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Author SHA1 Message Date
Zhicun
2a10b53d73 rename docqa.py->rag.py (#10353) 2024-03-08 16:07:09 +08:00
Shengsheng Huang
370c52090c Langchain readme (#10348) 
* update langchain readme

* update readme

* create new README

* Update README_nativeint4.md
 2024-03-08 14:57:24 +08:00
hxsz1997
af11c53473 Add the installation step of postgresql and pgvector on windows in LlamaIndex GPU support (#10328) 
* add the installation of postgresql and pgvector of windows

* fix some format
 2024-03-05 18:31:19 +08:00
dingbaorong
1e6f0c6f1a Add llamaindex gpu example (#10314) 
* add llamaindex example

* fix core dump

* refine readme

* add trouble shooting

* refine readme

---------

Co-authored-by: Ariadne <wyn2000330@126.com>
 2024-03-05 13:36:00 +08:00
dingbaorong
fc7f10cd12 add langchain gpu example (#10277) 
* first draft

* fix

* add readme for transformer_int4_gpu

* fix doc

* check device_map

* add arc ut test

* fix ut test

* fix langchain ut

* Refine README

* fix gpu mem too high

* fix ut test

---------

Co-authored-by: Ariadne <wyn2000330@126.com>
 2024-03-05 13:33:57 +08:00
Xin Qiu
58208a5883 Update FAQ document. (#10300) 
* Update install_gpu.md

* Update resolve_error.md

* Update README.md

* Update resolve_error.md

* Update README.md

* Update resolve_error.md
 2024-03-04 08:35:11 +08:00
Xin Qiu
509e206de0 update doc about gemma random and unreadable output. (#10297) 
* Update install_gpu.md

* Update README.md

* Update README.md
 2024-03-01 15:41:16 +08:00
Shengsheng Huang
bcfad555df revise llamaindex readme (#10283) 2024-02-29 17:19:23 +08:00
Guancheng Fu
2d930bdca8 Add vLLM bf16 support (#10278) 
* add argument load_in_low_bit

* add docs

* modify gpu doc

* done

---------

Co-authored-by: ivy-lv11 <lvzc@lamda.nju.edu.cn>
 2024-02-29 16:33:42 +08:00
Zhicun
4e6cc424f1 Add LlamaIndex RAG (#10263) 
* run demo

* format code

* add llamaindex

* add custom LLM with bigdl

* update

* add readme

* begin ut

* add unit test

* add license

* add license

* revised

* update

* modify docs

* remove data folder

* update

* modify prompt

* fixed

* fixed

* fixed
 2024-02-29 15:21:19 +08:00
Ruonan Wang
a9fd20b6ba LLM: Update qkv fusion for GGUF-IQ2 (#10271) 
* first commit

* update mistral

* fix transformers==4.36.0

* fix

* disable qk for mixtral now

* fix style
 2024-02-29 12:49:53 +08:00
Shengsheng Huang
db0d129226 Revert "Add rwkv example (#9432)" (#10264) 
This reverts commit 6930422b42.
 2024-02-28 11:48:31 +08:00
Yining Wang
6930422b42 Add rwkv example (#9432) 
* codeshell fix wrong urls

* restart runner

* add RWKV CPU & GPU example (rwkv-4-world-7b)

* restart runner

* update submodule

* fix runner

* runner-test

---------

Co-authored-by: Shengsheng Huang <shengsheng.huang@intel.com>
 2024-02-28 11:41:00 +08:00
Keyan (Kyrie) Zhang
59861f73e5 Add Deepseek-6.7B (#9991) 
* Add new example Deepseek

* Add new example Deepseek

* Add new example Deepseek

* Add new example Deepseek

* Add new example Deepseek

* modify deepseek

* modify deepseek

* Add verified model in README

* Turn cpu_embedding=True in Deepseek example

---------

Co-authored-by: Shengsheng Huang <shengsheng.huang@intel.com>
 2024-02-28 11:36:39 +08:00
Yuxuan Xia
2524273198 Update AutoGen README (#10255) 
* Update AutoGen README

* Fix AutoGen README typos

* Update AutoGen README

* Update AutoGen README
 2024-02-28 11:34:45 +08:00
Zheng, Yi
2347f611cf Add cpu and gpu examples of Mamba (#9797) 
* Add mamba cpu example

* Add mamba gpu example

* Use a smaller model as the example

* minor fixes

---------

Co-authored-by: Shengsheng Huang <shengsheng.huang@intel.com>
 2024-02-28 11:33:29 +08:00
Zhao Changmin
937e1f7c74 rebase (#9104) 
Co-authored-by: leonardozcm <leonardozcm@gmail.com>
 2024-02-28 11:18:21 +08:00
Zhicun
308e637d0d Add DeepSeek-MoE-16B-Chat (#10155) 
* dsmoe-hf add

