ce777853ae
[feature] ColossalEval: Evaluation Pipeline for LLMs ( #4786 )
...
* Add ColossalEval
* Delete evaluate in Chat
---------
Co-authored-by: Xu Yuanchen <yuanchen.xu00@gmail.com>
Co-authored-by: Tong Li <tong.li352711588@gmail.com>
1 year ago
74aa7d964a
initial commit: add colossal llama 2 ( #4784 )
1 year ago
901ab1eedd
[chat]: add lora merge weights config ( #4766 )
...
* feat: modify lora merge weights fn
* feat: add lora merge weights config
1 year ago
7b9b86441f
[chat]: update rm, add wandb and fix bugs ( #4471 )
...
* feat: modify forward fn of critic and reward model
* feat: modify calc_action_log_probs
* to: add wandb in sft and rm trainer
* feat: update train_sft
* feat: update train_rm
* style: modify type annotation and add warning
* feat: pass tokenizer to ppo trainer
* to: modify trainer base and maker base
* feat: add wandb in ppo trainer
* feat: pass tokenizer to generate
* test: update generate fn tests
* test: update train tests
* fix: remove action_mask
* feat: remove unused code
* fix: fix wrong ignore_index
* fix: fix mock tokenizer
* chore: update requirements
* revert: modify make_experience
* fix: fix inference
* fix: add padding side
* style: modify _on_learn_batch_end
* test: use mock tokenizer
* fix: use bf16 to avoid overflow
* fix: fix workflow
* [chat] fix gemini strategy
* [chat] fix
* sync: update colossalai strategy
* fix: fix args and model dtype
* fix: fix checkpoint test
* fix: fix requirements
* fix: fix missing import and wrong arg
* fix: temporarily skip gemini test in stage 3
* style: apply pre-commit
* fix: temporarily skip gemini test in stage 1&2
---------
Co-authored-by: Mingyan Jiang <1829166702@qq.com>
1 year ago
079bf3cb26
[misc] update pre-commit and run all files ( #4752 )
...
* [misc] update pre-commit
* [misc] run pre-commit
* [misc] remove useless configuration files
* [misc] ignore cuda for clang-format
1 year ago
e4fc57c3de
Optimized some syntax errors in the documentation and code under applications/ ( #4127 )
...
Co-authored-by: flybird11111 <1829166702@qq.com>
1 year ago
a39a5c66fe
Merge branch 'main' into feature/shardformer
1 year ago
c648dc093f
fix colossalai version in coati examples
1 year ago
1467e3b41b
[coati] add chatglm model ( #4539 )
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* update configuration of chatglm and add support in coati
* add unit test & update chatglm default config & fix bos index issue
* remove chatglm due to oom
* add dataset pkg in requirement-text
* fix parameter issue in test_models
* add ref in tokenize & rm unnessary parts
* separate source & target tokenization in chatglm
* add unit test to chatglm
* fix test dataset issue
* update truncation of chatglm
* fix Colossalai version
* fix colossal ai version in test
1 year ago
285fe7ba71
[chat] update config and prompt ( #4139 )
...
* update config and prompt
* update config
---------
Co-authored-by: Qianran Ma <qianranm@luchentech.com>
1 year ago
26e29d58f0
[devops] add large-scale distributed test marker ( #4452 )
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* [test] remove cpu marker
* [test] remove gpu marker
* [test] update pytest markers
* [ci] update unit test ci
1 year ago
6d41c3f2aa
[doc] update Coati README ( #4405 )
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* style: apply formatter
* fix: add outdated warnings
* docs: add dataset format and polish
* docs: polish README
* fix: fix json format
* fix: fix typos
* revert: revert 7b example
1 year ago
da4f7b855f
[chat] fix bugs and add unit tests ( #4213 )
...
* style: rename replay buffer
Experience replay is typically for off policy algorithms.
Use this name in PPO maybe misleading.
