From 6f1a2026bb6f1e0b048a8b59270dbc9f553ab33d Mon Sep 17 00:00:00 2001
From: Miroslav Goncharenko <miroslav.goncharenko@intel.com>
Date: Thu, 14 Nov 2024 00:32:56 +0100
Subject: [PATCH] readme: replace tabs with spaces

---
 examples/language-modeling/README.md | 64 ++++++++++++++--------------
 1 file changed, 32 insertions(+), 32 deletions(-)

diff --git a/examples/language-modeling/README.md b/examples/language-modeling/README.md
index 2bca4551ae..f10e46d757 100644
--- a/examples/language-modeling/README.md
+++ b/examples/language-modeling/README.md
@@ -475,38 +475,38 @@ python ../gaudi_spawn.py \
 - Multi-card finetuning of Llama2-7B with FP8:
 ```bash
 PT_HPU_AUTOCAST_LOWER_PRECISION_OPS_LIST=ops_bf16.txt python ../gaudi_spawn.py \
-	--world_size 8 --use_mpi run_lora_clm.py \
-	--model_name_or_path meta-llama/Llama-2-7b-hf \
-	--dataset_name tatsu-lab/alpaca \
-	--bf16 True \
-	--output_dir ./model_lora_llama \
-	--num_train_epochs 3 \
-	--per_device_train_batch_size 16 \
-	--gradient_accumulation_steps 1 \
-	--eval_strategy "no" \
-	--save_strategy "no" \
-	--learning_rate 3e-4 \
-	--warmup_ratio 0.03 \
-	--lr_scheduler_type "constant" \
-	--max_grad_norm 0.3 \
-	--logging_steps 20 \
-	--do_train \
-	--do_eval \
-	--use_habana \
-	--use_lazy_mode \
-	--throughput_warmup_steps 18 \
-	--lora_rank=8 \
-	--lora_alpha=16 \
-	--lora_dropout=0.05 \
-	--lora_target_modules "q_proj" "v_proj" \
-	--dataset_concatenation \
-	--max_seq_length 512 \
-	--ddp_bucket_cap_mb 50 \
-	--adam_epsilon 1e-08 \
-	--validation_split_percentage 10 \
-	--low_cpu_mem_usage True \
-	--pipelining_fwd_bwd \
-	--fp8 True
+    --world_size 8 --use_mpi run_lora_clm.py \
+    --model_name_or_path meta-llama/Llama-2-7b-hf \
+    --dataset_name tatsu-lab/alpaca \
+    --bf16 True \
+    --output_dir ./model_lora_llama \
+    --num_train_epochs 3 \
+    --per_device_train_batch_size 16 \
+    --gradient_accumulation_steps 1 \
+    --eval_strategy "no" \
+    --save_strategy "no" \
+    --learning_rate 3e-4 \
+    --warmup_ratio 0.03 \
+    --lr_scheduler_type "constant" \
+    --max_grad_norm 0.3 \
+    --logging_steps 20 \
+    --do_train \
+    --do_eval \
+    --use_habana \
+    --use_lazy_mode \
+    --throughput_warmup_steps 18 \
+    --lora_rank=8 \
+    --lora_alpha=16 \
+    --lora_dropout=0.05 \
+    --lora_target_modules "q_proj" "v_proj" \
+    --dataset_concatenation \
+    --max_seq_length 512 \
+    --ddp_bucket_cap_mb 50 \
+    --adam_epsilon 1e-08 \
+    --validation_split_percentage 10 \
+    --low_cpu_mem_usage True \
+    --pipelining_fwd_bwd \
+    --fp8 True
 ```
 
 - Multi-card finetuning of codegen-16B-mono: