From 619a177fbbdc00bee58628f869152f958cbe0457 Mon Sep 17 00:00:00 2001
From: John Smith <yfshi123@163.com>
Date: Thu, 23 Mar 2023 16:31:49 +0800
Subject: [PATCH] Update README.md

---
 README.md | 6 +++++-
 1 file changed, 5 insertions(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 9c3a46d..7f64534 100644
--- a/README.md
+++ b/README.md
@@ -6,12 +6,16 @@ Made some adjust for the code in peft and gptq for llama, and make it possible f
 # Update Logs
 * Resolved numerically unstable issue
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+
 * Reconstruct fp16 matrix from 4bit data and call torch.matmul largely increased the inference speed.
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+
 * Added install script for windows and linux.
 <br>
-* Added Gradient Checkpointing. Now It can finetune 30b model 4bit on a single GPU with 24G VRAM. (finetune.py updated)
+
+* Added Gradient Checkpointing. Now It can finetune 30b model 4bit on a single GPU with 24G VRAM with Gradient Checkpointing enabled. (finetune.py updated) (but would reduce training speed, so if having enough VRAM this option is not needed)
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+
 * Added install manual by s4rduk4r
 <br>