yb-peng
b4dc33def6
In harness-evaluation workflow, add statistical tables ( #10118 )
...
* chnage storage
* fix typo
* change label
* change label to arc03
* change needs in the last step
* add generate csv in harness/make_table_results.py
* modify needs in the last job
* add csv to html
* mfix path issue in llm-harness-summary-nightly
* modify output_path
* modify args in make_table_results.py
* modify make table command in summary
* change pr env label
* remove irrelevant code in summary; add set output path step; add limit in harness run
* re-organize code structure
* modify limit in run harness
* modify csv_to_html input path
* modify needs in summary-nightly
2024-02-08 19:01:05 +08:00
Yishuo Wang
4d33aac7f9
quick fix qwen2 fp8 kv cache ( #10135 )
2024-02-08 17:04:59 +08:00
Cengguang Zhang
39d90839aa
LLM: add quantize kv cache for llama. ( #10086 )
...
* feat: add quantize kv cache for llama.
* fix style.
* add quantized attention forward function.
* revert style.
* fix style.
* fix style.
* update quantized kv cache and add quantize_qkv
* fix style.
* fix style.
* optimize quantize kv cache.
* fix style.
2024-02-08 16:49:22 +08:00
Yishuo Wang
d848efe17c
add quantize kv cache support for qwen2 ( #10134 )
2024-02-08 16:17:21 +08:00
SONG Ge
3f79128ed7
[LLM] Enable kv_cache optimization for Qwen2 on transformers-v4.37.0 ( #10131 )
...
* add support for kv_cache optimization on transformers-v4.37.0
* enable attention forward
* style fix
* disable rotary for now
2024-02-08 14:20:26 +08:00
Ruonan Wang
063dc145ac
LLM: basic support for q2k ( #10132 )
...
* basic support for q2k
* fix style
2024-02-08 13:52:01 +08:00
binbin Deng
11fe5a87ec
LLM: add Modelscope model example ( #10126 )
2024-02-08 11:18:07 +08:00
Cengguang Zhang
0cf6a12691
LLM: add default torch_dtype for fp16. ( #10124 )
...
* set default torch_dtype for fp16.
* fix style.
* bug fix.
* update bug fix.
2024-02-08 10:24:16 +08:00
Yishuo Wang
1aa0c623ce
disable fused layer norm on UHD ( #10130 )
2024-02-08 10:20:01 +08:00
Yuwen Hu
a8450fc300
[LLM] Support MLP optimization for Qwen1.5 ( #10123 )
2024-02-08 09:15:34 +08:00
Yuwen Hu
81ed65fbe7
[LLM] Add qwen1.5-7B in iGPU perf ( #10127 )
...
* Add qwen1.5 test config yaml with transformers 4.37.0
* Update for yaml file
2024-02-07 22:31:20 +08:00
Jin Qiao
0fcfbfaf6f
LLM: add rwkv5 eagle GPU HF example ( #10122 )
...
* LLM: add rwkv5 eagle example
* fix
* fix link
2024-02-07 16:58:29 +08:00
binbin Deng
925f82107e
LLM: support models hosted by modelscope ( #10106 )
2024-02-07 16:46:36 +08:00
binbin Deng
c1ec3d8921
LLM: update FAQ about too many open files ( #10119 )
2024-02-07 15:02:24 +08:00
Keyan (Kyrie) Zhang
2e80701f58
Unit test on final logits and the logits of the last attention layer ( #10093 )
...
* Add unit test on final logits and attention
* Add unit test on final logits and attention
* Modify unit test on final logits and attention
2024-02-07 14:25:36 +08:00
Yuxuan Xia
3832eb0ce0
Add ChatGLM C-Eval Evaluator ( #10095 )
...
* Add ChatGLM ceval evaluator
* Modify ChatGLM Evaluator Reference
2024-02-07 11:27:06 +08:00
Jin Qiao
63050c954d
fix ( #10117 )
2024-02-07 11:05:11 +08:00
Jin Qiao
d3d2ee1b63
LLM: add speech T5 GPU example ( #10090 )
...
* add speech t5 example
* fix
* fix
2024-02-07 10:50:02 +08:00
Jin Qiao
2f4c754759
LLM: add bark gpu example ( #10091 )
...
