Skip to content

add Transformers Requires for Tokenize datasets #5

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Open
wants to merge 1 commit into
base: main
Choose a base branch
from
Open

add Transformers Requires for Tokenize datasets #5

Changes from all commits
Commits
Show all changes
1 commit
Select commit
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
2 changes: 1 addition & 1 deletion README.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -12,7 +12,7 @@ This code was fairly quickly thrown together and may contains many, many bugs. F

## Tokenize datasets

First, we tokenize the data so we never have to worry about the tokenizer again. The tokenization script takes in a JSONL (each row containing the key `"text"` for the document text), and effectively concatenates, tokenizes, and slices into `max_seq_length` chunks.
*Requires using the **Transformers** PR [here](https://github.com/huggingface/transformers/pull/21955/), based on the fork [here](https://github.com/zphang/transformers/tree/llama_push). First, we tokenize the data so we never have to worry about the tokenizer again. The tokenization script takes in a JSONL (each row containing the key `"text"` for the document text), and effectively concatenates, tokenizes, and slices into `max_seq_length` chunks.

(This is a quick and dirty script that loads the whole dataset into memory.)

Expand Down