aaeb520ce3
Merge pull request #4542 from hpcaitech/chatglm
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[coati] Add chatglm in coati
2023-09-04 16:09:45 +08:00
8d7b02290f
[doc] add llama2 benchmark ( #4604 )
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* [doc] add llama2 benchmark
* [doc] add llama2 benchmark
2023-09-04 13:49:33 +08:00
7a978eb3d0
[DOC] hotfix/llama2news ( #4595 )
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* [doc] add llama2 news
* [doc] add llama2 news
* [doc] add llama2 news
2023-09-04 11:50:27 +08:00
63ecafb1fb
[checkpointio] optimize zero optim checkpoint io ( #4591 )
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* [zero] update checkpoint io to save memory
* [checkpointio] add device map to save memory
2023-09-04 11:26:45 +08:00
508ca36fe3
[pipeline] 1f1b schedule receive microbatch size ( #4589 )
2023-09-01 21:45:14 +08:00
cfa607080f
[Fix] Fix compile error ( #4357 )
2023-09-01 18:12:58 +08:00
eb952ea88d
Update Dockerfile ( #4499 )
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fix dockerfile build
2023-09-01 18:12:34 +08:00
cbac782254
[zero]fix zero ckptIO with offload ( #4529 )
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* fix zero ckptio with offload
* fix load device
* saved tensors in ckpt should be on CPU
* fix unit test
* fix unit test
* add clear cache
* save memory for CI
2023-09-01 17:41:19 +08:00
38ccb8b1a3
[shardformer] support from_pretrained when loading model with HybridParallelPlugin ( #4575 )
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* hybrid plugin support huggingface from_pretrained
* add huggingface compatibility tests
* add folder cleaning
* fix bugs
2023-09-01 17:40:01 +08:00
c9625dbb63
[shardformer] support sharded optimizer checkpointIO of HybridParallelPlugin ( #4540 )
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* implement sharded optimizer saving
* add more param info
* finish implementation of sharded optimizer saving
* fix bugs in optimizer sharded saving
* add pp+zero test
* param group loading
* greedy loading of optimizer
* fix bug when loading
* implement optimizer sharded saving
* add optimizer test & arrange checkpointIO utils
* fix gemini sharding state_dict
* add verbose option
* add loading of master params
* fix typehint
* fix master/working mapping in fp16 amp
2023-08-31 14:50:47 +08:00
2c787d7f47
[shardformer] fix submodule replacement bug when enabling pp ( #4544 )
2023-08-31 09:57:18 +08:00
c7b60f7547
[devops] cancel previous runs in the PR ( #4546 )
2023-08-30 23:07:21 +08:00
f1ae8c9104
[example] change accelerate version ( #4431 )
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Co-authored-by: Siyuan Tian <siyuant@vmware.com>
Co-authored-by: Hongxin Liu <lhx0217@gmail.com>
2023-08-30 22:56:13 +08:00
8e2e1992b8
[example] update streamlit 0.73.1 to 1.11.1 ( #4386 )
2023-08-30 22:54:45 +08:00
ec18fc7340
[shardformer] support pp+tp+zero1 tests ( #4531 )
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* [shardformer] fix opt test hanging
* fix
* test
* test
* test
* fix test
* fix test
* remove print
* add fix
* [shardformer] pp+tp+zero1
[shardformer] pp+tp+zero1
[shardformer] pp+tp+zero1
[shardformer] pp+tp+zero1
[shardformer] pp+tp+zero1
[shardformer] pp+tp+zero1
* [shardformer] pp+tp+zero1
* [shardformer] pp+tp+zero1
* [shardformer] pp+tp+zero1
* [shardformer] pp+tp+zero1
2023-08-30 21:29:18 +08:00
12c95a9fed
fix runtime prepare pass ( #4502 )
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Co-authored-by: lufang.chen <lufang.chen@nio.com>
2023-08-30 17:29:38 +08:00
9f852f2489
keep requirements same with main branch
2023-08-30 16:27:12 +08:00
d367b88785
[shardformer] fix opt test hanging ( #4521 )
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* [shardformer] fix opt test hanging
* fix
* test
* test
* test
* fix test
* fix test
* remove print
* add fix
2023-08-30 14:50:34 +08:00
c648dc093f
fix colossalai version in coati examples
2023-08-30 11:14:19 +08:00
661a1ef712
Merge pull request #4541 from ver217/coati/chatglm
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[coati] update ci
2023-08-30 11:01:41 +08:00
1c43bfd54e
[coati] update ci
2023-08-30 10:55:56 +08:00
e241b74f24
[shardformer] Add overlap support for gpt2 ( #4535 )
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* add overlap support for gpt2
* remove unused code
* remove unused code
2023-08-29 18:30:50 +08:00
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
2023-08-29 17:58:51 +08:00
0387a47e63
[shardformer] fix emerged bugs after updating transformers ( #4526 )
2023-08-29 11:25:05 +08:00
0b00def881
[example] add llama2 example ( #4527 )
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* [example] transfer llama-1 example
* [example] fit llama-2
* [example] refactor scripts folder
* [example] fit new gemini plugin
* [cli] fix multinode runner
* [example] fit gemini optim checkpoint
* [example] refactor scripts
* [example] update requirements
* [example] update requirements
* [example] rename llama to llama2
* [example] update readme and pretrain script
* [example] refactor scripts
2023-08-28 17:59:11 +08:00
c554b7f559
[shardformer/fix overlap bug] fix overlap bug, add overlap as an option in shardco… ( #4516 )
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* fix overlap bug and support bert, add overlap as an option in shardconfig
* support overlap for chatglm and bloom
2023-08-28 17:16:40 +08:00
376533a564
[shardformer] zero1+pp and the corresponding tests ( #4517 )
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* pause
* finish pp+zero1
* Update test_shard_vit.py
2023-08-28 10:51:16 +08:00
44eab2b27f
[shardformer] support sharded checkpoint IO for models of HybridParallelPlugin ( #4506 )
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* add APIs
* implement save_sharded_model
* add test for hybrid checkpointio
* implement naive loading for sharded model
* implement efficient sharded model loading
* open a new file for hybrid checkpoint_io
* small fix
* fix circular importing
* fix docstring
* arrange arguments and apis
* small fix
2023-08-25 22:04:57 +08:00
de8a65babc
[shardformer] opt fix. ( #4514 )
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* [shardformer] chatglm support sequence parallel
[shardformer] chatglm support sequence parallel
[shardformer] chatglm support sequence parallel
[shardformer] chatglm support sequence parallel
[shardformer] chatglm support sequence parallel
[shardformer] chatglm support sequence parallel
* fix
fix
fix
fix
* [shardformer] jit fused fix
* [shardformer] jit fused fix
* [shardformer] jit fused fix
* [shardformer] jit fused fix
* [shardformer] jit fused fix
* [shardformer] jit fused fix
* [shardformer] jit fused fix
* activate checks
* [Test] test ci
* test ci
* test ci
* test ci
* test ci
* test ci
* test ci
* fix
2023-08-25 19:41:24 +08:00
839847b7d7
[zero]support zero2 with gradient accumulation ( #4511 )
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* support gradient accumulation with zero2
* fix type
2023-08-25 13:44:07 +08:00
c0efc3ebcb
[format] applied code formatting on changed files in pull request 4479 ( #4504 )
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Co-authored-by: github-actions <github-actions@github.com>
2023-08-25 10:00:53 +08:00
3353e55c80
[shardformer] vit/llama/t5 ignore the sequence parallelism flag and some fix. ( #4498 )
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* [shardformer] chatglm support sequence parallel
[shardformer] chatglm support sequence parallel
[shardformer] chatglm support sequence parallel
[shardformer] chatglm support sequence parallel
[shardformer] chatglm support sequence parallel
[shardformer] chatglm support sequence parallel
* fix
fix
fix
fix
* [shardformer] jit fused fix
* [shardformer] jit fused fix
* [shardformer] jit fused fix
* [shardformer] jit fused fix
* [shardformer] jit fused fix
* [shardformer] jit fused fix
* [shardformer] jit fused fix
* activate checks
2023-08-24 15:50:02 +08:00
27061426f7
[gemini] improve compatibility and add static placement policy ( #4479 )
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* [gemini] remove distributed-related part from colotensor (#4379 )
* [gemini] remove process group dependency
* [gemini] remove tp part from colo tensor
* [gemini] patch inplace op
* [gemini] fix param op hook and update tests
* [test] remove useless tests
* [test] remove useless tests
* [misc] fix requirements
* [test] fix model zoo
* [test] fix model zoo
* [test] fix model zoo
* [test] fix model zoo
* [test] fix model zoo
* [misc] update requirements
* [gemini] refactor gemini optimizer and gemini ddp (#4398 )
* [gemini] update optimizer interface
* [gemini] renaming gemini optimizer
* [gemini] refactor gemini ddp class
* [example] update gemini related example
* [example] update gemini related example
* [plugin] fix gemini plugin args
* [test] update gemini ckpt tests
* [gemini] fix checkpoint io
* [example] fix opt example requirements
* [example] fix opt example
* [example] fix opt example
* [example] fix opt example
* [gemini] add static placement policy (#4443 )
* [gemini] add static placement policy
* [gemini] fix param offload
* [test] update gemini tests
* [plugin] update gemini plugin
* [plugin] update gemini plugin docstr
* [misc] fix flash attn requirement
* [test] fix gemini checkpoint io test
* [example] update resnet example result (#4457 )
* [example] update bert example result (#4458 )
* [doc] update gemini doc (#4468 )
* [example] update gemini related examples (#4473 )
* [example] update gpt example
* [example] update dreambooth example
* [example] update vit
* [example] update opt
* [example] update palm
* [example] update vit and opt benchmark
* [hotfix] fix bert in model zoo (#4480 )
* [hotfix] fix bert in model zoo
* [test] remove chatglm gemini test
* [test] remove sam gemini test
* [test] remove vit gemini test
* [hotfix] fix opt tutorial example (#4497 )
