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v0.2.5

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@github-actions github-actions released this 07 Mar 00:31
· 2086 commits to main since this release

What's new

Fixed ✅

  • Fixed default value of --tokenizer argument to scripts/prepare_tulu_data.py to be an absolute path, not relative path, the script can be run from other directories.
  • Added the option to directly pass input embeddings to OLMo and OLMoForCausalLM.
  • Added support for Python 3.8.
  • Added code to throw an error if output_attentions is set to True in forward call to OLMoForCausalLM. This functionality hasn't been implemented yet.
  • Fixed running with data loading workers on LUMI

Added 🎉

  • Added output_hidden_states argument and associated functionality to OLMo and OLMoForCausalLM to return model intermediate hidden states.
  • Added MMLU downstream evaluation tasks, with prompt variations.
  • Added support for PyTorch v2.2.
  • Added ability to show logs from all ranks
  • Added option for QKV clipping.

Changed ⚠️

  • Refactor torch.load monkey patching for legacy checkpoint unsharding in anticipation of unsharding implementation change.

Commits

c499632 Add option for QKV clipping (#489)
31d8528 Pull checkpoint patch from mitchish-gqa-2
03d7643 Merge pull request #486 from allenai/shanea/monkey-patch-ctx-manager
fd3a57b Merge pull request #483 from allenai/shanea/storage-cleaner-unshard-improvements
1d264e4 Merge pull request #481 from allenai/WorkersOnLumi
70ad30c Merge pull request #480 from allenai/Firehose
493c0b8 Add MMLU prompt variants (#484)
cb711e2 Add support for PyTorch v2.2 (#476)
67d24f5 Merge pull request #468 from allenai/mmlu-downstream
0c58bee Fix bug when clipping is disabled
922db6a Only run the profiler through a single cycle (#463)
37ca789 Merge pull request #462 from allenai/epwalsh/fsdp-wrap-patch
cc36709 Add attn bias arg to HF wrapper (#458)
7f7abbb Merge pull request #451 from sarahwie/main
9fd9130 Add support for Python 3.8 (#448)
d9c0993 Require Python>=3.9 for now
97296e6 Merge pull request #442 from allenai/shanea/add-input-embedding-arg
3be4c1e add link to W&B logs for 1B run
d7d4de4 Add link to OLMo-7B-Twin-2T W&B logs
cf12108 Update README.md (#429)
15af668 freeze official configs for reproductions (#421)
7739fe1 Add link to W&B logs for OLMo-7B
80db5e3 Fix default value of --tokenizer
6765317 Add link to paper in README badge