ColossalAI

Commit Graph

Author	SHA1	Message	Date
Baizhou Zhang	d8ceeac14e	[hotfix] fix typo in hybrid parallel io (#4697 )	1 year ago
flybird11111	8844691f4b	[shardformer] update shardformer readme (#4689 ) * [shardformer] update shardformer readme * [shardformer] update shardformer readme * [shardformer] update shardformer readme * [shardformer] update shardformer readme * [shardformer] update shardformer readme	1 year ago
Baizhou Zhang	1d454733c4	[doc] Update booster user documents. (#4669 ) * update booster_api.md * update booster_checkpoint.md * update booster_plugins.md * move transformers importing inside function * fix Dict typing * fix autodoc bug * small fix	1 year ago
Cuiqing Li	bce0f16702	[Feature] The first PR to Add TP inference engine, kv-cache manager and related kernels for our inference system (#4577 ) * [infer] Infer/llama demo (#4503) * add * add infer example * finish * finish * stash * fix * [Kernels] add inference token attention kernel (#4505) * add token forward * fix tests * fix comments * add try import triton * add adapted license * add tests check * [Kernels] add necessary kernels (llama & bloom) for attention forward and kv-cache manager (#4485) * added _vllm_rms_norm * change place * added tests * added tests * modify * adding kernels * added tests: * adding kernels * modify * added * updating kernels * adding tests * added tests * kernel change * submit * modify * added * edit comments * change name * change commnets and fix import * add * added * combine codes (#4509) * [feature] add KV cache manager for llama & bloom inference (#4495) * add kv cache memory manager * add stateinfo during inference * format * format * rename file * add kv cache test * revise on BatchInferState * file dir change * [Bug FIx] import llama context ops fix (#4524) * added _vllm_rms_norm * change place * added tests * added tests * modify * adding kernels * added tests: * adding kernels * modify * added * updating kernels * adding tests * added tests * kernel change * submit * modify * added * edit comments * change name * change commnets and fix import * add * added * fix * add ops into init.py * add * [Infer] Add TPInferEngine and fix file path (#4532) * add engine for TP inference * move file path * update path * fix TPInferEngine * remove unused file * add engine test demo * revise TPInferEngine * fix TPInferEngine, add test * fix * Add Inference test for llama (#4508) * add kv cache memory manager * add stateinfo during inference * add * add infer example * finish * finish * format * format * rename file * add kv cache test * revise on BatchInferState * add inference test for llama * fix conflict * feature: add some new features for llama engine * adapt colossalai triton interface * Change the parent class of llama policy * add nvtx * move llama inference code to tensor_parallel * fix __init__.py * rm tensor_parallel * fix: fix bugs in auto_policy.py * fix:rm some unused codes * mv colossalai/tpinference to colossalai/inference/tensor_parallel * change __init__.py * save change * fix engine * Bug fix: Fix hang * remove llama_infer_engine.py --------- Co-authored-by: yuanheng-zhao <jonathan.zhaoyh@gmail.com> Co-authored-by: CjhHa1 <cjh18671720497@outlook.com> * [infer] Add Bloom inference policy and replaced methods (#4512) * add bloom inference methods and policy * enable pass BatchInferState from model forward * revise bloom infer layers/policies * add engine for inference (draft) * add test for bloom infer * fix bloom infer policy and flow * revise bloom test * fix bloom file path * remove unused codes * fix bloom modeling * fix dir typo * fix trivial * fix policy * clean pr * trivial fix * Revert "[infer] Add Bloom inference policy and replaced methods (#4512)" (#4552) This reverts commit `17cfa57140`. * [Doc] Add colossal inference doc (#4549) * create readme * add readme.md * fix typos * [infer] Add