* add bark gpu example
* fix
* fix license
* add bark
* add example
* fix
* another way
2024-02-07 10:47:11 +08:00
Xiangyu Tian
8953acd7d6
[LLM] Fix log condition for BIGDL_OPT_IPEX ( #10115 )
...
Fix log condition for BIGDL_OPT_IPEX
2024-02-07 10:27:10 +08:00
SONG Ge
0eccb94d75
remove text-generation-webui from bigdl repo ( #10107 )
2024-02-06 17:46:52 +08:00
Ovo233
2aaa21c41d
LLM: Update ppl tests ( #10092 )
...
* update ppl tests
* use load_dataset api
* add exception handling
* add language argument
* address comments
2024-02-06 17:31:48 +08:00
Yuwen Hu
3a46b57253
[LLM] Add RWKV4 HF GPU Example ( #10105 )
...
* Add GPU HF example for RWKV 4
* Add link to rwkv4
* fix
2024-02-06 16:30:24 +08:00
Yuwen Hu
518ef95abc
Small fix for Nonetype error ( #10104 )
2024-02-06 14:58:52 +08:00
Ruonan Wang
d61f4905ac
LLM: 2bit quantization initial support ( #10042 )
...
* basis quantize support
* fix new module name
* small update
* and mixed int4 with iq2_xxs
* remove print
* code refactor
* fix style
* meet code review
2024-02-06 14:58:32 +08:00
dingbaorong
36c9442c6d
Arc Stable version test ( #10087 )
...
* add batch_size in stable version test
* add batch_size in excludes
* add excludes for batch_size
* fix ci
* triger regression test
* fix xpu version
* disable ci
* address kai's comment
---------
Co-authored-by: Ariadne <wyn2000330@126.com>
2024-02-06 10:23:50 +08:00
Jiao Wang
33b9e7744d
fix dimension ( #10097 )
2024-02-05 15:07:38 -08:00
SONG Ge
4b02ff188b
[WebUI] Add prompt format and stopping words for Qwen ( #10066 )
...
* add prompt format and stopping_words for qwen mdoel
* performance optimization
* optimize
* update
* meet comments
2024-02-05 18:23:13 +08:00
WeiguangHan
0aecd8637b
LLM: small fix for the html script ( #10094 )
2024-02-05 17:27:34 +08:00
Zhicun
7d2be7994f
add phixtral and optimize phi-moe ( #10052 )
2024-02-05 11:12:47 +08:00
Zhicun
676d6923f2
LLM: modify transformersembeddings.embed() in langchain ( #10051 )
2024-02-05 10:42:10 +08:00
Jin Qiao
ad050107b3
LLM: fix mpt load_low_bit issue ( #10075 )
...
* fix
* retry
* retry
2024-02-05 10:17:07 +08:00
SONG Ge
9050991e4e
fix gradio check issue temply ( #10082 )
2024-02-04 16:46:29 +08:00
WeiguangHan
c2e562d037
LLM: add batch_size to the csv and html ( #10080 )
...
* LLM: add batch_size to the csv and html
* small fix
2024-02-04 16:35:44 +08:00
binbin Deng
7e49fbc5dd
LLM: make finetuning examples more common for other models ( #10078 )
2024-02-04 16:03:52 +08:00
Heyang Sun
90f004b80b
remove benchmarkwrapper form deepspeed example ( #10079 )
2024-02-04 15:42:15 +08:00
Ruonan Wang
8e33cb0f38
LLM: support speecht5_tts ( #10077 )
...
* support speecht5_tts
* fix
2024-02-04 13:26:42 +08:00
ivy-lv11
428b7105f6
Add HF and PyTorch example InternLM2 ( #10061 )
2024-02-04 10:25:55 +08:00
Yina Chen
77be19bb97
LLM: Support gpt-j in speculative decoding ( #10067 )
...
* gptj
* support gptj in speculative decoding
* fix
* update readme
* small fix
2024-02-02 14:54:55 +08:00
SONG Ge
19183ef476
[WebUI] Reset bigdl-llm loader options with default value ( #10064 )
...
* reset bigdl-llm loader options with default value
* remove options which maybe complex for naive users
2024-02-01 15:45:39 +08:00
Xin Qiu
6e0f1a1e92
use apply_rotary_pos_emb_cache_freq_xpu in mixtral ( #10060 )
...