* add dsmoe pytorch

* update README

* modify comment

* remove GPU example

* update model name

* format code
 2024-02-28 10:12:09 +08:00
Guoqiong Song
f4a2e32106 Stream llm example for both GPU and CPU (#9390) 2024-02-27 15:54:47 -08:00
Keyan (Kyrie) Zhang
843fe546b0 Add CPU and GPU examples for DeciLM-7B (#9867) 
* Add cpu and gpu examples for DeciLM-7B

* Add cpu and gpu examples for DeciLM-7B

* Add DeciLM-7B to README table

* modify deciLM

* modify deciLM

* modify deciLM

* Add verified model in README

* Add cpu_embedding=True
 2024-02-27 13:15:49 +08:00
Heyang Sun
36a9e88104 Speculative Starcoder on CPU (#10138) 
* Speculative Starcoder on CPU

* enable kv-cache pre-allocation

* refine codes

* refine

* fix style

* fix style

* fix style

* refine

* refine

* Update speculative.py

* Update gptbigcode.py

* fix style

* Update speculative.py

* enable mixed-datatype layernorm on top of torch API

* adaptive dtype

* Update README.md
 2024-02-27 09:57:29 +08:00
Wang, Jian4
6c74b99a28 LLM: Update qwen readme (#10245) 2024-02-26 17:03:09 +08:00
Wang, Jian4
f9b75f900b LLM: Enable qwen target_model ipex (#10232) 
* change order

* enable qwen ipex

* update qwen example

* update

* fix style

* update
 2024-02-26 16:41:12 +08:00
Ziteng Zhang
ea23afc8ec [LLM]update ipex part in mistral example readme (#10239) 
* update ipex part in mistral example readme
 2024-02-26 14:35:20 +08:00
Xiangyu Tian
85a99e13e8 LLM: Fix ChatGLM3 Speculative Example (#10236) 
Fix ChatGLM3 Speculative Example.
 2024-02-26 10:57:28 +08:00
Xin Qiu
8ef5482da2 update Gemma readme (#10229) 
* Update README.md

* Update README.md

* Update README.md

* Update README.md
 2024-02-23 16:57:08 +08:00
Xin Qiu
aabfc06977 add gemma example (#10224) 
* add gemma gpu example

* Update README.md

* add cpu example

* Update README.md

* Update README.md

* Update generate.py

* Update generate.py
 2024-02-23 15:20:57 +08:00
yb-peng
a2c1675546 Add CPU and GPU examples for Yuan2-2B-hf (#9946) 
* Add a new CPU example of Yuan2-2B-hf

* Add a new CPU generate.py of Yuan2-2B-hf example

* Add a new GPU example of Yuan2-2B-hf

* Add Yuan2 to README table

* In CPU example:1.Use English as default prompt; 2.Provide modified files in yuan2-2B-instruct

* In GPU example:1.Use English as default prompt;2.Provide modified files

* GPU example:update README

* update Yuan2-2B-hf in README table

* Add CPU example for Yuan2-2B in Pytorch-Models

* Add GPU example for Yuan2-2B in Pytorch-Models

* Add license in generate.py; Modify README

* In GPU Add license in generate.py; Modify README

* In CPU yuan2 modify README

* In GPU yuan2 modify README

* In CPU yuan2 modify README

* In GPU example, updated the readme for Windows GPU supports

* In GPU torch example, updated the readme for Windows GPU supports

* GPU hf example README modified

* GPU example README modified
 2024-02-23 14:09:30 +08:00
yb-peng
f1f4094a09 Add CPU and GPU examples of phi-2 (#10014) 
* Add CPU and GPU examples of phi-2

* In GPU hf example, updated the readme for Windows GPU supports

* In GPU torch example, updated the readme for Windows GPU supports

* update the table in BigDL/README.md

* update the table in BigDL/python/llm/README.md
 2024-02-23 14:05:53 +08:00
Guoqiong Song
63681af97e falcon for transformers 4.36 (#9960) 
* falcon for transformers 4.36
 2024-02-22 17:04:40 -08:00
Jason Dai
84d5f40936 Update README.md (#10213) 2024-02-22 17:22:59 +08:00
Xiangyu Tian
f445217d02 LLM: Update IPEX to 2.2.0+cpu and Refactor for _ipex_optimize (#10189) 
Update IPEX to 2.2.0+cpu and refactor for _ipex_optimize.
 2024-02-22 16:01:11 +08:00
Ruonan Wang
5e1fee5e05 LLM: add GGUF-IQ2 examples (#10207) 
* add iq2 examples

