| --- |
| license: apache-2.0 |
| language: |
| - en |
| task_categories: |
| - feature-extraction |
| tags: |
| - t5 |
| - flan |
| size_categories: |
| - 100K<n<1M |
| --- |
| All of the data together is around 41GB. It's the last hidden states of 131,072 samples from refinedweb padded/truncated to 512 tokens on the left, fed through [google/flan-t5-small](https://hf.co/google/flan-t5-small). |
|
|
| Structure: |
|
|
| ``` |
| { |
| "encoding": List, shaped (512, 512) aka (tokens, d_model), |
| "text": String, the original text that was encoded, |
| "attention_mask": List, binary mask to pass to your model with encoding to not attend to pad tokens |
| } |
| ``` |
|
|
| just a tip, you cannot load this with the RAM in the free ver of google colab, not even a single file, streaming won't work either. I have 80gb RAM and it was barely enough to work with streaming. |
