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
1a809eddaa
[chat] ChatGPT train prompts on ray example ( #3309 )
...
* [feat][chatgpt]train prompts on ray example
* [fix]simplify code
* [fix]remove depreciated parameter
* [fix]add dependencies
* [fix]method calling
* [fix]experience maker
* [fix]missing loss function
* [fix]init optimizer
* [feat]add usage comment
* [fix]rename files
* [fix]add readme
* [fix]file path
* [fix]move directory
---------
Co-authored-by: jiangwen <zxl265370@antgroup.com>
2023-04-13 18:18:36 +08:00
535b896435
[chat] polish tutorial doc ( #3551 )
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* [chat] clean up duplicate tutorial
* [chat] clean up duplicate tutorial
* [chat] clean up duplicate tutorial
* [chat] clean up duplicate tutorial
2023-04-13 18:11:48 +08:00
7182ac2a04
[chat]add examples of training with limited resources in chat readme ( #3536 )
...
Co-authored-by: Yuanchen Xu <yuanchen.xu00@gmail.com>
2023-04-12 15:47:09 +08:00
e6a132a449
[chat]: add vf_coef argument for PPOTrainer ( #3318 )
2023-04-11 09:54:59 +08:00
89fd10a1c9
[chat] add zero2 cpu strategy for sft training ( #3520 )
2023-04-10 19:00:13 +08:00
990d4c3e4e
[doc] hide diffusion in application path ( #3519 )
...
- [ ] Stable Diffusion
- [ ] Dreambooth
It's easy for users to think that we don't support them yet. Add them after migrating them from example to application
https://github.com/hpcaitech/ColossalAI/tree/main/examples/images
2023-04-10 17:52:24 +08:00
0c0455700f
[doc] add requirement and highlight application ( #3516 )
...
* [doc] add requirement and highlight application
* [doc] link example and application
2023-04-10 17:37:16 +08:00
635d0a1baf
[Chat Community] Update README.md (fixed#3487) ( #3506 )
...
* Update README.md
* Update README.md
* Update README.md
* Update README.md
---------
Co-authored-by: Fazzie-Maqianli <55798671+Fazziekey@users.noreply.github.com>
2023-04-10 14:36:39 +08:00
a7ca297281
[coati] Fix LlamaCritic ( #3475 )
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* mv LlamaForCausalLM to LlamaModel
* rm unused imports
---------
Co-authored-by: gongenlei <gongenlei@baidu.com>
2023-04-07 11:39:09 +08:00
891b8e7fac
[chat] fix stage3 PPO sample sh command ( #3477 )
2023-04-06 18:08:16 +08:00
6afeb1202a
add community example dictionary ( #3465 )
2023-04-06 15:04:48 +08:00
80eba05b0a
[test] refactor tests with spawn ( #3452 )
...
* [test] added spawn decorator
* polish code
* polish code
* polish code
* polish code
* polish code
* polish code
2023-04-06 14:51:35 +08:00
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
73afb63594
[chat]fix save_model( #3377 )
...
The function save_model should be a part of PPOTrainer.
2023-04-06 11:19:14 +08:00
57a3c4db6d
[chat]fix readme ( #3429 )
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* fix stage 2
fix stage 2
* add torch
2023-04-06 10:58:53 +08:00
72cb4dd433
[Chat] fix the tokenizer "int too big to convert" error in SFT training ( #3453 )
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* Add RoBERTa for RLHF Stage 2 & 3 (test)
RoBERTa for RLHF Stage 2 & 3 (still in testing)
* Revert "Add RoBERTa for RLHF Stage 2 & 3 (test)"
This reverts commit 06741d894d06741d894d
2023-04-06 09:30:28 +08:00
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
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
26b7aac0be
[zero] reorganize zero/gemini folder structure ( #3424 )
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* [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
b09adff724
[chat]fix sft training for bloom, gpt and opt ( #3418 )
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fix sft training for bloom, gpt and opt
2023-04-04 09:46:23 +08:00
30412866e0
[chatgpt] add pre-trained model RoBERTa for RLHF stage 2 & 3 ( #3223 )
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* Add RoBERTa for RLHF Stage 2 & 3 (test)
RoBERTa for RLHF Stage 2 & 3 (still in testing)
* Revert "Add RoBERTa for RLHF Stage 2 & 3 (test)"
This reverts commit 06741d894d06741d894d
2023-04-03 10:11:03 +08:00
82132f4e3d
[chat] correcting a few obvious typos and grammars errors ( #3338 )
2023-03-30 14:18:37 +08:00
0fbadce79c
[doc] added authors to the chat application ( #3307 )
2023-03-29 11:04:30 +08:00
b512893637
Polish readme link ( #3306 )
2023-03-29 10:25:50 +08:00
cb413ccf28
[format] applied code formatting on changed files in pull request 3300 ( #3302 )
...
