90cd5227a3
[Fix/Inference]Fix vllm benchmark ( #5630 )
...
* Fix bugs about OOM when running vllm-0.4.0
* rm used params
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7 months ago
279300dc5f
[Inference/Refactor] Refactor compilation mechanism and unified multi hw ( #5613 )
...
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7 months ago
04863a9b14
[example] Update Llama Inference example ( #5629 )
...
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7 months ago
f4c5aafe29
[example] llama3 ( #5631 )
...
* release llama3
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7 months ago
4de4e31818
[exampe] update llama example ( #5626 )
...
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7 months ago
862fbaaa62
[Feature] Support LLaMA-3 CPT and ST ( #5619 )
...
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7 months ago
12f10d5b0b
[Fix/Inference]Fix CUDA Rotary Rmbedding GQA ( #5623 )
...
* fix rotary embedding GQA
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7 months ago
5d4c1fe8f5
[Fix/Inference] Fix GQA Triton and Support Llama3 ( #5624 )
...
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---------
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7 months ago
e094933da1
[shardformer] fix pipeline grad ckpt ( #5620 )
...
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7 months ago
ccf72797e3
feat baichuan2 rmsnorm whose hidden size equals to 5120 ( #5611 )
7 months ago
d83c633ca6
[hotfix] Fix examples no pad token & auto parallel codegen bug; ( #5606 )
...
* fix no pad token bug
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---------
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7 months ago
e37ee2fb65
[Feat]Tensor Model Parallel Support For Inference ( #5563 )
...
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7 months ago
be396ad6cc
[Inference/Kernel] Add Paged Decoding kernel, sequence split within the same thread block ( #5531 )
...
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7 months ago
a0ad587c24
[shardformer] refactor embedding resize ( #5603 )
...
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Co-authored-by: digger yu <digger-yu@outlook.com>
Co-authored-by: binmakeswell <binmakeswell@gmail.com>
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Co-authored-by: digger yu <digger-yu@outlook.com>
Co-authored-by: binmakeswell <binmakeswell@gmail.com>
* [rebase] rebase main to resize-embedding (#5581 )
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Co-authored-by: github-actions <github-actions@github.com>
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---------
Co-authored-by: Wenhao Chen <cwher@outlook.com>
* [Fix] Grok-1 use tokenizer from the same pretrained path (#5532 )
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Co-authored-by: Tong Li <tong.li352711588@gmail.com>
* [shardformer, pipeline] add `gradient_checkpointing_ratio` and heterogenous shard policy for llama (#5508 )
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Co-authored-by: Edenzzzz <wtan45@wisc.edu>
* [shardformer] Sequence Parallelism Optimization (#5533 )
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Co-authored-by: linsj20 <linsj20@mails.tsinghua.edu.cn>
* fix bugs when useing sp and flashattention together
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---------
Co-authored-by: linsj20 <linsj20@mails.tsinghua.edu.cn>
* [hotfix] quick fixes to make legacy tutorials runnable (#5559 )
Co-authored-by: Edenzzzz <wtan45@wisc.edu>
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7 months ago
3788fefc7a
[zero] support multiple (partial) backward passes ( #5596 )
...
* [zero] support multiple (partial) backward passes
* [misc] update requirements
7 months ago
89049b0d89
[doc] fix ColossalMoE readme ( #5599 )
...
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7 months ago
56b222eff8
[inference/model]Adapted to the baichuan2-7B model ( #5591 )
...
* Adapted to the baichuan2-7B model
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7 months ago
d4cb023b62
[Inference/Refactor] Delete Duplicated code and refactor vec_copy utils and reduce utils ( #5593 )
...
* delete duplicated code and refactor vec_copy utils and reduce utils
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7 months ago
a21912339a
refactor csrc ( #5582 )
8 months ago
25928d8496
[Inference/Spec-Dec] Merge pull request #5565 from hpcaitech/feat/speculative-decoding
...
Add Speculative Decoding and GLIDE Spec-Dec
8 months ago
f8598e3ec5
[Fix] Llama Modeling Control with Spec-Dec ( #5580 )
...
- fix ref before asgmt
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8 months ago
e60d430cf5
[Fix] resolve conflicts of rebasing feat/speculative-decoding ( #5557 )
...
- resolve conflicts of rebasing feat/speculative-decoding
8 months ago
e1acb58423
[doc] Add inference/speculative-decoding README ( #5552 )
...
* add README for spec-dec
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8 months ago
d85d91435a
[Inference/SpecDec] Support GLIDE Drafter Model ( #5455 )
...
* add glide-llama policy and modeling
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8 months ago
912e24b2aa
[SpecDec] Fix inputs for speculation and revise past KV trimming ( #5449 )
...
