Commit Graph

8 Commits (d888c3787c38e6cd3a00193a1cac4939dd56a377)

Author SHA1 Message Date
YeAnbang d888c3787c add benchmark for sft, dpo, simpo, orpo. Add benchmarking result. Support lora with gradient checkpoint 2024-07-10 10:17:08 +00:00
YeAnbang c8d1b4a968 add orpo 2024-06-27 07:20:28 +00:00
YeAnbang 82aecd6374 add SimPO 2024-06-24 02:12:20 +00:00
YeAnbang 2abdede1d7 fix readme 2024-06-10 01:08:42 +00:00
YeAnbang 0d7ff10ea5 replace the customized dataloader setup with the build-in one 2024-06-07 09:43:42 +00:00
YeAnbang 0b4a33548c moupdate ci tests, st ci test cases passed, tp failed in generation for ppo, sp is buggy 2024-06-07 07:01:31 +00:00
YeAnbang 7a7e86987d upgrade colossal-chat support tp_group>1, add sp for sft 2024-06-07 07:01:30 +00:00
YeAnbang df5e9c53cf
[ColossalChat] Update RLHF V2 (#5286)
* Add dpo. Fix sft, ppo, lora. Refactor all

* fix and tested ppo

* 2 nd round refactor

* add ci tests

* fix ci

* fix ci

* fix readme, style

* fix readme style

* fix style, fix benchmark

* reproduce benchmark result, remove useless files

* rename to ColossalChat

* use new image

* fix ci workflow

* fix ci

* use local model/tokenizer for ci tests

* fix ci

* fix ci

* fix ci

* fix ci timeout

* fix rm progress bar. fix ci timeout

* fix ci

* fix ci typo

* remove 3d plugin from ci temporary

* test environment

* cannot save optimizer

* support chat template

* fix readme

* fix path

* test ci locally

* restore build_or_pr

* fix ci data path

* fix benchmark

* fix ci, move ci tests to 3080, disable fast tokenizer

* move ci to 85

* support flash attention 2

* add all-in-one data preparation script. Fix colossal-llama2-chat chat template

* add hardware requirements

* move ci test data

* fix save_model, add unwrap

* fix missing bos

* fix missing bos; support grad accumulation with gemini

* fix ci

* fix ci

* fix ci

* fix llama2 chat template config

* debug sft

* debug sft

* fix colossalai version requirement

* fix ci

* add sanity check to prevent NaN loss

* fix requirements

* add dummy data generation script

* add dummy data generation script

* add dummy data generation script

* add dummy data generation script

* update readme

* update readme

* update readme and ignore

* fix logger bug

* support parallel_output

* modify data preparation logic

* fix tokenization

* update lr

* fix inference

* run pre-commit

---------

Co-authored-by: Tong Li <tong.li352711588@gmail.com>
2024-03-29 14:12:29 +08:00