Ruonan Wang
054952f82f
LLM: Fix rope of chatglm3 to support speculative decoding on CPU ( #9926 )
2024-01-18 09:28:10 +08:00
Ziteng Zhang
18cd1f1432
[LLM]Solve the problem of calling bmm operator in BF16Linear ( #9924 )
...
* Solve the problem of calling bmm operator in BF16Linear
2024-01-17 18:08:35 +08:00
Yina Chen
98b86f83d4
Support fast rope for training ( #9745 )
...
* init
* init
* fix style
* add test and fix
* address comment
* update
* merge upstream main
2024-01-17 15:51:38 +08:00
Yuwen Hu
0c498a7b64
Add llama2-13b to igpu perf test ( #9920 )
2024-01-17 14:58:45 +08:00
Ruonan Wang
b059a32fff
LLM: add benchmark api for bigdl-llm fp16 on GPU ( #9919 )
...
* add bmk for bigdl fp16
* fix
2024-01-17 14:24:35 +08:00
Ruonan Wang
427f75000b
LLM: fix sdp of chatglm3 ( #9917 )
...
* fix
* fix
* fix
2024-01-17 13:37:28 +08:00
Yishuo Wang
94767da7cf
optimize rwkv v4 first token performance ( #9912 )
2024-01-17 09:27:41 +08:00
Cengguang Zhang
511cbcf773
LLM: add Ceval benchmark test. ( #9872 )
...
* init ceval benchmark test.
* upload dataset.
* add other tests.
* add qwen evaluator.
* fix qwen evaluator style.
* fix qwen evaluator style.
* update qwen evaluator.
* add llama evaluator.
* update eval
* fix typo.
* fix
* fix typo.
* fix llama evaluator.
* fix bug.
* fix style.
* delete dataset.
* fix style.
* fix style.
* add README.md and fix typo.
* fix comments.
* remove run scripts
2024-01-16 19:14:26 +08:00
Shaojun Liu
b909c5c9c2
GGUF load memory optimization ( #9913 )
...
* block-wise
* convert linear for module
* revert
* Fix PEP8 checks Error
2024-01-16 18:54:39 +08:00
Yuwen Hu
8643b62521
[LLM] Support longer context in iGPU perf tests (2048-256) ( #9910 )
2024-01-16 17:48:37 +08:00
Xin Qiu
dee32f7d15
copy fused rms norm's reuslt to avoid <unk> ( #9909 )
2024-01-16 16:54:08 +08:00
Ruonan Wang
8d7326ae03
LLM: fix chatglm3 sdp to support speculative decoding ( #9900 )
...
* fix chatglm3
* fix
* update
* meet code review
* fix
2024-01-16 11:29:13 +08:00
Guancheng Fu
9f34da7cdb
Update PVC XMX condition ( #9901 )
...
* update pvc xmx condition
* update condition
* update conditon
2024-01-15 15:42:15 +08:00
Yishuo Wang
6637860ddf
change xmx condition ( #9896 )
2024-01-12 19:51:48 +08:00
WeiguangHan
0e69bfe6b0
LLM: fix the performance drop of starcoder ( #9889 )
...
* LLM: fix the performance drop of starcoder
* small fix
* small fix
2024-01-12 09:14:15 +08:00
Ruonan Wang
d9cf55bce9
LLM: fix MLP check of mixtral ( #9891 )
2024-01-11 18:01:59 +08:00
Ziteng Zhang
4f4ce73f31
[LLM] Add transformer_autocast_bf16 into all-in-one ( #9890 )
...
* Add transformer_autocast_bf16 into all-in-one
2024-01-11 17:51:07 +08:00
Ziteng Zhang
4af88a67b9
support chatglm3 with bf16 ( #9888 )
...
* support chatglm3 with bigdl-bf16
2024-01-11 16:45:21 +08:00
Yuwen Hu
0aef35a965
[LLM] Improve LLM doc regarding windows gpu related info ( #9880 )
...
* Improve runtime configuration for windows
* Add python 310/311 supports for wheel downloading
* Add troubleshooting for windows gpu
* Remove manually import ipex due to auto importer
* Add info regarding cpu_embedding=True on iGPU
* More info for Windows users
* Small updates to API docs
* Python style fix
* Remove tip for loading from saved optimize_model for now
* Updated based on comments
* Update win info for multi-intel gpus selection
* Small fix
* Small fix
2024-01-11 14:37:16 +08:00
Jinyi Wan
07485eff5a
Add SOLAR-10.7B to README ( #9869 )
2024-01-11 14:28:41 +08:00
WeiguangHan
33fd1f9c76
LLM: fix input length logic for run_transformer_int4_gpu ( #9864 )
...
