Skip to main content
Pre-release

This release is a pre-release and may not be stable for production use.

LiteRT-LM Python

Python bindings for LiteRT-LM, a production-ready, open-source inference framework designed to deliver high-performance, cross-platform LLM deployments on edge devices.

Usage

Here is a simple example showing how to load a model and interact with it using the Python API:

import litert_lm

# Load the model using the CPU backend
with litert_lm.Engine("path/to/model.litertlm") as engine:
    # Create a conversation and generate a response
    with engine.create_conversation() as conversation:
        user_message = "Hello world!"

        # Alternative: send the full message for prompt template
        # user_message = {"role": "user", "content": "Hello world!"}

        # Synchronous completion
        response = conversation.send_message(user_message)
        print("Response:", response["content"][0]["text"])

        # Asynchronous / Streaming completion
        # stream = conversation.send_message_async(user_message)
        # for text_piece in stream:
        #     print(text_piece, end="", flush=True)

For more information, please visit the main repository.

Metadata

Release files for litert-lm-nightly 0.9.0.dev20260326

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Built distributions (wheels)

Table of built distributions (wheels) for litert-lm-nightly 0.9.0.dev20260326
File
litert_lm_nightly-0.9.0.dev20260326-cp313-cp313-manylinux_2_38_aarch64.whl CPython 3.13 CPython 3.13 Linux glibc 2.38+ ARM64 Details
litert_lm_nightly-0.9.0.dev20260326-cp313-cp313-manylinux_2_35_x86_64.whl CPython 3.13 CPython 3.13 Linux glibc 2.35+ x86-64 Details
litert_lm_nightly-0.9.0.dev20260326-cp313-cp313-macosx_12_0_arm64.whl CPython 3.13 CPython 3.13 macOS 12.0+ ARM64 Details
litert_lm_nightly-0.9.0.dev20260326-cp312-cp312-manylinux_2_38_aarch64.whl CPython 3.12 CPython 3.12 Linux glibc 2.38+ ARM64 Details
litert_lm_nightly-0.9.0.dev20260326-cp312-cp312-manylinux_2_35_x86_64.whl CPython 3.12 CPython 3.12 Linux glibc 2.35+ x86-64 Details
litert_lm_nightly-0.9.0.dev20260326-cp312-cp312-macosx_12_0_arm64.whl CPython 3.12 CPython 3.12 macOS 12.0+ ARM64 Details
litert_lm_nightly-0.9.0.dev20260326-cp311-cp311-manylinux_2_38_aarch64.whl CPython 3.11 CPython 3.11 Linux glibc 2.38+ ARM64 Details
litert_lm_nightly-0.9.0.dev20260326-cp311-cp311-manylinux_2_35_x86_64.whl CPython 3.11 CPython 3.11 Linux glibc 2.35+ x86-64 Details
litert_lm_nightly-0.9.0.dev20260326-cp311-cp311-macosx_12_0_arm64.whl CPython 3.11 CPython 3.11 macOS 12.0+ ARM64 Details
litert_lm_nightly-0.9.0.dev20260326-cp310-cp310-manylinux_2_38_aarch64.whl CPython 3.10 CPython 3.10 Linux glibc 2.38+ ARM64 Details
litert_lm_nightly-0.9.0.dev20260326-cp310-cp310-manylinux_2_35_x86_64.whl CPython 3.10 CPython 3.10 Linux glibc 2.35+ x86-64 Details
litert_lm_nightly-0.9.0.dev20260326-cp310-cp310-macosx_12_0_arm64.whl CPython 3.10 CPython 3.10 macOS 12.0+ ARM64 Details

Total release size: 219.0 MB

Release files / litert_lm_nightly-0.9.0.dev20260326-cp313-cp313-manylinux_2_38_aarch64.whl

Download URL litert_lm_nightly-0.9.0.dev20260326-cp313-cp313-manylinux_2_38_aarch64.whl
Size 20.4 MB
Tags CPython 3.13 Linux glibc 2.38+ ARM64
SHA-256 checksum
How to use checksums
54b231dc2718cf5341a395e3210803b299397d238218277ea206f5b3676f25b6
BLAKE2b-256 checksum
How to use checksums
c88f41e29dc627d37c69bb684e3a7f56adeb4e82cf45c37b1d4ea5a1768994d1
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via uv/0.11.1 {"installer":{"name":"uv","version":"0.11.1","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}

Release files / litert_lm_nightly-0.9.0.dev20260326-cp313-cp313-manylinux_2_35_x86_64.whl

Download URL litert_lm_nightly-0.9.0.dev20260326-cp313-cp313-manylinux_2_35_x86_64.whl
Size 21.4 MB
Tags CPython 3.13 Linux glibc 2.35+ x86-64
SHA-256 checksum
How to use checksums
0374ac4c1683b26b2a2d423615c5a19746ebdd0f76b2a40095c2f87e6abc61f4
BLAKE2b-256 checksum
How to use checksums
f5eb56ab605bc7ab0f3ddddcecf756222187aa1d25ea34bfc2eef91191f3e015
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via uv/0.11.1 {"installer":{"name":"uv","version":"0.11.1","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"22.04","id":"jammy","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}