* fix drafter pastkv and usage of batch bucket
8 months ago
a37f82629d
[Inference/SpecDec] Add Speculative Decoding Implementation ( #5423 )
...
* fix flash decoding mask during verification
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8 months ago
5a9b05f7b2
[Inference/SpecDec] Add Basic Drafter Model Container ( #5405 )
...
* [Infer/Fix] Fix Dependency in test - RMSNorm kernel (#5399 )
fix dependency in pytest
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8 months ago
d63c469f45
[Infer] Revise and Adapt Triton Kernels for Spec-Dec ( #5401 )
...
* [Infer/Fix] Fix Dependency in test - RMSNorm kernel (#5399 )
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8 months ago
d56c96334e
Sync main to feature/colossal-infer
...
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8 months ago
7ca1d1c545
remove outdated triton test
8 months ago
d78817539e
[pre-commit.ci] auto fixes from pre-commit.com hooks
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8 months ago
ce9401ad52
remove unused triton kernels
8 months ago
ed5ebd1735
[Fix] resolve conflicts of merging main
8 months ago
641b1ee71a
[devops] remove post commit ci ( #5566 )
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8 months ago
7ebdf48ac5
add cast and op_functor for cuda build-in types ( #5546 )
8 months ago
341263df48
[hotfix] fix typo s/get_defualt_parser /get_default_parser ( #5548 )
8 months ago
a799ca343b
[fix] fix typo s/muiti-node /multi-node etc. ( #5448 )
8 months ago
15055f9a36
[hotfix] quick fixes to make legacy tutorials runnable ( #5559 )
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Co-authored-by: Edenzzzz <wtan45@wisc.edu>
8 months ago
8e412a548e
[shardformer] Sequence Parallelism Optimization ( #5533 )
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* sequence parallel optimization
* validate sequence parallel in llama (code to be polished)
* shardformer api writing
* integrate sequence parallel in ShardFormer
* fix pp bugs and sp bugs for LlaMa model
* integrating ring-based sequence parallelism into ShardFormer
* [sequence parallelism]: Add fused megatron function
* integrating ring-based sequence parallelism into ShardFormer
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Co-authored-by: linsj20 <linsj20@mails.tsinghua.edu.cn>
* fix bugs when useing sp and flashattention together
* fix operation function name
* support flash attention for ulysses-style sp
* clarify sp process group
* fix compatibility bugs in moe plugin
* fix fused linear bugs
* fix linear layer test
* support gpt model all-to-all sp
* modify shard data dimension (meant to be dim=-1)
* support megtron-style sp and distributed attn for llama model
* [shardformer] add megatron sp to llama
* support llama7B 128k with distributed attention
* [shardformer] robustness enhancement
* add block attn
* sp mode 1: keep input as a complete sequence
* fix sp compatability
* finish sp mode 3 support for gpt
* using all_to_all_single when batch size is 1
* support mode 2 sp in gpt2 (#5 )
* [shardformer] add megatron sp to llama
* support llama7B 128k with distributed attention
* [shardformer] robustness enhancement
* add block attn
* sp mode 1: keep input as a complete sequence
* fix sp compatability
* refactor ring implementation
* support mode 2 sp in gpt2
* polish code
* enable distributed attn mask when using sp mode 2 and 3 in llama
* automatically enable flash attn when using sp mode 2 and 3 in llama
* inplace attn mask
* add zero2 support for sequence parallel
* polish code
* fix bugs
* fix gemini checkpoint io
* loose tensor checking atol and rtol
* add comment
* fix llama layernorm grad
* fix zero grad
* fix zero grad
* fix conflict
* update split and gather auto grad func
* sequence parallel: inside text split (#6 )
* polish code (part 1)
* polish code (part 2)
* polish code (part 2.5)
* polish code (part 3)
* sequence parallel: inside text split
* miscellaneous minor fixes
* polish code
* fix ulysses style ZeRO
* sequence parallel: inside text split
* miscellaneous minor fixes
* disaggregate sp group and dp group for sp
* fix llama and gpt sp
* polish code
* move ulysses grad sync to ddp (#9 )
* remove zero_stage and unbind the grad sync for alltoall sp
* add 2d group creation test
* move ulysses grad sync to ddp
* add 2d group creation test
* remove useless code
* change shard config not to enable sp when enable_all_optimizations
* add sp warnings for several model
* remove useless code
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Co-authored-by: linsj20 <linsj20@mails.tsinghua.edu.cn>
8 months ago
7e0ec5a85c
fix incorrect sharding without zero ( #5545 )
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Co-authored-by: Edenzzzz <wtan45@wisc.edu>
8 months ago
4bb5d8923a
[Fix/Inference] Remove unused and non-functional functions ( #5543 )
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* [fix] remove unused func
* rm non-functional partial
8 months ago
a2878e39f4
[Inference] Add Reduce Utils ( #5537 )
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* add reduce utils
* add using to delele namespace prefix
8 months ago
04aca9e55b
[Inference/Kernel]Add get_cos_and_sin Kernel ( #5528 )
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* Add get_cos_and_sin kernel
* fix code comments
* fix code typos
* merge common codes of get_cos_and_sin kernel.
