diff --git a/tools/msccl-algorithms/allgather-8n-0-1kb.xml b/tools/msccl-algorithms/allgather-8n-0-8kb.xml
similarity index 99%
rename from tools/msccl-algorithms/allgather-8n-0-1kb.xml
rename to tools/msccl-algorithms/allgather-8n-0-8kb.xml
index 8588571562..6b43e13b4d 100644
--- a/tools/msccl-algorithms/allgather-8n-0-1kb.xml
+++ b/tools/msccl-algorithms/allgather-8n-0-8kb.xml
@@ -1,6 +1,6 @@
 <!-- Copyright (c) Microsoft Corporation. -->
 <!-- Licensed under the MIT License. -->
-<algo name="all_gather_llm" proto="LL" nchannels="1" nchunksperloop="8" ngpus="8" coll="allgather" inplace="1" outofplace="0" minBytes="0" maxBytes="1023">
+<algo name="all_gather_llm" proto="LL" nchannels="1" nchunksperloop="8" ngpus="8" coll="allgather" inplace="1" outofplace="0" minBytes="0" maxBytes="8192">
   <gpu id="0" i_chunks="0" o_chunks="8" s_chunks="0">
     <tb id="0" send="-1" recv="1" chan="0">
       <step s="0" type="r" srcbuf="o" srcoff="1" dstbuf="o" dstoff="1" cnt="1" depid="-1" deps="-1" hasdep="0"/>
diff --git a/tools/msccl-algorithms/allgather-8n-1mb-4mb.xml b/tools/msccl-algorithms/allgather-8n-128kb-1mb.xml
similarity index 99%
rename from tools/msccl-algorithms/allgather-8n-1mb-4mb.xml
rename to tools/msccl-algorithms/allgather-8n-128kb-1mb.xml
index 2da0b6cd9f..03e14f2feb 100644
--- a/tools/msccl-algorithms/allgather-8n-1mb-4mb.xml
+++ b/tools/msccl-algorithms/allgather-8n-128kb-1mb.xml
@@ -1,6 +1,6 @@
 <!-- Copyright (c) Microsoft Corporation. -->
 <!-- Licensed under the MIT License. -->
-<algo name="all_gather_llm" proto="Simple" nchannels="32" nchunksperloop="32" ngpus="8" coll="allgather" inplace="1" outofplace="0" minBytes="1048576" maxBytes="4194303">
+<algo name="all_gather_llm" proto="Simple" nchannels="32" nchunksperloop="32" ngpus="8" coll="allgather" inplace="1" outofplace="0" minBytes="131073" maxBytes="1048575">
   <gpu id="0" i_chunks="0" o_chunks="32" s_chunks="0">
     <tb id="0" send="-1" recv="1" chan="8">
       <step s="0" type="r" srcbuf="o" srcoff="4" dstbuf="o" dstoff="4" cnt="1" depid="-1" deps="-1" hasdep="0"/>
diff --git a/tools/msccl-algorithms/allgather-8n-4mb-16mb.xml b/tools/msccl-algorithms/allgather-8n-1mb-40mb.xml
similarity index 99%
rename from tools/msccl-algorithms/allgather-8n-4mb-16mb.xml
rename to tools/msccl-algorithms/allgather-8n-1mb-40mb.xml
index 8a6f4939ad..da1de14d6c 100644
--- a/tools/msccl-algorithms/allgather-8n-4mb-16mb.xml
+++ b/tools/msccl-algorithms/allgather-8n-1mb-40mb.xml
@@ -1,6 +1,6 @@
 <!-- Copyright (c) Microsoft Corporation. -->
 <!-- Licensed under the MIT License. -->
-<algo name="all_gather_llm" proto="Simple" nchannels="8" nchunksperloop="64" ngpus="8" coll="allgather" inplace="1" outofplace="0" minBytes="4194303" maxBytes="16777216">
+<algo name="all_gather_llm" proto="Simple" nchannels="8" nchunksperloop="64" ngpus="8" coll="allgather" inplace="1" outofplace="0" minBytes="1048576" maxBytes="41943040">