Co-authored-by: github-actions <github-actions@github.com>
2023-03-29 09:28:24 +08:00
31c78f2be3
[doc] add ColossalChat news ( #3304 )
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* [doc] add ColossalChat news
* [doc] add ColossalChat news
2023-03-29 09:27:55 +08:00
e235a24673
[application] updated the README ( #3301 )
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* [application] updated the README
* polish code
2023-03-29 08:47:00 +08:00
8257e1055d
[chat]polish prompts training ( #3300 )
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* polish train_prompts
* polish readme
2023-03-29 08:44:16 +08:00
62f7156131
[coati] fix inference profanity check ( #3299 )
2023-03-29 04:26:35 +08:00
5134ad5d1a
[format] applied code formatting on changed files in pull request 3296 ( #3298 )
...
Co-authored-by: github-actions <github-actions@github.com>
2023-03-29 02:35:40 +08:00
c8b723d6c2
[chat]Update Readme ( #3296 )
...
* Update README.md
* Update README.md
* Update README.md
* update example readme
2023-03-29 02:32:17 +08:00
73b542a124
[coati] inference supports profanity check ( #3295 )
2023-03-29 02:14:35 +08:00
ce2cafae76
[coati] add repetition_penalty for inference ( #3294 )
2023-03-29 01:18:45 +08:00
a88ed0f83a
add limit ( #3293 )
2023-03-29 00:53:23 +08:00
c5484281aa
[ColossalChat]add cite for datasets ( #3292 )
2023-03-29 00:38:36 +08:00
ec7af22a43
fix image ( #3288 )
2023-03-28 23:34:21 +08:00
1f7d9afbf8
add example ( #3286 )
2023-03-28 23:07:15 +08:00
4905b21b94
[coati] fix inference output ( #3285 )
...
* [coati] fix inference requirements
* [coati] add output postprocess
* [coati] update inference readme
* [coati] fix inference requirements
2023-03-28 21:20:28 +08:00
bb6196e71a
remove chatgpt ( #3284 )
2023-03-28 20:29:09 +08:00
b0ce5a1032
[Coati] first commit ( #3283 )
2023-03-28 20:25:36 +08:00
d32ef94ad9
[doc] fix typo ( #3222 )
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* [doc] fix typo
* [doc] fix typo
2023-03-24 13:33:35 +08:00
78fd31f9c1
[chatgpt] add precision option for colossalai ( #3233 )
2023-03-24 12:15:06 +08:00
bd39877da4
support instrcut training ( #3230 )
2023-03-24 11:45:01 +08:00
9bc702ab48
[doc] update chatgpt doc paper link ( #3229 )
...
#issue 3189
2023-03-24 11:21:39 +08:00
bbac6760e5
fix torch version ( #3225 )
2023-03-23 20:56:35 +08:00
fa97a9cab4
[chatgpt] unnify datasets ( #3218 )
2023-03-23 17:38:30 +08:00
4fd4bd9d9a
[chatgpt] support instuct training ( #3216 )
2023-03-23 16:46:20 +08:00
9998d5ef64
[chatgpt]add reward model code for deberta ( #3199 )
...
Co-authored-by: Yuanchen Xu <yuanchen.xu00@gmail.com>
2023-03-22 19:09:39 +08:00
1e1b9d2fea
[chatgpt]support llama ( #3070 )
2023-03-22 15:44:31 +08:00
b429529365
[chatgpt] add supervised learning fine-tune code ( #3183 )
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* [chatgpt] add supervised fine-tune code
* [chatgpt] delete unused code and modified comment code
* [chatgpt] use pytorch distributed sampler instead
---------
Co-authored-by: zhangpengpeng <zhangpengpeng@joyy.com>
2023-03-22 09:59:42 +08:00
7548ca5a54
[chatgpt]Reward Model Training Process update ( #3133 )
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* add normalize function to value_head in bloom rm
* add normalization to value_function in gpt_rm
* add normalization to value_head of opt_rm
* add Anthropic/hh-rlhf dataset
* Update __init__.py
* Add LogExpLoss in RM training
* Update __init__.py
* update rm trainer to use acc as target
* update example/train_rm
* Update train_rm.sh
* code style
* Update README.md
* Update README.md
* add rm test to ci
* fix tokenier
* fix typo
* change batchsize to avoid oom in ci
* Update test_ci.sh
2023-03-20 09:59:06 +08:00
1e58d31bb7
[chatgpt] fix trainer generate kwargs ( #3166 )
2023-03-17 17:31:22 +08:00
c474fda282
[chatgpt] fix ppo training hanging problem with gemini ( #3162 )
...
