Merge pull request #161 from NanoCode012/fix/peft-setup
Fix: Update peft and gptq instruction
This commit is contained in:
18
README.md
18
README.md
@@ -33,6 +33,7 @@
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git clone https://github.com/OpenAccess-AI-Collective/axolotl
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pip3 install -e .
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pip3 install -U git+https://github.com/huggingface/peft.git
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accelerate config
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@@ -53,6 +54,7 @@ accelerate launch scripts/finetune.py examples/lora-openllama-3b/config.yml \
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docker run --gpus '"all"' --rm -it winglian/axolotl:main-py3.9-cu118-2.0.0
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```
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- `winglian/axolotl-runpod:main-py3.9-cu118-2.0.0`: for runpod
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- `winglian/axolotl-runpod:main-py3.9-cu118-2.0.0-gptq`: for gptq
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- `winglian/axolotl:dev`: dev branch (not usually up to date)
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Or run on the current files for development:
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@@ -67,9 +69,19 @@ accelerate launch scripts/finetune.py examples/lora-openllama-3b/config.yml \
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2. Install pytorch stable https://pytorch.org/get-started/locally/
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3. Install python dependencies with ONE of the following:
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- `pip3 install -e .` (recommended, supports QLoRA, no gptq/int4 support)
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- `pip3 install -e .[gptq]` (next best if you don't need QLoRA, but want to use gptq)
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- `pip3 install -e .[gptq_triton]`
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- Recommended, supports QLoRA, NO gptq/int4 support
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```bash
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pip3 install -e .
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pip3 install -U git+https://github.com/huggingface/peft.git
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```
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- gptq/int4 support, NO QLoRA
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```bash
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pip3 install -e .[gptq]
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```
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- same as above but not recommended
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```bash
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pip3 install -e .[gptq_triton]
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```
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- LambdaLabs
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<details>
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