Pose context length ext #1567
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Pose context length ext #1567
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arkapal3
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Apr 25, 2024
src/axolotl/utils/trainer.py
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| i for i, token_id in enumerate(input_ids) if token_id in split_on_token_ids | ||
| ] | ||
| else: | ||
| split_indices = [sample_len // chunks] |
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I don't think this is going to work for any n_chunks > 2 right?
djsaunde
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Dec 17, 2024
* PoSE wip * fixes for pose splitting * set pose context len so we can pick that up seperately from the usable training context len * support min sample len and define num chunks * fix chunk splitting * support for curriculum/ordered learning with pose * fix sequence len sort * add curriculum_sampling to pydantic
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PoSE paper: https://huggingface.co/papers/2309.10400
Model: https://huggingface.co/winglian/Llama-3-8b-64k-PoSE
YAML: https://huggingface.co/winglian/Llama-3-8b-64k-PoSE/blob/main/axolotl/pose.yaml
Add the PoSE technique for extending context length without needing long context data.