Bloom inference policy and replaced methods (#4553) * add bloom inference methods and policy * enable pass BatchInferState from model forward * revise bloom infer layers/policies * add engine for inference (draft) * add test for bloom infer * fix bloom infer policy and flow * revise bloom test * fix bloom file path * remove unused codes * fix bloom modeling * fix dir typo * fix trivial * fix policy * clean pr * trivial fix * trivial * Fix Bugs In Llama Model Forward (#4550) * add kv cache memory manager * add stateinfo during inference * add * add infer example * finish * finish * format * format * rename file * add kv cache test * revise on BatchInferState * add inference test for llama * fix conflict * feature: add some new features for llama engine * adapt colossalai triton interface * Change the parent class of llama policy * add nvtx * move llama inference code to tensor_parallel * fix __init__.py * rm tensor_parallel * fix: fix bugs in auto_policy.py * fix:rm some unused codes * mv colossalai/tpinference to colossalai/inference/tensor_parallel * change __init__.py * save change * fix engine * Bug fix: Fix hang * remove llama_infer_engine.py * bug fix: fix bugs about infer_state.is_context_stage * remove pollcies * fix: delete unused code * fix: delete unused code * remove unused coda * fix conflict --------- Co-authored-by: yuanheng-zhao <jonathan.zhaoyh@gmail.com> Co-authored-by: CjhHa1 <cjh18671720497@outlook.com> * [doc] add colossal inference fig (#4554) * create readme * add readme.md * fix typos * upload fig * [NFC] fix docstring for colossal inference (#4555) Fix docstring and comments in kv cache manager and bloom modeling * fix docstring in llama modeling (#4557) * [Infer] check import vllm (#4559) * change import vllm * import apply_rotary_pos_emb * change import location * [DOC] add installation req (#4561) * add installation req * fix * slight change * remove empty * [Feature] rms-norm transfer into inference llama.py (#4563) * add installation req * fix * slight change * remove empty * add rmsnorm polciy * add * clean codes * [infer] Fix tp inference engine (#4564) * fix engine prepare data * add engine test * use bloom for testing * revise on test * revise on test * reset shardformer llama (#4569) * [infer] Fix engine - tensors on different devices (#4570) * fix diff device in engine * [codefactor] Feature/colossal inference (#4579) * code factors * remove * change coding (#4581) * [doc] complete README of colossal inference (#4585) * complete fig * Update README.md * [doc]update readme (#4586) * update readme * Update README.md * bug fix: fix bus in llama and bloom (#4588) * [BUG FIX]Fix test engine in CI and non-vllm kernels llama forward (#4592) * fix tests * clean * clean * fix bugs * add * fix llama non-vllm kernels bug * modify * clean codes * [Kernel]Rmsnorm fix (#4598) * fix tests * clean * clean * fix bugs * add * fix llama non-vllm kernels bug * modify * clean codes * add triton rmsnorm * delete vllm kernel flag * [Bug Fix]Fix bugs in llama (#4601) * fix tests * clean * clean * fix bugs * add * fix llama non-vllm kernels bug * modify * clean codes * bug fix: remove rotary_positions_ids --------- Co-authored-by: cuiqing.li <lixx3527@gmail.com> * [kernel] Add triton layer norm & replace norm for bloom (#4609) * add layernorm for inference * add test for layernorm kernel * add bloom layernorm replacement policy * trivial: path * [Infer] Bug fix rotary embedding in llama (#4608) * fix rotary embedding * delete print * fix init seq len bug * rename pytest * add benchmark for llama * refactor codes * delete useless code * [bench] Add bloom inference benchmark (#4621) * add bloom benchmark * readme - update benchmark res * trivial - uncomment for testing (#4622) * [Infer] add check triton and cuda version for tests (#4627) * fix rotary embedding * delete print * fix init seq len bug * rename pytest * add benchmark for llama * refactor codes * delete useless code * add check triton and cuda * Update sharder.py (#4629) * [Inference] Hot fix some bugs and typos (#4632) * fix * fix test * fix conflicts * [typo]Comments fix (#4633) * fallback * fix commnets * bug fix: fix some bugs in test_llama and test_bloom (#4635) * [Infer] delete benchmark in tests and fix bug for llama and bloom (#4636) * fix rotary embedding * delete print * fix init seq len bug * rename pytest * add benchmark for llama * refactor codes * delete useless code * add check triton and cuda * delete benchmark and fix infer bugs * delete benchmark for tests * delete useless code * delete bechmark function in utils * [Fix] Revise TPInferEngine, inference tests and benchmarks (#4642) * [Fix] revise TPInferEngine methods and inference tests * fix llama/bloom infer benchmarks * fix infer tests * trivial fix: benchmakrs * trivial * trivial: rm print * modify utils filename for infer ops test (#4657) * [Infer] Fix TPInferEngine init & inference tests, benchmarks (#4670) * fix engine funcs * TPInferEngine: receive shard config in init * benchmarks: revise TPInferEngine init * benchmarks: remove pytest decorator * trivial fix * use small model for tests * [NFC] use args for infer benchmarks (#4674) * revise infer default (#4683) * [Fix] optimize/shard model in TPInferEngine init (#4684) * remove using orig model in engine * revise inference tests * trivial: rename --------- Co-authored-by: Jianghai <72591262+CjhHa1@users.noreply.github.com> Co-authored-by: Xu Kai <xukai16@foxmail.com> Co-authored-by: Yuanheng Zhao <54058983+yuanheng-zhao@users.noreply.github.com> Co-authored-by: yuehuayingxueluo <867460659@qq.com> Co-authored-by: yuanheng-zhao <jonathan.zhaoyh@gmail.com> Co-authored-by: CjhHa1 <cjh18671720497@outlook.com>	1 year ago
flybird11111	eedaa3e1ef	[shardformer]fix gpt2 double head (#4663 ) * [shardformer]fix gpt2 test [shardformer]fix gpt2 test [shardformer]fix gpt2 test * fix * [shardformer] add todo * [shardformer] add todo	1 year ago
Hongxin Liu	554aa9592e	[legacy] move communication and nn to legacy and refactor logger (#4671 ) * [legacy] move communication to legacy (#4640) * [legacy] refactor logger and clean up legacy codes (#4654) * [legacy] make logger independent to gpc * [legacy] make optim independent to registry * [legacy] move test engine to legacy * [legacy] move nn to legacy (#4656) * [legacy] move nn to legacy * [checkpointio] fix save hf config * [test] remove useledd rpc pp test * [legacy] fix nn init * [example] skip tutorial hybriad parallel example * [devops] test doc check * [devops] test doc check	1 year ago
Hongxin Liu	536397cc95	[devops] fix concurrency group (#4667 )	1 year ago
flybird11111	7486ed7d3a	[shardformer] update llama2/opt finetune example and fix llama2 policy (#4645 ) * [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	1 year ago
Hongxin Liu	a686f9ddc8	[devops] fix concurrency group and compatibility test (#4665 ) * [devops] fix concurrency group * [devops] fix compatibility test * [devops] fix tensornvme install * [devops] fix tensornvme install * [devops] fix colossalai install	1 year ago
Baizhou Zhang	295b38fecf	[example] update vit example for hybrid parallel plugin (#4641 ) * update vit example for hybrid plugin * reset tp/pp size * fix dataloader iteration bug * update optimizer passing in evaluation/add grad_accum * change criterion * wrap tqdm * change grad_accum to grad_checkpoint * fix pbar	1 year ago
Baizhou Zhang	660eed9124	[pipeline] set optimizer to optional in execute_pipeline (#4630 ) * set optimizer to optional in execute_pipeline * arrange device and mixed precision in booster init * fix execute_pipeline in booster.py	1 year ago
