Merge pull request #161 from NanoCode012/fix/peft-setup

Fix: Update peft and gptq instruction
This commit is contained in:
NanoCode012
2023-06-08 23:01:53 +09:00
committed by GitHub

View File

@@ -33,6 +33,7 @@
git clone https://github.com/OpenAccess-AI-Collective/axolotl
pip3 install -e .
pip3 install -U git+https://github.com/huggingface/peft.git
accelerate config
@@ -53,6 +54,7 @@ accelerate launch scripts/finetune.py examples/lora-openllama-3b/config.yml \
docker run --gpus '"all"' --rm -it winglian/axolotl:main-py3.9-cu118-2.0.0
```
- `winglian/axolotl-runpod:main-py3.9-cu118-2.0.0`: for runpod
- `winglian/axolotl-runpod:main-py3.9-cu118-2.0.0-gptq`: for gptq
- `winglian/axolotl:dev`: dev branch (not usually up to date)
Or run on the current files for development:
@@ -67,9 +69,19 @@ accelerate launch scripts/finetune.py examples/lora-openllama-3b/config.yml \
2. Install pytorch stable https://pytorch.org/get-started/locally/
3. Install python dependencies with ONE of the following:
- `pip3 install -e .` (recommended, supports QLoRA, no gptq/int4 support)
- `pip3 install -e .[gptq]` (next best if you don't need QLoRA, but want to use gptq)
- `pip3 install -e .[gptq_triton]`
- Recommended, supports QLoRA, NO gptq/int4 support
```bash
pip3 install -e .
pip3 install -U git+https://github.com/huggingface/peft.git
```
- gptq/int4 support, NO QLoRA
```bash
pip3 install -e .[gptq]
```
- same as above but not recommended
```bash
pip3 install -e .[gptq_triton]
```
- LambdaLabs
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