From 377a1270234bbc77d5406d545610a5c4f08e1be4 Mon Sep 17 00:00:00 2001
From: Vimal_Shady <144231334+Vimal-Shady@users.noreply.github.com>
Date: Wed, 6 Aug 2025 14:10:28 +0530
Subject: [PATCH 1/5] Fix Broken Link in README
---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/README.md b/README.md
index fc7e0be06..a8e31c299 100644
--- a/README.md
+++ b/README.md
@@ -37,7 +37,7 @@ Transform                              Optimize
 
  
 
-
+
   
 
 
From caa70085467193f2d408495536f3f6b1d5ba2f0e Mon Sep 17 00:00:00 2001
From: Vimal_Shady <144231334+Vimal-Shady@users.noreply.github.com>
Date: Wed, 6 Aug 2025 21:57:10 +0530
Subject: [PATCH 2/5] Added Markdown Link Checker Workflow
---
 .github/markdown-links-config.json      | 12 ++++++++++++
 .github/workflows/ci-check-md-links.yml | 21 +++++++++++++++++++++
 2 files changed, 33 insertions(+)
 create mode 100644 .github/markdown-links-config.json
 create mode 100644 .github/workflows/ci-check-md-links.yml
diff --git a/.github/markdown-links-config.json b/.github/markdown-links-config.json
new file mode 100644
index 000000000..b6bf72eb1
--- /dev/null
+++ b/.github/markdown-links-config.json
@@ -0,0 +1,12 @@
+{
+  "ignorePatterns": [
+    {
+      "pattern": "^http://localhost"
+    },
+    {
+      "pattern": "^https://example.com"
+    }
+  ],
+  "timeout": "10",
+  "retryCount": 2
+}
diff --git a/.github/workflows/ci-check-md-links.yml b/.github/workflows/ci-check-md-links.yml
new file mode 100644
index 000000000..72ffb61ba
--- /dev/null
+++ b/.github/workflows/ci-check-md-links.yml
@@ -0,0 +1,21 @@
+name: Check Markdown links
+# https://github.com/gaurav-nelson/github-action-markdown-link-check
+
+on:
+  push:
+    branches: [main, "release/*"]
+  pull_request:
+    branches: [main, "release/*"]
+    types: [opened, reopened, ready_for_review, synchronize]
+    paths:
+      - ".github/workflows/ci-check-md-links.yml"
+      - ".github/markdown-links-config.json"
+      - "**/*.md"
+
+jobs:
+  check-md-links:
+    uses: Lightning-AI/utilities/.github/workflows/check-md-links.yml@main
+    with:
+      config-file: ".github/markdown-links-config.json"
+      base-branch: "main"
+      force-check-all: "yes"
From d8c5adbcf6a070187b600418412130a875a17d62 Mon Sep 17 00:00:00 2001
From: Deependu Jha 
Date: Thu, 7 Aug 2025 13:33:09 +0530
Subject: [PATCH 3/5] update
---
 .github/markdown-links-config.json      | 26 +++++++++++++++++++++----
 .github/workflows/ci-check-md-links.yml | 21 --------------------
 .github/workflows/ci-checks.yml         |  7 +++++++
 3 files changed, 29 insertions(+), 25 deletions(-)
 delete mode 100644 .github/workflows/ci-check-md-links.yml
diff --git a/.github/markdown-links-config.json b/.github/markdown-links-config.json
index b6bf72eb1..50dea4c54 100644
--- a/.github/markdown-links-config.json
+++ b/.github/markdown-links-config.json
@@ -1,12 +1,30 @@
 {
   "ignorePatterns": [
     {
-      "pattern": "^http://localhost"
+      "pattern": "^https://github.com/Lightning-AI/litData/pull/"
     },
     {
-      "pattern": "^https://example.com"
+      "pattern": "^https://dev.azure.com/Lightning-AI/lightning/_apis/build/status"
+    },
+    {
+      "pattern": "^https://codecov.io/gh/Lightning-AI/litData/graph/badge.svg"
+    }
+  ],
+  "httpHeaders": [
+    {
+      "urls": [
+        "https://github.com/",
+        "https://guides.github.com/",
+        "https://help.github.com/",
+        "https://docs.github.com/"
+      ],
+      "headers": {
+        "Accept-Encoding": "zstd, br, gzip, deflate"
+      }
     }
   ],
-  "timeout": "10",
-  "retryCount": 2
+  "timeout": "20s",
+  "retryOn429": true,
+  "retryCount": 5,
+  "fallbackRetryDelay": "20s"
 }
diff --git a/.github/workflows/ci-check-md-links.yml b/.github/workflows/ci-check-md-links.yml
deleted file mode 100644
index 72ffb61ba..000000000
--- a/.github/workflows/ci-check-md-links.yml
+++ /dev/null
@@ -1,21 +0,0 @@
-name: Check Markdown links
-# https://github.com/gaurav-nelson/github-action-markdown-link-check
-
-on:
-  push:
-    branches: [main, "release/*"]
-  pull_request:
-    branches: [main, "release/*"]
-    types: [opened, reopened, ready_for_review, synchronize]
-    paths:
-      - ".github/workflows/ci-check-md-links.yml"
-      - ".github/markdown-links-config.json"
-      - "**/*.md"
-
-jobs:
-  check-md-links:
-    uses: Lightning-AI/utilities/.github/workflows/check-md-links.yml@main
-    with:
-      config-file: ".github/markdown-links-config.json"
-      base-branch: "main"
-      force-check-all: "yes"
diff --git a/.github/workflows/ci-checks.yml b/.github/workflows/ci-checks.yml
index 7552db466..4fe3fe837 100644
--- a/.github/workflows/ci-checks.yml
+++ b/.github/workflows/ci-checks.yml
@@ -37,3 +37,10 @@ jobs:
     uses: Lightning-AI/utilities/.github/workflows/check-docs.yml@main
     with:
       requirements-file: "requirements/docs.txt"
+
+  check-md-links:
+    uses: Lightning-AI/utilities/.github/workflows/check-md-links.yml@main
+    with:
+      config-file: ".github/markdown-links-config.json"
+      base-branch: "main"
+      force-check-all: "yes"
From f5f8b9af1d98ce09e0bb1839f0782b467d3b63fd Mon Sep 17 00:00:00 2001
From: Deependu Jha 
Date: Thu, 7 Aug 2025 13:44:28 +0530
Subject: [PATCH 4/5] update
---
 README.md                      | 2 +-
 examples/multi_modal/README.md | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)
diff --git a/README.md b/README.md
index aebe2058a..422f003b8 100644
--- a/README.md
+++ b/README.md
@@ -571,7 +571,7 @@ Stream data during long training, if interrupted, pick up right where you left o
 
