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[example] add llama2 example (#4527)

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* [example] transfer llama-1 example

* [example] fit llama-2

* [example] refactor scripts folder

* [example] fit new gemini plugin

* [cli] fix multinode runner

* [example] fit gemini optim checkpoint

* [example] refactor scripts

* [example] update requirements

* [example] update requirements

* [example] rename llama to llama2

* [example] update readme and pretrain script

* [example] refactor scripts
This commit is contained in:
Hongxin Liu
2023-08-28 17:59:11 +08:00
committed by GitHub
parent 839847b7d7
commit 0b00def881
17 changed files with 1087 additions and 19 deletions
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17
examples/language/llama2/scripts/benchmark_70B/3d.sh Normal file
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#!/bin/bash
# TODO: fix this
echo "3D parallel for LLaMA-2 is not ready yet"
exit 1
################
#Load your environments and modules here
################
HOSTFILE=$(realpath hosts.txt)
cd ../..
export OMP_NUM_THREADS=8
colossalai run --nproc_per_node 8 --hostfile $HOSTFILE benchmark.py -c 70b -p 3d -g -x -b 8 --tp 4 --pp 2 --mbs 4

13
examples/language/llama2/scripts/benchmark_70B/gemini.sh Normal file
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#!/bin/bash
################
#Load your environments and modules here
################
HOSTFILE=$(realpath hosts.txt)
cd ../..
export OMP_NUM_THREADS=8
colossalai run --nproc_per_node 8 --hostfile $HOSTFILE benchmark.py -c 70b -g -x -b 2

13
examples/language/llama2/scripts/benchmark_70B/gemini_auto.sh Normal file
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#!/bin/bash
################
#Load your environments and modules here
################
HOSTFILE=$(realpath hosts.txt)
cd ../..
export OMP_NUM_THREADS=8
colossalai run --nproc_per_node 8 --hostfile $HOSTFILE benchmark.py -c 70b -p gemini_auto -g -x -b 2

13
examples/language/llama2/scripts/benchmark_7B/gemini.sh Normal file
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@@ -0,0 +1,13 @@
#!/bin/bash
################
#Load your environments and modules here
################
HOSTFILE=$(realpath hosts.txt)
cd ../..
export OMP_NUM_THREADS=8
colossalai run --nproc_per_node 8 --hostfile $HOSTFILE benchmark.py -g -x -b 16

13
examples/language/llama2/scripts/benchmark_7B/gemini_auto.sh Normal file
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@@ -0,0 +1,13 @@
#!/bin/bash
################
#Load your environments and modules here
################
HOSTFILE=$(realpath hosts.txt)
cd ../..
export OMP_NUM_THREADS=8
colossalai run --nproc_per_node 8 --hostfile $HOSTFILE benchmark.py -p gemini_auto -g -x -b 16