Commit Graph

312 Commits (6c39f0b144d66db1044be081657cdf899ab31053)

Author SHA1 Message Date
Tong Li 1aeb5e8847
[hotfix] Remove unused plan section (#5957)
* remove readme

* fix readme

* update
2024-07-31 17:47:46 +08:00
YeAnbang 66fbf2ecb7
Update README.md (#5958) 2024-07-31 17:44:09 +08:00
YeAnbang 30f4e31a33
[Chat] Fix lora (#5946)
* fix merging

* remove filepath

* fix style
2024-07-31 14:10:17 +08:00
YeAnbang c8332b9cb5
Merge pull request #5922 from hpcaitech/kto
[Chat] Add KTO
2024-07-29 13:27:00 +08:00
YeAnbang 6fd9e86864 fix style 2024-07-29 01:29:18 +00:00
YeAnbang de1bf08ed0 fix style 2024-07-26 10:07:15 +00:00
YeAnbang 8a3ff4f315 fix style 2024-07-26 09:55:15 +00:00
zhurunhua ad35a987d3
[Feature] Add a switch to control whether the model checkpoint needs to be saved after each epoch ends (#5941)
* Add a switch to control whether the model checkpoint needs to be saved after each epoch ends

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

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2024-07-26 11:15:20 +08:00
YeAnbang 9688e19b32 remove real data path 2024-07-22 06:13:02 +00:00
YeAnbang b0e15d563e remove real data path 2024-07-22 06:11:38 +00:00
YeAnbang 12fe8b5858 refactor evaluation 2024-07-22 05:57:39 +00:00
YeAnbang c5f582f666 fix test data 2024-07-22 01:31:32 +00:00
zhurunhua 4ec17a7cdf
[FIX BUG] UnboundLocalError: cannot access local variable 'default_conversation' where it is not associated with a value (#5931)
* cannot access local variable 'default_conversation' where it is not associated with a value

set default value for 'default_conversation'

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2024-07-21 19:46:01 +08:00
YeAnbang 150505cbb8 Merge branch 'kto' of https://github.com/hpcaitech/ColossalAI into kto 2024-07-19 10:11:05 +00:00
YeAnbang d49550fb49 refactor tokenization 2024-07-19 10:10:48 +00:00
Tong Li d08c99be0d
Merge branch 'main' into kto 2024-07-19 15:23:31 +08:00
Tong Li f585d4e38e
[ColossalChat] Hotfix for ColossalChat (#5910)
* add ignore and tiny llama

* fix path issue

* run style

* fix issue

* update bash

* add ignore and tiny llama

* fix path issue

* run style

* fix issue

* update bash

* fix ddp issue

* add Qwen 1.5 32B
2024-07-19 13:40:07 +08:00
YeAnbang 544b7a38a1 fix style, add kto data sample 2024-07-18 08:38:56 +00:00
YeAnbang 09d5ffca1a add kto 2024-07-18 07:54:11 +00:00
YeAnbang b3594d4d68 fix orpo cross entropy loss 2024-07-15 02:12:05 +00:00
YeAnbang 115c4cc5a4 hotfix citation 2024-07-11 06:05:05 +00:00
YeAnbang e7a8634636 fix eval 2024-07-11 03:35:03 +00:00
pre-commit-ci[bot] 8a9721bafe [pre-commit.ci] auto fixes from pre-commit.com hooks
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2024-07-10 10:44:32 +00:00
YeAnbang f6ef5c3609 fix style 2024-07-10 10:37:17 +00:00
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 16f3451fe2 Merge branch 'main' of https://github.com/hpcaitech/ColossalAI into rlhf_SimPO 2024-07-10 02:32:07 +00:00
pre-commit-ci[bot] 7c2f79fa98
[pre-commit.ci] pre-commit autoupdate (#5572)
* [pre-commit.ci] pre-commit autoupdate

updates:
- [github.com/PyCQA/autoflake: v2.2.1 → v2.3.1](https://github.com/PyCQA/autoflake/compare/v2.2.1...v2.3.1)
- [github.com/pycqa/isort: 5.12.0 → 5.13.2](https://github.com/pycqa/isort/compare/5.12.0...5.13.2)
- [github.com/psf/black-pre-commit-mirror: 23.9.1 → 24.4.2](https://github.com/psf/black-pre-commit-mirror/compare/23.9.1...24.4.2)
- [github.com/pre-commit/mirrors-clang-format: v13.0.1 → v18.1.7](https://github.com/pre-commit/mirrors-clang-format/compare/v13.0.1...v18.1.7)
- [github.com/pre-commit/pre-commit-hooks: v4.3.0 → v4.6.0](https://github.com/pre-commit/pre-commit-hooks/compare/v4.3.0...v4.6.0)

