573f270537
[Infer] Serving example w/ ray-serve (multiple GPU case) ( #4841 )
...
* fix imports
* add ray-serve with Colossal-Infer tp
* trivial: send requests script
* add README
* fix worker port
* fix readme
* use app builder and autoscaling
* trivial: input args
* clean code; revise readme
* testci (skip example test)
* use auto model/tokenizer
* revert imports fix (fixed in other PRs)
2023-10-02 17:48:38 +08:00
3a74eb4b3a
[Infer] Colossal-Inference serving example w/ TorchServe (single GPU case) ( #4771 )
...
* add Colossal-Inference serving example w/ TorchServe
* add dockerfile
* fix dockerfile
* fix dockerfile: fix commit hash, install curl
* refactor file structure
* revise readme
* trivial
* trivial: dockerfile format
* clean dir; revise readme
* fix comments: fix imports and configs
* fix formats
* remove unused requirements
2023-10-02 17:42:37 +08:00
ed06731e00
update Colossal ( #4832 )
2023-09-28 16:05:05 +08:00
c3bef20478
add autotune ( #4822 )
2023-09-28 13:47:35 +08:00
822051d888
[doc] update slack link ( #4823 )
2023-09-27 17:37:39 +08:00
1fa8c5e09f
Update Qwen-7B results ( #4821 )
...
Co-authored-by: Xu Yuanchen <yuanchen.xu00@gmail.com>
2023-09-27 17:33:54 +08:00
be400a0936
[chat] fix gemini strategy ( #4698 )
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* [chat] fix gemini strategy
* [chat] fix gemini strategy
* [chat] fix gemini strategy
* [chat] fix gemini strategy
* g# This is a combination of 2 commits.
[chat] fix gemini strategy
fox
* [chat] fix gemini strategy
update llama2 example
[chat] fix gemini strategy
* [fix] fix gemini strategy
* [fix] fix gemini strategy
* [fix] fix gemini strategy
* [fix] fix gemini strategy
* [fix] fix gemini strategy
* [fix] fix gemini strategy
* [fix] fix gemini strategy
* [fix] fix gemini strategy
* [fix] fix gemini strategy
* [fix] fix gemini strategy
* fix
* fix
* fix
* fix
* fix
* Update train_prompts.py
2023-09-27 13:15:32 +08:00
bbbcac26e8
fix format ( #4815 )
2023-09-27 12:50:22 +08:00
fb46d05cdf
[format] applied code formatting on changed files in pull request 4595 ( #4602 )
...
Co-authored-by: github-actions <github-actions@github.com>
2023-09-27 10:45:03 +08:00
11f1e426fe
[hotfix] Correct several erroneous code comments ( #4794 )
2023-09-27 10:43:03 +08:00
54b3ad8924
[hotfix] fix norm type error in zero optimizer ( #4795 )
2023-09-27 10:35:24 +08:00
da15fdb9ca
[doc] add lazy init docs ( #4808 )
2023-09-27 10:24:04 +08:00
a22706337a
[misc] add last_epoch in CosineAnnealingWarmupLR ( #4778 )
2023-09-26 14:43:46 +08:00
b6cf0aca55
[hotfix] change llama2 Colossal-LLaMA-2 script filename ( #4800 )
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change filename:
pretraining.py -> trainin.py
there is no file named pretraing.py. wrong writing
2023-09-26 11:44:27 +08:00
62b6af1025
Merge pull request #4805 from TongLi3701/docs/fix
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[doc] Update TODO in README of Colossal-LLaMA-2
2023-09-26 11:39:35 +08:00
8cbce6184d
update
2023-09-26 11:36:53 +08:00
4965c0dabd
[lazy] support from_pretrained ( #4801 )
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* [lazy] patch from pretrained
* [lazy] fix from pretrained and add tests
* [devops] update ci
2023-09-26 11:04:11 +08:00
bd014673b0
update readme
2023-09-26 10:58:05 +08:00
64a08b2dc3
[checkpointio] support unsharded checkpointIO for hybrid parallel ( #4774 )
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* support unsharded saving/loading for model
* support optimizer unsharded saving
* update doc
* support unsharded loading for optimizer
* small fix
2023-09-26 10:58:03 +08:00
a2db75546d
[doc] polish shardformer doc ( #4779 )
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* fix example format in docstring
* polish shardformer doc
2023-09-26 10:57:47 +08:00
26cd6d850c
[fix] fix weekly runing example ( #4787 )
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* [fix] fix weekly runing example
* [fix] fix weekly runing example
2023-09-25 16:19:33 +08:00
d512a4d38d
[doc] add llama2 domain-specific solution news ( #4789 )
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* [doc] add llama2 domain-specific solution news
2023-09-25 10:44:15 +08:00
ce777853ae
[feature] ColossalEval: Evaluation Pipeline for LLMs ( #4786 )
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* Add ColossalEval
* Delete evaluate in Chat
---------
Co-authored-by: Xu Yuanchen <yuanchen.xu00@gmail.com>
Co-authored-by: Tong Li <tong.li352711588@gmail.com>
2023-09-24 23:14:11 +08:00
74aa7d964a
initial commit: add colossal llama 2 ( #4784 )
