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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Lilac09 
								
							 
						 
						
							
							
							
							
								
							
							
								052962dfa5 
								
							 
						 
						
							
							
								
								Using original fastchat and add bigdl worker in docker image ( #9967 )  
							
							 
							
							... 
							
							
							
							* add vllm worker
* add options in entrypoint 
							
						 
						
							2024-01-23 14:17:05 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Jinyi Wan 
								
							 
						 
						
							
							
							
							
								
							
							
								6341c498b3 
								
							 
						 
						
							
							
								
								Fix the links of BlueLM and SOLAR ( #9954 )  
							
							 
							
							
							
						 
						
							2024-01-22 15:58:10 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Cheen Hau, 俊豪 
								
							 
						 
						
							
							
							
							
								
							
							
								e403e4a8b7 
								
							 
						 
						
							
							
								
								Add APT install instructions for oneAPI ( #9875 )  
							
							 
							
							... 
							
							
							
							* Add APT installer
* Include reviewer suggestions
* Add note - ensure matching version of oneAPI and pytorch/ipex
* Fix 'command line installer'
* Fix formatting. Address review comments
* Append ':' to '..by running the following commands'
* Fix formatting
* achieve -> archive 
							
						 
						
							2024-01-17 17:30:30 +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  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yuwen Hu 
								
							 
						 
						
							
							
							
							
								
							
							
								68d78fb57e 
								
							 
						 
						
							
							
								
								[LLM] Small improvement to iGPU perf test  #9915 )  
							
							 
							
							... 
							
							
							
							- Avoid delete csv if there is something wrong with concating csv 
							
						 
						
							2024-01-17 11:21:58 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Shaojun Liu 
								
							 
						 
						
							
							
							
							
								
							
							
								32c56ffc71 
								
							 
						 
						
							
							
								
								pip install deps ( #9916 )  
							
							 
							
							
							
						 
						
							2024-01-17 11:03:57 +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