mirror of https://github.com/hpcaitech/ColossalAI
6 Commits (e5ce4c8ea634f4f2ad8ceeaf409bcb0f4503a521)
| Author | SHA1 | Message | Date |
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Xu Kai
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fd6482ad8c
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[inference] Refactor inference architecture (#5057)
* [inference] support only TP (#4998) * support only tp * enable tp * add support for bloom (#5008) * [refactor] refactor gptq and smoothquant llama (#5012) * refactor gptq and smoothquant llama * fix import error * fix linear import torch-int * fix smoothquant llama import error * fix import accelerate error * fix bug * fix import smooth cuda * fix smoothcuda * [Inference Refactor] Merge chatglm2 with pp and tp (#5023) merge chatglm with pp and tp * [Refactor] remove useless inference code (#5022) * remove useless code * fix quant model * fix test import bug * mv original inference legacy * fix chatglm2 * [Refactor] refactor policy search and quant type controlling in inference (#5035) * [Refactor] refactor policy search and quant type controling in inference * [inference] update readme (#5051) * update readme * update readme * fix architecture * fix table * fix table * [inference] udpate example (#5053) * udpate example * fix run.sh * fix rebase bug * fix some errors * update readme * add some features * update interface * update readme * update benchmark * add requirements-infer --------- Co-authored-by: Bin Jia <45593998+FoolPlayer@users.noreply.github.com> Co-authored-by: Zhongkai Zhao <kanezz620@gmail.com> |
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Bin Jia
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b6696beb04
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[Pipeline Inference] Merge pp with tp (#4993)
* refactor pipeline into new CaiInferEngine * updata llama modeling forward * merge tp with pp * update docstring * optimize test workflow and example * fix typo * add assert and todo |
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Bin Jia
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1db6727678
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[Pipeline inference] Combine kvcache with pipeline inference (#4938)
* 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 |
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github-actions[bot]
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486d06a2d5
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[format] applied code formatting on changed files in pull request 4820 (#4886)
Co-authored-by: github-actions <github-actions@github.com> |
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Bin Jia
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08a9f76b2f
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[Pipeline Inference] Sync pipeline inference branch to main (#4820)
* [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) |
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Cuiqing Li
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bce0f16702
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[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
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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
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