2023-09-24 23:12:26 +08:00
4146f1c0ce
[release] update version ( #4775 )
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* [release] update version
* [doc] revert versions
2023-09-22 18:29:17 +08:00
ce7ade3882
[inference] chatglm2 infer demo ( #4724 )
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* add chatglm2
* add
* gather needed kernels
* fix some bugs
* finish context forward
* finish context stage
* fix
* add
* pause
* add
* fix bugs
* finish chatglm
* fix bug
* change some logic
* fix bugs
* change some logics
* add
* add
* add
* fix
* fix tests
* fix
2023-09-22 11:12:50 +08:00
946ab56c48
[feature] add gptq for inference ( #4754 )
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* [gptq] add gptq kernel (#4416 )
* add gptq
* refactor code
* fix tests
* replace auto-gptq
* rname inferance/quant
* refactor test
* add auto-gptq as an option
* reset requirements
* change assert and check auto-gptq
* add import warnings
* change test flash attn version
* remove example
* change requirements of flash_attn
* modify tests
* [skip ci] change requirements-test
* [gptq] faster gptq cuda kernel (#4494 )
* [skip ci] add cuda kernels
* add license
* [skip ci] fix max_input_len
* format files & change test size
* [skip ci]
* [gptq] add gptq tensor parallel (#4538 )
* add gptq tensor parallel
* add gptq tp
* delete print
* add test gptq check
* add test auto gptq check
* [gptq] combine gptq and kv cache manager (#4706 )
* combine gptq and kv cache manager
* add init bits
* delete useless code
* add model path
* delete usless print and update test
* delete usless import
* move option gptq to shard config
* change replace linear to shardformer
* update bloom policy
* delete useless code
* fix import bug and delete uselss code
* change colossalai/gptq to colossalai/quant/gptq
* update import linear for tests
* delete useless code and mv gptq_kernel to kernel directory
* fix triton kernel
* add triton import
2023-09-22 11:02:50 +08:00
1e0e080837
[bug] Fix the version check bug in colossalai run when generating the cmd. ( #4713 )
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* Fix the version check bug in colossalai run when generating the cmd.
* polish code
2023-09-22 10:50:47 +08:00
3e05c07bb8
[lazy] support torch 2.0 ( #4763 )
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* [lazy] support _like methods and clamp
* [lazy] pass transformers models
* [lazy] fix device move and requires grad
* [lazy] fix requires grad and refactor api
* [lazy] fix requires grad
2023-09-21 16:30:23 +08:00
901ab1eedd
[chat]: add lora merge weights config ( #4766 )
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* feat: modify lora merge weights fn
* feat: add lora merge weights config
2023-09-21 16:23:59 +08:00
493a5efeab
[doc] add shardformer doc to sidebar ( #4768 )
2023-09-21 14:53:16 +08:00
66f3926019
[doc] clean up outdated docs ( #4765 )
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* [doc] clean up outdated docs
* [doc] fix linking
* [doc] fix linking
2023-09-21 11:36:20 +08:00
df66741f77
[bug] fix get_default_parser in examples ( #4764 )
2023-09-21 10:42:25 +08:00
c0a033700c
[shardformer] fix master param sync for hybrid plugin/rewrite unwrapping logic ( #4758 )
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* fix master param sync for hybrid plugin
* rewrite unwrap for ddp/fsdp
* rewrite unwrap for zero/gemini
* rewrite unwrap for hybrid plugin
* fix geemini unwrap
* fix bugs
2023-09-20 18:29:37 +08:00
7b9b86441f
[chat]: update rm, add wandb and fix bugs ( #4471 )
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* 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>
2023-09-20 15:53:58 +08:00
07c2e3d09c
Merge pull request #4757 from ppt0011/main
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[doc] explain suitable use case for each plugin
2023-09-20 11:57:43 +08:00
4d7537ba25
[doc] put native colossalai plugins first in description section
2023-09-20 09:24:10 +08:00
e10d9f087e
[doc] add model examples for each plugin
2023-09-19 18:01:23 +08:00
a04337bfc3
[doc] put individual plugin explanation in front
2023-09-19 16:27:37 +08:00
10513f203c
[doc] explain suitable use case for each plugin
2023-09-19 15:50:14 +08:00
079bf3cb26
[misc] update pre-commit and run all files ( #4752 )
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* [misc] update pre-commit
* [misc] run pre-commit
* [misc] remove useless configuration files
* [misc] ignore cuda for clang-format
2023-09-19 14:20:26 +08:00
3c6b831c26
[format] applied code formatting on changed files in pull request 4743 ( #4750 )
...