* LLM: fix input length logic for run_transformer_int4_gpu
* small fix
* small fix
* small fix
2024-01-10 18:20:14 +08:00
Ruonan Wang
53531ae4ee
LLM: support qkv fusion for fp8e5 ( #9878 )
...
* update
* add mistral
* meet code review
2024-01-10 17:50:00 +08:00
Lilac09
cb32b985ec
add mistral and chatglm support to vllm ( #9879 )
...
* add mistral and chatglm support to vllm
* add mistral and chatglm support to vllm
2024-01-10 15:38:42 +08:00
ZehuaCao
e76d984164
[LLM] Support llm-awq vicuna-7b-1.5 on arc ( #9874 )
...
* support llm-awq vicuna-7b-1.5 on arc
* support llm-awq vicuna-7b-1.5 on arc
2024-01-10 14:28:39 +08:00
Ruonan Wang
3e05c9e11b
LLM: update esimd sdp kernel ( #9871 )
2024-01-09 18:10:01 +08:00
Yuwen Hu
023679459e
[LLM] Small fixes for finetune related examples and UTs ( #9870 )
2024-01-09 18:05:03 +08:00
Cheen Hau, 俊豪
b2aa267f50
Enhance LLM GPU installation document ( #9828 )
...
* Improve gpu install doc
* Add troubleshooting - setvars.sh not done properly.
* Further improvements
* 2024.x.x -> 2024.0
* Fixes
* Fix Install BigDL-LLM From Wheel : bigdl-llm[xpu_2.0]
* Remove "export USE_XETLA=OFF" for Max GPU
2024-01-09 16:30:50 +08:00
Yuwen Hu
23fc888abe
Update llm gpu xpu default related info to PyTorch 2.1 ( #9866 )
2024-01-09 15:38:47 +08:00
Yishuo Wang
36496d60ac
only use quantize kv cache on MTL ( #9862 )
2024-01-09 13:24:02 +08:00
ZehuaCao
146076bdb5
Support llm-awq backend ( #9856 )
...
* Support for LLM-AWQ Backend
* fix
* Update README.md
* Add awqconfig
* modify init
* update
* support llm-awq
* fix style
* fix style
* update
* fix AwqBackendPackingMethod not found error
* fix style
* update README
* fix style
---------
Co-authored-by: Uxito-Ada <414416158@qq.com>
Co-authored-by: Heyang Sun <60865256+Uxito-Ada@users.noreply.github.com>
Co-authored-by: cyita <yitastudy@gmail.com>
2024-01-09 13:07:32 +08:00
Ruonan Wang
fea6f16057
LLM: add mlp fusion for fp8e5 and update related check ( #9860 )
...
* update mlp fusion
* fix style
* update
2024-01-09 09:56:32 +08:00
binbin Deng
294fd32787
LLM: update DeepSpeed AutoTP example with GPU memory optimization ( #9823 )
2024-01-09 09:22:49 +08:00
Yuwen Hu
5ba1dc38d4
[LLM] Change default Linux GPU install option to PyTorch 2.1 ( #9858 )
...
* Update default xpu to ipex 2.1
* Update related install ut support correspondingly
* Add arc ut tests for both ipex 2.0 and 2.1
* Small fix
* Diable ipex 2.1 test for now as oneapi 2024.0 has not beed installed on the test machine
* Update document for default PyTorch 2.1
* Small fix
* Small fix
* Small doc fixes
* Small fixes
2024-01-08 17:16:17 +08:00
Mingyu Wei
ed81baa35e
LLM: Use default typing-extension in LangChain examples ( #9857 )
...
* remove typing extension downgrade in readme; minor fixes of code
* fix typos in README
* change default question of docqa.py
2024-01-08 16:50:55 +08:00
Jiao Wang
3b6372ab12
Fix Llama transformers 4.36 support ( #9852 )
...
* supoort 4.36
* style
* update
* update
* update
* fix merge
* update
2024-01-08 00:32:23 -08:00
Chen, Zhentao
1b585b0d40
set fp8 default as e5m2 ( #9859 )
2024-01-08 15:53:57 +08:00
Ruonan Wang
dc995006cc
LLM: add flash attention for mistral / mixtral ( #9846 )
...
* add flash attention for mistral
* update
* add flash attn for mixtral
* fix style
2024-01-08 09:51:34 +08:00
Yishuo Wang
afaa871144
[LLM] support quantize kv cache to fp8 ( #9812 )
2024-01-08 09:28:20 +08:00
Jiao Wang
248ae7fad2
LLama optimize_model to support transformers 4.36 ( #9818 )
...
