Many of these use cases are low risk or for test purposes making the familiarity and ease of use of pickle files more attractive than the secure alternative. As the open source AI platform, we are left with the following options: - Ban pickle files entirely - Do nothing about pickle ...
This validation set was designed to be representative of the private test set on Kaggle since we knew from the competition description that the problems were of this level or harder. We found our models could solve about 60-65% of these problems. To measure the variance, we ran each ...
We encourage readers to build upon these ideas, test variations, and pursue their own research. Such efforts can lead to valuable insights and contribute meaningfully to the field. Conclusion LayerSkip leverages the synergy between early exit, layer dropout, and cache reuse to create a fast and ...
Later that year, on December 5th, Inception and MBZUAI announced the [AraGen Leaderboard](https://huggingface.co/blog/leaderboard-3c3h-aragen), the first generative tasks leaderboard for Arabic, introducing the 3C3H evaluation metric, which uses dynamic evaluation cycles with private test, and provi...