---
license: mit
task_categories:
- text-generation
language:
- en
tags:
- model_configs
- json
- hfmc
- harley-ml
- configs
- model_json_configs
size_categories:
- 10K<n<100K
---

# HFMC

HFMC stands for "Hugging Face Model Configs." This dataset has over 7k json model configs from Hugging Face. We used the [Hugging Face API](https://huggingface.co/docs/hub/api) to scrape each one.

## Stats

| Metric             | Value     |
|--------------------|-----------|
| Tokens (GPT2)      | 7,117,346 |
| Entries            |    18,781 |
| Tokens/Entry (med) |       318 |
| Words              | 1,420,637 |
| Words/Entry (med)  |        62 |

We counted the tokens using [GPT2](https://huggingface.co/openai-community/gpt2)'s tokenizer.
## Cleaning

We deduped, filtered via lang (only English), and length (1024 tokens using an in-domain tokenizer).

## Use Cases

1. Pretraining or fine-tuning small models.
2. Including HFMC in a much larger dataset for coverage