LMRuntime.com / Package answers
UAIX.LmRuntime Package Answer Index
Direct package answers for UAIX.LmRuntime: which package to install, which lower-level package owns each layer, and where evidence and NuGet links live.
This page collects direct UAIX.LmRuntime answers that are already supported by visible package pages, NuGet links, capability boundaries, and evidence routes. It is a package reference index, not a keyword doorway page.
Direct answer
Use UAIX.LmRuntime.LocalEndpoint for application integration. It is the high-level local GGUF facade for verified model files, bounded loading, isolated sessions, and local text generation. Use lower-level packages only when the application owns that exact runtime layer.
Package answer map
| Question | Answer | Canonical route |
|---|---|---|
| What is UAIX.LmRuntime? | UAIX.LmRuntime is a public NuGet package family for local GGUF and LLaMA-family runtime layers in .NET. | /overview/ |
| Which package should an app install first? | Install UAIX.LmRuntime.LocalEndpoint when the task is application integration with verified local GGUF model bytes and isolated sessions. | /package-local-endpoint/ |
| Which package owns GGUF inspection? | UAIX.LmRuntime.Gguf owns bounded GGUF parsing, validation, metadata, tensor catalogs, sharding, hashing, and mapped access. | /package-gguf/ |
| Which package owns tokenizer and chat-template work? | UAIX.LmRuntime.Tokenization owns tokenizer metadata, engines, special tokens, chat-template rendering, truncation, and parity tools. | /package-tokenization/ |
| Which package owns token selection and stop handling? | UAIX.LmRuntime.Sampling owns greedy and probability sampling, logit processors, deterministic random state, stop matching, and generation controls. | /package-sampling/ |
| Which package owns backend selection policy? | UAIX.LmRuntime.Acceleration owns backend registration contracts, probing, selection policy, diagnostics, and explicit fallback reporting. | /package-acceleration/ |
| Does LMRuntime.com provide model downloads? | No. The host application is responsible for acquiring, licensing, storing, hashing, and authorizing model artifacts. | /getting-started/ |
| Does a backend package prove GPU inference? | No. Backend packages expose registration, policy, diagnostics, and native-asset identity. Successful execution requires local probe and adapter evidence. | /capabilities/ |
| Where should benchmark claims point? | Benchmark or compatibility claims should cite Evidence & Benchmarks and include model identity, environment, workload, repeated trials where stochastic, and limitations. | /evidence-benchmarks/ |
| What is unsupported? | Broad model compatibility, benchmark leadership, provider API access, model downloads, hidden telemetry, production certification, and safety certification are not claimed. | /capabilities/ |
Primary install command
Public install examples intentionally omit UAIX.LmRuntime package version numbers. NuGet remains authoritative for current package metadata.
dotnet add package UAIX.LmRuntime.LocalEndpointWhere answers live
| Page | Visible answer block | Purpose |
|---|---|---|
| Homepage | Product identity, primary install command, local-only boundary, and top actions. | First-viewport install and orientation intent. |
| Getting Started | Run-first LocalEndpoint path before explanations. | Time-to-first local generation. |
| Packages | Choose the package required for each task. | Package-family decision support. |
| Package pages | Required For label, install command, dependencies, boundary, examples, API reference, and NuGet link. | Specific package-intent queries. |
| Capabilities | Published API presence versus proven execution, compatibility, and host-owned responsibilities. | Prevent overbroad summaries. |
| Evidence & Benchmarks | Works Today / Not Claimed and benchmark reporting rules. | Benchmark and compatibility boundaries. |
| Runtime Disambiguation | Entity distinction from similar runtime names. | Search-intent cleanup. |
FAQ
Which UAIX.LmRuntime package should an application install first?
Install UAIX.LmRuntime.LocalEndpoint when the task is application integration. It is the high-level local GGUF facade for verified model loading, isolated sessions, and local text generation.
Does LMRuntime.com claim that the runtime downloads models or calls provider APIs?
No. LMRuntime.com states that the package family is a local model runtime. Model acquisition, licensing, storage, and trust policy remain with the host application.
Why do public install examples omit package versions?
The website release is versioned, but UAIX.LmRuntime package install examples stay version-free so NuGet remains authoritative for current package metadata.
Quality checks
- Direct package answers link to the package catalog, package guide, NuGet page, capability matrix, or evidence page.
- Every answer states the boundary when the common mistake is an overclaim.
- Install examples are version-free.
- Generated snippets should not broaden package support beyond the package page.
- No hidden text, schema-only facts, fake citations, or ranking promises are used.