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2024-07-01 17:16:41 +08:00
YeAnbang ff535204fe update transformers version 2024-06-28 06:24:30 +00:00
Haze188 416580b314
[MoE/ZeRO] Moe refactor with zero refactor (#5821)
* [moe] removed openmoe-coupled code and rectify mixstral code (#5471)

* [Feauture] MoE refractor; Intergration with Mixtral  (#5682)

* cherry pick from refractor-moe branch

* tests passed

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* support ep + zero

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* add mixtral auto policy & move pipeline forward code to modeling folder

* [moe refactor] modify kernel test without Route Class

* [moe refactor] add moe tensor test path environment variable to github workflow

* fix typos

* fix moe test bug due to the code rebase

* [moe refactor] fix moe zero test, and little bug in low level zero

* fix typo

* add moe tensor path to github workflow

* remove some useless code

* fix typo & unify global variable XX_AXIS logic without using -1

* fix typo & prettifier the code

* remove print code & support zero 2 test

* remove useless code

* reanme function

* fix typo

* fix typo

* Further improve the test code

* remove print code

* [moe refactor] change test model from fake moe model to mixtral moe layer and remove useless test

* [moe refactor] skip some unit test which will be refactored later

* [moe refactor] fix unit import error

* [moe refactor] fix circular import issues

* [moe refactor] remove debug code

* [moe refactor] update github workflow

* [moe/zero] refactor low level optimizer (#5767)

* [zero] refactor low level optimizer

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* [Feature] MoE refactor with newest version of ZeRO (#5801)

* [zero] remove redundant members in BucketStore (#5802)

* [zero] align api with previous version

* [Moe/Zero] Update MoeHybridParallelPlugin with refactored ZeRO and Fix Zero bug (#5819)

* [moe refactor] update unit test with the refactored ZeRO and remove useless test

* move moe checkpoint to checkpoint folder and exchange global axis to class member

* update moe hybrid parallel plugin with newest version of zero & fix zero working/master params bug

* fix zero unit test

* Add an assertion to prevent users from using it incorrectly

* [hotfix]Solve the compatibility issue of zero refactor (#5823)

* [moe refactor] update unit test with the refactored ZeRO and remove useless test

* move moe checkpoint to checkpoint folder and exchange global axis to class member

* update moe hybrid parallel plugin with newest version of zero & fix zero working/master params bug

* fix zero unit test

* Add an assertion to prevent users from using it incorrectly

* Modify function parameter names to resolve compatibility issues

* [zero] fix missing hook removal (#5824)

* [MoE] Resolve .github conflict (#5829)

* [Fix/Example] Fix Llama Inference Loading Data Type (#5763)

* [fix/example] fix llama inference loading dtype

* revise loading dtype of benchmark llama3

* [release] update version (#5752)

* [release] update version

* [devops] update compatibility test

* [devops] update compatibility test

* [devops] update compatibility test

* [devops] update compatibility test

* [test] fix ddp plugin test

* [test] fix gptj and rpc test

* [devops] fix cuda ext compatibility

* [inference] fix flash decoding test

* [inference] fix flash decoding test

* fix (#5765)

* [test] Fix/fix testcase (#5770)

* [fix] branch for fix testcase;

* [fix] fix test_analyzer & test_auto_parallel;

* [fix] remove local change about moe;

* [fix] rm local change moe;

* [Hotfix] Add missing init file in inference.executor (#5774)

* [CI/tests] simplify some test case to reduce testing time (#5755)

* [ci/tests] simplify some test case to reduce testing time

* [ci/tests] continue to remove test case to reduce ci time cost

* restore some test config

* [ci/tests] continue to reduce ci time cost

* [misc] update dockerfile (#5776)

* [misc] update dockerfile

* [misc] update dockerfile

* [devops] fix docker ci (#5780)

* [Inference]Add Streaming LLM (#5745)

* Add Streaming LLM

* add some parameters to llama_generation.py

* verify streamingllm config

* add test_streamingllm.py

* modified according to the opinions of review

* add Citation

* change _block_tables tolist

* [hotfix] fix llama flash attention forward (#5777)

