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Commit 5d5615f

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Jack-KhuuJack-Khuu
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Merge branch 'main' into Jack-Khuu-patch-23
2 parents a3d8cd8 + 2766a95 commit 5d5615f

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‎.ci/scripts/check_gibberish‎

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@@ -24,6 +24,18 @@ else
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fi
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fi
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#######################################################################
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#
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# check whether aspell spell check evailable
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if command -v aspell &> /dev/null; then
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echo "Checking $TMPFILE for gibberish"
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else
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echo "Aspell is not installed or not in PATH."
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echo "Gibberish unchecked in $TMPFILE"
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exit 0
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fi
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#######################################################################
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#
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# run spell check on the extracted sequence

‎.ci/scripts/run-docs‎

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# /bin/bash -x
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#!/bin/bash -x
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if [ "X$1" == "X" ]; then
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# Check if an argument was provided
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if [ -z "$1" ]; then
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echo "Must specify document to run"
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exit 1
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fi
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if [ "$1" == "readme" ]; then
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echo "::group::Create script to run README"
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python3 torchchat/utils/scripts/updown.py --create-sections --file README.md --replace 'llama3.1:stories15M,-l 3:-l 2' --suppress huggingface-cli,HF_TOKEN > ./run-readme.sh
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# for good measure, if something happened to updown processor,
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# and it did not error out, fail with an exit 1
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echo "exit 1" >> ./run-readme.sh
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echo "::endgroup::"
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echo "::group::Run README"
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echo "*******************************************"
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cat ./run-readme.sh
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echo "*******************************************"
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bash -x ./run-readme.sh
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echo "::endgroup::"
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exit 0
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fi
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if [ "$1" == "quantization" ]; then
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echo "::group::Create script to run quantization"
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python3 torchchat/utils/scripts/updown.py --create-sections --file docs/quantization.md --replace llama3:stories15M --suppress huggingface-cli,HF_TOKEN > ./run-quantization.sh
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# for good measure, if something happened to updown processor,
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# and it did not error out, fail with an exit 1
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echo "exit 1" >> ./run-quantization.sh
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echo "::endgroup::"
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echo "::group::Run quantization"
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echo "*******************************************"
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cat ./run-quantization.sh
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echo "*******************************************"
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bash -x ./run-quantization.sh
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echo "::endgroup::"
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exit 0
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fi
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if [ "$1" == "gguf" ]; then
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echo "::group::Create script to run gguf"
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python3 torchchat/utils/scripts/updown.py --file docs/GGUF.md --replace 'llama3:stories15M,-l 3:-l 2' --suppress huggingface-cli,HF_TOKEN > ./run-gguf.sh
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# for good measure, if something happened to updown processor,
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# and it did not error out, fail with an exit 1
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echo "exit 1" >> ./run-gguf.sh
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echo "::endgroup::"
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echo "::group::Run gguf"
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echo "*******************************************"
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cat ./run-gguf.sh
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echo "*******************************************"
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bash -x ./run-gguf.sh
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echo "::endgroup::"
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fi
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if [ "$1" == "advanced" ]; then
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echo "::group::Create script to run advanced"
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python3 torchchat/utils/scripts/updown.py --file docs/ADVANCED-USERS.md --replace 'llama3:stories15M,-l 3:-l 2' --suppress huggingface-cli,HF_TOKEN > ./run-advanced.sh
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# for good measure, if something happened to updown processor,
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# and it did not error out, fail with an exit 1
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echo "exit 1" >> ./run-advanced.sh
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echo "::endgroup::"
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echo "::group::Run advanced"
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echo "*******************************************"
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cat ./run-advanced.sh
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echo "*******************************************"
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bash -x ./run-advanced.sh
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echo "::endgroup::"
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fi
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if [ "$1" == "evaluation" ]; then
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echo "::group::Create script to run evaluation"
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python3 torchchat/utils/scripts/updown.py --file torchchat/utils/docs/evaluation.md --replace 'llama3:stories15M,-l 3:-l 2' --suppress huggingface-cli,HF_TOKEN > ./run-evaluation.sh
