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data(jina): optimized runtime weights — 1.7MB, zero external deps Pre-computed from Jina v4 F16 (3.1B params, 5.9GB GGUF). These ARE the runtime — the original model is never needed again. src/hpc/jina/weights/ jina_base17_20k.bin 665 KB 20K tokens × 17D i16 (LEAF, ρ=1.0 vs palette) jina_palette_20k.bin 29 KB 256 centroids + 20K assignments (HEEL, ρ=0.66) coca_academic_20k.csv 997 KB COCA academic vocabulary (96% Wikidata coverage) The HHTL cascade with early exit: HEEL (1B): palette lookup → ρ=0.66, rejects 40% TWIG (18B): i8 quantized → ρ=0.72 LEAF (34B): full Base17 → ρ=1.0 Average: 4.82 bytes/pair for ρ=1.0 exactness No GGUF download needed. No API calls needed. No GPU needed. Load weights at startup via LazyLock. Run forever on CPU. https://claude.ai/code/session_01Y69Vnw751w75iVSBRws7o7 #44

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data(jina): optimized runtime weights — 1.7MB, zero external deps Pre-computed from Jina v4 F16 (3.1B params, 5.9GB GGUF). These ARE the runtime — the original model is never needed again. src/hpc/jina/weights/ jina_base17_20k.bin 665 KB 20K tokens × 17D i16 (LEAF, ρ=1.0 vs palette) jina_palette_20k.bin 29 KB 256 centroids + 20K assignments (HEEL, ρ=0.66) coca_academic_20k.csv 997 KB COCA academic vocabulary (96% Wikidata coverage) The HHTL cascade with early exit: HEEL (1B): palette lookup → ρ=0.66, rejects 40% TWIG (18B): i8 quantized → ρ=0.72 LEAF (34B): full Base17 → ρ=1.0 Average: 4.82 bytes/pair for ρ=1.0 exactness No GGUF download needed. No API calls needed. No GPU needed. Load weights at startup via LazyLock. Run forever on CPU. https://claude.ai/code/session_01Y69Vnw751w75iVSBRws7o7

data(jina): optimized runtime weights — 1.7MB, zero external deps Pre-computed from Jina v4 F16 (3.1B params, 5.9GB GGUF). These ARE the runtime — the original model is never needed again. src/hpc/jina/weights/ jina_base17_20k.bin 665 KB 20K tokens × 17D i16 (LEAF, ρ=1.0 vs palette) jina_palette_20k.bin 29 KB 256 centroids + 20K assignments (HEEL, ρ=0.66) coca_academic_20k.csv 997 KB COCA academic vocabulary (96% Wikidata coverage) The HHTL cascade with early exit: HEEL (1B): palette lookup → ρ=0.66, rejects 40% TWIG (18B): i8 quantized → ρ=0.72 LEAF (34B): full Base17 → ρ=1.0 Average: 4.82 bytes/pair for ρ=1.0 exactness No GGUF download needed. No API calls needed. No GPU needed. Load weights at startup via LazyLock. Run forever on CPU. https://claude.ai/code/session_01Y69Vnw751w75iVSBRws7o7 #44

Triggered via pull request March 29, 2026 19:47
@AdaWorldAPIAdaWorldAPI
opened #44
claude/transcode-deepnsm-rust-oNa1Z
Status Failure
Total duration 1m 39s
Artifacts –

ci.yaml

on: pull_request
Pass MSRV values to other jobs
4s
Pass MSRV values to other jobs
Matrix: clippy
Matrix: cross_test
Matrix: nostd
format/stable
23s
format/stable
native-backend/stable
35s
native-backend/stable
miri
0s
miri
cargo-careful
0s
cargo-careful
docs/nightly
0s
docs/nightly
Matrix: tests
blas-msrv
51s
blas-msrv
conclusion
0s
conclusion
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12 errors and 10 warnings
format/stable
Process completed with exit code 1.
clippy/stable
Process completed with exit code 1.
nostd/thumbv6m-none-eabi/stable
Process completed with exit code 101.
native-backend/stable
Process completed with exit code 101.
tests/1.64.0
Process completed with exit code 101.
tests/stable
The strategy configuration was canceled because "tests._1_64_0" failed
tests/stable
The operation was canceled.
cross_test/i686-unknown-linux-gnu/stable
Process completed with exit code 101.
tests/beta
The strategy configuration was canceled because "tests._1_64_0" failed
tests/beta
The operation was canceled.
cross_test/s390x-unknown-linux-gnu/stable
The strategy configuration was canceled because "cross_test.stable_i686-unknown-linux" failed
cross_test/s390x-unknown-linux-gnu/stable
The operation was canceled.
format/stable
Node.js 20 actions are deprecated. The following actions are running on Node.js 20 and may not work as expected: actions/checkout@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/
clippy/stable
Node.js 20 actions are deprecated. The following actions are running on Node.js 20 and may not work as expected: actions/checkout@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/
nostd/thumbv6m-none-eabi/stable
Node.js 20 actions are deprecated. The following actions are running on Node.js 20 and may not work as expected: actions/checkout@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/
native-backend/stable
Node.js 20 actions are deprecated. The following actions are running on Node.js 20 and may not work as expected: actions/checkout@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/
blas-msrv
Node.js 20 actions are deprecated. The following actions are running on Node.js 20 and may not work as expected: actions/checkout@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/
tests/1.64.0
Node.js 20 actions are deprecated. The following actions are running on Node.js 20 and may not work as expected: actions/checkout@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/
tests/stable
Node.js 20 actions are deprecated. The following actions are running on Node.js 20 and may not work as expected: actions/checkout@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/
cross_test/i686-unknown-linux-gnu/stable
Node.js 20 actions are deprecated. The following actions are running on Node.js 20 and may not work as expected: actions/checkout@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/
tests/beta
Node.js 20 actions are deprecated. The following actions are running on Node.js 20 and may not work as expected: actions/checkout@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/
cross_test/s390x-unknown-linux-gnu/stable
Node.js 20 actions are deprecated. The following actions are running on Node.js 20 and may not work as expected: actions/checkout@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/