* [hotfix] fix opt tutorial example
* [hotfix] fix opt tutorial example
2023-08-24 09:29:25 +08:00
e04436a82a
[shardformer] tests for 3d parallel ( #4493 )
2023-08-23 15:05:24 +08:00
59e252ecdb
[shardformer] chatglm support sequence parallel ( #4482 )
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* [shardformer] chatglm support sequence parallel
[shardformer] chatglm support sequence parallel
[shardformer] chatglm support sequence parallel
[shardformer] chatglm support sequence parallel
[shardformer] chatglm support sequence parallel
[shardformer] chatglm support sequence parallel
* fix
fix
fix
fix
2023-08-22 23:59:31 +08:00
351351a36e
[shardformer/sequence parallel] not support opt of seq-parallel, add warning and fix a bug in gpt2 pp ( #4488 )
2023-08-22 17:35:35 +08:00
5545114fd8
rename chatglm to chatglm2 ( #4484 )
2023-08-22 14:13:31 +08:00
285fe7ba71
[chat] update config and prompt ( #4139 )
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* update config and prompt
* update config
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Co-authored-by: Qianran Ma <qianranm@luchentech.com>
2023-08-21 14:30:25 +08:00
1c7df566e2
[shardformer] support tp+zero for shardformer ( #4472 )
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* support tp+zero/input type cast for hybridplugin
* add tp+zero tests
* fix bucket arguments
2023-08-21 12:04:52 +08:00
8739aa7fa0
[shardformer] Pipeline/whisper ( #4456 )
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* add some base tests and policies
* finish whisper base model
* add conditional generation
* finish basic tests
* whisper
* finish whisper
* finish whisper
* del useless whisper test
* fix
* add argmin to replace
* finish revision
2023-08-18 21:29:25 +08:00
a27e0bb494
[shardformer] bert support sequence parallel. ( #4455 )
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* [shardformer] bert support sequence parallel
[shardformer] bert support sequence parallel
[shardformer] bert support sequence parallel
[shardformer] bert support sequence parallel
[shardformer] bert support sequence parallel
[shardformer] bert support sequence parallel
[shardformer] bert support sequence parallel
[shardformer] bert support sequence parallel
[shardformer] bert support sequence parallel
* [shardformer] bert support sequence parallel
[shardformer] bert support sequence parallel
[shardformer] bert support sequence parallel
* [shardformer] bert support sequence parallel
2023-08-18 18:04:55 +08:00
0ecd71e041
[shardformer] bloom support sequence parallel ( #4465 )
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[shardformer] bloom support sequence parallel
2023-08-18 15:34:18 +08:00
7c8be77081
[shardformer/sequence parallel] support gpt2 seq parallel with pp/dp/tp ( #4460 )
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* support gpt2 seq parallel with pp/dp/tp
* fix a bug when waiting for stream done
* delete unused gpt2_seq file
2023-08-18 11:21:53 +08:00
a78daf6180
[shardformer] support interleaved pipeline ( #4448 )
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* support interleaved pipeline
* fix unit test
* remove virtual stage test in stage mgr
* add droped type hint and updated bwd
2023-08-16 19:29:03 +08:00
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
2023-08-16 18:56:52 +08:00
6ef33f75aa
[shardformer] support DDP in HybridPlugin/add tp+dp tests ( #4446 )
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* support DDP for HybridPlugin/add tp+dp tests
* add docstring for HybridParallelPlugin
2023-08-16 16:11:57 +08:00
424629fea0
[shardformer/sequence parallel] Cherry pick commit to new branch ( #4450 )
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* [shardformer/sequence parallel] Support sequence parallel for gpt2 (#4384 )
* [sequence parallel] add sequence parallel linear col/row support (#4336 )
* add sequence parallel linear col/row support
* add annotation
* add annotation
* add support for gpt2 fused qkv linear layer
* support sequence parallel in GPT2
* add docstring and note
* add requirments
* remove unused flash-attb
* modify flash attn test
* modify flash attn setting
* modify flash attn code
* add assert before divide, rename forward function
* [shardformer/test] fix gpt2 test with seq-parallel
* [shardformer/sequence parallel] Overlap input gather and grad computation during col backward (#4401 )
* overlap gather input / grad computing during col backward
* modify test for overlap
* simplify code
* fix code and modify cuda stream synchronize
* [shardformer/sequence parallel] polish code
2023-08-16 15:41:20 +08:00
d20dceb9a3
[format] applied code formatting on changed files in pull request 4441 ( #4445 )
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Co-authored-by: github-actions <github-actions@github.com>
2023-08-16 10:47:23 +08:00
5d4efdf58f
[shardformer] fix import
2023-08-15 23:25:14 +08:00
73a4144b91
[shardformer] fix embedding
2023-08-15 23:25:14 +08:00
yingliu-hpc