   <gpu id="0" i_chunks="0" o_chunks="64" s_chunks="0">
     <tb id="0" send="1" recv="1" chan="0">
       <step s="0" type="s" srcbuf="o" srcoff="0" dstbuf="o" dstoff="0" cnt="1" depid="-1" deps="-1" hasdep="0"/>
diff --git a/tools/msccl-algorithms/allgather-8n-4kb-8kb.xml b/tools/msccl-algorithms/allgather-8n-4kb-8kb.xml
deleted file mode 100644
index c231dbe967..0000000000
--- a/tools/msccl-algorithms/allgather-8n-4kb-8kb.xml
+++ /dev/null
@@ -1,692 +0,0 @@
-<!-- Copyright (c) Microsoft Corporation. -->
-<!-- Licensed under the MIT License. -->
-<algo name="all_gather_llm" proto="LL" nchannels="16" nchunksperloop="16" ngpus="8" coll="allgather" inplace="1" outofplace="0" minBytes="4096" maxBytes="8191">
-  <gpu id="0" i_chunks="0" o_chunks="16" s_chunks="0">
-    <tb id="0" send="-1" recv="1" chan="1">
-      <step s="0" type="r" srcbuf="o" srcoff="2" dstbuf="o" dstoff="2" cnt="1" depid="-1" deps="-1" hasdep="0"/>
-    </tb>
-    <tb id="1" send="-1" recv="1" chan="9">
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-    </tb>
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-    </tb>
-    <tb id="3" send="-1" recv="2" chan="10">
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diff --git a/tools/msccl-algorithms/allgather-8n-1kb-4kb.xml b/tools/msccl-algorithms/allgather-8n-8kb-128kb.xml
similarity index 99%
rename from tools/msccl-algorithms/allgather-8n-1kb-4kb.xml
rename to tools/msccl-algorithms/allgather-8n-8kb-128kb.xml
index a5fb9bcbf6..48afcb9b5b 100644
--- a/tools/msccl-algorithms/allgather-8n-1kb-4kb.xml
+++ b/tools/msccl-algorithms/allgather-8n-8kb-128kb.xml
@@ -1,6 +1,6 @@
 <!-- Copyright (c) Microsoft Corporation. -->
 <!-- Licensed under the MIT License. -->
-<algo name="all_gather_llm" proto="LL" nchannels="2" nchunksperloop="16" ngpus="8" coll="allgather" inplace="1" outofplace="0" minBytes="1024" maxBytes="4095">
+<algo name="all_gather_llm" proto="LL" nchannels="2" nchunksperloop="16" ngpus="8" coll="allgather" inplace="1" outofplace="0" minBytes="8193" maxBytes="131072">
   <gpu id="0" i_chunks="0" o_chunks="16" s_chunks="0">
     <tb id="0" send="-1" recv="1" chan="0">
       <step s="0" type="r" srcbuf="o" srcoff="2" dstbuf="o" dstoff="2" cnt="1" depid="-1" deps="-1" hasdep="0"/>
diff --git a/tools/msccl-algorithms/allgather-8n-8kb-1mb.xml b/tools/msccl-algorithms/allgather-8n-8kb-1mb.xml
deleted file mode 100644
index 8f1f7825ce..0000000000
--- a/tools/msccl-algorithms/allgather-8n-8kb-1mb.xml
+++ /dev/null
@@ -1,1364 +0,0 @@
-<!-- Copyright (c) Microsoft Corporation. -->
-<!-- Licensed under the MIT License. -->
-<algo name="all_gather_llm" proto="LL" nchannels="4" nchunksperloop="32" ngpus="8" coll="allgather" inplace="1" outofplace="0" minBytes="8192" maxBytes="1048575">
-  <gpu id="0" i_chunks="0" o_chunks="32" s_chunks="0">
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