ayo/ipex-llm
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21 commits

Author SHA1 Message Date
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
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
binbin Deng
40edb7b5d7 LLM: fix get environment variables setting (#9787) 2023-12-27 09:11:37 +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
Qiyuan Gong
4c487313f2 Revert "[LLM] IPEX auto importer turn on by default for XPU (#9730)" (#9759) 
This reverts commit 0284801fbd.
 2023-12-22 16:38:24 +08:00
Qiyuan Gong
0284801fbd [LLM] IPEX auto importer turn on by default for XPU (#9730) 
* Set BIGDL_IMPORT_IPEX default to true, i.e., auto import IPEX for XPU.
* Remove import intel_extension_for_pytorch as ipex from GPU example.
* Add support for bigdl-core-xe-21.
 2023-12-22 16:20:32 +08:00
Ruonan Wang
2f36769208 LLM: bigdl-llm lora support & lora example (#9740) 
* lora support and single card example

* support multi-card, refactor code

* fix model id and style

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

* fix style

* change to training_mode

* small fix

* add more info in help

* fixstyle, update readme

* fix ut

* fix ut

* Handling compatibility issues with default LoraConfig
 2023-12-22 11:05:39 +08:00
binbin Deng
12df70953e LLM: add resume_from_checkpoint related section (#9705) 2023-12-18 12:27:02 +08:00
binbin Deng
499100daf1 LLM: Add solution to fix oneccl related error (#9630) 2023-12-08 10:51:55 +08:00
Yina Chen
404e101ded QALora example (#9551) 
* Support qa-lora

* init

* update

* update

* update

* update

* update

* update merge

* update

* fix style & update scripts

* update

* address comments

* fix typo

* fix typo

---------

Co-authored-by: Yang Wang <yang3.wang@intel.com>
 2023-12-06 15:36:21 +08:00
binbin Deng
4ff2ca9d0d LLM: fix loss error on Arc (#9550) 2023-11-29 15:16:18 +08:00
binbin Deng
2b9c7d2a59 LLM: quick fix alpaca qlora finetuning script (#9534) 2023-11-27 11:04:27 +08:00
binbin Deng
1a2129221d LLM: support resume from checkpoint in Alpaca QLoRA (#9502) 2023-11-22 13:49:14 +08:00
Ruonan Wang
076d106ef5 LLM: GPU QLoRA update to bf16 to accelerate gradient checkpointing (#9499) 
* update to bf16 to accelerate gradient checkpoint

* add utils and fix ut
 2023-11-21 17:08:36 +08:00
binbin Deng
b7ae572ac3 LLM: update Alpaca QLoRA finetuning example on GPU (#9492) 2023-11-21 14:22:19 +08:00
binbin Deng
3dac21ac7b LLM: add more example usages about alpaca qlora on different hardware (#9458) 2023-11-17 09:56:43 +08:00
binbin Deng
54d95e4907 LLM: add alpaca qlora finetuning example (#9276) 2023-11-08 16:25:17 +08:00