* use apply_rotary_pos_emb_cache_freq_xpu in mixtral
* fix style
2024-02-01 15:40:49 +08:00
binbin Deng
aae20d728e
LLM: Add initial DPO finetuning example ( #10021 )
2024-02-01 14:18:08 +08:00
Heyang Sun
601024f418
Mistral CPU example of speculative decoding ( #10024 )
...
* Mistral CPU example of speculative decoding
* update transformres version
* update example
* Update README.md
2024-02-01 10:52:32 +08:00
Heyang Sun
968e70544d
Enable IPEX Mistral in Speculative ( #10059 )
2024-02-01 10:48:16 +08:00
Yina Chen
3ca03d4e97
Add deepmind sample into bigdl-llm speculative decoding ( #10041 )
...
* migrate deepmind sample
* update
* meet comments
* fix style
* fix style
2024-02-01 09:57:02 +08:00
WeiguangHan
d2d3f6b091
LLM: ensure the result of daily arc perf test ( #10016 )
...
* ensure the result of daily arc perf test
* small fix
* small fix
* small fix
* small fix
* small fix
* small fix
* small fix
* small fix
* small fix
* small fix
* concat more csvs
* small fix
* revert some files
2024-01-31 18:26:21 +08:00
WeiguangHan
9724939499
temporarily disable bloom 2k input ( #10056 )
2024-01-31 17:49:12 +08:00
Jin Qiao
8c8fc148c9
LLM: add rwkv 5 ( #10048 )
2024-01-31 15:54:55 +08:00
WeiguangHan
a9018a0e95
LLM: modify the GPU example for redpajama model ( #10044 )
...
* LLM: modify the GPU example for redpajama model
* small fix
2024-01-31 14:32:08 +08:00
Yuxuan Xia
95636cad97
Add AutoGen CPU and XPU Example ( #9980 )
...
* Add AutoGen example
* Adjust AutoGen README
* Adjust AutoGen README
* Change AutoGen README
* Change AutoGen README
2024-01-31 11:31:18 +08:00
Heyang Sun
7284edd9b7
Vicuna CPU example of speculative decoding ( #10018 )
...
* Vicuna CPU example of speculative decoding
* Update speculative.py
* Update README.md
* add requirements for ipex
* Update README.md
* Update speculative.py
* Update speculative.py
2024-01-31 11:23:50 +08:00
Wang, Jian4
7e5cd42a5c
LLM : Update optimize ipex bf16 ( #10038 )
...
* use 4.35.2 and remove
* update rmsnorm
* remove
* remove
* update python style
* update
* update python style
* update
* fix style
* update
* remove whitespace
2024-01-31 10:59:55 +08:00
Wang, Jian4
fb53b994f8
LLM : Add llama ipex optimized ( #10046 )
...
* init ipex
* remove padding
2024-01-31 10:38:46 +08:00
Ruonan Wang
3685622f29
LLM: fix llama 4.36 forward( #10047 )
2024-01-31 10:31:10 +08:00
Yishuo Wang
53a5140eff
Optimize rwkv v5 rest token again ( #10043 )
2024-01-31 10:01:11 +08:00
Heyang Sun
b1ff28ceb6
LLama2 CPU example of speculative decoding ( #9962 )
...
* LLama2 example of speculative decoding
* add docs
* Update speculative.py
* Update README.md
* Update README.md
* Update speculative.py
* remove autocast
2024-01-31 09:45:20 +08:00
WeiguangHan
0fcad6ce14
LLM: add gpu example for redpajama models ( #10040 )
2024-01-30 19:39:28 +08:00
Xiangyu Tian
9978089796
[LLM] Enable BIGDL_OPT_IPEX in speculative baichuan2 13b example ( #10028 )
...
Enable BIGDL_OPT_IPEX in speculative baichuan2 13b example
2024-01-30 17:11:37 +08:00
Ovo233
226f398c2a
fix ppl test errors ( #10036 )
2024-01-30 16:26:21 +08:00
Xin Qiu
13e61738c5
hide detail memory for each token in benchmark_utils.py ( #10037 )
2024-01-30 16:04:17 +08:00
Ruonan Wang
6b63ba23d1
LLM: add full module name during convert ( #10035 )
2024-01-30 14:43:07 +08:00
Yishuo Wang
7dfa6dbe46
add rwkv time shift optimization ( #10032 )
2024-01-30 14:10:55 +08:00
Xiangyu Tian
f57d0fda8b
[LLM] Use IPEX Optimization for Self Speculative Decoding ( #9997 )
...
