Wing Lian 2ea70ebbd8 ORPO (#1419) ...

* orpo trainer

* rl handling for orpo

* support for remove_unused_columns

* orpo fixes

* fix loader for orpo

* chore: lint

* fix default for remove_unused_columns

* roll ORPO into the main AxolotlTrainer so it can be compatible with some of the other techniques like relora

* better handling of system message for orpo

* revert system prompt changes for chat templtes

* no need for else condition

* split dataset parsing into it's own component

2024-03-18 13:10:00 -04:00

..

core

add gptneox embeddings, fix phi2 inputs, also fix the casting (#1083)

2024-01-10 22:32:43 -05:00

e2e

run tests again on Modal (#1289) [skip ci]

2024-02-29 14:26:26 -05:00

fixtures

Respect sequence_len in config for type: llama2_chat (#926)

2023-12-12 09:39:22 -08:00

monkeypatch

support for true batches with multipack (#1230)

2024-02-01 10:18:42 -05:00

prompt_strategies

Add Glaive conversation format support (#1365)

2024-03-10 20:50:25 -04:00

utils

Add shifted sparse attention (#973) [skip-ci]

2024-01-18 10:16:07 -05:00

test_data.py

Fix pretraining with iterable/streaming Dataset (#556)

2023-09-13 00:16:40 -04:00

test_dict.py

Pydantic 2.x cfg (#1239)

2024-02-26 12:24:14 -05:00

test_expand_mask.py

Attention mask and position id fixes for packing (#285)

2023-08-12 15:14:56 -04:00

test_freeze.py

Train parameters exclusively in specific ranges (#1390)

2024-03-14 11:05:42 -04:00

test_normalize_config.py

more fixes 20240228 (#1342) [skip ci]

2024-02-28 12:57:45 -05:00

test_packed_batch_sampler.py

support for true batches with multipack (#1230)

2024-02-01 10:18:42 -05:00

test_packed_dataset.py

Attention mask and position id fixes for packing (#285)

2023-08-12 15:14:56 -04:00

test_packed_pretraining.py

Pretrain transforms (#1261)

2024-02-06 00:37:03 -05:00

test_prompt_tokenizers.py

ORPO (#1419)

2024-03-18 13:10:00 -04:00

test_prompters.py

Attention mask and position id fixes for packing (#285)

2023-08-12 15:14:56 -04:00

test_schedulers.py

Scheduler implementation of Continual Pre-Training of Large Language Models: How to (re)warm your model? (#1273)

2024-02-12 21:23:28 -08:00

test_tokenizers.py

Support for additional_special_tokens (#1221) [skip ci]

2024-01-31 18:13:13 -05:00

test_validation.py

fix for protected model_ namespace w pydantic (#1345)

2024-02-28 15:07:49 -05:00