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# for good measure, if something happened to updown processor,
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# and it did not error out, fail with an exit 1
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echo "exit 1" >> ./run-evaluation.sh
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echo "::endgroup::"
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echo "::group::Run evaluation"
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echo "*******************************************"
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cat ./run-evaluation.sh
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echo "*******************************************"
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bash -x ./run-evaluation.sh
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fi
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if [ "$1" == "multimodal" ]; then
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# Expecting that this might fail this test as-is, because
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# it's the first on-pr test depending on github secrets for access with HF token access
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echo "::group::Create script to run multimodal"
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python3 torchchat/utils/scripts/updown.py --file docs/multimodal.md > ./run-multimodal.sh
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# for good measure, if something happened to updown processor,
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# and it did not error out, fail with an exit 1
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echo "exit 1" >> ./run-multimodal.sh
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echo "::endgroup::"
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echo "::group::Run multimodal"
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echo "*******************************************"
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cat ./run-multimodal.sh
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echo "*******************************************"
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bash -x ./run-multimodal.sh
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echo "::endgroup::"
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fi
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if [ "$1" == "native" ]; then
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echo "::group::Create script to run native-execution"
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python3 torchchat/utils/scripts/updown.py --file docs/native-execution.md > ./run-native.sh
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# for good measure, if something happened to updown processor,
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# and it did not error out, fail with an exit 1
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echo "exit 1" >> ./run-native.sh
119-
echo "::endgroup::"
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echo "::group::Run native-execution"
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echo "*******************************************"
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cat ./run-native.sh
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echo "*******************************************"
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bash -x ./run-native.sh
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echo "::endgroup::"
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fi
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129-
if [ "$1" == "distributed" ]; then
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echo "::group::Create script to run distributed"
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python3 torchchat/utils/scripts/updown.py --file docs/distributed.md --replace 'llama3.1:stories110M,-l 3:-l 2' --suppress huggingface-cli,HF_TOKEN > ./run-distributed.sh
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python3 torchchat/utils/scripts/updown.py --file docs/distributed.md --suppress huggingface-cli,HF_TOKEN > ./run-distributed.sh
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# for good measure, if something happened to updown processor,
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# and it did not error out, fail with an exit 1
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echo "exit 1" >> ./run-distributed.sh
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echo "::endgroup::"
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echo "::group::Run distributed"
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echo "*******************************************"
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cat ./run-distributed.sh
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echo "*******************************************"
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bash -x ./run-distributed.sh
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echo "::endgroup::"
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fi
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# Pre-initialize variables
10+
filepath=""
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# cuda supports padding, so no need to replace quantization for now.
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# otherwise add: 'cuda.json:cuda-32.json' to replace rules
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parameters="--replace llama3:stories15M,-l3:-l2,mobile.json:mobile-32.json --suppress huggingface-cli,HF_TOKEN"
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script_name="./run-${1}.sh" # Dynamically initialize script name
15+
16+
# Use a case statement to handle the $1 argument
17+
case "$1" in
18+
"readme")
19+
filepath="README.md"
20+
parameters="--replace llama3.1:stories15M,-l3:-l2,mobile.json:mobile-32.json --suppress huggingface-cli,HF_TOKEN"
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;;
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"quantization")
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filepath="docs/quantization.md"
24+
;;
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"gguf")
26+
filepath="docs/GGUF.md"
27+
;;
28+
"advanced")
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filepath="docs/ADVANCED-USERS.md"
30+
;;
31+
"evaluation")
32+
filepath="torchchat/utils/docs/evaluation.md"
33+
;;
34+
"multimodal")
35+
filepath="docs/multimodal.md"
36+
parameters="" # Clear parameters
37+
;;
38+
"native")
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filepath="docs/native-execution.md"
40+
parameters="" # Clear parameters
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;;
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"distributed")
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filepath="docs/distributed.md"
44+
parameters="--replace llama3.1:stories110M,-l3:-l2 --suppress huggingface-cli,HF_TOKEN" # Use stories110M to avoid need for authentication
45+
;;
46+
"local")
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filepath="docs/local-model.md"
48+
parameters="" # Clear parameters
49+
;;
50+
51+
*)
52+
echo "Unknown option: $1"
53+
exit 1
54+
;;
55+
esac
56+
57+
# Generate the script
58+
echo "::group::Create script to run $1"
59+
python3 torchchat/utils/scripts/updown.py --file "$filepath" $parameters > "$script_name"
60+
# if something happened to updown processor, and it did not error out, fail with an exit 1
61+
echo "exit 1" >> "$script_name"
62+
echo "::endgroup::"
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64+
# Run the script
65+
echo "::group::Run $1"
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echo "*******************************************"
67+
cat "$script_name"
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echo "*******************************************"
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set -x
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. "$script_name"
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echo "::endgroup::"