* fix: fix wrong zero2 default arg
* test: update experience tests
* style: rename zero_pad fn
* fix: defer init in CycledDataLoader
* test: add benchmark test
* style: rename internal fn of generation
* style: rename internal fn of lora
* fix: remove unused loss fn
* fix: remove unused utils fn
* refactor: remove generate_with_actor fn
* fix: fix type annotation
* test: add models tests
* fix: skip llama due to long execution time
* style: modify dataset
* style: apply formatter
* perf: update reward dataset
* fix: fix wrong IGNORE_INDEX in sft dataset
* fix: remove DataCollatorForSupervisedDataset
* test: add dataset tests
* style: apply formatter
* style: rename test_ci to test_train
* feat: add llama in inference
* test: add inference tests
* test: change test scripts directory
* fix: update ci
* fix: fix typo
* fix: skip llama due to oom
* fix: fix file mod
* style: apply formatter
* refactor: remove duplicated llama_gptq
* style: apply formatter
* to: update rm test
* feat: add tokenizer arg
* feat: add download model script
* test: update train tests
* fix: modify gemini load and save pretrained
* test: update checkpoint io test
* to: modify nproc_per_node
* fix: do not remove existing dir
* fix: modify save path
* test: add random choice
* fix: fix sft path
* fix: enlarge nproc_per_node to avoid oom
* fix: add num_retry
* fix: make lora config of rm and critic consistent
* fix: add warning about lora weights
* fix: skip some gpt2 tests
* fix: remove grad ckpt in rm and critic due to errors
* refactor: directly use Actor in train_sft
* test: add more arguments
* fix: disable grad ckpt when using lora
* fix: fix save_pretrained and related tests
* test: enable zero2 tests
* revert: remove useless fn
* style: polish code
* test: modify test args
1 year ago
75c5389037
[chat] fix compute_approx_kl ( #4338 )
1 year ago
5187c96b7c
support session-based training ( #4313 )
...
Co-authored-by: Yuanchen Xu <yuanchen.xu00@gmail.com>
1 year ago
0991405361
[NFC] polish applications/Chat/coati/models/utils.py codestyle ( #4277 )
...
* [NFC] polish colossalai/context/random/__init__.py code style
* [NFC] polish applications/Chat/coati/models/utils.py code style
1 year ago
9e512938f6
[NFC] polish applications/Chat/coati/trainer/strategies/base.py code style ( #4278 )
1 year ago
c972d65311
applications/Chat/.gitignore ( #4279 )
...
Co-authored-by: henryqin1997 <henryqin1997@gamil.com>
1 year ago
709e121cd5
[NFC] polish applications/Chat/coati/models/generation.py code style ( #4275 )
1 year ago
dc1b6127f9
[NFC] polish applications/Chat/inference/server.py code style ( #4274 )
...
Co-authored-by: Yuanchen Xu <yuanchen.xu00@gmail.com>
1 year ago
caa4433072
[NFC] fix format of application/Chat/coati/trainer/utils.py ( #4273 )
1 year ago
1ce997daaf
[NFC] polish applications/Chat/examples/train_reward_model.py code style ( #4271 )
1 year ago
798cb72907
[NFC] polish applications/Chat/coati/trainer/base.py code style ( #4260 )
1 year ago
b2debdc09b
[NFC] polish applications/Chat/coati/dataset/sft_dataset.py code style ( #4259 )
1 year ago
dee1c96344
[NFC] policy applications/Chat/examples/ray/mmmt_prompt.py code style ( #4250 )
1 year ago
77c469e1ba
[NFC] polish applications/Chat/coati/models/base/actor.py code style ( #4248 )
1 year ago
915ed8bed1
[NFC] polish applications/Chat/inference/requirements.txt code style ( #4265 )
1 year ago
f447ca1811
[chat] removed cache file ( #4155 )
1 year ago
c1c672d0f0
[shardformer] shardformer support t5 model ( #3994 )
...
test t5
1 year ago
3d8d5d0d58
[chat] use official transformers and fix some issues ( #4117 )
...
* feat: remove on_learn_epoch fn as not used
* revert: add _on_learn_epoch fn
* feat: remove NaiveStrategy
* test: update train_prompts tests
* fix: remove prepare_llama_tokenizer_and_embedding
* test: add lora arg
* feat: remove roberta support in train_prompts due to runtime errs
* feat: remove deberta & roberta in rm as not used
* test: remove deberta and roberta tests
* feat: remove deberta and roberta models as not used
* fix: remove calls to roberta
* fix: remove prepare_llama_tokenizer_and_embedding
* chore: update transformers version
* docs: update transformers version
* fix: fix actor inference
* fix: fix ci
* feat: change llama pad token to unk
* revert: revert ddp setup_distributed
* fix: change llama pad token to unk
* revert: undo unnecessary changes
* fix: use pip to install transformers
1 year ago
edd75a59ea
[chat] remove naive strategy and split colossalai strategy ( #4094 )
...
