* fix: DPO tool role KeyError, dataset hash output_dir, config validators [skip-e2e]
- Add 'tool' to default role_map_inv in dpo/chat_template.py default() and
argilla_chat() so datasets with tool-call messages no longer raise
KeyError: 'tool' (closes#3217)
- Fix generate_dataset_hash_from_config to use canonical tokenizer config +
overrides content instead of tokenizer.name_or_path when added_tokens_overrides
is set, preventing cache busting when only output_dir changes (closes#3303)
- Add three Pydantic config validators to AxolotlConfigWCapabilities:
* save_strategy: 'best' requires metric_for_best_model
* streaming=True is incompatible with val_set_size > 0
* lora_target_modules list entries must be valid Python regex patterns
- Tests for all three changes
* review: condense comment in shared.py, swap Mistral model for SmolLM2-135M in test_hash
* chore: lint
* move the validators out of the w/ capabilities schema
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Co-authored-by: Wing Lian <wing@axolotl.ai>
* Deperecate dpo_norm_loss
* Rename chosen/rejected_input_ids to chosen/rejected_ids to match TRL https://github.com/huggingface/trl/pull/5179
* Remove deprecated rpo_alpha
* Remove dead_code tokenize_row
* Add _tokenize override to prevent double bos token on Llama DPO
* Fix DPO loss type now list not string
* Linting fix
* PR fixes
* update _tokenize override for DPO for multimodal
* Add test cases to verify that the problem exists in the underlying
* Update the handle_long_sequences function to correctly use Map instead of filter for the truncation strategy. Also remove the minimal length filtering from the truncate_long_samples function, and run it separately and before.
* fix: refactor and add test truncate for non-input id fields
* fix: refactor long seq handling fn
* fix: refactor duplicate fn and simplify route
* add additional tests and make them work on mac
* handle logging exception on empty datasets
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Co-authored-by: 2ndset bot <bot@2ndset.ai>
Co-authored-by: NanoCode012 <nano@axolotl.ai>
Co-authored-by: Wing Lian <wing@axolotl.ai>
