This commit is contained in:
hiyouga
2024-06-03 19:12:29 +08:00
parent 1539c72b94
commit eed33862bc
24 changed files with 52 additions and 52 deletions

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@@ -107,13 +107,13 @@ CUDA_VISIBLE_DEVICES=0 llamafactory-cli train examples/qlora_single_gpu/llama3_l
### 多 GPU LoRA 微调
#### 使用 Accelerate 进行单节点训练
#### 在单机上进行指令监督微调
```bash
CUDA_VISIBLE_DEVICES=0,1,2,3 llamafactory-cli train examples/lora_multi_gpu/llama3_lora_sft.yaml
```
#### 使用 Accelerate 进行多节点训练
#### 在多机上进行指令监督微调
```bash
CUDA_VISIBLE_DEVICES=0,1,2,3 NNODES=2 RANK=0 MASTER_ADDR=192.168.0.1 MASTER_PORT=29500 llamafactory-cli train examples/lora_multi_gpu/llama3_lora_sft.yaml
@@ -128,7 +128,7 @@ CUDA_VISIBLE_DEVICES=0,1,2,3 llamafactory-cli train examples/lora_multi_gpu/llam
### 多 NPU LoRA 微调
#### 使用 DeepSpeed ZeRO-0 训练
#### 使用 DeepSpeed ZeRO-0 进行指令监督微调
```bash
ASCEND_RT_VISIBLE_DEVICES=0,1,2,3 llamafactory-cli train examples/lora_multi_npu/llama3_lora_sft_ds.yaml
@@ -136,13 +136,13 @@ ASCEND_RT_VISIBLE_DEVICES=0,1,2,3 llamafactory-cli train examples/lora_multi_npu
### 多 GPU 全参数微调
#### 使用 DeepSpeed 进行单节点训练
#### 在单机上进行指令监督微调
```bash
CUDA_VISIBLE_DEVICES=0,1,2,3 llamafactory-cli train examples/full_multi_gpu/llama3_full_sft.yaml
```
#### 使用 DeepSpeed 进行多节点训练
#### 在多机上进行指令监督微调
```bash
CUDA_VISIBLE_DEVICES=0,1,2,3 NNODES=2 RANK=0 MASTER_ADDR=192.168.0.1 MASTER_PORT=29500 llamafactory-cli train examples/full_multi_gpu/llama3_full_sft.yaml