* small fix

* meet code review

* fix

* meet review

* small fix
 2024-02-22 14:18:45 +08:00
binbin Deng
9975b029c5 LLM: add qlora finetuning example using trl.SFTTrainer (#10183) 2024-02-21 16:40:04 +08:00
Zhicun
c7e839e66c Add Qwen1.5-7B-Chat (#10113) 
* add Qwen1.5-7B-Chat

* modify Qwen1.5 example

* update README

* update prompt format

* update folder name and example README

* add Chinese prompt sample output

* update link in README

* correct the link

* update transformer version
 2024-02-21 13:29:29 +08:00
Ziteng Zhang
276ef0e885 Speculative Ziya on CPU (#10160) 
* Speculative Ziya on CPU

* Without part of Accelerate with BIGDL_OPT_IPEX
 2024-02-21 10:30:39 +08:00
Zhicun
add3899311 Add ziya CPU example (#10114) 
* ziya on CPU

* add README for ziya

* specify use_cache

* add arc CPU

* update prompt format

* update link

* add comments to emphasize use_cache

* update pip cmd
 2024-02-20 13:59:52 +08:00
Wang, Jian4
d3591383d5 LLM : Add CPU chatglm3 speculative example (#10004) 
* init chatglm

* update

* update
 2024-02-19 13:38:52 +08:00
Heyang Sun
177273c1a4 IPEX Speculative Support for Baichuan2 7B (#10112) 
* IPEX Speculative Support for Baichuan2 7B

* fix license problems

* refine
 2024-02-19 09:12:57 +08:00
binbin Deng
11fe5a87ec LLM: add Modelscope model example (#10126) 2024-02-08 11:18:07 +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
c1ec3d8921 LLM: update FAQ about too many open files (#10119) 2024-02-07 15:02:24 +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
SONG Ge
0eccb94d75 remove text-generation-webui from bigdl repo (#10107) 2024-02-06 17:46:52 +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
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
Zhicun
7d2be7994f add phixtral and optimize phi-moe (#10052) 2024-02-05 11:12:47 +08:00
SONG Ge
9050991e4e fix gradio check issue temply (#10082) 2024-02-04 16:46:29 +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
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
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
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
fb53b994f8 LLM : Add llama ipex optimized (#10046) 
* init ipex

* remove padding
 2024-01-31 10:38:46 +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
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
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
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
binbin Deng
171fb2d185 LLM: reorganize GPU finetuning examples (#9952) 2024-01-25 19:02:38 +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
Yina Chen
99ff6cf048 Update gpu spec decoding baichuan2 example dependency (#9990) 
* add dependency

* update

* update
 2024-01-25 11:05:04 +08:00
Jason Dai
3bc3d0bbcd Update self-speculative readme (#9986) 2024-01-24 22:37:32 +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
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
Ruonan Wang
60b35db1f1 LLM: add chatglm3 speculative decoding example (#9966) 
* add chatglm3 example

* update

* fix
 2024-01-23 15:54:12 +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
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
binbin Deng
db8e90796a LLM: add avg token latency information and benchmark guide of autotp (#9940) 2024-01-19 15:09:57 +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
Jinyi Wan
07485eff5a Add SOLAR-10.7B to README (#9869) 2024-01-11 14:28:41 +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
Yuwen Hu
023679459e [LLM] Small fixes for finetune related examples and UTs (#9870) 2024-01-09 18:05:03 +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
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
binbin Deng
294fd32787 LLM: update DeepSpeed AutoTP example with GPU memory optimization (#9823) 2024-01-09 09:22:49 +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
Jinyi Wan
3147ebe63d Add cpu and gpu examples for SOLAR-10.7B (#9821) 2024-01-05 09:50:28 +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
Wang, Jian4
a54cd767b1 LLM: Add gguf falcon (#9801) 
* init falcon

* update convert.py

* update style
 2024-01-03 14:49:02 +08:00
binbin Deng
6584539c91 LLM: fix installation of codellama (#9813) 2024-01-02 14:32:50 +08:00
Wang, Jian4
7ed9538b9f LLM: support gguf mpt (#9773) 
* add gguf mpt

* update
 2023-12-28 09:22:39 +08:00
binbin Deng
40edb7b5d7 LLM: fix get environment variables setting (#9787) 2023-12-27 09:11:37 +08:00
Jason Dai
361781bcd0 Update readme (#9788) 2023-12-26 19:46:11 +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
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
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