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3,913 Commits 57 Branches 51 Tags 236 MiB
grpo_optimization
Commit Graph

47 Commits

Author SHA1 Message Date
Tong Li
973dea21c7 remove assert 2025-06-27 14:16:23 +08:00
Tong Li
90c3b12474 update assert 2025-06-27 13:14:35 +08:00
Tong Li
a0f8680e85 fix update 2025-06-27 09:52:50 +08:00
Tong Li
58cb4fb4f7 add profiling 2025-06-26 17:49:53 +08:00
Tong Li
8abf186ce2 fix behind 2025-06-26 10:27:00 +08:00
YeAnbang
c2561f826a fix bugs 2025-06-20 15:44:13 +08:00
YeAnbang
ff6696a9bb support n_behind, add profiling 2025-06-20 03:14:00 +00:00
YeAnbang
25599246c5 modify readme 2025-06-10 17:00:35 +08:00
YeAnbang
dc3033e68a support code generation tasks 2025-06-05 18:05:22 +08:00
YeAnbang
96faf54542 fix typ and parameter description 2025-06-05 15:41:14 +08:00
YeAnbang
58f8c9bb43 Merge branch 'grpo-latest' of https://github.com/hpcaitech/ColossalAI into grpo-latest-dev 2025-05-28 17:34:52 +08:00
Tong Li
de2ad3b206
fix default eval setting (#6321) 
Co-authored-by: Tong Li <tong.li35271158@gmail.com>
 2025-05-22 11:52:41 +08:00
YeAnbang
78a06f5ce3 fix missing tags parameter 2025-05-21 10:51:32 +08:00
YeAnbang
37663386bc fix metric calculation 2025-05-20 18:14:05 +08:00
YeAnbang
f8bd2db33f add uuid to rollout log 2025-05-20 09:45:56 +08:00
YeAnbang
116621d004 merge reward and eval 2025-05-19 11:53:47 +08:00
YeAnbang
107470a360 fix logging rollouts 2025-05-17 21:12:58 +08:00
YeAnbang
03b41d6fb5 upgrade reward functions 2025-05-16 18:04:38 +08:00
YeAnbang
203dfb1536 address conversation 2025-05-16 14:15:35 +08:00
YeAnbang
11a5854b50 remove redundant code and fix bugs 2025-05-16 14:08:23 +08:00
YeAnbang
094f119b3a merge 2025-05-14 18:13:47 +08:00
YeAnbang
50070c1e84 move logging to producer 2025-05-14 18:10:57 +08:00
Tong Li
aca547623f
[feat] Support prompt level dynamic (#6300) 
* adjust to dynamic prompt bs

* remove debug

* update pad seq (#6303)

Co-authored-by: Tong Li <tong.li35271158@gmail.com>

* adjust to dynamic prompt bs

* remove debug

* fix dp issue

* fix

* fix default settings

---------

Co-authored-by: Tong Li <tong.li35271158@gmail.com>
 2025-05-14 16:40:35 +08:00
YeAnbang
47a7dc7142 Support evaluation during training 2025-05-14 11:03:11 +08:00
YeAnbang
eb6b5dd62e
[fix] revert reward update and evaluation (#6295) 
* Revert "rewrite reward fn"

This reverts commit d06042b434.

* Revert "upgrade reward math verification"

This reverts commit a6085ff676.

* Revert "fix bug"

This reverts commit 01640ebd65.

* Revert "reuse comm-group"

This reverts commit bd61918dcf.

* Revert "Support evaluation during training"

This reverts commit 57a88395fe.
 2025-05-07 10:56:47 +08:00
YeAnbang
57a88395fe Support evaluation during training 2025-04-30 18:31:49 +08:00
Tong Li
5fd4bcb9d8
[feat] Sync shard model (#6289) 
* [feat] support hybrid parallel model sync

* update consumer and producer

* update files

* update producer

* remove print

* update

---------

Co-authored-by: duanjunwen <935724073@qq.com>
Co-authored-by: YeAnbang <44796419+YeAnbang@users.noreply.github.com>
Co-authored-by: Tong Li <tong.li35271158@gmail.com>
 2025-04-30 14:47:01 +08:00
YeAnbang
14f237ce7e
[feat] Support boxed math reward (#6284) 
* fix pp+tp, fix dataloader