* feat: remove on_learn_epoch fn as not used
* revert: add _on_learn_epoch fn
* to: remove the use of NaiveStrategy
* test: remove NaiveStrategy tests
* feat: remove NaiveStrategy
* style: modify comments and params
* feat: split ColossalAIStrategy into LowLevelZeroStrategy and GeminiStrategy
* fix: remove naive
* fix: align with modified colossal strategy
* fix: fix ddp _try_init_dist arg
1 year ago
b03d64d010
[chat] refactor trainer class ( #4080 )
...
* to: add SLTrainer
* refactor: refactor RMTrainer and SFTTrainer
* fix: fix init file
* feat: remove on_learn_epoch fn as not used
* fix: align with modified gemini arguments
* to: add OnPolicyTrainer
* revert: add _on_learn_epoch fn
* refactor: refactor PPOTrainer
* style: rename PPOTrainer argument
* fix: align with modified PPO arguments
* test: align with modified train_prompts arguments
* chore: modify train_prompts
* docs: align with modified arguments
* fix: remove unnecessary output
* fix: move dataloader to fit fn of SLTrainer
* fix: move dataloader to fit fn of OnPolicyTrainer
* fix: modify usage of prompt and pretrain dataloader
1 year ago
4da324cd60
[hotfix]fix argument naming in docs and examples ( #4083 )
1 year ago
e89b127d8e
[chat]: fix chat evaluation possible bug ( #4064 )
...
* fix chat eval
* fix utils
* fix utils
* add comment
---------
Co-authored-by: Qianran Ma <qianranm@luchentech.com>
1 year ago
153b957a1b
[chat] refactor strategy class with booster api ( #3987 )
...
* refactor: adapt boost API in base and naive strategies
* fix: initialize plugin after setup_distributed
* fix: fix save_pretrained fn
* refactor: adapt boost API in DDPStrategy
* to: add _post_init check
* to: fix ddp backward, modify ddp dataloader and unwrap
* feat: adapt boost API in ColossalAIStrategy
* fix: call setup_distributed before use get_current_device
* fix: fix save_model and save_optimizer
* test: remove save_sharded_optimizer test
* style: apply formatter
* fix: fix stage check and add comments
* feat: allow dict type arg in strategy.prepare
* to: temporarily remove lr_scheduler for testing
* style: simplify init of ColossalAIStrategy
* fix: fix lr_scheduler in sft and rm
* style: modify comments
* test: add train_prompts tests
* fix: fix inference only case and use in train_prompts
* test: skip failed tests in ci
* style: fix CodeFactor check
* fix: do not use model.to('cpu') with GeminiPlugin
* test: enable colossalai_gemini tests
* test: set CUDA_VISIBLE_DEVICES in ci
* docs: add note
1 year ago
727c4598a9
[nfc] fix dim not defined and fix typo ( #3991 )
1 year ago
d4fb7bfda7
fix typo applications/Chat/coati/ ( #3947 )
1 year ago
2925f47399
[evaluate] support gpt evaluation with reference ( #3972 )
...
Co-authored-by: Yuanchen Xu <yuanchen.xu00@gmail.com>
1 year ago
9d02590c9a
[chat] refactor actor class ( #3968 )
...
* refactor: separate log_probs fn from Actor forward fn
* refactor: separate generate fn from Actor class
* feat: update unwrap_model and get_base_model
* unwrap_model returns model not wrapped by Strategy
* get_base_model returns HF model for Actor, Critic and RewardModel
* feat: simplify Strategy.prepare
* style: remove get_base_model method of Actor
* perf: tokenize text in batches
* refactor: move calc_action_log_probs to utils of model
* test: update test with new forward fn
* style: rename forward fn args
* fix: do not unwrap model in save_model fn of naive strategy
* test: add gemini test for train_prompts
* fix: fix _set_default_generate_kwargs
1 year ago
21c4c0b1a0
support UniEval and add CHRF metric ( #3924 )
...