* [misc] Accelerate CI for zero and dist optim (#5758)

* remove fp16 from lamb

* remove d2h copy in checking states

---------

Co-authored-by: Edenzzzz <wtan45@wisc.edu>

* [Test/CI] remove test cases to reduce CI duration (#5753)

* [test] smaller gpt2 test case

* [test] reduce test cases: tests/test_zero/test_gemini/test_zeroddp_state_dict.py

* [test] reduce test cases: tests/test_zero/test_gemini/test_grad_accum.py

* [test] reduce test cases tests/test_zero/test_gemini/test_optim.py

* Revert "[test] smaller gpt2 test case"

Some tests might depend on the size of model (num of chunks)

This reverts commit df705a5210.

* [test] reduce test cases: tests/test_checkpoint_io/test_gemini_checkpoint_io.py

* [CI] smaller test model for two mwo the two modifid cases

* [CI] hardcode gpt model for tests/test_zero/test_gemini/test_search.py since we need a fixed answer there

* [hotfix] fix testcase in test_fx/test_tracer (#5779)

* [fix] branch for fix testcase;

* [fix] fix test_analyzer & test_auto_parallel;

* [fix] remove local change about moe;

* [fix] rm local change moe;

* [fix] fix test_deepfm_model & test_dlrf_model;

* [fix] fix test_hf_albert & test_hf_gpt;

* [gemini] optimize reduce scatter d2h copy (#5760)

* [gemini] optimize reduce scatter d2h copy

* [fix] fix missing reduce variable

* [refactor] remove legacy async reduce scatter code

* [gemini] missing sync

* Revert "[refactor] remove legacy async reduce scatter code"

This reverts commit 58ad76d466.

* [gemini] further optimize with async all reduce

* [fix] pass flag from manager to chunk

* Allow building cuda extension without a device. (#5535)

Added FORCE_CUDA environment variable support, to enable building extensions where a GPU device is not present but cuda libraries are.

* [misc] fix dist logger (#5782)

* [install]fix setup (#5786)

* fix

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* [misc] update requirements (#5787)

* [shardformer] fix import (#5788)

* upgrade colossal-chat support tp_group>1, add sp for sft

* upgrade ppo dpo rm script

* run pre-commit

* moupdate ci tests, st ci test cases passed, tp failed in generation for ppo, sp is buggy

* fix training script

* fix ci

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* fix transformers version

* remove duplicated test

* fix datasets version

* remove models that require huggingface auth from ci

* remove local data path

* update ci

* remove baichuan from template test due to transformer version conflict

* merge

* Refactor modeling by adding attention backend

Signed-off-by: char-1ee <xingjianli59@gmail.com>

* Fix tests and naming

Signed-off-by: char-1ee <xingjianli59@gmail.com>

* Pass inference model shard configs for module init

Signed-off-by: char-1ee <xingjianli59@gmail.com>

* Clean up

Signed-off-by: char-1ee <xingjianli59@gmail.com>

* replace the customized dataloader setup with the build-in one

* replace the customized dataloader setup with the build-in one

* Remove flash attention backend

Signed-off-by: char-1ee <xingjianli59@gmail.com>

* fix readme

* Fix test import

Signed-off-by: char-1ee <xingjianli59@gmail.com>

* update sft trainning script

* [Inference]refactor baichuan (#5791)

* refactor baichuan

* remove unused code and add TODO for lazyinit

* [test] fix chatglm test kit (#5793)

* [shardformer] fix modeling of bloom and falcon (#5796)

* [test] fix qwen2 pytest distLarge (#5797)

* [Inference] Fix flash-attn import and add model test (#5794)

* Fix torch int32 dtype

Signed-off-by: char-1ee <xingjianli59@gmail.com>

* Fix flash-attn import

Signed-off-by: char-1ee <xingjianli59@gmail.com>

* Add generalized model test

Signed-off-by: char-1ee <xingjianli59@gmail.com>

* Remove exposed path to model

Signed-off-by: char-1ee <xingjianli59@gmail.com>

* Add default value for use_flash_attn

Signed-off-by: char-1ee <xingjianli59@gmail.com>

* Rename model test

Signed-off-by: char-1ee <xingjianli59@gmail.com>

---------

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* [Gemini] Use async stream to prefetch and h2d data moving (#5781)