Use IPEX Optimization for Self Speculative Decoding
2024-01-30 09:11:06 +08:00
Ruonan Wang
ccf8f613fb
LLM: update fp16 Linear on ARC/FLEX ( #10023 )
2024-01-29 18:25:26 +08:00
Shaojun Liu
824c8029d7
Fix "local variable 'model' referenced before assignment" ( #10022 )
2024-01-29 16:18:04 +08:00
Heyang Sun
cc3f122f6a
Baichuan2 CPU example of speculative decoding ( #10003 )
...
* Baichuan2 CPU example of speculative decoding
* Update generate.py
* Update README.md
* Update generate.py
* Update generate.py
* Update generate.py
* fix default model
* fix wrong chinese coding
* Update generate.py
* update prompt
* update sample outputs
* baichuan 7b needs transformers==4.31.0
* rename example file's name
2024-01-29 14:21:09 +08:00
Xiangyu Tian
f37e4702bc
[LLM] Use IPEX Optimization for BF16 Model ( #9988 )
...
Use IPEX Optimization for BF16 Model by env BIGDL_OPT_IPEX=true
2024-01-29 11:28:25 +08:00
Jin Qiao
440cfe18ed
LLM: GPU Example Updates for Windows ( #9992 )
...
* modify aquila
* modify aquila2
* add baichuan
* modify baichuan2
* modify blue-lm
* modify chatglm3
* modify chinese-llama2
* modiy codellama
* modify distil-whisper
* modify dolly-v1
* modify dolly-v2
* modify falcon
* modify flan-t5
* modify gpt-j
* modify internlm
* modify llama2
* modify mistral
* modify mixtral
* modify mpt
* modify phi-1_5
* modify qwen
* modify qwen-vl
* modify replit
* modify solar
* modify starcoder
* modify vicuna
* modify voiceassistant
* modify whisper
* modify yi
* modify aquila2
* modify baichuan
* modify baichuan2
* modify blue-lm
* modify chatglm2
* modify chatglm3
* modify codellama
* modify distil-whisper
* modify dolly-v1
* modify dolly-v2
* modify flan-t5
* modify llama2
* modify llava
* modify mistral
* modify mixtral
* modify phi-1_5
* modify qwen-vl
* modify replit
* modify solar
* modify starcoder
* modify yi
* correct the comments
* remove cpu_embedding in code for whisper and distil-whisper
* remove comment
* remove cpu_embedding for voice assistant
* revert modify voice assistant
* modify for voice assistant
* add comment for voice assistant
* fix comments
* fix comments
2024-01-29 11:25:11 +08:00
Yuwen Hu
c6d4f91777
[LLM] Add UTs of load_low_bit for transformers-style API ( #10001 )
...
* Add uts for transformers api load_low_bit generation
* Small fixes
* Remove replit-code for CPU tests due to current load_low_bit issue on MPT
* Small change
* Small reorganization to llm unit tests on CPU
* Small fixes
2024-01-29 10:18:23 +08:00
Yishuo Wang
d720554d43
simplify quantize kv cache api ( #10011 )
2024-01-29 09:23:57 +08:00
Yina Chen
a3322e2a6c
add fp8 e5 to use_xmx ( #10015 )
2024-01-26 18:29:46 +08:00
Qiyuan Gong
9e18ea187f
[LLM] Avoid KV Cache OOM when seq len is larger than 1 ( #10006 )
...
* Avoid OOM during muti-round streaming chat with kv cache
* For llama like kv cache, i.e., [bs, n_head, seq_len, head_dim], use is_enough_kv_cache_room_4_31.
* Other models need to compare kv cache size with kv_len.
2024-01-26 17:30:08 +08:00
binbin Deng
e5ae6f2c13
LLM: fix truncation logic of past_key_values in chatglm multi turn chat ( #10007 )
...
* Avoid frequently truncating past_key_values when its length is larger than required.
2024-01-26 16:56:02 +08:00
Yuwen Hu
1eaaace2dc
Update perf test all-in-one config for batch_size arg ( #10012 )
2024-01-26 16:46:36 +08:00
Xin Qiu
7952bbc919
add conf batch_size to run_model ( #10010 )
2024-01-26 15:48:48 +08:00
SONG Ge
421e7cee80
[LLM] Add Text_Generation_WebUI Support ( #9884 )
...