Co-authored-by: Yuanchen Xu <yuanchen.xu00@gmail.com>
1 year ago
b5f0566363
[chat] add distributed PPO trainer ( #3740 )
...
* Detached ppo (#9 )
* 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
* working on pipeline strategy. in progress.
* remove pipeline code. clean this branch
* update remote parameters by state_dict. no test
* nothing
* state_dict sharding transfer
* merge debug branch
* gemini _unwrap_model fix
* simplify code
* simplify code & fix LoRALinear AttributeError
* critic unwrapped state_dict
---------
Co-authored-by: csric <richcsr256@gmail.com>
* [chat] add perfomance evaluator and fix bugs (#10 )
* [chat] add performance evaluator for ray
* [chat] refactor debug arg
* [chat] support hf config
* [chat] fix generation
* [chat] add 1mmt dummy example
* [chat] fix gemini ckpt
* split experience to send (#11 )
Co-authored-by: csric <richcsr256@gmail.com>
* [chat] refactor trainer and maker (#12 )
* [chat] refactor experience maker holder
* [chat] refactor model init
* [chat] refactor trainer args
* [chat] refactor model init
* [chat] refactor trainer
* [chat] refactor experience sending logic and training loop args (#13 )
* [chat] refactor experience send logic
* [chat] refactor trainer
* [chat] refactor trainer
* [chat] refactor experience maker
* [chat] refactor pbar
* [chat] refactor example folder (#14 )
* [chat] support quant (#15 )
* [chat] add quant
* [chat] add quant example
* prompt example (#16 )
* prompt example
* prompt load csv data
* remove legacy try
---------
Co-authored-by: csric <richcsr256@gmail.com>
* [chat] add mmmt dummy example and refactor experience sending (#17 )
* [chat] add mmmt dummy example
* [chat] refactor naive strategy
* [chat] fix struck problem
* [chat] fix naive strategy
* [chat] optimize experience maker sending logic
* [chat] refactor sending assignment
* [chat] refactor performance evaluator (#18 )
* Prompt Example & requires_grad state_dict & sharding state_dict (#19 )
* prompt example
* prompt load csv data
* remove legacy try
* maker models require_grad set to False
* working on zero redundancy update
* mmmt_prompt example; naive strategy requires_grad state_dict & sharding; maker model requires_no_grad.
* remove legacy examples
* remove legacy examples
* remove replay buffer tp state. bad design
---------
Co-authored-by: csric <richcsr256@gmail.com>
* state_dict sending adapts to new unwrap function (#20 )
* prompt example
* prompt load csv data
* remove legacy try
* maker models require_grad set to False
* working on zero redundancy update
* mmmt_prompt example; naive strategy requires_grad state_dict & sharding; maker model requires_no_grad.
* remove legacy examples
* remove legacy examples
* remove replay buffer tp state. bad design
* opt benchmark
* better script
* nothing
* [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
* working on lora reconstruction
* state_dict sending adapts to new unwrap function
* remove comments
---------
Co-authored-by: csric <richcsr256@gmail.com>
Co-authored-by: ver217 <lhx0217@gmail.com>
* [chat-ray] add readme (#21 )
* add readme
* transparent graph
* add note background
---------
Co-authored-by: csric <richcsr256@gmail.com>
* [chat] get images from url (#22 )
* Refactor/chat ray (#23 )
* [chat] lora add todo
* [chat] remove unused pipeline strategy
* [chat] refactor example structure
* [chat] setup ci for ray
* [chat-ray] Support LoRA trainer. LoRA weights reconstruction. (#24 )
* lora support prototype
* lora support
* 1mmt lora & remove useless code
---------
Co-authored-by: csric <richcsr256@gmail.com>
* [chat] fix test ci for ray
* [chat] fix test ci requirements for ray
* [chat] fix ray runtime env
* [chat] fix ray runtime env
* [chat] fix example ci docker args
* [chat] add debug info in trainer
* [chat] add nccl debug info
* [chat] skip ray test
* [doc] fix typo
---------
Co-authored-by: csric <59389055+CsRic@users.noreply.github.com>
Co-authored-by: csric <richcsr256@gmail.com>
1 year ago
57a6d7685c
support evaluation for english ( #3880 )
...
