1db6727678
[Pipeline inference] Combine kvcache with pipeline inference ( #4938 )
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* merge kvcache with pipeline inference and refactor the code structure
* support ppsize > 2
* refactor pipeline code
* do pre-commit
* modify benchmark
* fix bench mark
* polish code
* add docstring and update readme
* refactor the code
* fix some logic bug of ppinfer
* polish readme
* fix typo
* skip infer test
2023-10-27 16:19:54 +08:00
c6cd629e7a
[Inference]ADD Bench Chatglm2 script ( #4963 )
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* add bench chatglm
* fix bug and make utils
---------
Co-authored-by: CjhHa1 <cjh18671720497outlook.com>
2023-10-24 13:11:15 +08:00
785802e809
[inference] add reference and fix some bugs ( #4937 )
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* add reference and fix some bugs
* update gptq init
---------
Co-authored-by: Xu Kai <xukai16@foxamil.com>
2023-10-20 13:39:34 +08:00
b8e770c832
[test] merge old components to test to model zoo ( #4945 )
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* [test] add custom models in model zoo
* [test] update legacy test
* [test] update model zoo
* [test] update gemini test
* [test] remove components to test
2023-10-20 10:35:08 +08:00
3a41e8304e
[Refactor] Integrated some lightllm kernels into token-attention ( #4946 )
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* add some req for inference
* clean codes
* add codes
* add some lightllm deps
* clean codes
* hello
* delete rms files
* add some comments
* add comments
* add doc
* add lightllm deps
* add lightllm cahtglm2 kernels
* add lightllm cahtglm2 kernels
* replace rotary embedding with lightllm kernel
* add some commnets
* add some comments
* add some comments
* add
* replace fwd kernel att1
* fix a arg
* add
* add
* fix token attention
* add some comments
* clean codes
* modify comments
* fix readme
* fix bug
* fix bug
---------
Co-authored-by: cuiqing.li <lixx336@gmail.com>
Co-authored-by: CjhHa1 <cjh18671720497@outlook.com>
2023-10-19 22:22:47 +08:00
11009103be
[nfc] fix some typo with colossalai/ docs/ etc. ( #4920 )
2023-10-18 15:44:04 +08:00
486d06a2d5
[format] applied code formatting on changed files in pull request 4820 ( #4886 )
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Co-authored-by: github-actions <github-actions@github.com>
2023-10-18 11:46:37 +08:00
c7aa319ba0
[test] add no master test for low level zero plugin ( #4934 )
2023-10-18 11:41:23 +08:00
1f5d2e8062
[hotfix] fix torch 2.0 compatibility ( #4936 )
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* [hotfix] fix launch
* [test] fix test gemini optim
* [shardformer] fix vit
2023-10-18 11:05:25 +08:00
21ba89cab6
[gemini] support gradient accumulation ( #4869 )
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* add test
* fix no_sync bug in low level zero plugin
* fix test
* add argument for grad accum
* add grad accum in backward hook for gemini
* finish implementation, rewrite tests
* fix test
* skip stuck model in low level zero test
* update doc
* optimize communication & fix gradient checkpoint
* modify doc
* cleaning codes
* update cpu adam fp16 case
2023-10-17 14:07:21 +08:00
a41cf88e9b
[format] applied code formatting on changed files in pull request 4908 ( #4918 )
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Co-authored-by: github-actions <github-actions@github.com>
2023-10-17 10:48:24 +08:00
4f68b3f10c
[kernel] support pure fp16 for cpu adam and update gemini optim tests ( #4921 )
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* [kernel] support pure fp16 for cpu adam (#4896 )
* [kernel] fix cpu adam kernel for pure fp16 and update tests (#4919 )
* [kernel] fix cpu adam
* [test] update gemini optim test
2023-10-16 21:56:53 +08:00
7768afbad0
Update flash_attention_patch.py
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To be compatible with the new change in the Transformers library, where a new argument 'padding_mask' was added to forward function of attention layer.