* Fixed a typo
* Changed 'asset allclose' to 'assert equal'.
8 months ago
e614aa34f3
[shardformer, pipeline] add `gradient_checkpointing_ratio` and heterogenous shard policy for llama ( #5508 )
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* feat: add `GradientCheckpointConfig` and `PipelineGradientCheckpointConfig`
* feat: apply `GradientCheckpointConfig` to policy and llama_forward
* feat: move `distribute_layer` and `get_stage_index` to PipelineStageManager
* fix: add optional args for `distribute_layer` and `get_stage_index`
* fix: fix changed API calls
* test: update llama tests
* style: polish `GradientCheckpointConfig`
* fix: fix pipeline utils tests
8 months ago
df5e9c53cf
[ColossalChat] Update RLHF V2 ( #5286 )
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* Add dpo. Fix sft, ppo, lora. Refactor all
* fix and tested ppo
* 2 nd round refactor
* add ci tests
* fix ci
* fix ci
* fix readme, style
* fix readme style
* fix style, fix benchmark
* reproduce benchmark result, remove useless files
* rename to ColossalChat
* use new image
* fix ci workflow
* fix ci
* use local model/tokenizer for ci tests
* fix ci
* fix ci
* fix ci
* fix ci timeout
* fix rm progress bar. fix ci timeout
* fix ci
* fix ci typo
* remove 3d plugin from ci temporary
* test environment
* cannot save optimizer
* support chat template
* fix readme
* fix path
* test ci locally
* restore build_or_pr
* fix ci data path
* fix benchmark
* fix ci, move ci tests to 3080, disable fast tokenizer
* move ci to 85
* support flash attention 2
* add all-in-one data preparation script. Fix colossal-llama2-chat chat template
* add hardware requirements
* move ci test data
* fix save_model, add unwrap
* fix missing bos
* fix missing bos; support grad accumulation with gemini
* fix ci
* fix ci
* fix ci
* fix llama2 chat template config
* debug sft
* debug sft
* fix colossalai version requirement
* fix ci
* add sanity check to prevent NaN loss
* fix requirements
* add dummy data generation script
* add dummy data generation script
* add dummy data generation script
* add dummy data generation script
* update readme
* update readme
* update readme and ignore
* fix logger bug
* support parallel_output
* modify data preparation logic
* fix tokenization
* update lr
* fix inference
* run pre-commit
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Co-authored-by: Tong Li <tong.li352711588@gmail.com>
8 months ago
36c4bb2893
[Fix] Grok-1 use tokenizer from the same pretrained path ( #5532 )
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* [fix] use tokenizer from the same pretrained path
* trust remote code
8 months ago
934e31afb2
The writing style of tail processing and the logic related to macro definitions have been optimized. ( #5519 )
8 months ago
00525f7772
[shardformer] fix pipeline forward error if custom layer distribution is used ( #5189 )
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* Use self.[distribute_layers|get_stage_index] to exploit custom layer distribution
* Change static methods for t5 layer distribution to member functions
* Change static methods for whisper layer distribution to member functions
* Replace whisper policy usage with self one
* Fix test case to use non-static layer distribution methods
* fix: fix typo
---------
Co-authored-by: Wenhao Chen <cwher@outlook.com>
8 months ago
e6707a6e8d
[format] applied code formatting on changed files in pull request 5510 ( #5517 )
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Co-authored-by: github-actions <github-actions@github.com>
8 months ago
19e1a5cf16
[shardformer] update colo attention to support custom mask ( #5510 )
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* [feature] refactor colo attention (#5462 )
* [extension] update api
* [feature] add colo attention
* [feature] update sdpa
* [feature] update npu attention
* [feature] update flash-attn
* [test] add flash attn test
* [test] update flash attn test
* [shardformer] update modeling to fit colo attention (#5465 )
* [misc] refactor folder structure
* [shardformer] update llama flash-attn
* [shardformer] fix llama policy
* [devops] update tensornvme install
* [test] update llama test
* [shardformer] update colo attn kernel dispatch
* [shardformer] update blip2
* [shardformer] update chatglm
* [shardformer] update gpt2
* [shardformer] update gptj
* [shardformer] update opt
* [shardformer] update vit
* [shardformer] update colo attention mask prep
* [shardformer] update whisper
* [test] fix shardformer tests (#5514 )
* [test] fix shardformer tests
* [test] fix shardformer tests
8 months ago
yuehuayingxueluo