Co-authored-by: Yuanchen Xu <yuanchen.xu00@gmail.com>
1 year ago
2506e275b8
[evaluation] improvement on evaluation ( #3862 )
...
* fix a bug when the config file contains one category but the answer file doesn't contains that category
* fix Chinese prompt file
* support gpt-3.5-turbo and gpt-4 evaluation
* polish and update README
* resolve pr comments
---------
Co-authored-by: Yuanchen Xu <yuanchen.xu00@gmail.com>
2 years ago
e2d81eba0d
[nfc] fix typo colossalai/ applications/ ( #3831 )
...
* fix typo colossalai/autochunk auto_parallel amp
* fix typo colossalai/auto_parallel nn utils etc.
* fix typo colossalai/auto_parallel autochunk fx/passes etc.
* fix typo docs/
* change placememt_policy to placement_policy in docs/ and examples/
* fix typo colossalai/ applications/
2 years ago
34966378e8
[evaluation] add automatic evaluation pipeline ( #3821 )
...
* add functions for gpt evaluation
* add automatic eval
Update eval.py
* using jload and modify the type of answers1 and answers2
* Update eval.py
Update eval.py
* Update evaluator.py
* support gpt evaluation
* update readme.md
update README.md
update READNE.md
modify readme.md
* add Chinese example for config, battle prompt and evaluation prompt file
* remove GPT-4 config
* remove sample folder
---------
Co-authored-by: Yuanchen Xu <yuanchen.xu00@gmail.com>
Co-authored-by: Camille Zhong <44392324+Camille7777@users.noreply.github.com>
2 years ago
9265f2d4d7
[NFC]fix typo colossalai/auto_parallel nn utils etc. ( #3779 )
...
* fix typo colossalai/autochunk auto_parallel amp
* fix typo colossalai/auto_parallel nn utils etc.
2 years ago
62c7e67f9f
[format] applied code formatting on changed files in pull request 3786 ( #3787 )
...
Co-authored-by: github-actions <github-actions@github.com>
2 years ago
ad2cf58f50
[chat] add performance and tutorial ( #3786 )
2 years ago
05759839bd
[chat] fix bugs in stage 3 training ( #3759 )
...
Co-authored-by: Yuanchen Xu <yuanchen.xu00@gmail.com>
2 years ago
ad6460cf2c
[NFC] fix typo applications/ and colossalai/ ( #3735 )
2 years ago
b7141c36dd
[CI] fix some spelling errors ( #3707 )
...
* fix spelling error with examples/comminity/
* fix spelling error with tests/
* fix some spelling error with tests/ colossalai/ etc.
2 years ago
f7361ee1bd
[chat] fix community example ray ( #3719 )
...
Co-authored-by: jiangwen <zxl265370@antgroup.com>
2 years ago
2da5d81dec
[chat] fix train_prompts.py gemini strategy bug ( #3666 )
...
* fix gemini strategy bug
* add comment
* add comment
* better solution
2 years ago
65bdc3159f
fix some spelling error with applications/Chat/examples/ ( #3692 )
...
* fix spelling error with examples/comminity/
* fix spelling error with example/
2 years ago
b36e67cb2b
Merge pull request #3680 from digger-yu/digger-yu-patch-2
...
fix spelling error with applications/Chat/evaluate/
2 years ago
0f785cb1f3
[chat] PPO stage3 doc enhancement ( #3679 )
...
* 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
2 years ago
6650daeb0a
[doc] fix chat spelling error ( #3671 )
...
* Update README.md
change "huggingaface" to "huggingface"
* Update README.md
change "Colossa-AI" to "Colossal-AI"
2 years ago
7bd0bee8ea
[chat] add opt attn kernel ( #3655 )
...
* [chat] add opt attn kernel
* [chat] disable xformer during fwd
2 years ago
8ba7858753
Update generate_gpt35_answers.py
...
fix spelling error with generate_gpt35_answers.py
2 years ago
bfbf650588
fix spelling error
...
fix spelling error with evaluate.py
2 years ago
1a60dc07a8
[chat] typo accimulation_steps -> accumulation_steps ( #3662 )
2 years ago
816add7e7f
Merge pull request #3656 from TongLi3701/chat/update_eval
...