https://github.com/huggingface/transformers/pull/25598
2023-10-16 14:00:45 +08:00
611a5a80ca
[inference] Add smmoothquant for llama ( #4904 )
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* [inference] add int8 rotary embedding kernel for smoothquant (#4843 )
* [inference] add smoothquant llama attention (#4850 )
* add smoothquant llama attention
* remove uselss code
* remove useless code
* fix import error
* rename file name
* [inference] add silu linear fusion for smoothquant llama mlp (#4853 )
* add silu linear
* update skip condition
* catch smoothquant cuda lib exception
* prcocess exception for tests
* [inference] add llama mlp for smoothquant (#4854 )
* add llama mlp for smoothquant
* fix down out scale
* remove duplicate lines
* add llama mlp check
* delete useless code
* [inference] add smoothquant llama (#4861 )
* add smoothquant llama
* fix attention accuracy
* fix accuracy
* add kv cache and save pretrained
* refactor example
* delete smooth
* refactor code
* [inference] add smooth function and delete useless code for smoothquant (#4895 )
* add smooth function and delete useless code
* update datasets
* remove duplicate import
* delete useless file
* refactor codes (#4902 )
* rafactor code
* add license
* add torch-int and smoothquant license
2023-10-16 11:28:44 +08:00
a0684e7bd6
[feature] support no master weights option for low level zero plugin ( #4816 )
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* [feature] support no master weights for low level zero plugin
* [feature] support no master weights for low level zero plugin, remove data copy when no master weights
* remove data copy and typecasting when no master weights
* not load weights to cpu when using no master weights
* fix grad: use fp16 grad when no master weights
* only do not update working param when no master weights
* fix: only do not update working param when no master weights
* fix: passing params in dict format in hybrid plugin
* fix: remove extra params (tp_process_group) in hybrid_parallel_plugin
2023-10-13 07:57:45 +00:00
77a9328304
[inference] add llama2 support ( #4898 )
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* add llama2 support
* fix multi group bug
2023-10-13 13:09:23 +08:00
39f2582e98
[hotfix] fix lr scheduler bug in torch 2.0 ( #4864 )
2023-10-12 14:04:24 +08:00
83b52c56cd
[feature] Add clip_grad_norm for hybrid_parallel_plugin ( #4837 )
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* Add clip_grad_norm for hibrid_parallel_plugin
* polish code
* add unittests
* Move tp to a higher-level optimizer interface.
* bug fix
* polish code
2023-10-12 11:32:37 +08:00
df63564184
[gemini] support amp o3 for gemini ( #4872 )
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* [gemini] support no reuse fp16 chunk
* [gemini] support no master weight for optim
* [gemini] support no master weight for gemini ddp
* [test] update gemini tests
* [test] update gemini tests
* [plugin] update gemini plugin
* [test] fix gemini checkpointio test
* [test] fix gemini checkpoint io
2023-10-12 10:39:08 +08:00
c1fab951e7
Merge pull request #4889 from ppt0011/main
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[doc] add reminder for issue encountered with hybrid adam
2023-10-12 10:27:10 +08:00
ffd9a3cbc9
[hotfix] fix bug in sequence parallel test ( #4887 )
2023-10-11 19:30:41 +08:00
1dcaf249bd
[doc] add reminder for issue encountered with hybrid adam
2023-10-11 17:51:14 +08:00
fdec650bb4
fix test llama ( #4884 )
2023-10-11 17:43:01 +08:00
08a9f76b2f
[Pipeline Inference] Sync pipeline inference branch to main ( #4820 )
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* [pipeline inference] pipeline inference (#4492 )
* add pp stage manager as circle stage
* fix a bug when create process group
* add ppinfer basic framework
* add micro batch manager and support kvcache-pp gpt2 fwd
* add generate schedule
* use mb size to control mb number
* support generate with kv cache
* add output, remove unused code
* add test
* reuse shardformer to build model
* refactor some code and use the same attribute name of hf
* fix review and add test for generation
* remove unused file
* fix CI
* add cache clear
* fix code error