* use async stream to prefetch and h2d data moving

* Remove redundant code

* [gemini] quick fix on possible async operation (#5803)

* [gemini] quick fix on possible async operation

* [gemini] quick fix on possible async operation

* [shardformer] upgrade transformers to 4.39.3 (#5815)

* [shardformer]upgrade transformers for gpt2/gptj/whisper (#5807)

* [shardformer] fix modeling of gpt2 and gptj

* [shardformer] fix whisper modeling

* [misc] update requirements

---------

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* [shardformer]upgrade transformers for mistral (#5808)

* upgrade transformers for mistral

* fix

* fix

* [shardformer]upgrade transformers for llama (#5809)

* update transformers

fix

* fix

* fix

* [inference] upgrade transformers (#5810)

* update transformers

fix

* fix

* fix

* fix

* fix

* [gemini] update transformers for gemini (#5814)

---------

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* Support 4d parallel + flash attention (#5789)

* support tp + sp + pp

* remove comments

---------

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* [zero] fix hook bug

* [zero] add low level optimizer back (#5839)

* [zero] fix param & refactor

* [zero] add back original low level opt

* [zero] remove moe related

* [zero] pass zero tests

* [zero] refactor

* [chore] add del func back

* [zero] comments and naming (#5840)

* [zero] modify api (#5843)

* [zero] modify api

* [test] remove _grad_store access in tests

* [test] fix (#5857)

* [CI] skip openmoe CI check

* [CI] fox pre-commit

* [zero] remove redundant memebr init (#5862)

* [misc] remove useless code, modify the pg mesh implementation

* [misc] remove useless code, modify the pg mesh implementation

* [misc] use tempfile

* resolve conflict with main branch

* [misc] use tempfile in test_moe_checkpoint.py

* [misc] remove useless code, add assertion about sequence parallel, move logger into function

* [misc] remove useless code

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2024-06-28 14:00:08 +08:00
YeAnbang a8af6ccb73 fix torch colossalai version 2024-06-28 03:58:29 +00:00
YeAnbang e7527762a1 Merge branch 'main' of https://github.com/hpcaitech/ColossalAI into rlhf_SimPO 2024-06-28 02:50:14 +00:00
YeAnbang b117274074 fix colossalai, transformers version 2024-06-27 08:30:17 +00:00
YeAnbang afa53066ca fix colossalai, transformers version 2024-06-27 08:28:36 +00:00
YeAnbang 384c64057d fix colossalai, transformers version 2024-06-27 08:26:44 +00:00
YeAnbang 8aad064fe7 fix style 2024-06-27 07:29:33 +00:00
YeAnbang c8d1b4a968 add orpo 2024-06-27 07:20:28 +00:00
binmakeswell 4ccaaaab63
[doc] add GPU cloud playground (#5851)
* [doc] add GPU cloud playground

* [doc] add GPU cloud playground

* [doc] add GPU cloud playground

* [doc] add GPU cloud playground

* [doc] add GPU cloud playground

* [doc] add GPU cloud playground

* [doc] add GPU cloud playground

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2024-06-25 11:03:16 +08:00
YeAnbang f3de5a025c remove debug code 2024-06-24 05:16:29 +00:00
YeAnbang 0b2d6275c4 fix dataloader 2024-06-24 05:10:44 +00:00
YeAnbang 82aecd6374 add SimPO 2024-06-24 02:12:20 +00:00
YeAnbang 84eab13078 update sft trainning script 2024-06-11 02:44:20 +00:00
YeAnbang 2abdede1d7 fix readme 2024-06-10 01:08:42 +00:00
YeAnbang 77db21610a replace the customized dataloader setup with the build-in one 2024-06-07 09:44:25 +00:00
YeAnbang 0d7ff10ea5 replace the customized dataloader setup with the build-in one 2024-06-07 09:43:42 +00:00
YeAnbang 790e1362a6 merge 2024-06-07 07:01:32 +00:00
YeAnbang ac1520cb8f remove baichuan from template test due to transformer version conflict 2024-06-07 07:01:32 +00:00
YeAnbang e16ccc272a update ci 2024-06-07 07:01:32 +00:00
YeAnbang 45195ac53d remove local data path 2024-06-07 07:01:31 +00:00
YeAnbang bf57b13dda remove models that require huggingface auth from ci 2024-06-07 07:01:31 +00:00
YeAnbang 0bbac158ed fix datasets version 2024-06-07 07:01:31 +00:00