[Chat]: Remove unnecessary step and update documentation
2 years ago
268b3cd80d
[chat] set default zero2 strategy ( #3667 )
...
* [chat] set default gemini strategy
* [chat] set default zero2 strategy
* [chat] set default zero2 strategy
2 years ago
c1a355940e
update readme
2 years ago
ed3eaa6922
update documentation
2 years ago
c419117329
update questions and readme
2 years ago
aa77ddae33
remove unnecessary step and update readme
2 years ago
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
2 years ago
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
2 years ago
8bccb72c8d
[Doc] enhancement on README.md for chat examples ( #3646 )
...
* 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
2 years ago
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
2 years ago
f8288315d9
[chat] polish performance evaluator ( #3647 )
2 years ago
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
2 years ago
e1b0a78afa
Merge pull request #3621 from zhang-yi-chi/fix/chat-train-prompts-single-gpu
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[chat] fix single gpu training bug in examples/train_prompts.py
2 years ago
df309fc6ab
[Chat] Remove duplicate functions ( #3625 )
2 years ago
739cfe3360
[chat] fix enable single gpu training bug
2 years ago
d7bf284706
[chat] polish code note typo ( #3612 )
2 years ago
c4709d34cf
Chat evaluate ( #3608 )
...
Co-authored-by: Yuanchen Xu <yuanchen.xu00@gmail.com>
2 years ago
5a79cffdfd
[coati] fix install cmd ( #3592 )
2 years ago
1ec0d386a9
reconstruct chat trainer and fix training script ( #3588 )
...
Co-authored-by: Yuanchen Xu <yuanchen.xu00@gmail.com>
2 years ago
36a519b49f
Update test_ci.sh
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update
Update test_ci.sh
Update test_ci.sh
Update test_ci.sh
Update test_ci.sh
Update test_ci.sh
Update test_ci.sh
Update run_chatgpt_examples.yml
Update run_chatgpt_examples.yml
Update run_chatgpt_examples.yml
Update run_chatgpt_examples.yml
Update run_chatgpt_examples.yml
Update run_chatgpt_examples.yml
Update test_ci.sh
Update test_ci.sh
update
Update run_chatgpt_examples.yml
Update run_chatgpt_examples.yml
update ci
Update test_ci.sh
Update run_chatgpt_examples.yml
Update run_chatgpt_examples.yml
Update run_chatgpt_examples.yml
Update run_chatgpt_examples.yml
Update run_chatgpt_examples.yml
Update run_chatgpt_examples.yml
Update run_chatgpt_examples.yml
Update test_ci.sh
Update test_ci.sh
Update run_chatgpt_examples.yml
Update test_ci.sh
Update test_ci.sh
Update test_ci.sh
update test ci
RoBERTa for RLHF Stage 2 & 3 (still in testing)
Revert "Add RoBERTa for RLHF Stage 2 & 3 (test)"
This reverts commit 06741d894d06741d894d
2 years ago
7788e0b0a5
fix: fix sft ( #3568 )
2 years ago
6b1a39b17b
[coati] add costom model suppor tguide ( #3579 )
2 years ago
cc1eec2f53
[chat] update reward model sh ( #3578 )
2 years ago
e355144375
[chatgpt] Detached PPO Training ( #3195 )
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* 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>
2 years ago
1a809eddaa
[chat] ChatGPT train prompts on ray example ( #3309 )
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* [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>
2 years ago
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
2 years ago
7182ac2a04
[chat]add examples of training with limited resources in chat readme ( #3536 )
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Co-authored-by: Yuanchen Xu <yuanchen.xu00@gmail.com>
2 years ago
e6a132a449
[chat]: add vf_coef argument for PPOTrainer ( #3318 )
2 years ago
89fd10a1c9
[chat] add zero2 cpu strategy for sft training ( #3520 )
2 years ago
990d4c3e4e
[doc] hide diffusion in application path ( #3519 )
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- [ ] 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
2 years ago
0c0455700f
[doc] add requirement and highlight application ( #3516 )
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* [doc] add requirement and highlight application
* [doc] link example and application
2 years ago
635d0a1baf
[Chat Community] Update README.md (fixed#3487) ( #3506 )
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* Update README.md
* Update README.md
* Update README.md
* Update README.md
---------
Co-authored-by: Fazzie-Maqianli <55798671+Fazziekey@users.noreply.github.com>
2 years ago
a7ca297281
[coati] Fix LlamaCritic ( #3475 )
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* mv LlamaForCausalLM to LlamaModel
* rm unused imports
---------
Co-authored-by: gongenlei <gongenlei@baidu.com>
2 years ago
891b8e7fac
[chat] fix stage3 PPO sample sh command ( #3477 )
2 years ago
6afeb1202a
add community example dictionary ( #3465 )
2 years ago
80eba05b0a
[test] refactor tests with spawn ( #3452 )
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* [test] added spawn decorator
* polish code
* polish code
* polish code
* polish code
* polish code
* polish code
2 years ago
62f4e2eb07
[Chat]Add Peft support & fix the ptx bug ( #3433 )
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* 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
2 years ago
73afb63594
[chat]fix save_model( #3377 )
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The function save_model should be a part of PPOTrainer.
