📦 NPM: https://www.npmjs.com/package/@qvac/sdk/v/0.20.1

QVAC SDK 0.20.1 is a patch on 0.20.0. It exposes the remaining llama.cpp load-time placement, MoE, fit, and image-token fields, and assessModelFit now runs the engine fitter on a registry fit stub instead of coefficients alone. Mobile hosts that use react-native-bare-kit are tested against ^0.15.5 (Bare 1.33), which matches the addon graph this release installs.

Install @qvac/sdk and @qvac/inference together at 0.20.1.

Table of Contents

• New APIs
  • llama.cpp placement, MoE, fit, and image-token load fields
  • assessModelFit uses the engine fitter
• Bug Fixes
  • Mobile Bare-kit host

New APIs

llama.cpp placement, MoE, fit, and image-token load fields

loadModel for llamacpp-completion accepts the rest of the llama.cpp load config that 0.20.0 left off the schema: CPU placement (threads, threads-batch, cpu-mask, override-tensor), MoE offload (cpu-moe, n-cpu-moe, n-cpu-ffn, moe-cache-mib), batch sizes, KV offload, weight prefetch, tensor-read laziness, fit / fit-target / fit-ctx, and image token caps.

loadModel({
  modelSrc,
  modelType: 'llamacpp-completion',
  modelConfig: {
    threads: 8,
    'threads-batch': 16,
    'cpu-mask': 'ff',
    'override-tensor': 'blk\\.(1[0-9])\\.ffn_(up|down|gate)_exps=CPU',
    'cpu-moe': true,
    'n-cpu-moe': 2,
    'n-cpu-ffn': 4,
    'moe-cache-mib': 2048,
    'batch-size': 1024,
    'ubatch-size': 256,
    'kv-offload': false,
    'prefetch-weights': 'auto',
    'tensor-read-lazy': 'on',
    fit: true,
    'fit-target': '1024,512',
    'fit-ctx': 8192,
    'image-max-tokens': 512,
    'image-min-tokens': 64
  }
})

assessModelFit uses the engine fitter

When the registry has published a fit description for a model, assessModelFit runs the engine fitter on that stub and returns evidence: 'native-fit'. Coefficient-only projection remains the fallback when no stub is available.

const { verdict, evidence } = await assessModelFit({
  models: [{ model: SOME_CATALOG_CONSTANT, workload: { kind: 'llm', contextTokens: 8192 } }]
})
// evidence === 'native-fit' when the registry published a description for it

The engine depends on @qvac/registry-client ^0.7.0 so fitBlobBinding on those stubs decodes. @qvac/sdk no longer depends on @qvac/registry-client.

Bug Fixes

Mobile Bare-kit host

react-native-bare-kit ^0.15.5 is the mobile host this release is tested against. It embeds Bare 1.33, which current Bare addons require. Other kit versions still install; the addon graph must match the Bare runtime that kit embeds.