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Author SHA1 Message Date
Ruonan Wang
1917bbe626 LLM: fix BF16Linear related training & inference issue (#9755) 
* fix bf16 related issue

* fix

* update based on comment & add arc lora script

* update readme

* update based on comment

* update based on comment

* update

* force to bf16

* fix style

* move check input dtype into function

* update convert

* meet code review

* meet code review

* update merged model to support new training_mode api

* fix typo
 2023-12-25 14:49:30 +08:00
Xiangyu Tian
30dab36f76 [LLM] vLLM: Fix kv cache init (#9771) 
Fix kv cache init
 2023-12-25 14:17:06 +08:00
Yina Chen
449b387125 Support relora in bigdl-llm (#9687) 
* init

* fix style

* update

* support resume & update readme

* update

* update

* remove important

* add training mode

* meet comments
 2023-12-25 14:04:28 +08:00
Shaojun Liu
b6222404b8 bigdl-llm stable version: let the perf test fail if the difference between perf and baseline is greater than 5% (#9750) 
* test

* test

* test

* update

* revert
 2023-12-25 13:47:11 +08:00
Ziteng Zhang
986f65cea9 [LLM] Add trust_remote_code for local renamed model in bigdl_llm_model.py (#9762) 2023-12-25 11:31:14 +08:00
Yishuo Wang
be13b162fe add codeshell example (#9743) 2023-12-25 10:54:01 +08:00
Guancheng Fu
daf536fb2d vLLM: Apply attention optimizations for selective batching (#9758) 
* fuse_rope for prefil

* apply kv_cache optimizations

* apply fast_decoding_path

* Re-enable kv_cache optimizations for prefill

* reduce KV_CACHE_ALLOC_BLOCK for selective_batching
 2023-12-25 10:29:31 +08:00
binbin Deng
ed8ed76d4f LLM: update deepspeed autotp usage (#9733) 2023-12-25 09:41:14 +08:00
Chen, Zhentao
4a98bfa5ae fix harness manual run env typo (#9763) 2023-12-22 18:42:35 +08:00
Yuwen Hu
02436c6cce [LLM] Enable more long context in-out pairs for iGPU perf tests (#9765) 
* Add test for 1024-128 and enable more tests for 512-64

* Fix date in results csv name to the time when the performance is triggered

* Small fix

* Small fix

* further fixes
 2023-12-22 18:18:23 +08:00
Chen, Zhentao
7fd7c37e1b Enable fp8e5 harness (#9761) 
* fix precision format like fp8e5

* match fp8_e5m2
 2023-12-22 16:59:48 +08:00
Qiyuan Gong
4c487313f2 Revert "[LLM] IPEX auto importer turn on by default for XPU (#9730)" (#9759) 
This reverts commit 0284801fbd.
 2023-12-22 16:38:24 +08:00
Qiyuan Gong
0284801fbd [LLM] IPEX auto importer turn on by default for XPU (#9730) 
* Set BIGDL_IMPORT_IPEX default to true, i.e., auto import IPEX for XPU.
* Remove import intel_extension_for_pytorch as ipex from GPU example.
* Add support for bigdl-core-xe-21.
 2023-12-22 16:20:32 +08:00
Xin Qiu
95c03765cb Update install_gpu.md, remove kernel 5.19 requirement. (#9757) 
* Update install_gpu.md

* Update install_gpu.md

* Update install_gpu.md

* Update install_gpu.md

* Update install_gpu.md

* Update install_gpu.md

* Update install_gpu.md

* Update install_gpu.md

* Update install_gpu.md

* Small fixes

---------

Co-authored-by: Yuwen Hu <yuwen.hu@intel.com>
 2023-12-22 16:17:56 +08:00
Yuwen Hu
1c8c104bb8 [LLM] Small fixes for igpu win perf tests (#9756) 2023-12-22 15:51:03 +08:00
Chen, Zhentao
86a69e289c fix harness runner label of manual trigger (#9754) 
* fix runner

* update golden
 2023-12-22 15:09:22 +08:00
WeiguangHan
2d1bf20309 LLM: small fix llm_performance_tests.html (#9753) 
* LLM: small fix llm_performance_tests.html

* reslove some comments

* revert the llm_performance_test.yaml
 2023-12-22 13:55:01 +08:00
Guancheng Fu
fdf93c9267 Implement selective batching for vLLM (#9659) 
* add control to load hf model

* finish initial version of selective_batching

* temp

* finish

* Remove print statement

* fix error

* Apply yang's optimization

* a version that works

* We need to check kv_cache passed in, this could be an error. TODO: add fast decoding path

* format

* temp solution: not batching prefill requests

* a version that works for prefill batching

* format

* a solid version: works normally

* a temp version

* Solid version: remove redundant functions

* fix format

* format

* solid: add option to enable selective_batching

* remove logic for using transformer models

* format

* format

* solid: enable argument VLLM_ENABLE_SELECTIVE_BATCHING

* format

* finish

* format
 2023-12-22 13:45:46 +08:00
Ruonan Wang
2f36769208 LLM: bigdl-llm lora support & lora example (#9740) 
* lora support and single card example

* support multi-card, refactor code

* fix model id and style

* remove torch patch, add two new class for bf16, update example

* fix style

* change to training_mode

* small fix

* add more info in help

* fixstyle, update readme

* fix ut

* fix ut

* Handling compatibility issues with default LoraConfig
 2023-12-22 11:05:39 +08:00
SONG Ge
ba0b939579 [LLM] Support transformers-v4.36.0 on mistral model (#9744) 
* add support transformers-v4.36.0 on mistral model