 LitData provides a stateful `Streaming DataLoader` e.g. you can `pause` and `resume` your training whenever you want.
 
-Info: The `Streaming DataLoader` was used by [Lit-GPT](https://github.com/Lightning-AI/lit-gpt/blob/main/pretrain/tinyllama.py) to pretrain LLMs. Restarting from an older checkpoint was critical to get to pretrain the full model due to several failures (network, CUDA Errors, etc..).
+Info: The `Streaming DataLoader` was used by [Lit-GPT](https://github.com/Lightning-AI/litgpt/blob/main/tutorials/pretrain_tinyllama.md) to pretrain LLMs. Restarting from an older checkpoint was critical to get to pretrain the full model due to several failures (network, CUDA Errors, etc..).
 
 ```python
 import os
diff --git a/examples/multi_modal/README.md b/examples/multi_modal/README.md
index 97c2999d4..d192b2bda 100644
--- a/examples/multi_modal/README.md
+++ b/examples/multi_modal/README.md
@@ -126,7 +126,7 @@ pip install -r requirements.txt
 
 ## License
 
-This project is licensed under the APACHE 2.0 License. See the [LICENSE](LICENSE) file for details.
+This project is licensed under the [APACHE 2.0 License](https://github.com/Lightning-AI/litData/blob/main/LICENSE).
 
 ______________________________________________________________________
 
From 761f16e3f6e319f3103cfae247a9e2eae362e0b9 Mon Sep 17 00:00:00 2001
From: Deependu 
Date: Thu, 7 Aug 2025 14:12:52 +0530
Subject: [PATCH 5/5] Update .github/markdown-links-config.json
Co-authored-by: Bhimraj Yadav 
---
 .github/markdown-links-config.json | 3 ---
 1 file changed, 3 deletions(-)
diff --git a/.github/markdown-links-config.json b/.github/markdown-links-config.json
index 50dea4c54..76bbc794a 100644
--- a/.github/markdown-links-config.json
+++ b/.github/markdown-links-config.json
@@ -3,9 +3,6 @@
     {
       "pattern": "^https://github.com/Lightning-AI/litData/pull/"
     },
-    {
-      "pattern": "^https://dev.azure.com/Lightning-AI/lightning/_apis/build/status"
-    },
     {
       "pattern": "^https://codecov.io/gh/Lightning-AI/litData/graph/badge.svg"
     }