bigscience-workshop / bigscience-workshop/training_dynamics
Implement auxiliary prediction tasks (from: Fine-grained Analysis of Sentence Embeddings Using Auxiliary Prediction Tasks)
- Dominant language
- No language data
- Stars
- 5
- Forks
- 4
- PR merge metrics
- No merged PRs in 30d
Description
it seems like there is no implementation available so the actual todo is:
- [ ] implement the paper
- [ ] provide an api like `import auxiliary_tasks_interpret; auxiliary_tasks_interpret(huggingface_model_name, path_to_data)`
Contributor guide
No contributing guide indexed for this repository
Research direction
Start by reading the paper named in the issue and inspect the repository for any existing entry points related to sentence embeddings or prediction tasks. The requested work is complete when the paper's auxiliary tasks are implemented and the repository exposes the proposed import auxiliary_tasks_interpret(huggingface_model_name, path_to_data) API.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- huggingface, python
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 20/100