‎.github/workflows/more-tests.yml‎

Lines changed: 67 additions & 2 deletions
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@@ -19,6 +19,7 @@ jobs:
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gpu-arch-version: "12.4"
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timeout: 60
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script: |
22+
set -xeou pipefail
2223
echo "::group::Print machine info"
2324
uname -a
2425
echo "::endgroup::"
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echo "::endgroup::"
4041
4142
echo "::group::Run inference"
42-
export MODEL_PATH=checkpoints/stories15M/stories15M.pt
43+
export MODEL_DIR=checkpoints/stories15M/
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export MODEL_PATH=${MODEL_DIR}/stories15M.pt
4345
export MODEL_NAME=stories15M
44-
export MODEL_DIR=/tmp
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for DTYPE in bfloat16 float16 float32; do
4749
###################################################################
@@ -83,3 +85,66 @@ jobs:
8385
echo "tests complete"
8486
echo "******************************************"
8587
echo "::endgroup::"
88+
89+
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test-sdpa-backends-export:
91+
permissions:
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id-token: write
93+
contents: read
94+
uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
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with:
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runner: linux.g5.4xlarge.nvidia.gpu
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gpu-arch-type: cuda
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gpu-arch-version: "12.4"
99+
timeout: 60
100+
script: |
101+
set -xeou pipefail
102+
echo "::group::Print machine info"
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uname -a
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echo "::endgroup::"
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106+
echo "::group::Download checkpoints"
107+
# Install requirements
108+
./install/install_requirements.sh cuda
109+
pip3 list
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python3 -c 'import torch;print(f"torch: {torch.__version__, torch.version.git_version}")'
111+
echo "::endgroup::"
112+
113+
echo "::group::Download checkpoints"
114+
mkdir -p checkpoints/stories15M
115+
pushd checkpoints/stories15M
116+
wget https://huggingface.co/karpathy/tinyllamas/resolve/main/stories15M.pt
117+
wget https://github.com/karpathy/llama2.c/raw/master/tokenizer.model
118+
popd
119+
echo "::endgroup::"
120+
121+
echo "::group::Run inference"
122+
export MODEL_DIR=checkpoints/stories15M/
123+
export MODEL_PATH=${MODEL_DIR}/stories15M.pt
124+
export MODEL_NAME=stories15M
125+
126+
./torchchat/utils/scripts/build_native.sh aoti
127+
128+
for DEVICE in cpu cuda; do
129+
# depending on how the parameter passing works, may only be able to do bfloat16 for aoti_run, similar to runner-cuda-dtype.yml
130+
# (although the runner environment should not have an opinion what we us in the artifact, and we might suitably abstract that)
131+
for DTYPE in bfloat16 float16 float32; do
132+
for SDPA in 'math' 'flash_attention' 'efficient_attention' 'cudnn_attention'; do
133+
echo "***************************************************************"
134+
echo "*** $DEVICE $DTYPE $SDPA"
135+
###################################################################
136+
# Export DSO and run with Python
137+
python torchchat.py export --output-dso dso.so --checkpoint-path ${MODEL_PATH} --attention-backend ${SDPA} --device ${DEVICE} --dtype ${DTYPE}
138+
python torchchat.py generate --dso-path dso.so --checkpoint-path ${MODEL_PATH} --attention-backend ${SDPA} --device ${DEVICE} --dtype ${DTYPE} --temperature 0 --prompt "Once upon a time"
139+
###################################################################
140+
# Export AOTI and run with aoti_run
141+
python torchchat.py export --output-aoti /tmp/model.pt2 --checkpoint-path ${MODEL_PATH} --attention-backend ${SDPA} --device ${DEVICE} --dtype ${DTYPE}
142+
./cmake-out/aoti_run /tmp/model.pt2 -z ${MODEL_DIR}/tokenizer.model -i "Once upon a time"
143+
###################################################################
144+
done
145+
done
146+
done
147+
148+
echo "tests complete"
149+
echo "******************************************"
150+
echo "::endgroup::"

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