eric8607242	c3d5fa3bac	[shardformer] Support customized policy for llamav2 based model with HybridParallelPlugin (#4624 ) * Enable policy assignment in HybridPlugin and enable llama policy for llamav2 * Remove Policy from Plugin * revert changes of plugin HybridParallelModule * revert changes in plugin * upgrade transformers * revert transformers version --------- Co-authored-by: flybird11111 <1829166702@qq.com>	1 year ago
Hongxin Liu	9709b8f502	[release] update version (#4623 )	1 year ago
Hongxin Liu	efba0f44b9	Merge pull request #4612 from hpcaitech/feature/shardformer [shardformer] update hybrid parallel plugin and fix bugs	1 year ago
Hongxin Liu	fae6c92ead	Merge branch 'main' into feature/shardformer	1 year ago
Hongxin Liu	ac178ca5c1	[legacy] move builder and registry to legacy (#4603 )	1 year ago
Hongxin Liu	8accecd55b	[legacy] move engine to legacy (#4560 ) * [legacy] move engine to legacy * [example] fix seq parallel example * [example] fix seq parallel example * [test] test gemini pluging hang * [test] test gemini pluging hang * [test] test gemini pluging hang * [test] test gemini pluging hang * [test] test gemini pluging hang * [example] update seq parallel requirements	1 year ago
Hongxin Liu	89fe027787	[legacy] move trainer to legacy (#4545 ) * [legacy] move trainer to legacy * [doc] update docs related to trainer * [test] ignore legacy test	1 year ago
Hongxin Liu	bd18678478	[test] fix gemini checkpoint and gpt test (#4620 )	1 year ago
Hongxin Liu	807e01a4ba	[zero] hotfix master param sync (#4618 ) * [zero] add method to update master params * [zero] update zero plugin * [plugin] update low level zero plugin	1 year ago
Hongxin Liu	e71d245293	[test] ignore gpt2 shardformer test (#4619 )	1 year ago
flybird11111	ec0866804c	[shardformer] update shardformer readme (#4617 ) [shardformer] update shardformer readme [shardformer] update shardformer readme	1 year ago
Bin Jia	86d22581e4	[shardformer] Add overlap optional for HybridParallelPlugin (#4615 ) * add optional overlap for plugin * remove fixed todo	1 year ago
Hongxin Liu	a39a5c66fe	Merge branch 'main' into feature/shardformer	1 year ago
Baizhou Zhang	e79b1e80e2	[checkpointio] support huggingface from_pretrained for all plugins (#4606 )	1 year ago
flybird11111	0a94fcd351	[shardformer] update bert finetune example with HybridParallelPlugin (#4584 ) * [shardformer] fix opt test hanging * fix * test * test * test * fix test * fix test * remove print * add fix * [shardformer] add bert finetune example * [shardformer] add bert finetune example * [shardformer] add bert finetune example * [shardformer] add bert finetune example * [shardformer] add bert finetune example * [shardformer] add bert finetune example * [shardformer] fix epoch change * [shardformer] broadcast add pp group * [shardformer] fix opt test hanging * fix * test * test * [shardformer] zero1+pp and the corresponding tests (#4517) * pause * finish pp+zero1 * Update test_shard_vit.py * [shardformer/fix overlap bug] fix overlap bug, add overlap as an option in shardco… (#4516) * fix overlap bug and support bert, add overlap as an option in shardconfig * support overlap for chatglm and bloom * [shardformer] fix emerged bugs after updating transformers (#4526) * test * fix test * fix test * remove print * add fix * [shardformer] add bert finetune example * [shardformer] add bert finetune example * [shardformer] Add overlap support for gpt2 (#4535) * add overlap support for gpt2 * remove unused code * remove unused code * [shardformer] support pp+tp+zero1 tests (#4531) * [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 * [shardformer] fix submodule replacement bug when enabling pp (#4544) * [shardformer] support sharded optimizer checkpointIO of HybridParallelPlugin (#4540) * 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 * [shardformer] add bert finetune example * [shardformer] add bert finetune example * [shardformer] add bert finetune example * [shardformer] add bert finetune example * [shardformer] fix epoch change * [shardformer] broadcast add pp