2 years ago
57a3c4db6d
[chat]fix readme ( #3429 )
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* fix stage 2
fix stage 2
* add torch
2 years ago
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
2 years ago
b92313903f
fix save_model indent error in ppo trainer ( #3450 )
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Co-authored-by: Yuanchen Xu <yuanchen.xu00@gmail.com>
2 years ago
773955abfa
fix save_model inin naive and ddp strategy ( #3436 )
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Co-authored-by: Yuanchen Xu <yuanchen.xu00@gmail.com>
2 years ago
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
2 years ago
b09adff724
[chat]fix sft training for bloom, gpt and opt ( #3418 )
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fix sft training for bloom, gpt and opt
2 years ago
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
2 years ago
82132f4e3d
[chat] correcting a few obvious typos and grammars errors ( #3338 )
2 years ago
0fbadce79c
[doc] added authors to the chat application ( #3307 )
2 years ago
b512893637
Polish readme link ( #3306 )
2 years ago
cb413ccf28
[format] applied code formatting on changed files in pull request 3300 ( #3302 )
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Co-authored-by: github-actions <github-actions@github.com>
2 years ago
31c78f2be3
[doc] add ColossalChat news ( #3304 )
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* [doc] add ColossalChat news
* [doc] add ColossalChat news
2 years ago
e235a24673
[application] updated the README ( #3301 )
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* [application] updated the README
* polish code
2 years ago
8257e1055d
[chat]polish prompts training ( #3300 )
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* polish train_prompts
* polish readme
2 years ago
62f7156131
[coati] fix inference profanity check ( #3299 )
2 years ago
5134ad5d1a
[format] applied code formatting on changed files in pull request 3296 ( #3298 )
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Co-authored-by: github-actions <github-actions@github.com>
2 years ago
c8b723d6c2
[chat]Update Readme ( #3296 )
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* Update README.md
* Update README.md
* Update README.md
* update example readme
2 years ago
73b542a124
[coati] inference supports profanity check ( #3295 )
2 years ago
ce2cafae76
[coati] add repetition_penalty for inference ( #3294 )
2 years ago
a88ed0f83a
add limit ( #3293 )
2 years ago
c5484281aa
[ColossalChat]add cite for datasets ( #3292 )
2 years ago
ec7af22a43
fix image ( #3288 )
2 years ago
1f7d9afbf8
add example ( #3286 )
2 years ago
4905b21b94
[coati] fix inference output ( #3285 )
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* [coati] fix inference requirements
* [coati] add output postprocess
* [coati] update inference readme
* [coati] fix inference requirements
2 years ago
bb6196e71a
remove chatgpt ( #3284 )
2 years ago
b0ce5a1032
[Coati] first commit ( #3283 )
2 years ago
d32ef94ad9
[doc] fix typo ( #3222 )
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* [doc] fix typo
* [doc] fix typo
2 years ago
78fd31f9c1
[chatgpt] add precision option for colossalai ( #3233 )
2 years ago
bd39877da4
support instrcut training ( #3230 )
2 years ago
9bc702ab48
[doc] update chatgpt doc paper link ( #3229 )
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#issue 3189
2 years ago
bbac6760e5
fix torch version ( #3225 )
2 years ago
fa97a9cab4
[chatgpt] unnify datasets ( #3218 )
2 years ago
4fd4bd9d9a
[chatgpt] support instuct training ( #3216 )
2 years ago
9998d5ef64
[chatgpt]add reward model code for deberta ( #3199 )
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Co-authored-by: Yuanchen Xu <yuanchen.xu00@gmail.com>
2 years ago
1e1b9d2fea
[chatgpt]support llama ( #3070 )
2 years ago
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>
2 years ago
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
2 years ago
1e58d31bb7
[chatgpt] fix trainer generate kwargs ( #3166 )
2 years ago
c474fda282
