From dbf7542a6f0922022a47008aede9924753456c74 Mon Sep 17 00:00:00 2001
From: Sebastian Raschka <mail@sebastianraschka.com>
Date: Fri, 24 May 2024 14:55:52 -0400
Subject: [PATCH 1/5] Align readme (#1438)

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

diff --git a/README.md b/README.md
index e4377d5281..9f233d2074 100644
--- a/README.md
+++ b/README.md
@@ -7,7 +7,11 @@
 
 Uses the latest state-of-the-art techniques:
 
-✅ flash attention &nbsp; &nbsp;  ✅ fp4/8/16/32 &nbsp; &nbsp;  ✅ LoRA, QLoRA, Adapter (v1, v2) &nbsp; &nbsp;  ✅ FSDP &nbsp; &nbsp;  ✅ 1-1000+ GPUs/TPUs
+<pre>
+                     ✅ flash attention       ✅ fp4/8/16/32          ✅ LoRA, QLoRA, Adapter (v1, v2)
+✅ FSDP                  ✅ 1-1000+ GPUs/TPUs    ✅ 20+ LLMs
+</pre>
+
 
 ---
 

From 1754a2b55b7a834fac139abb75069677a8cc673c Mon Sep 17 00:00:00 2001
From: Sebastian Raschka <mail@sebastianraschka.com>
Date: Fri, 24 May 2024 15:36:28 -0400
Subject: [PATCH 2/5] Pin litdata (#1440)

---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 7627a17691..4c0bf6f421 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -37,7 +37,7 @@ all = [
     "sentencepiece>=0.2.0",      # llama-based models
     "tokenizers>=0.15.2",        # pythia, falcon, redpajama
     "requests>=2.31.0",          # litgpt.data
-    "litdata>=0.2.6",            # litgpt.data
+    "litdata==0.2.6",            # litgpt.data
     "litserve>=0.1.0",           # litgpt.deploy
     "zstandard>=0.22.0",         # litgpt.data.prepare_slimpajama.py
     "pandas>=1.9.0",             # litgpt.data.prepare_starcoder.py

From 19a0d7a2d7d4de60622c6fb4376bf474382c3986 Mon Sep 17 00:00:00 2001
From: Sebastian Raschka <mail@sebastianraschka.com>
Date: Fri, 24 May 2024 16:05:52 -0400
Subject: [PATCH 3/5] Fix README.md alignment (#1439)

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 9f233d2074..97066ac225 100644
--- a/README.md
+++ b/README.md
@@ -8,7 +8,7 @@
 Uses the latest state-of-the-art techniques:
 
 <pre>
-                     ✅ flash attention       ✅ fp4/8/16/32          ✅ LoRA, QLoRA, Adapter (v1, v2)
+             ✅ flash attention       ✅ fp4/8/16/32          ✅ LoRA, QLoRA, Adapter
 ✅ FSDP                  ✅ 1-1000+ GPUs/TPUs    ✅ 20+ LLMs
 </pre>
 

From 221b7ef54161272162aa9b036f1ef3674f3160a4 Mon Sep 17 00:00:00 2001
From: Sebastian Raschka <mail@sebastianraschka.com>
Date: Fri, 24 May 2024 16:29:58 -0400
Subject: [PATCH 4/5] Update README.md for one last time (#1442)

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 97066ac225..02f89b71f7 100644
--- a/README.md
+++ b/README.md
@@ -8,7 +8,7 @@
 Uses the latest state-of-the-art techniques:
 
 <pre>
-             ✅ flash attention       ✅ fp4/8/16/32          ✅ LoRA, QLoRA, Adapter
+            ✅ flash attention       ✅ fp4/8/16/32          ✅ LoRA, QLoRA, Adapter
 ✅ FSDP                  ✅ 1-1000+ GPUs/TPUs    ✅ 20+ LLMs
 </pre>
 

From f6654e8753cf9bc328a8a9b4d1ec86a74cb2a340 Mon Sep 17 00:00:00 2001
From: Sebastian Raschka <mail@sebastianraschka.com>
Date: Tue, 28 May 2024 10:07:22 -0400
Subject: [PATCH 5/5] A more centered look (#1449)

---
 README.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index 02f89b71f7..3122b682a0 100644
--- a/README.md
+++ b/README.md
@@ -8,8 +8,8 @@
 Uses the latest state-of-the-art techniques:
 
 <pre>
-            ✅ flash attention       ✅ fp4/8/16/32          ✅ LoRA, QLoRA, Adapter
-✅ FSDP                  ✅ 1-1000+ GPUs/TPUs    ✅ 20+ LLMs
+✅ flash attention    ✅ fp4/8/16/32        ✅ LoRA, QLoRA, Adapter
+✅ FSDP               ✅ 1-1000+ GPUs/TPUs  ✅ 20+ LLMs            
 </pre>