v0.5.4

Install urna 0.5.4

Install prebuilt binaries via Homebrew

brew install hoffresearch/urna/urna

Install prebuilt binaries into your npm project

npm install @urna/cli@0.5.4

Download urna 0.5.4

File	Platform	Checksum
urna-aarch64-apple-darwin.tar.xz	Apple Silicon macOS	checksum
urna-x86_64-apple-darwin.tar.xz	Intel macOS	checksum
urna-x86_64-pc-windows-msvc.zip	x64 Windows	checksum
urna-aarch64-unknown-linux-musl.tar.xz	ARM64 MUSL Linux	checksum
urna-x86_64-unknown-linux-musl.tar.xz	x64 MUSL Linux	checksum

Verifying GitHub Artifact Attestations

The artifacts in this release have attestations generated with GitHub Artifact Attestations. These can be verified by using the GitHub CLI:

gh attestation verify <file-path of downloaded artifact> --repo hoffresearch/urna

You can also download the attestation from GitHub and verify against that directly:

gh attestation verify <file-path of downloaded artifact> --bundle <file-path of downloaded attestation>

v0.5.3

Install urna 0.5.3

Install prebuilt binaries via Homebrew

brew install hoffresearch/urna/urna

Install prebuilt binaries into your npm project

npm install @urna/cli@0.5.3

Download urna 0.5.3

File	Platform	Checksum
urna-aarch64-apple-darwin.tar.xz	Apple Silicon macOS	checksum
urna-x86_64-apple-darwin.tar.xz	Intel macOS	checksum
urna-x86_64-pc-windows-msvc.zip	x64 Windows	checksum
urna-aarch64-unknown-linux-musl.tar.xz	ARM64 MUSL Linux	checksum
urna-x86_64-unknown-linux-musl.tar.xz	x64 MUSL Linux	checksum

Verifying GitHub Artifact Attestations

The artifacts in this release have attestations generated with GitHub Artifact Attestations. These can be verified by using the GitHub CLI:

gh attestation verify <file-path of downloaded artifact> --repo hoffresearch/urna

You can also download the attestation from GitHub and verify against that directly:

gh attestation verify <file-path of downloaded artifact> --bundle <file-path of downloaded attestation>

v0.5.1

Install urna 0.5.1

Install prebuilt binaries via Homebrew

brew install hoffresearch/urna/urna

Install prebuilt binaries into your npm project

npm install @urna/cli@0.5.1

Download urna 0.5.1

File	Platform	Checksum
urna-aarch64-apple-darwin.tar.xz	Apple Silicon macOS	checksum
urna-x86_64-apple-darwin.tar.xz	Intel macOS	checksum
urna-x86_64-pc-windows-msvc.zip	x64 Windows	checksum
urna-aarch64-unknown-linux-musl.tar.xz	ARM64 MUSL Linux	checksum
urna-x86_64-unknown-linux-musl.tar.xz	x64 MUSL Linux	checksum

Verifying GitHub Artifact Attestations

The artifacts in this release have attestations generated with GitHub Artifact Attestations. These can be verified by using the GitHub CLI:

gh attestation verify <file-path of downloaded artifact> --repo hoffresearch/urna

You can also download the attestation from GitHub and verify against that directly:

gh attestation verify <file-path of downloaded artifact> --bundle <file-path of downloaded attestation>

v0.5.0

Install urna 0.5.0

Install prebuilt binaries via Homebrew

brew install hoffresearch/urna/urna

Install prebuilt binaries into your npm project

npm install urna@0.5.0

Download urna 0.5.0

File	Platform	Checksum
urna-aarch64-apple-darwin.tar.xz	Apple Silicon macOS	checksum
urna-x86_64-apple-darwin.tar.xz	Intel macOS	checksum
urna-x86_64-pc-windows-msvc.zip	x64 Windows	checksum
urna-aarch64-unknown-linux-musl.tar.xz	ARM64 MUSL Linux	checksum
urna-x86_64-unknown-linux-musl.tar.xz	x64 MUSL Linux	checksum

Verifying GitHub Artifact Attestations

The artifacts in this release have attestations generated with GitHub Artifact Attestations. These can be verified by using the GitHub CLI:

gh attestation verify <file-path of downloaded artifact> --repo hoffresearch/urna

You can also download the attestation from GitHub and verify against that directly:

gh attestation verify <file-path of downloaded artifact> --bundle <file-path of downloaded attestation>

v0.3.0

additive release within frozen format v1. existing v0.2 files load unchanged in v0.3 readers.

highlights

• int4 block-64 embeddings (encoding 7): the first real sub-int8 size lever; fused dequant+dot simd kernels bit-identical across avx2/neon/scalar; ships as the nano preset (size_ratio 0.209, recall@10 0.913 on the published ruler).
• published preset ladder + honest net-of-fp reconciliation: dat/measure/ladder.json carries the whole curve (compressed, tiny, micro, nano, hybrid plus the mrl points); every sub-int8 row is machine-checkably disclosed as stored-precision, never a bare-slab claim.
• g1 graph pillar: optional chunk-to-chunk csr (section 0x0C graph_adjacency, typed edges NEXT_CHUNK/SEMANTIC/CITATION), runtime CsrIndex + bounded bfs, new search-graph subcommand feeding the same mandatory exact rerank. content_hash-excluded, so citations stay stable.
• matryoshka prefix truncation: nest.build(mrl_dim=K) slices and re-l2-normalizes before quantization; additive manifest pair mrl_dim/full_dim; the int4 ladder is valid at {256, 192, 128}; recall cost on the non-mrl baseline published as an honest curve. micro (mrl256-int8) is the named preset.
• forge-core FORGE-0a: the ingestion layer's frozen .fci canonical-intermediate schema in a separate cargo workspace, versioned independently of the nest format.

test surface

288 rust tests in the sovereign workspace (was 134 in v0.2.0) plus 6 forge-core tests on its own manifest.

ruler caveat

every recall@10 figure above is measured on a self-perturbation ruler: it reports rank-stability under quantization, not real-query retrieval, and is likely inflated. the real-query (mteb-style) ruler is gate-zero (pending).

compatibility

no format break. new optional sections (0x0A dictionary, 0x0B dedup_map, 0x0C graph_adjacency), wire encodings (4 intpack, 5 zstd_dict, 7 int4, 9 fsst, 10 txt_streams), and additive manifest fields (mrl_dim/full_dim, capabilities_ext) all live within v1. v0.2 readers skip the unknown optional sections and reject the new encodings with a typed error, never silently. files built without the new features stay byte-identical.

full deltas: doc/changelog.md.