| # Arch/Scaling baselines (tr3) | |
| This folder contains the training scripts for the architecture and scaling baseline runs: no fancy tricks, just GPT2. Here are links to the respective tensorboards: | |
| | Size | 1B3 | 760M | 350M | 125M | | |
| |--------------------- |----- |------ |------ |------ | | |
| | C4 + low warmup | [a](https://huggingface.co/bigscience/tr3-1B3-modeling-baseline-tensorboard) | [b](https://huggingface.co/bigscience/tr3b-760M-modeling-baseline-tensorboard) | [c](https://huggingface.co/bigscience/tr3c-350M-modeling-baseline-tensorboard) | | | |
| | OSCAR + low warmup | [f](https://huggingface.co/bigscience/tr3f-1B3-diagnostic2-low-warmup-oscar-tensorboard) | | | | | |
| | C4 + high warmup | [e](https://huggingface.co/bigscience/tr3e-1B3-diagnostic1-warmup-c4-tensorboard) | | | | | |
| | OSCAR + high warmup | **[d (current baseline)](https://huggingface.co/bigscience/tr3d-1B3-more-warmup-tensorboard)** | [g](https://huggingface.co/bigscience/tr3g-760M-v2-tensorboard) | [h](https://huggingface.co/bigscience/tr3h-350M-v2-tensorboard) | [i](https://huggingface.co/bigscience/tr3i-125M-v2-tensorboard) | | |
| | Pile + high warmup | [m](https://huggingface.co/bigscience/tr3m-1B3-pile-tensorboard) | [j](https://huggingface.co/bigscience/tr3j-760M-pile-tensorboard) | [k](https://huggingface.co/bigscience/tr3k-350M-pile-tensorboard) | [l](https://huggingface.co/bigscience/tr3l-125M-pile-tensorboard) | | |
| # emb-norm | |
| a full re-run of `tr3m-1B3-pile-tensorboard` with `--embed-layernorm` enabled | |
| [script](tr3m-1B3-emb-norm-pile.slurm) | |
| results: | |
| - added `emb-norm` to https://huggingface.co/bigscience/tr3m-1B3-pile-tensorboard/tensorboard and moved the original run to `base`. Also upgraded the old TB to the new format so the new graph names match. | |
| - full standalone repo: https://huggingface.co/bigscience/tr3m-1B3-emb-norm-pile-logs/ with logs | |
| - last checkpoint saved in `$six_ALL_CCFRSTORE/checkpoints/tr3m-1B3-emb-norm-pile` | |