_finetune_epoch_5_gpt2 | |
| parameters: | |
| weight: 1.0 | |
| ``` | |