Co-authored-by: github-actions <github-actions@github.com>
2023-09-18 16:52:42 +08:00
b5f9e37c70
[legacy] clean up legacy code ( #4743 )
...
* [legacy] remove outdated codes of pipeline (#4692 )
* [legacy] remove cli of benchmark and update optim (#4690 )
* [legacy] remove cli of benchmark and update optim
* [doc] fix cli doc test
* [legacy] fix engine clip grad norm
* [legacy] remove outdated colo tensor (#4694 )
* [legacy] remove outdated colo tensor
* [test] fix test import
* [legacy] move outdated zero to legacy (#4696 )
* [legacy] clean up utils (#4700 )
* [legacy] clean up utils
* [example] update examples
* [legacy] clean up amp
* [legacy] fix amp module
* [legacy] clean up gpc (#4742 )
* [legacy] clean up context
* [legacy] clean core, constants and global vars
* [legacy] refactor initialize
* [example] fix examples ci
* [example] fix examples ci
* [legacy] fix tests
* [example] fix gpt example
* [example] fix examples ci
* [devops] fix ci installation
* [example] fix examples ci
2023-09-18 16:31:06 +08:00
32e7f99416
[kernel] update triton init #4740 ( #4740 )
2023-09-18 09:44:27 +08:00
d151dcab74
[doc] explaination of loading large pretrained models ( #4741 )
2023-09-15 21:04:07 +08:00
4c4482f3ad
[example] llama2 add fine-tune example ( #4673 )
...
* [shardformer] update shardformer readme
[shardformer] update shardformer readme
[shardformer] update shardformer readme
* [shardformer] update llama2/opt finetune example and shardformer update to llama2
* [shardformer] update llama2/opt finetune example and shardformer update to llama2
* [shardformer] update llama2/opt finetune example and shardformer update to llama2
* [shardformer] change dataset
* [shardformer] change dataset
* [shardformer] fix CI
* [shardformer] fix
* [shardformer] fix
* [shardformer] fix
* [shardformer] fix
* [shardformer] fix
[example] update opt example
[example] resolve comments
fix
fix
* [example] llama2 add finetune example
* [example] llama2 add finetune example
* [example] llama2 add finetune example
* [example] llama2 add finetune example
* fix
* update llama2 example
* update llama2 example
* fix
* update llama2 example
* update llama2 example
* update llama2 example
* update llama2 example
* update llama2 example
* update llama2 example
* Update requirements.txt
* update llama2 example
* update llama2 example
* update llama2 example
2023-09-15 18:45:44 +08:00
ac2797996b
[shardformer] add custom policy in hybrid parallel plugin ( #4718 )
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* add custom policy
* update assert
2023-09-15 17:53:13 +08:00
451c3465fb
[doc] polish shardformer doc ( #4735 )
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* arrange position of chapters
* fix typos in seq parallel doc
2023-09-15 17:39:10 +08:00
73eb3e8862
Merge pull request #4738 from ppt0011/main
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[legacy] remove deterministic data loader test
2023-09-15 17:34:42 +08:00
608cffaed3
[example] add gpt2 HybridParallelPlugin example ( #4653 )
...
* add gpt2 HybridParallelPlugin example
* update readme and testci
* update test ci
* fix test_ci bug
* update requirements
* add requirements
* update requirements
* add requirement
* rename file
2023-09-15 17:12:46 +08:00
Yuanheng Zhao