* supoort 4.36
* style
* update
* update
* update
2024-01-05 11:30:18 -08:00
Ruonan Wang
a60bda3324
LLM: update check for deepspeed ( #9838 )
2024-01-05 16:44:10 +08:00
Ruonan Wang
16433dd959
LLM: fix first token judgement of flash attention ( #9841 )
...
* fix flash attention
* meet code review
* fix
2024-01-05 13:49:37 +08:00
Yina Chen
f919f5792a
fix kv cache out of bound ( #9827 )
2024-01-05 12:38:57 +08:00
Ruonan Wang
5df31db773
LLM: fix accuracy issue of chatglm3 ( #9830 )
...
* add attn mask for first token
* fix
* fix
* change attn calculation
* fix
* fix
* fix style
* fix style
2024-01-05 10:52:05 +08:00
Jinyi Wan
3147ebe63d
Add cpu and gpu examples for SOLAR-10.7B ( #9821 )
2024-01-05 09:50:28 +08:00
WeiguangHan
ad6b182916
LLM: change the color of peak diff ( #9836 )
2024-01-04 19:30:32 +08:00
Xiangyu Tian
38c05be1c0
[LLM] Fix dtype mismatch in Baichuan2-13b ( #9834 )
2024-01-04 15:34:42 +08:00
Ruonan Wang
8504a2bbca
LLM: update qlora alpaca example to change lora usage ( #9835 )
...
* update example
* fix style
2024-01-04 15:22:20 +08:00
Ziteng Zhang
05b681fa85
[LLM] IPEX auto importer set on by default ( #9832 )
...
* Set BIGDL_IMPORT_IPEX default to True
* Remove import intel_extension_for_pytorch as ipex from GPU example
2024-01-04 13:33:29 +08:00
Wang, Jian4
4ceefc9b18
LLM: Support bitsandbytes config on qlora finetune ( #9715 )
...
* test support bitsandbytesconfig
* update style
* update cpu example
* update example
* update readme
* update unit test
* use bfloat16
* update logic
* use int4
* set defalut bnb_4bit_use_double_quant
* update
* update example
* update model.py
* update
* support lora example
2024-01-04 11:23:16 +08:00
WeiguangHan
9a14465560
LLM: add peak diff ( #9789 )
...
* add peak diff
* small fix
* revert yml file
2024-01-03 18:18:19 +08:00
Mingyu Wei
f4eb5da42d
disable arc ut ( #9825 )
2024-01-03 18:10:34 +08:00
Ruonan Wang
20e9742fa0
LLM: fix chatglm3 issue ( #9820 )
...
* fix chatglm3 issue
* small update
2024-01-03 16:15:55 +08:00
Wang, Jian4
a54cd767b1
LLM: Add gguf falcon ( #9801 )
...
* init falcon
* update convert.py
* update style
2024-01-03 14:49:02 +08:00
Yuwen Hu
668c2095b1
Remove unnecessary warning when installing llm ( #9815 )
2024-01-03 10:30:05 +08:00
dingbaorong
f5752ead36
Add whisper test ( #9808 )
...
* add whisper benchmark code
* add librispeech_asr.py
* add bigdl license
2024-01-02 16:36:05 +08:00
binbin Deng
6584539c91
LLM: fix installation of codellama ( #9813 )
2024-01-02 14:32:50 +08:00
Kai Huang
4d01069302
Temp remove baichuan2-13b 1k from arc perf test ( #9810 )
2023-12-29 12:54:13 +08:00
dingbaorong
a2e668a61d
fix arc ut test ( #9736 )
2023-12-28 16:55:34 +08:00
Qiyuan Gong
f0f9d45eac
[LLM] IPEX import support bigdl-core-xe-21 ( #9769 )
...
Add support for bigdl-core-xe-21.
2023-12-28 15:23:58 +08:00
dingbaorong
a8baf68865
fix csv_to_html ( #9802 )
2023-12-28 14:58:51 +08:00
Guancheng Fu
5857a38321
[vLLM] Add option to adjust KV_CACHE_ALLOC_BLOCK_LENGTH ( #9782 )
...
* add option kv_cache_block
* change var name
2023-12-28 14:41:47 +08:00
Ruonan Wang
99bddd3ab4
LLM: better FP16 support for Intel GPUs ( #9791 )
...