* initially add text_generation_webui support
* add env requirements install
* add necessary dependencies
* update for starting webui
* update shared and noted to place models
* update heading of part3
* meet comments
* add copyright license
* remove extensions
* convert tutorial to windows side
* add warm-up to optimize performance
2024-01-26 15:12:49 +08:00
Yuwen Hu
f0da0c131b
Disable llama2 optimize model true or false test for now in Arc UTs ( #10008 )
2024-01-26 14:42:11 +08:00
Ruonan Wang
a00efa0564
LLM: add mlp & qkv fusion for FP16 Llama-7B ( #9932 )
...
* add mlp fusion for llama
* add mlp fusion
* fix style
* update
* add mm_qkv_out
* fix style
* update
* meet code review
* meet code review
2024-01-26 11:50:38 +08:00
Wang, Jian4
98ea3459e5
LLM : Fix llama draft_model dtype error ( #10005 )
...
* fix llama draft_model dtype error
* updat
2024-01-26 10:59:48 +08:00
Yishuo Wang
aae1870096
fix qwen kv cache length ( #9998 )
2024-01-26 10:15:01 +08:00
Chen, Zhentao
762adc4f9d
Reformat summary table ( #9942 )
...
* reformat the table
* refactor the file
* read result.json only
2024-01-25 23:49:00 +08:00
binbin Deng
171fb2d185
LLM: reorganize GPU finetuning examples ( #9952 )
2024-01-25 19:02:38 +08:00
Yishuo Wang
24b34b6e46
change xmx condition ( #10000 )
2024-01-25 17:48:11 +08:00
Ziteng Zhang
8b08ad408b
Add batch_size in all_in_one ( #9999 )
...
Add batch_size in all_in_one, except run_native_int4
2024-01-25 17:43:49 +08:00
Wang, Jian4
093e6f8f73
LLM: Add qwen CPU speculative example ( #9985 )
...
* init from gpu
* update for cpu
* update
* update
* fix xpu readme
* update
* update example prompt
* update prompt and add 72b
* update
* update
2024-01-25 17:01:34 +08:00
Yishuo Wang
bf65548d29
Add quantize kv cache support for chaglm2/3 ( #9996 )
2024-01-25 16:55:59 +08:00
Chen, Zhentao
86055d76d5
fix optimize_model not working ( #9995 )
2024-01-25 16:39:05 +08:00
Wang, Jian4
9bff84e6fd
LLM: Convert draft_model kv_cache from bf16 to fp32 ( #9964 )
...
* convert bf16 to fp32
* update
* change when init
* init first and cut off after
* init and exchange
* update python type
* update
* fix bug
* update
* update
2024-01-25 11:20:27 +08:00
Yina Chen
99ff6cf048
Update gpu spec decoding baichuan2 example dependency ( #9990 )
...
* add dependency
* update
* update
2024-01-25 11:05:04 +08:00
Yina Chen
27338540c3
Fix repetition_penalty not activated issue ( #9989 )
2024-01-25 10:40:41 +08:00
Jason Dai
3bc3d0bbcd
Update self-speculative readme ( #9986 )
2024-01-24 22:37:32 +08:00
Yuwen Hu
b27e5a27b9
Remove the check for meta device in _replace_with_low_bit_linear ( #9984 )
2024-01-24 18:15:39 +08:00
Ruonan Wang
d4f65a6033
LLM: add mistral speculative example ( #9976 )
...
* add mistral example
* update
2024-01-24 17:35:15 +08:00
Yina Chen
b176cad75a
LLM: Add baichuan2 gpu spec example ( #9973 )
...
* add baichuan2 gpu spec example
* update readme & example
* remove print
* fix typo
* meet comments
* revert
* update
2024-01-24 16:40:16 +08:00
Jinyi Wan
ec2d9de0ea
Fix README.md for solar ( #9957 )
2024-01-24 15:50:54 +08:00
Mingyu Wei
bc9cff51a8
LLM GPU Example Update for Windows Support ( #9902 )
...