* [chatgpt] fix generation early stopping
* [chatgpt] fix train prompts example
2023-03-17 15:41:47 +08:00
3c01280a56
[doc] add community contribution guide ( #3153 )
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* [doc] update contribution guide
* [doc] update contribution guide
* [doc] add community contribution guide
2023-03-17 11:07:24 +08:00
23cd5e2ccf
[chatgpt]update ci ( #3087 )
...
* [chatgpt]update ci
* Update test_ci.sh
* Update test_ci.sh
* Update test_ci.sh
* test
* Update train_prompts.py
* Update train_dummy.py
* add save_path
* polish
* add save path
* polish
* add save path
* polish
* delete bloom-560m test
delete bloom-560m test because of oom
* add ddp test
2023-03-14 11:01:17 +08:00
68577fbc43
[chatgpt]Fix examples ( #3116 )
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* fix train_dummy
* fix train-prompts
2023-03-13 11:12:22 +08:00
0672b5afac
[chatgpt] fix lora support for gpt ( #3113 )
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* fix gpt-actor
* fix gpt-critic
* fix opt-critic
2023-03-13 10:37:41 +08:00
191daf7411
[chatgpt] type miss of kwargs ( #3107 )
2023-03-13 00:00:02 +08:00
c9dd036592
[chatgpt] fix lora save bug ( #3099 )
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* fix colo-stratergy
* polish
* fix lora
* fix ddp
* polish
* polish
2023-03-10 17:58:10 +08:00
02ae80bf9c
[chatgpt]add flag of action mask in critic( #3086 )
2023-03-10 14:40:14 +08:00
b51bfec357
[chatgpt] change critic input as state ( #3042 )
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* fix Critic
* fix Critic
* fix Critic
* fix neglect of attention mask
* fix neglect of attention mask
* fix neglect of attention mask
* add return
---------
Co-authored-by: yangwenjun <yangwenjun@soyoung.com>
Co-authored-by: yangwjd <yangwjd@chanjet.com>
2023-03-08 15:18:02 +08:00
c21b11edce
change nn to models ( #3032 )
2023-03-07 16:34:22 +08:00
e86d9bb2e1
[format] applied code formatting on changed files in pull request 3025 ( #3026 )
...
Co-authored-by: github-actions <github-actions@github.com>
2023-03-07 12:55:17 +08:00
55dcd3051a
[chatgpt] fix readme ( #3025 )
2023-03-07 10:21:25 +08:00
287d60499e
[chatgpt] Add saving ckpt callback for PPO ( #2880 )
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* add checkpoint callback for chatgpt
* add save ckpt callbacks for ppo
---------
Co-authored-by: Fazzie-Maqianli <55798671+Fazziekey@users.noreply.github.com>
2023-03-07 10:13:25 +08:00
e588703454
[chatgpt]fix inference model load ( #2988 )
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* fix lora bug
* polish
* fix lora gemini
* fix inference laod model bug
2023-03-07 09:17:52 +08:00
0ff8406b00
[chatgpt] allow shard init and display warning ( #2986 )
2023-03-03 16:27:59 +08:00
f5ca0397dd
[chatgpt] fix lora gemini conflict in RM training ( #2984 )
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* fix lora bug
* polish
* fix lora gemini
2023-03-03 15:58:16 +08:00
19ad49fb3b
[chatgpt] making experience support dp ( #2971 )
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* [chatgpt] making experience support dp
* [chatgpt] update example test ci
* [chatgpt] update example test ci
* [chatgpt] update example test ci
* [chatgpt] update example test ci
* [chatgpt] update sampler
* [chatgpt] update example test ci
* [chatgpt] refactor sampler
* [chatgpt] update example test ci
2023-03-03 15:51:19 +08:00
c9e27f0d1b
[chatgpt]fix lora bug ( #2974 )
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* fix lora bug
* polish
2023-03-02 17:51:44 +08:00
82149e9d1b
[chatgpt] fix inference demo loading bug ( #2969 )