[chatgpt] fix ppo training hanging problem with gemini ( #3162 )
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* [chatgpt] fix generation early stopping
* [chatgpt] fix train prompts example
2 years ago
3c01280a56
[doc] add community contribution guide ( #3153 )
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* [doc] update contribution guide
* [doc] update contribution guide
* [doc] add community contribution guide
2 years ago
23cd5e2ccf
[chatgpt]update ci ( #3087 )
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* [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
2 years ago
68577fbc43
[chatgpt]Fix examples ( #3116 )
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* fix train_dummy
* fix train-prompts
2 years ago
0672b5afac
[chatgpt] fix lora support for gpt ( #3113 )
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* fix gpt-actor
* fix gpt-critic
* fix opt-critic
2 years ago
191daf7411
[chatgpt] type miss of kwargs ( #3107 )
2 years ago
c9dd036592
[chatgpt] fix lora save bug ( #3099 )
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* fix colo-stratergy
* polish
* fix lora
* fix ddp
* polish
* polish
2 years ago
02ae80bf9c
[chatgpt]add flag of action mask in critic( #3086 )
2 years ago
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>
2 years ago
c21b11edce
change nn to models ( #3032 )
2 years ago
e86d9bb2e1
[format] applied code formatting on changed files in pull request 3025 ( #3026 )
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Co-authored-by: github-actions <github-actions@github.com>
2 years ago
55dcd3051a
[chatgpt] fix readme ( #3025 )
2 years ago
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>
2 years ago
e588703454
[chatgpt]fix inference model load ( #2988 )
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* fix lora bug
* polish
* fix lora gemini
* fix inference laod model bug
2 years ago
0ff8406b00
[chatgpt] allow shard init and display warning ( #2986 )
2 years ago
f5ca0397dd
[chatgpt] fix lora gemini conflict in RM training ( #2984 )
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* fix lora bug
* polish
* fix lora gemini
2 years ago
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
2 years ago
c9e27f0d1b
[chatgpt]fix lora bug ( #2974 )
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* fix lora bug
* polish
2 years ago
82149e9d1b
[chatgpt] fix inference demo loading bug ( #2969 )
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* [chatgpt] fix inference demo loading bug
* polish
2 years ago
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>
2 years ago
b0a8766381
[doc] fix chatgpt inference typo ( #2964 )
2 years ago
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
2 years ago
8264cd7ef1
[doc] add env scope ( #2933 )
2 years ago
2e16f842a9
[chatgpt]support opt & gpt for rm training ( #2876 )
2 years ago
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
2 years ago
3eebc4dff7
[chatgpt] fix rm eval ( #2829 )
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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
2 years ago
b6a108cb91
[chatgpt] add test checkpoint ( #2797 )
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* [chatgpt] add test checkpoint
* [chatgpt] test checkpoint use smaller model
2 years ago
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
2 years ago
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
2 years ago
a88bc828d5
[chatgpt] disable shard init for colossalai ( #2767 )
2 years ago
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
2 years ago
648183a960
[chatgpt]fix train_rm bug with lora ( #2741 )
2 years ago
7aacfad8af
fix typo ( #2721 )
2 years ago
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
2 years ago
d4d3387f45
[doc] add open-source contribution invitation ( #2714 )
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* [doc] fix typo
* [doc] add invitation
2 years ago
94f000515b
[doc] add Quick Preview ( #2706 )
2 years ago
8408c852a6
[app] fix ChatGPT requirements ( #2704 )
2 years ago
1b34701027
[app] add chatgpt application ( #2698 )
2 years ago
Yuanchen