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TurboQuant TQ4 KV cache compression for Qwen 3.5 MoE #473

TurboQuant TQ4 KV cache compression for Qwen 3.5 MoE

TurboQuant TQ4 KV cache compression for Qwen 3.5 MoE #473

Triggered via pull request April 4, 2026 23:57
Status Success
Total duration 52m 42s
Artifacts 2

cuda-perf.yml

on: pull_request
set-parameters
8s
set-parameters
Matrix: export-models
Matrix: benchmark-cuda
upload-benchmark-results
30s
upload-benchmark-results
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4 warnings
set-parameters
Node.js 20 actions are deprecated. The following actions are running on Node.js 20 and may not work as expected: actions/checkout@v3, actions/setup-python@v4. Actions will be forced to run with Node.js 24 by default starting June 2nd, 2026. Node.js 20 will be removed from the runner on September 16th, 2026. Please check if updated versions of these actions are available that support Node.js 24. To opt into Node.js 24 now, set the FORCE_JAVASCRIPT_ACTIONS_TO_NODE24=true environment variable on the runner or in your workflow file. Once Node.js 24 becomes the default, you can temporarily opt out by setting ACTIONS_ALLOW_USE_UNSECURE_NODE_VERSION=true. For more information see: https://github.blog/changelog/2025-09-19-deprecation-of-node-20-on-github-actions-runners/
export-models (nvidia/parakeet-tdt, quantized-int4-weight-only, nvidia_parakeet-tdt, 50) / linux-job
Node.js 20 actions are deprecated. The following actions are running on Node.js 20 and may not work as expected: ./test-infra/.github/actions/setup-ssh, actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683, actions/upload-artifact@ea165f8d65b6e75b540449e92b4886f43607fa02, nick-fields/retry@3e91a01664abd3c5cd539100d10d33b9c5b68482, pmeier/pytest-results-action@a2c1430e2bddadbad9f49a6f9b879f062c6b19b1. Actions will be forced to run with Node.js 24 by default starting June 2nd, 2026. Node.js 20 will be removed from the runner on September 16th, 2026. Please check if updated versions of these actions are available that support Node.js 24. To opt into Node.js 24 now, set the FORCE_JAVASCRIPT_ACTIONS_TO_NODE24=true environment variable on the runner or in your workflow file. Once Node.js 24 becomes the default, you can temporarily opt out by setting ACTIONS_ALLOW_USE_UNSECURE_NODE_VERSION=true. For more information see: https://github.blog/changelog/2025-09-19-deprecation-of-node-20-on-github-actions-runners/
benchmark-cuda (nvidia/parakeet-tdt, quantized-int4-weight-only, nvidia_parakeet-tdt, 50) / linux-job
Node.js 20 actions are deprecated. The following actions are running on Node.js 20 and may not work as expected: ./test-infra/.github/actions/setup-ssh, actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683, actions/download-artifact@d3f86a106a0bac45b974a628896c90dbdf5c8093, actions/upload-artifact@ea165f8d65b6e75b540449e92b4886f43607fa02, nick-fields/retry@3e91a01664abd3c5cd539100d10d33b9c5b68482, pmeier/pytest-results-action@a2c1430e2bddadbad9f49a6f9b879f062c6b19b1. Actions will be forced to run with Node.js 24 by default starting June 2nd, 2026. Node.js 20 will be removed from the runner on September 16th, 2026. Please check if updated versions of these actions are available that support Node.js 24. To opt into Node.js 24 now, set the FORCE_JAVASCRIPT_ACTIONS_TO_NODE24=true environment variable on the runner or in your workflow file. Once Node.js 24 becomes the default, you can temporarily opt out by setting ACTIONS_ALLOW_USE_UNSECURE_NODE_VERSION=true. For more information see: https://github.blog/changelog/2025-09-19-deprecation-of-node-20-on-github-actions-runners/
upload-benchmark-results
Node.js 20 actions are deprecated. The following actions are running on Node.js 20 and may not work as expected: actions/checkout@v3, actions/download-artifact@v4, actions/setup-python@v4, astral-sh/setup-uv@f0ec1fc3b38f5e7cd731bb6ce540c5af426746bb, aws-actions/configure-aws-credentials@v4. Actions will be forced to run with Node.js 24 by default starting June 2nd, 2026. Node.js 20 will be removed from the runner on September 16th, 2026. Please check if updated versions of these actions are available that support Node.js 24. To opt into Node.js 24 now, set the FORCE_JAVASCRIPT_ACTIONS_TO_NODE24=true environment variable on the runner or in your workflow file. Once Node.js 24 becomes the default, you can temporarily opt out by setting ACTIONS_ALLOW_USE_UNSECURE_NODE_VERSION=true. For more information see: https://github.blog/changelog/2025-09-19-deprecation-of-node-20-on-github-actions-runners/

Artifacts

Produced during runtime
Name Size Digest
model-nvidia_parakeet-tdt-quantized-int4-weight-only
430 MB
sha256:869ff97afd19e633331a236880932b9ba9e822af73ddbb51aaaf9ac1ba2cf54d
results-nvidia_parakeet-tdt-quantized-int4-weight-only
1.61 KB
sha256:3d90a1abce8b51154518652b0258e4eaa559bb777324bfca52f33acd5ec158fa