vault / ruview / v1071

ruview @ v1071

integrity

size: 55.6 MiB
downloaded: 2026-07-23 14:02 UTC
last checked: 2026-07-23 14:02 UTC

source https://github.com/ruvnet/RuView · available · github

release notes

Automated release from CI pipeline

Changes: research(R4) + adr-105: federated CSI training with MERIDIAN+Krum+mincut (#716)

Federated learning is the unique design that satisfies the three constraints from this loop's earlier work:

R14 (data stays on-device)
R3 (no cross-installation linkage)
R7 (multi-node adversarial defence)

ADR-105 proposes MERIDIAN-FedAvg with Byzantine-robust (Krum) aggregation and R7-style Stoer-Wagner mincut on inter-node update similarity. Per-round bandwidth at typical 4-seed installation: ~12 MB; weekly cadence x monthly = 50-180 MB/month (0.06% of home broadband cap).

Composes with every prior thread:

R3 MERIDIAN centroid subtraction is mandatory pre-aggregation
R7 mincut extended from multi-link CSI to multi-node updates
R12/R13 negative results informed the byzantine + SNR-threshold choices
R14 privacy framework baseline is now operational
ADR-024/027/029/100/103/104 all bridged in the ADR

Implementation plan: ~500 LOC for ruview-fed crate. Krum aggregator (80 LOC), LoRA+int8 delta codec (120 LOC, reuse ruvllm-microlora), MERIDIAN centroid hook (50 LOC, extend AgentDB), inter-seed mincut (100 LOC, reuse ruvector-mincut), CLI surface (80 LOC).

Explicitly deferred:

Cross-installation federation (legal + DP work needed, future ADR)
Member inference defence (ADR-106 with formal DP-SGD)
Per-cog training-loop details (each cog implements local_train)
Compute scheduling (cognitum fleet manager territory)

Tick chose the 'one ADR' unit from the cron prompt rather than another numpy demo -- federation is fundamentally a protocol-design problem, not a numerical-experiment problem.

Coordination: ticks/tick-13.md, no PROGRESS.md edit.

Docker Image: ghcr.io/ruvnet/RuView:09fe73eb87112f1c93e5187361e93d04e4a33cb8

download

unix · zip

curl -fL -o v1071.zip https://ratatoskr.space/pkg/ruview/v1071.zip
                    printf '%s  %s\n' 'f158e4d09a0d8d76535263365d605c5d05200e65c9e8376e9407c506d9221007' 'v1071.zip' | sha256sum -c -

windows · zip

$url = "https://ratatoskr.space/pkg/ruview/v1071.zip"
$out = "v1071.zip"
Invoke-WebRequest -Uri $url -OutFile $out
if ((Get-FileHash $out -Algorithm SHA256).Hash.ToLowerInvariant() -ne "f158e4d09a0d8d76535263365d605c5d05200e65c9e8376e9407c506d9221007") { throw "sha256 mismatch" }

unix · tar.gz

curl -fL -o v1071.tar.gz https://ratatoskr.space/pkg/ruview/v1071.tar.gz
                    printf '%s  %s\n' 'df07aeb1180cdbef4a0de2a757be4ce857b138f4b5a5d8f62267aef1668b6466' 'v1071.tar.gz' | sha256sum -c -

windows · tar.gz

$url = "https://ratatoskr.space/pkg/ruview/v1071.tar.gz"
$out = "v1071.tar.gz"
Invoke-WebRequest -Uri $url -OutFile $out
if ((Get-FileHash $out -Algorithm SHA256).Hash.ToLowerInvariant() -ne "df07aeb1180cdbef4a0de2a757be4ce857b138f4b5a5d8f62267aef1668b6466") { throw "sha256 mismatch" }

download via yggdrasil mesh

unix · zip

curl -fL -o v1071.zip http://14cc7d57b5e70f679b851fe5b272ce17c70632ff4beb5b35ab64bc706b2485af.pk.ygg/pkg/ruview/v1071.zip
                    printf '%s  %s\n' 'f158e4d09a0d8d76535263365d605c5d05200e65c9e8376e9407c506d9221007' 'v1071.zip' | sha256sum -c -

windows · zip

$url = "http://14cc7d57b5e70f679b851fe5b272ce17c70632ff4beb5b35ab64bc706b2485af.pk.ygg/pkg/ruview/v1071.zip"
$out = "v1071.zip"
Invoke-WebRequest -Uri $url -OutFile $out
if ((Get-FileHash $out -Algorithm SHA256).Hash.ToLowerInvariant() -ne "f158e4d09a0d8d76535263365d605c5d05200e65c9e8376e9407c506d9221007") { throw "sha256 mismatch" }

unix · tar.gz

curl -fL -o v1071.tar.gz http://14cc7d57b5e70f679b851fe5b272ce17c70632ff4beb5b35ab64bc706b2485af.pk.ygg/pkg/ruview/v1071.tar.gz
                    printf '%s  %s\n' 'df07aeb1180cdbef4a0de2a757be4ce857b138f4b5a5d8f62267aef1668b6466' 'v1071.tar.gz' | sha256sum -c -

windows · tar.gz

$url = "http://14cc7d57b5e70f679b851fe5b272ce17c70632ff4beb5b35ab64bc706b2485af.pk.ygg/pkg/ruview/v1071.tar.gz"
$out = "v1071.tar.gz"
Invoke-WebRequest -Uri $url -OutFile $out
if ((Get-FileHash $out -Algorithm SHA256).Hash.ToLowerInvariant() -ne "df07aeb1180cdbef4a0de2a757be4ce857b138f4b5a5d8f62267aef1668b6466") { throw "sha256 mismatch" }

artifact	format	size	hashes
v1071.zip	zip	55.5 MiB	blake3-24 beeb3e4c7d263c0a5516726c4e8146c735699bdbda6f7fe9 sha256 f158e4d09a0d8d76535263365d605c5d05200e65c9e8376e9407c506d9221007 sha1 6a8b2df0590e583cdb5019da3ccff7b3536497b2
v1071.tar.gz	tar.gz	54.1 MiB	blake3-24 3c547473d5465cdd3981937f81250b12d6595a87764bdb2a sha256 df07aeb1180cdbef4a0de2a757be4ce857b138f4b5a5d8f62267aef1668b6466 sha1 2f53807026a04f78ca15216cd5981bcb0806444b

install

bazel

http_archive(
    name = "ruview",
    urls = ["https://ratatoskr.space/pkg/ruview/v1071.tar.gz"],
    integrity = "sha256-3weusRgM2+9KDeKnV75M6FexOPS1pdj2Imeu8WaLZGY=",
    strip_prefix = "ruview-v1071",
)

zig

.url = "https://ratatoskr.space/pkg/ruview/v1071.tar.gz",

install via yggdrasil mesh

bazel

http_archive(
    name = "ruview",
    urls = ["http://14cc7d57b5e70f679b851fe5b272ce17c70632ff4beb5b35ab64bc706b2485af.pk.ygg/pkg/ruview/v1071.tar.gz"],
    integrity = "sha256-3weusRgM2+9KDeKnV75M6FexOPS1pdj2Imeu8WaLZGY=",
    strip_prefix = "ruview-v1071",
)

zig

.url = "http://14cc7d57b5e70f679b851fe5b272ce17c70632ff4beb5b35ab64bc706b2485af.pk.ygg/pkg/ruview/v1071.tar.gz",

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