* python/llm/src/bigdl/llm/transformers/models/mistral.py

* make the redundant implementation as utils

* fix code style

* fix

* fix style

* update with utils enough_kv_room
 2023-12-22 09:59:27 +08:00
Xin Qiu
e36111e713 mixstral fused qkv and rope (#9724) 
* mixstral fused qkv and rope

* fix and clean

* fix style

* update

* update

* fix

* update

* fix
 2023-12-22 09:26:35 +08:00
Jiao Wang
e4f6e43675 safetenor to false (#9728) 2023-12-21 14:41:51 -08:00
Shaojun Liu
bb52239e0a bigdl-llm stable version release & test (#9732) 
* stable version test

* trigger spr test

* update

* trigger

* test

* test

* test

* test

* test

* refine

* release linux first
 2023-12-21 22:55:33 +08:00
WeiguangHan
d4d2ccdd9d LLM: remove startcorder-15.5b (#9748) 2023-12-21 18:52:52 +08:00
WeiguangHan
474c099559 LLM: using separate threads to do inference (#9727) 
* using separate threads to do inference

* resolve some comments

* resolve some comments

* revert llm_performance_tests.yml file
 2023-12-21 17:56:43 +08:00
Yishuo Wang
426660b88e simplify qwen attention (#9747) 2023-12-21 17:53:29 +08:00
Wang, Jian4
984697afe2 LLM: Add bloom gguf support (#9734) 
* init

* update bloom add merges

* update

* update readme

* update for llama error

* update
 2023-12-21 14:06:25 +08:00
Heyang Sun
df775cf316 fix python style (#9742) 
* fix python style

* fix

* fix
 2023-12-21 11:25:05 +08:00
Chen, Zhentao
b06a3146c8 Fix 70b oom (#9738) 
* add default value to bigdl llm

* fix model oom
 2023-12-21 10:40:52 +08:00
Xin Qiu
6c3e698bf1 mistral decoding_fast_path and fused mlp (#9714) 
* mistral decoding_fast_path and fused mlp

* meet code review
 2023-12-21 10:11:37 +08:00
Heyang Sun
d157f623b6 Load Mixtral gguf in a block-wise way (#9725) 
* Load Mixtral gguf in a block-wise way

* refine
 2023-12-21 10:03:23 +08:00
WeiguangHan
34bb804189 LLM: check csv and its corresponding yaml file (#9702) 
* LLM: check csv and its corresponding yaml file

* run PR arc perf test

* modify the name of some variables

* execute the check results script in right place

* use cp to replace mv command

* resolve some comments

* resolve more comments

* revert the llm_performance_test.yaml file
 2023-12-21 09:54:33 +08:00
Zhao Changmin
4bda975a3e LLM: Align lowbit model config (#9735) 
* align lowbit model config
 2023-12-21 09:48:58 +08:00
Wang, Jian4
e1e921f425 LLM: gguf other model using dtype (#9729) 2023-12-21 09:33:40 +08:00
Yishuo Wang
13ea6330bd optimize qwen rope (#9737) 2023-12-20 17:34:34 +08:00
Ziteng Zhang
4c032a433e [LLM] Add glibc checker (#9624) 
* Add glibc checker
* Add env BIGDL_GLIBC_CHECK to control glibc checker. The default is false, i.e., don't check.
 2023-12-20 16:52:43 +08:00
Yina Chen
cd652a1710 Support fp8 e5m2 on arc (#9711) 
* init

* fix style

* update

* fix style

* update
 2023-12-20 16:26:17 +08:00
Yishuo Wang
e54c428d30 add bf16/fp16 fuse mlp support (#9726) 2023-12-20 10:40:45 +08:00
Heyang Sun
612651cb5d fix typo (#9723) 2023-12-20 09:41:59 +08:00
WeiguangHan
3aa8b66bc3 LLM: remove starcoder-15.5b model temporarily (#9720) 2023-12-19 20:14:46 +08:00
Yishuo Wang
522cf5ed82 [LLM] Improve chatglm2/3 rest token performance with long context (#9716) 2023-12-19 17:29:38 +08:00
Yishuo Wang
f2e6abb563 fix mlp batch size check (#9718) 2023-12-19 14:22:22 +08:00
Heyang Sun
1fa7793fc0 Load Mixtral GGUF Model (#9690) 
* Load Mixtral GGUF Model

* refactor

* fix empty tensor when to cpu

* update gpu and cpu readmes

* add dtype when set tensor into module
 2023-12-19 13:54:38 +08:00
Qiyuan Gong
d0a3095b97 [LLM] IPEX auto importer (#9706) 
* IPEX auto importer and get_ipex_version.
* Add BIGDL_IMPORT_IPEX to control auto import, default is false.
 2023-12-19 13:39:38 +08:00
Yang Wang
f4fb58d99c fusing qkv project and rope (#9612) 
* Try fusing qkv project and rope

* add fused mlp

* fuse append cache

* fix style and clean up code

* clean up
 2023-12-18 16:45:00 -08:00
Kai Huang
4c112ee70c Rename qwen in model name for arc perf test (#9712) 2023-12-18 20:34:31 +08:00
Cengguang Zhang
4d22add4af LLM: fix qwen efficiency issue in perf-test. 2023-12-18 18:32:54 +08:00
Ruonan Wang
8ed89557e5 LLM: add mlp optimization of mixtral (#9709) 2023-12-18 16:59:52 +08:00
Chen, Zhentao
b3647507c0 Fix harness workflow (#9704) 
* error when larger than 0.001

* fix env setup

* fix typo

* fix typo
 2023-12-18 15:42:10 +08:00
binbin Deng
12df70953e LLM: add resume_from_checkpoint related section (#9705) 2023-12-18 12:27:02 +08:00