* fix typo
* [Pipeline inference] Modify to tieweight (#4599 )
* add pp stage manager as circle stage
* fix a bug when create process group
* add ppinfer basic framework
* add micro batch manager and support kvcache-pp gpt2 fwd
* add generate schedule
* use mb size to control mb number
* support generate with kv cache
* add output, remove unused code
* add test
* reuse shardformer to build model
* refactor some code and use the same attribute name of hf
* fix review and add test for generation
* remove unused file
* modify the way of saving newtokens
* modify to tieweight
* modify test
* remove unused file
* solve review
* add docstring
* [Pipeline inference] support llama pipeline inference (#4647 )
* support llama pipeline inference
* remove tie weight operation
* [pipeline inference] Fix the blocking of communication when ppsize is 2 (#4708 )
* add benchmark verbose
* fix export tokens
* fix benchmark verbose
* add P2POp style to do p2p communication
* modify schedule as p2p type when ppsize is 2
* remove unused code and add docstring
* [Pipeline inference] Refactor code, add docsting, fix bug (#4790 )
* add benchmark script
* update argparse
* fix fp16 load
* refactor code style
* add docstring
* polish code
* fix test bug
* [Pipeline inference] Add pipeline inference docs (#4817 )
* add readme doc
* add a ico
* Add performance
* update table of contents
* refactor code (#4873 )
2023-10-11 11:40:06 +08:00
652adc2215
Update README.md
2023-10-10 23:19:34 +08:00
afe10a85fd
Update README.md
2023-10-10 23:19:34 +08:00
d6c4b9b370
Update main README.md
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add modelscope model link
2023-10-10 23:19:34 +08:00
3043d5d676
Update modelscope link in README.md
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add modelscope link
2023-10-10 23:19:34 +08:00
6a21f96a87
[doc] update advanced tutorials, training gpt with hybrid parallelism ( #4866 )
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* [doc]update advanced tutorials, training gpt with hybrid parallelism
* [doc]update advanced tutorials, training gpt with hybrid parallelism
* update vit tutorials
* update vit tutorials
* update vit tutorials
* update vit tutorials
* update en/train_vit_with_hybrid_parallel.py
* fix
* resolve comments
* fix
2023-10-10 08:18:55 +00:00
8aed02b957
[nfc] fix minor typo in README ( #4846 )
2023-10-07 17:51:11 +08:00
cd6a962e66
[NFC] polish code style ( #4799 )
2023-10-07 13:36:52 +08:00
07ed155e86
[NFC] polish colossalai/inference/quant/gptq/cai_gptq/__init__.py code style ( #4792 )
2023-10-07 13:36:52 +08:00
eef96e0877
polish code for gptq ( #4793 )
2023-10-07 13:36:52 +08:00
cb3a25a062
[checkpointio] hotfix torch 2.0 compatibility ( #4824 )
2023-10-07 10:45:52 +08:00
ad23460cf8
Merge pull request #4856 from KKZ20/test/model_support_for_low_level_zero
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[test] remove the redundant code of model output transformation in torchrec
2023-10-06 09:32:33 +08:00
81ee91f2ca
Merge pull request #4858 from Shawlleyw/main
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[doc]: typo in document of booster low_level_zero plugin
2023-10-06 09:27:54 +08:00
c97a3523db
fix: typo in comment of low_level_zero plugin
2023-10-05 16:30:34 +00:00
db40e086c8
[test] modify model supporting part of low_level_zero plugin (including correspoding docs)
2023-10-05 15:10:31 +08:00
d1fcc0fa4d
[infer] fix test bug ( #4838 )
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* fix test bug
* delete useless code
* fix typo
2023-10-04 10:01:03 +08:00
013a4bedf0
[inference]fix import bug and delete down useless init ( #4830 )
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* fix import bug and release useless init
* fix
* fix
* fix
2023-10-04 09:18:45 +08:00
573f270537
[Infer] Serving example w/ ray-serve (multiple GPU case) ( #4841 )
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* 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 )
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* 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 )
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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
Bin Jia