group * rebase feature/shardformer * update pipeline * [shardformer] fix * [shardformer] fix * [shardformer] bert finetune fix * [shardformer] add all_reduce operation to loss add all_reduce operation to loss * [shardformer] make compatible with pytree. make compatible with pytree. * [shardformer] disable tp disable tp * [shardformer] add 3d plugin to ci test * [shardformer] update num_microbatches to None * [shardformer] update microbatchsize * [shardformer] update assert * update scheduler * update scheduler --------- Co-authored-by: Jianghai <72591262+CjhHa1@users.noreply.github.com> Co-authored-by: Bin Jia <45593998+FoolPlayer@users.noreply.github.com> Co-authored-by: Baizhou Zhang <eddiezhang@pku.edu.cn>	1 year ago
Jianghai	24c0768795	[shardformer] Pytree fix (#4533 ) * pytree test * test bert * test bert * test bert * revise * add register * add register	1 year ago
yingliu-hpc	aaeb520ce3	Merge pull request #4542 from hpcaitech/chatglm [coati] Add chatglm in coati	1 year ago
binmakeswell	8d7b02290f	[doc] add llama2 benchmark (#4604 ) * [doc] add llama2 benchmark * [doc] add llama2 benchmark	1 year ago
binmakeswell	7a978eb3d0	[DOC] hotfix/llama2news (#4595 ) * [doc] add llama2 news * [doc] add llama2 news * [doc] add llama2 news	1 year ago
Hongxin Liu	63ecafb1fb	[checkpointio] optimize zero optim checkpoint io (#4591 ) * [zero] update checkpoint io to save memory * [checkpointio] add device map to save memory	1 year ago
Hongxin Liu	508ca36fe3	[pipeline] 1f1b schedule receive microbatch size (#4589 )	1 year ago
Mashiro	cfa607080f	[Fix] Fix compile error (#4357 )	1 year ago
栾鹏	eb952ea88d	Update Dockerfile (#4499 ) fix dockerfile build	1 year ago
LuGY	cbac782254	[zero]fix zero ckptIO with offload (#4529 ) * 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	1 year ago
Baizhou Zhang	38ccb8b1a3	[shardformer] support from_pretrained when loading model with HybridParallelPlugin (#4575 ) * hybrid plugin support huggingface from_pretrained * add huggingface compatibility tests * add folder cleaning * fix bugs	1 year ago
Baizhou Zhang	c9625dbb63	[shardformer] support sharded optimizer checkpointIO of HybridParallelPlugin (#4540 ) * 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	1 year ago
Baizhou Zhang	2c787d7f47	[shardformer] fix submodule replacement bug when enabling pp (#4544 )	1 year ago
Hongxin Liu	c7b60f7547	[devops] cancel previous runs in the PR (#4546 )	1 year ago
Tian Siyuan	f1ae8c9104	[example] change accelerate version (#4431 ) Co-authored-by: Siyuan Tian <siyuant@vmware.com> Co-authored-by: Hongxin Liu <lhx0217@gmail.com>	1 year ago
ChengDaqi2023	8e2e1992b8	[example] update streamlit 0.73.1 to 1.11.1 (#4386 )	1 year ago
flybird11111	ec18fc7340	[shardformer] support pp+tp+zero1 tests (#4531 ) * [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	1 year ago
Lufang Chen	12c95a9fed	fix runtime prepare pass (#4502 ) Co-authored-by: lufang.chen <lufang.chen@nio.com>	1 year ago
Ying Liu	9f852f2489	keep requirements same with main branch	1 year ago
flybird11111	d367b88785	[shardformer] fix opt test hanging (#4521 ) * [shardformer] fix opt test hanging * fix * test * test * test * fix test * fix test * remove print * add fix	1 year ago
Ying Liu	c648dc093f	fix colossalai version in coati examples	1 year ago
yingliu-hpc	661a1ef712	Merge pull request #4541 from ver217/coati/chatglm [coati] update ci	1 year ago
ver217	1c43bfd54e	[coati] update ci	1 year ago
Bin Jia	e241b74f24	[shardformer] Add overlap support for gpt2 (#4535 ) * add overlap support for gpt2 * remove unused code * remove unused code	1 year ago
yingliu-hpc	1467e3b41b	[coati] add chatglm model (#4539 ) * 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

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2896 Commits (refactor/inference) All Branches Search

2896 Commits (refactor/inference)

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