* fixed plugin micro-batch size

* support boxed reward

* add boxed reward

* fix pp state dict incomplete issue

* Revert "fix pp state dict incomplete issue"

This reverts commit 6c1b3b694f.
 2025-04-29 16:46:47 +08:00
YeAnbang
2ca1e3c630
fix pp+tp, fix dataloader (#6280) 2025-04-28 17:10:00 +08:00
YeAnbang
38008858e4
fix checkpoint naming; add num_epoch parameter (#6277) 2025-04-26 14:00:28 +08:00
YeAnbang
26d859f68e
[feat] Support DAPO (#6263) 
* update help information

* update style

* fix

* minor fix

* support PP training

* add pp support

* remove unused code

* address conversation

* fix memory leakage support tp+pp

* move empty cache

* move empty cache

* add DAPO support

* remove format reward

* fix filtering, still buggy

* small fix

* add DAPO support

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* tested multi-node training; fix bind_batch bug

* fix conversation; support sleep mode

* support reusing excessive samples

* add dynamic batching control flag

* add dynamic batching control flag

* refactored

* fix logging

---------

Co-authored-by: Tong Li <tong.li35271158@gmail.com>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
 2025-04-25 17:39:17 +08:00
Tong Li
b823c6eec7
[feat] Add final save at the end (#6274) 
* add final save

* default 1 episode
 2025-04-23 10:03:46 +08:00
Tong Li
03f4b1dde3
add prompt template (#6273) 
Co-authored-by: Tong Li <tong.li35271158@gmail.com>
 2025-04-22 10:39:47 +08:00
YeAnbang
9467c10690
[hot-fix] Fix memory leakage bug, support TP+PP (#6258) 
* update help information

* update style

* fix

* minor fix

* support PP training

* add pp support

* remove unused code

* address conversation

* fix memory leakage support tp+pp

* move empty cache

* move empty cache

---------

Co-authored-by: Tong Li <tong.li35271158@gmail.com>
 2025-04-10 10:52:18 +08:00
YeAnbang
ed43a4be04
[Distributed RLHF] Integration of PP (#6257) 
* update help information

* update style

* fix

* minor fix

* support PP training

* add pp support

* remove unused code

* address conversation

---------

Co-authored-by: Tong Li <tong.li35271158@gmail.com>
 2025-04-09 13:23:24 +08:00
YeAnbang
50153005b4
[feat] add microbatch forwarding (#6251) 
* add microbatch forwarding

* fix forward microbatch

* fix producer OOM

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* change project name

* fix temperature annealing

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* address conversation

---------

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
 2025-03-28 10:24:58 +08:00
YeAnbang
0472f44163 fix logprob, add filtering, temperature annealing, lr descent 2025-03-21 10:24:24 +08:00
YeAnbang
7ee4452f8c fix vllm 2025-03-19 17:11:10 +08:00
YeAnbang
bc0171d392 fix transformers backend 2025-03-14 18:12:35 +08:00
Tong Li
57b49da5e4 setup update 2025-03-13 16:52:15 +08:00
Tong Li
22cc1558a8 Merge branch 'grpo-latest' of github.com:hpcaitech/ColossalAI into grpo-latest 2025-03-06 16:28:47 +08:00
Tong Li
0590f10fb7 update select algo 2025-03-06 16:27:13 +08:00
pre-commit-ci[bot]
ab5b6d8432 [pre-commit.ci] auto fixes from pre-commit.com hooks 
for more information, see https://pre-commit.ci
 2025-03-06 06:30:27 +00:00
Tong Li
0f566cc2d4 add algo selection 2025-03-06 14:29:22 +08:00
Tong Li
7f2ceac5c3 update example 2025-03-06 10:54:23 +08:00
Tong Li
070907dd7f polish 2025-02-28 10:16:42 +08:00
Hongxin Liu
43c9b5fb44
[chat] add distributed impl (#6210) 2025-02-21 15:24:23 +08:00