* Update README in LLM GPU Examples
* Update reference of Intel GPU
* add cpu_embedding=True in comment
* small fixes
* update GPU/README.md and add explanation for cpu_embedding=True
* address comments
* fix small typos
* add backtick for cpu_embedding=True
* remove extra backtick in the doc
* add period mark
* update readme
2024-01-24 13:42:27 +08:00
Chen, Zhentao
e0db44dcb6
fix unexpected keyword argument 'device' ( #9982 )
...
* add device for chatglm3 only
* add comment for this change
* fix style
* fix style
* fix style again..
* finally fixed style
2024-01-24 13:20:46 +08:00
Mingyu Wei
50a851e3b3
LLM: separate arc ut for disable XMX ( #9953 )
...
* separate test_optimize_model api with disabled xmx
* delete test_optimize_model in test_transformers_api.py
* set env variable in .sh/ put back test_optimize_model
* unset env variable
* remove env setting in .py
* address errors in action
* remove import ipex
* lower tolerance
2024-01-23 19:04:47 +08:00
Yuwen Hu
8d28aa8e2b
[LLM] Fix the model.device problem when cpu_embedding=True ( #9971 )
...
* Overwrite the device attribute for CPUPinnedParam
* Expose cpu_embedding=True for Linux users
* Fix python style
2024-01-23 18:51:11 +08:00
Yishuo Wang
f82782cd3b
fix starcoder ( #9975 )
2024-01-23 17:24:53 +08:00
WeiguangHan
be5836bee1
LLM: fix outlier value ( #9945 )
...
* fix outlier value
* small fix
2024-01-23 17:04:13 +08:00
Yishuo Wang
2c8a9aaf0d
fix qwen causal mask when quantize_kv_cache=True ( #9968 )
2024-01-23 16:34:05 +08:00
Yina Chen
5aa4b32c1b
LLM: Add qwen spec gpu example ( #9965 )
...
* add qwen spec gpu example
* update readme
---------
Co-authored-by: rnwang04 <ruonan1.wang@intel.com>
2024-01-23 15:59:43 +08:00
Yina Chen
36c665667d
Add logits processor & qwen eos stop in speculative decoding ( #9963 )
...
* add logits processor & qwen eos
* fix style
* fix
* fix
* fix style
* fix style
* support transformers 4.31
* fix style
* fix style
---------
Co-authored-by: rnwang04 <ruonan1.wang@intel.com>
2024-01-23 15:57:28 +08:00
Ruonan Wang
60b35db1f1
LLM: add chatglm3 speculative decoding example ( #9966 )
...
* add chatglm3 example
* update
* fix
2024-01-23 15:54:12 +08:00
Xin Qiu
da4687c917
fix fp16 ( #9970 )
2024-01-23 15:53:32 +08:00
Chen, Zhentao
301425e377
harness tests on pvc multiple xpus ( #9908 )
...
* add run_multi_llb.py
* update readme
* add job hint
2024-01-23 13:20:37 +08:00
Ruonan Wang
27b19106f3
LLM: add readme for speculative decoding gpu examples ( #9961 )
...
* add readme
* add readme
* meet code review
2024-01-23 12:54:19 +08:00
Chen, Zhentao
39219b7e9a
add default device meta when lcmu enabled ( #9941 )
2024-01-23 11:00:49 +08:00
Xin Qiu
dacf680294
add fused rotary pos emb for qwen ( #9956 )
...
* add fused rotary pos emb for qwen
* update
2024-01-23 10:37:56 +08:00
Ruonan Wang
7b1d9ad7c0
LLM: limit esimd sdp usage for k_len < 8 ( #9959 )
...
* update
* fix
2024-01-23 09:28:23 +08:00
Ruonan Wang
3e601f9a5d
LLM: Support speculative decoding in bigdl-llm ( #9951 )
...
* first commit
* fix error, add llama example
* hidden print
* update api usage
* change to api v3
* update
* meet code review
* meet code review, fix style
* add reference, fix style
* fix style
* fix first token time
2024-01-22 19:14:56 +08:00
Cheen Hau, 俊豪
947b1e27b7
Add readme for Whisper Test ( #9944 )
...
* Fix local data path
* Remove non-essential files
* Add readme
* Minor fixes to script
* Bugfix, refactor
* Add references to original source. Bugfixes.
