{"categories":[{"label":"Artificial Intelligence","url":"https://skillfed.io/packages/category/scientific-engineering-artificial-intelligence/9"}],"enrichment":{"capability":"Provides Python tools for building, inspecting, and working with LiteRT-LM file formats to run large language models on edge devices with hardware acceleration.","skillfed_tags":["edge-ai","model-builder","llm-deployment"],"use_cases":["Prepare and validate Gemma or Llama models for on-device deployment on Android, iOS, or embedded Linux systems","Build quantized model files (int4, E2B, E4B) optimized for specific hardware like mobile GPUs or NPUs","Inspect and debug LiteRT-LM file formats to verify model configuration before production rollout","Integrate model building into CI/CD pipelines for edge AI applications across multiple platforms"],"what_it_does":"LiteRT-LM-builder is Google's Python toolset for constructing and analyzing LiteRT-LM model files\u2014the format used to run large language models efficiently on edge devices like phones, tablets, IoT boards, and browsers. It sits within a larger ecosystem (LiteRT-LM) that handles cross-platform, hardware-accelerated inference of models like Gemma, Llama, and others. The package depends on protobuf, flatbuffers, absl-py, and tomli to serialize and manipulate model definitions.\n\nThis is a builder and inspection tool, not a runtime engine itself. Developers use it to prepare, validate, and configure LiteRT-LM model files before deploying them to target platforms. It supports Python 3.10+ and is actively maintained by Google's AI Edge team, with the latest release arriving within days of the fact sheet date.","worth_installing":"Yes, if you are building or deploying LLMs to edge devices and need to work with LiteRT-LM model formats. The package is actively maintained, has no known vulnerabilities, low install friction, and permissive licensing. However, verify that you need the builder/inspection tools specifically\u2014if you only need to run inference, you may need the full LiteRT-LM runtime separately."},"id":"litert-lm-builder","links":{"html":"https://skillfed.io/packages/litert-lm-builder","md":"https://skillfed.io/packages/litert-lm-builder.md","pypi":"https://pypi.org/project/litert-lm-builder/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-08-08","license_spdx":null,"license_treatment":"permissive","name":"litert-lm-builder","python_support":"supports_current","summary":"Python tools for building and inspecting LiteRT-LM file formats"},"popularity":{"monthly_downloads":117761,"position":12150,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"0.16.0"}