Commit Graph

17 Commits (816add7e7f4844aa381d14af17cabcca121799e2)

Author SHA1 Message Date
Hongxin Liu 842768a174
[chat] refactor model save/load logic (#3654)
* [chat] strategy refactor unwrap model

* [chat] strategy refactor save model

* [chat] add docstr

* [chat] refactor trainer save model

* [chat] fix strategy typing

* [chat] refactor trainer save model

* [chat] update readme

* [chat] fix unit test
2023-04-27 18:41:49 +08:00
Hongxin Liu 6ef7011462
[chat] remove lm model class (#3653)
* [chat] refactor lora

* [chat] remove lm class

* [chat] refactor save model

* [chat] refactor train sft

* [chat] fix ci

* [chat] fix ci
2023-04-27 15:37:38 +08:00
Hongxin Liu 2a951955ad
[chat] refactor trainer (#3648)
* [chat] ppo trainer remove useless args

* [chat] update examples

* [chat] update benchmark

* [chat] update examples

* [chat] fix sft training with wandb

* [chat] polish docstr
2023-04-26 18:11:49 +08:00
Hongxin Liu f8288315d9
[chat] polish performance evaluator (#3647) 2023-04-26 17:34:59 +08:00
Hongxin Liu 50793b35f4
[gemini] accelerate inference (#3641)
* [gemini] support don't scatter after inference

* [chat] update colossalai strategy

* [chat] fix opt benchmark

* [chat] update opt benchmark

* [gemini] optimize inference

* [test] add gemini inference test

* [chat] fix unit test ci

* [chat] fix ci

* [chat] fix ci

* [chat] skip checkpoint test
2023-04-26 16:32:40 +08:00
ddobokki df309fc6ab
[Chat] Remove duplicate functions (#3625) 2023-04-24 12:23:15 +08:00
digger-yu d7bf284706
[chat] polish code note typo (#3612) 2023-04-20 17:22:15 +08:00
Yuanchen 1ec0d386a9
reconstruct chat trainer and fix training script (#3588)
Co-authored-by: Yuanchen Xu <yuanchen.xu00@gmail.com>
2023-04-18 16:44:03 +08:00
tingfeng cao 7788e0b0a5
fix: fix sft (#3568) 2023-04-17 16:47:44 +08:00
csric e355144375
[chatgpt] Detached PPO Training (#3195)
* run the base

* working on dist ppo

* sync

* detached trainer

* update detached trainer. no maker update function

* facing init problem

* 1 maker 1 trainer detached run. but no model update

* facing cuda problem

* fix save functions

* verified maker update

* nothing

* add ignore

* analyize loss issue

* remove some debug codes

* facing 2m1t stuck issue

* 2m1t verified

* do not use torchrun

* working on 2m2t

* working on 2m2t

* initialize strategy in ray actor env

* facing actor's init order issue

* facing ddp model update issue (need unwarp ddp)

* unwrap ddp actor

* checking 1m2t stuck problem

* nothing

* set timeout for trainer choosing. It solves the stuck problem!

* delete some debug output

* rename to sync with upstream

* rename to sync with upstream

* coati rename

* nothing

* I am going to detach the replaybuffer from trainer and make it a Ray Actor. Two benefits: 1. support TP trainer. 2. asynchronized buffer operations

* experience_maker_holder performs target-revolving _send_experience() instead of length comparison.

* move code to ray subfolder

* working on pipeline inference

* apply comments

---------

Co-authored-by: csric <richcsr256@gmail.com>
2023-04-17 14:46:50 +08:00
zhang-yi-chi e6a132a449
[chat]: add vf_coef argument for PPOTrainer (#3318) 2023-04-11 09:54:59 +08:00
YY Lin 62f4e2eb07
[Chat]Add Peft support & fix the ptx bug (#3433)
* Update ppo.py

Fix the bug of fetching wrong batch data

* Add peft model support in SFT and Prompts training

In stage-1 and stage-3, the peft model supports are added. So the trained artifacts will be only a small lora additions instead of the whole bunch of files.

* Delete test_prompts.txt

* Delete test_pretrained.txt

* Move the peft stuffs to a community folder.

* Move the demo sft to community

* delete dirty files

* Add instructions to install peft using source

* Remove Chinese comments

* remove the Chinese comments
2023-04-06 11:54:52 +08:00
Dr-Corgi 73afb63594
[chat]fix save_model(#3377)
The function save_model should be a part of PPOTrainer.
2023-04-06 11:19:14 +08:00
Yuanchen b92313903f
fix save_model indent error in ppo trainer (#3450)
Co-authored-by: Yuanchen Xu <yuanchen.xu00@gmail.com>
2023-04-05 09:45:42 +08:00
Yuanchen 773955abfa
fix save_model inin naive and ddp strategy (#3436)
Co-authored-by: Yuanchen Xu <yuanchen.xu00@gmail.com>
2023-04-04 15:30:01 +08:00
ver217 26b7aac0be
[zero] reorganize zero/gemini folder structure (#3424)
* [zero] refactor low-level zero folder structure

* [zero] fix legacy zero import path

* [zero] fix legacy zero import path

* [zero] remove useless import

* [zero] refactor gemini folder structure

* [zero] refactor gemini folder structure

* [zero] refactor legacy zero import path

* [zero] refactor gemini folder structure

* [zero] refactor gemini folder structure

* [zero] refactor gemini folder structure

* [zero] refactor legacy zero import path

* [zero] fix test import path

* [zero] fix test

* [zero] fix circular import

* [zero] update import
2023-04-04 13:48:16 +08:00
Fazzie-Maqianli b0ce5a1032
[Coati] first commit (#3283) 2023-03-28 20:25:36 +08:00