* Reviewer comments
* Properly print and explain output
* Move files to dev/benchmark
* Fixes
2024-01-22 15:11:33 +08:00
Xin Qiu
6fb3f40f7e
fix error for benchmark_util.py running on cpu ( #9949 )
2024-01-22 10:14:40 +08:00
Heyang Sun
fb91c97fe8
support for Baichuan/Baichuan2 13B Chat running speculative decoding ( #9921 )
...
* support for Baichuan/Baichuan2 13B Chat running speculative decoding
* fix stype
2024-01-22 09:11:44 +08:00
Xin Qiu
97f0cd8975
optimize Decilm 7b ( #9922 )
...
* optimize deci
* update
* decilm attension forward
2024-01-19 17:31:13 +08:00
Wang, Jian4
bcaeb05272
Update optimize qwen ( #9943 )
...
* update for n tokens input
* fix dtype
* update
2024-01-19 16:54:59 +08:00
binbin Deng
db8e90796a
LLM: add avg token latency information and benchmark guide of autotp ( #9940 )
2024-01-19 15:09:57 +08:00
Ruonan Wang
bf37b3a670
LLM: optimize CPU speculative decoding of chatglm3 ( #9928 )
...
* update
* fix style
* meet code review
2024-01-19 14:10:22 +08:00
Shaojun Liu
967714bac8
gguf memory optimization for mixtral ( #9939 )
2024-01-19 11:13:15 +08:00
Xin Qiu
610b5226be
move reserved memory to benchmark_utils.py ( #9907 )
...
* move reserved memory to benchmark_utils.py
* meet code review
2024-01-19 09:44:30 +08:00
Lilac09
7032a2ad73
Optimize gguf load memory for mistral ( #9923 )
...
* optimize gguf load for mistral
* fix output of gguf mistral
* reset
2024-01-19 09:14:39 +08:00
Shaojun Liu
9a46f019d7
gguf memory optimization for baichuan ( #9937 )
2024-01-19 09:11:02 +08:00
Guancheng Fu
2e1448f08e
[Serving] Add vllm_worker to fastchat serving framework ( #9934 )
...
* add worker
* finish
* finish
* add license
* add more comments
2024-01-18 21:33:36 +08:00
Chen, Zhentao
a8c866c32b
add ppl benchmark ( #9914 )
...
* add ppl benchmark
* add license
* add readme
* add dataset argument
* add dataset usage
* fixed low bit args
* correct result
* fix terminal display
* fix ppl update
* enable fp16 fp32 bf16
* format the desc
* fix model_kwargs
* add more readme
2024-01-18 17:54:28 +08:00
WeiguangHan
100e0a87e5
LLM: add compressed chatglm3 model ( #9892 )
...
* LLM: add compressed chatglm3 model
* small fix
* revert github action
2024-01-18 17:48:15 +08:00
Yuwen Hu
9e2ac5291b
Add rwkv v4 back for igpu perf test 32-512 ( #9938 )
2024-01-18 17:15:28 +08:00
Yishuo Wang
7bbb98abb6
Disable fused layer norm when using XMX to fix mpt UT ( #9933 )
2024-01-18 16:22:12 +08:00
Wang, Jian4
1fc9dfa265
LLM: Update for Qwen n tokens inputs ( #9931 )
...
* update for n tokens inputs
* update style
* update
2024-01-18 15:56:29 +08:00
Heyang Sun
5184f400f9
Fix Mixtral GGUF Wrong Output Issue ( #9930 )
...
* Fix Mixtral GGUF Wrong Output Issue
* fix style
* fix style
2024-01-18 14:11:27 +08:00
Yishuo Wang
453df868c9
add rwkv v5 attention kernel ( #9927 )
2024-01-18 10:16:29 +08:00
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 )
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* 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 )
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* 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 )
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* 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 )
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* 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 )
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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 )
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* 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 )
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* fix runner
* update golden
2023-12-22 15:09:22 +08:00
Guancheng Fu
fdf93c9267
Implement selective batching for vLLM ( #9659 )
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* 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 )
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* 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 )
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* 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 )
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* 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 )
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* 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 )
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* 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 )
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* fix python style
* fix
* fix
2023-12-21 11:25:05 +08:00
Chen, Zhentao
b06a3146c8
Fix 70b oom ( #9738 )
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* 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 )
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* 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 )
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* 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 )
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* 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 )
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* 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 )
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* 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
