Commit Graph

11 Commits (2a718c8be89918ec70b88f1f059148a7294dbccb)

Author SHA1 Message Date
Jianghai 730103819d
[Inference]Fused kv copy into rotary calculation (#5383)
* revise rotary embedding

* remove useless print

* adapt

* fix

* add

* fix

* modeling

* fix

* fix

* fix

* fused kv copy

* fused copy

* colossalai/kernel/triton/no_pad_rotary_embedding.py

* del padding llama

* del
2024-02-21 11:31:48 +08:00
yuehuayingxueluo 8c69debdc7
[Inference]Support vllm testing in benchmark scripts (#5379)
* add vllm benchmark scripts

* fix code style

* update run_benchmark.sh

* fix code style
2024-02-08 15:27:26 +08:00
Frank Lee 8106ede07f
Revert "[Inference] Adapt to Fused rotary (#5348)" (#5373)
This reverts commit 9f4ab2eb92.
2024-02-07 14:27:04 +08:00
Jianghai 9f4ab2eb92
[Inference] Adapt to Fused rotary (#5348)
* revise rotary embedding

* remove useless print

* adapt

* fix

* add

* fix

* modeling

* fix

* fix

* fix
2024-02-07 11:36:04 +08:00
yuehuayingxueluo 21ad4a27f9
[Inference/opt]Optimize the mid tensor of RMS Norm (#5350)
* opt rms_norm

* fix bugs in rms_layernorm
2024-02-02 15:06:01 +08:00
yuehuayingxueluo 249644c23b
[Inference]Repalce Attention layer and MLP layer by shardformer to optimize the weight transpose operation,add fused_qkv and fused linear_add (#5340)
* add fused qkv

* replace attn and mlp by shardformer

* fix bugs in mlp

* add docstrings

* fix test_inference_engine.py

* add optimize unbind

* add fused_addmm

* rm squeeze(1)

* refactor codes

* fix ci bugs

* rename ShardFormerLlamaMLP and ShardFormerLlamaAttention

* Removed the dependency on LlamaFlashAttention2

* rollback test_inference_engine.py
2024-02-01 15:49:39 +08:00
yuehuayingxueluo 4f28cb43c0
[inference]Optimize the usage of the mid tensors space in flash attn (#5304)
* opt flash attn

* opt tmp tensor

* fix benchmark_llama

* fix code style

* fix None logic for output tensor

* fix adapted to get_xine_cache

* add comment

* fix ci bugs

* fix some codes

* rm duplicated codes

* rm duplicated codes

* fix code style

* add _get_dtype in config.py
2024-01-26 14:00:10 +08:00
yuehuayingxueluo 86b63f720c
[Inference]Adapted to the triton attn kernels (#5264)
* adapted to the triton attn kernels

* fix pad input

* adapted to copy_kv_to_blocked_cache

* fix ci test

* update kv memcpy

* remove print
2024-01-17 16:03:10 +08:00
Hongxin Liu 1cd7efc520
[inference] refactor examples and fix schedule (#5077)
* [setup] refactor infer setup

* [hotfix] fix infenrece behavior on 1 1 gpu

* [exmaple] refactor inference examples
2023-11-21 10:46:03 +08:00
Bin Jia 4e3959d316
[hotfix/hybridengine] Fix init model with random parameters in benchmark (#5074)
* fix init model with random parameters

* fix example
2023-11-20 20:15:25 +08:00
Xu Kai fd6482ad8c
[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>
2023-11-19 21:05:05 +08:00