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* [chatgpt] fix inference demo loading bug
* polish
2023-03-02 16:18:33 +08:00
bbf9c827c3
[ChatGPT] fix README ( #2966 )
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* Update README.md
* fix README
* Update README.md
* Update README.md
---------
Co-authored-by: fastalgo <youyang@cs.berkeley.edu>
Co-authored-by: BlueRum <70618399+ht-zhou@users.noreply.github.com>
2023-03-02 15:00:05 +08:00
b0a8766381
[doc] fix chatgpt inference typo ( #2964 )
2023-03-02 11:22:08 +08:00
489a9566af
[chatgpt]add inference example ( #2944 )
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* [chatgpt] support inference example
* Create inference.sh
* Update README.md
* Delete inference.sh
* Update inference.py
2023-03-01 13:39:39 +08:00
8264cd7ef1
[doc] add env scope ( #2933 )
2023-02-28 15:39:51 +08:00
2e16f842a9
[chatgpt]support opt & gpt for rm training ( #2876 )
2023-02-22 16:58:11 +08:00
34ca324b0d
[chatgpt] Support saving ckpt in examples ( #2846 )
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* [chatgpt]fix train_rm bug with lora
* [chatgpt]support colossalai strategy to train rm
* fix pre-commit
* fix pre-commit 2
* [chatgpt]fix rm eval typo
* fix rm eval
* fix pre commit
* add support of saving ckpt in examples
* fix single-gpu save
2023-02-22 10:00:26 +08:00
3eebc4dff7
[chatgpt] fix rm eval ( #2829 )
...
* [chatgpt]fix train_rm bug with lora
* [chatgpt]support colossalai strategy to train rm
* fix pre-commit
* fix pre-commit 2
* [chatgpt]fix rm eval typo
* fix rm eval
* fix pre commit
2023-02-21 11:35:45 +08:00
b6a108cb91
[chatgpt] add test checkpoint ( #2797 )
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* [chatgpt] add test checkpoint
* [chatgpt] test checkpoint use smaller model
2023-02-20 15:22:36 +08:00
a619a190df
[chatgpt] update readme about checkpoint ( #2792 )
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* [chatgpt] add save/load checkpoint sample code
* [chatgpt] add save/load checkpoint readme
* [chatgpt] refactor save/load checkpoint readme
2023-02-17 12:43:31 +08:00
4ee311c026
[chatgpt] startegy add prepare method ( #2766 )
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* [chatgpt] startegy add prepare method
* [chatgpt] refactor examples
* [chatgpt] refactor strategy.prepare
* [chatgpt] support save/load checkpoint
* [chatgpt] fix unwrap actor
* [chatgpt] fix unwrap actor
2023-02-17 11:27:27 +08:00
a88bc828d5
[chatgpt] disable shard init for colossalai ( #2767 )
2023-02-16 20:09:34 +08:00
613efebc5c
[chatgpt] support colossalai strategy to train rm ( #2742 )
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* [chatgpt]fix train_rm bug with lora
* [chatgpt]support colossalai strategy to train rm
* fix pre-commit
* fix pre-commit 2
2023-02-16 11:24:07 +08:00
648183a960
[chatgpt]fix train_rm bug with lora ( #2741 )
2023-02-16 10:25:17 +08:00
7aacfad8af
fix typo ( #2721 )
2023-02-15 14:54:53 +08:00
9c0943ecdb
[chatgpt] optimize generation kwargs ( #2717 )
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* [chatgpt] ppo trainer use default generate args
* [chatgpt] example remove generation preparing fn
* [chatgpt] benchmark remove generation preparing fn
* [chatgpt] fix ci
2023-02-15 13:59:58 +08:00
d4d3387f45
[doc] add open-source contribution invitation ( #2714 )
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* [doc] fix typo
* [doc] add invitation
2023-02-15 11:08:35 +08:00
94f000515b
[doc] add Quick Preview ( #2706 )
2023-02-14 23:07:30 +08:00
8408c852a6
[app] fix ChatGPT requirements ( #2704 )
2023-02-14 22:48:15 +08:00
1b34701027
[app] add chatgpt application ( #2698 )
2023-02-14 22:17:25 +08:00
csric