Commit graph

11 commits

Author SHA1 Message Date
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
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
Yina Chen
70f5e7bf0d Support peft LoraConfig (#9636)
* support peft loraconfig

* use testcase to test

* fix style

* meet comments
2023-12-08 16:13:03 +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
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
Ruonan Wang
0f82b8c3a0 LLM: update qlora example (#9454)
* update qlora example

* fix loss=0
2023-11-15 09:24:15 +08:00
Yang Wang
7a2de00b48 Fixes for xpu Bf16 training (#9156)
* Support bf16 training

* Use a stable transformer version

* remove env

* fix style
2023-10-14 21:28:59 -07:00
binbin Deng
5e9962b60e LLM: update example layout (#9046) 2023-10-09 15:36:39 +08:00
Renamed from python/llm/example/gpu/qlora_finetuning/qlora_finetuning.py (Browse further)