* initial support
* fix
* fix style
* fix
* limi esimd usage condition
* refactor code
* fix style
* small fix
* meet code review
* small fix
2023-12-28 13:30:13 +08:00
Yishuo Wang
7d9f6c6efc
fix cpuinfo error ( #9793 )
2023-12-28 09:23:44 +08:00
Wang, Jian4
7ed9538b9f
LLM: support gguf mpt ( #9773 )
...
* add gguf mpt
* update
2023-12-28 09:22:39 +08:00
Cengguang Zhang
d299f108d0
update falcon attention forward. ( #9796 )
2023-12-28 09:11:59 +08:00
Shaojun Liu
a5e5c3daec
set warm_up: 3 num_trials: 50 for cpu stress test ( #9799 )
2023-12-28 08:55:43 +08:00
dingbaorong
f6bb4ab313
Arc stress test ( #9795 )
...
* add arc stress test
* triger ci
* triger CI
* triger ci
* disable ci
2023-12-27 21:02:41 +08:00
Kai Huang
40eaf76ae3
Add baichuan2-13b to Arc perf ( #9794 )
...
* add baichuan2-13b
* fix indent
* revert
2023-12-27 19:38:53 +08:00
Shaojun Liu
6c75c689ea
bigdl-llm stress test for stable version ( #9781 )
...
* 1k-512 2k-512 baseline
* add cpu stress test
* update yaml name
* update
* update
* clean up
* test
* update
* update
* update
* test
* update
2023-12-27 15:40:53 +08:00
dingbaorong
5cfb4c4f5b
Arc stable version performance regression test ( #9785 )
...
* add arc stable version regression test
* empty gpu mem between different models
* triger ci
* comment spr test
* triger ci
* address kai's comments and disable ci
* merge fp8 and int4
* disable ci
2023-12-27 11:01:56 +08:00
binbin Deng
40edb7b5d7
LLM: fix get environment variables setting ( #9787 )
2023-12-27 09:11:37 +08:00
Kai Huang
689889482c
Reduce max_cache_pos to reduce Baichuan2-13B memory ( #9694 )
...
* optimize baichuan2 memory
* fix
* style
* fp16 mask
* disable fp16
* fix style
* empty cache
* revert empty cache
2023-12-26 19:51:25 +08:00
Jason Dai
361781bcd0
Update readme ( #9788 )
2023-12-26 19:46:11 +08:00
Yuwen Hu
c38e18f2ff
[LLM] Migrate iGPU perf tests to new machine ( #9784 )
...
* Move 1024 test just after 32-32 test; and enable all model for 1024-128
* Make sure python output encoding in utf-8 so that redirect to txt can always be success
* Upload results to ftp
* Small fix
2023-12-26 19:15:57 +08:00
WeiguangHan
c05d7e1532
LLM: add star_corder_15.5b model ( #9772 )
...
* LLM: add star_corder_15.5b model
* revert llm_performance_tests.yml
2023-12-26 18:55:56 +08:00
Ziteng Zhang
44b4a0c9c5
[LLM] Correct prompt format of Yi, Llama2 and Qwen in generate.py ( #9786 )
...
* correct prompt format of Yi
* correct prompt format of llama2 in cpu generate.py
* correct prompt format of Qwen in GPU example
2023-12-26 16:57:55 +08:00
Xiangyu Tian
0ea842231e
[LLM] vLLM: Add api_server entrypoint ( #9783 )
...
Add vllm.entrypoints.api_server for benchmark_serving.py in vllm.
2023-12-26 16:03:57 +08:00
dingbaorong
64d05e581c
add peak gpu mem stats in transformer_int4_gpu ( #9766 )
...
* add peak gpu mem stats in transformer_int4_gpu
* address weiguang's comments
2023-12-26 15:38:28 +08:00
Ziteng Zhang
87b4100054
[LLM] Support Yi model in chat.py ( #9778 )
...
* Suppot Yi model
* code style& add reference link
2023-12-26 10:03:39 +08:00
Ruonan Wang
11d883301b
LLM: fix wrong batch output caused by flash attention ( #9780 )
...
* fix
* meet code review
* move batch size check to the beginning
* move qlen check inside function
* meet code review
2023-12-26 09:41:27 +08:00
Heyang Sun
66e286a73d
Support for Mixtral AWQ ( #9775 )
...
* Support for Mixtral AWQ
* Update README.md
* Update README.md
* Update awq_config.py
* Update README.md
* Update README.md
2023-12-25 16:08:09 +08:00
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
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
Chen, Zhentao
86a69e289c
fix harness runner label of manual trigger ( #9754 )
...
* fix runner
* update golden
2023-12-22 15:09:22 +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