Release files / litert_lm_nightly-0.9.0.dev20260326-cp313-cp313-macosx_12_0_arm64.whl

Download URL litert_lm_nightly-0.9.0.dev20260326-cp313-cp313-macosx_12_0_arm64.whl
Size 12.9 MB
Tags CPython 3.13 macOS 12.0+ ARM64
SHA-256 checksum
How to use checksums
c1c5a6e9cef0468c20f5aa2c18e7d565e3e73806d56b762e1333734fa3fa8dc7
BLAKE2b-256 checksum
How to use checksums
a2308c9f8db8c9592518f58c2bf232797758e2e27700e8f5e7f9aef6912543fc
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via uv/0.11.1 {"installer":{"name":"uv","version":"0.11.1","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"macOS","version":null,"id":null,"libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}

Release files / litert_lm_nightly-0.9.0.dev20260326-cp312-cp312-manylinux_2_38_aarch64.whl

Download URL litert_lm_nightly-0.9.0.dev20260326-cp312-cp312-manylinux_2_38_aarch64.whl
Size 20.4 MB
Tags CPython 3.12 Linux glibc 2.38+ ARM64
SHA-256 checksum
How to use checksums
b928bed89ff5b70355a149bcff139e2e8e8c658153b391a6c2fade95c843f6e8
BLAKE2b-256 checksum
How to use checksums
8365e658c6d4e5021bcb1852656fc9de395a34513533ec516f85a53f796abec6
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via uv/0.11.1 {"installer":{"name":"uv","version":"0.11.1","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}

Release files / litert_lm_nightly-0.9.0.dev20260326-cp312-cp312-manylinux_2_35_x86_64.whl

Download URL litert_lm_nightly-0.9.0.dev20260326-cp312-cp312-manylinux_2_35_x86_64.whl
Size 21.4 MB
Tags CPython 3.12 Linux glibc 2.35+ x86-64
SHA-256 checksum
How to use checksums
9edcd314faea12f69198e965dde5005112b4ee1ec32ed4e7a277b463bd540592
BLAKE2b-256 checksum
How to use checksums
23c8a13589f8f65fc62e599344f7899663b8ae6107adb4184d118d6ac94d5dce
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via uv/0.11.1 {"installer":{"name":"uv","version":"0.11.1","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"22.04","id":"jammy","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}

Release files / litert_lm_nightly-0.9.0.dev20260326-cp312-cp312-macosx_12_0_arm64.whl

Download URL litert_lm_nightly-0.9.0.dev20260326-cp312-cp312-macosx_12_0_arm64.whl
Size 12.9 MB
Tags CPython 3.12 macOS 12.0+ ARM64
SHA-256 checksum
How to use checksums
fe68981dca49b1b3b728cc7cce3eaff20dc05c9d52c4d8ecda3c9a2a2ebc7b63
BLAKE2b-256 checksum
How to use checksums
b0dd9c00656a72b7aef43a5886ce73e4cd3ab79769384c29ca54cdef822a2d19
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via uv/0.11.1 {"installer":{"name":"uv","version":"0.11.1","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"macOS","version":null,"id":null,"libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}

Release files / litert_lm_nightly-0.9.0.dev20260326-cp311-cp311-manylinux_2_38_aarch64.whl

Download URL litert_lm_nightly-0.9.0.dev20260326-cp311-cp311-manylinux_2_38_aarch64.whl
Size 20.4 MB
Tags CPython 3.11 Linux glibc 2.38+ ARM64
SHA-256 checksum
How to use checksums
0f82a57742c0042eadc8eefc973e2bfa45dac6d2799999a9da3b78b0874f16f7
BLAKE2b-256 checksum
How to use checksums
6cd0eb1206aa393afd90590b81b77410d474fa4d52b912fbec6ba432d0fb4b95
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via uv/0.11.1 {"installer":{"name":"uv","version":"0.11.1","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}

Release files / litert_lm_nightly-0.9.0.dev20260326-cp311-cp311-manylinux_2_35_x86_64.whl

Download URL litert_lm_nightly-0.9.0.dev20260326-cp311-cp311-manylinux_2_35_x86_64.whl
Size 21.4 MB
Tags CPython 3.11 Linux glibc 2.35+ x86-64
SHA-256 checksum
How to use checksums
d0ef642f44c4af7069361c3b4fbfec3a667cf70f8b4cb9268534d8a84dac0bf9
BLAKE2b-256 checksum
How to use checksums
df2d9f23e2f4f86bfd4011ec260f17538d27d488db78f23a4b6161f8b3316dc9
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via uv/0.11.1 {"installer":{"name":"uv","version":"0.11.1","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"22.04","id":"jammy","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}

Release files / litert_lm_nightly-0.9.0.dev20260326-cp311-cp311-macosx_12_0_arm64.whl

Download URL litert_lm_nightly-0.9.0.dev20260326-cp311-cp311-macosx_12_0_arm64.whl
Size 12.9 MB
Tags CPython 3.11 macOS 12.0+ ARM64
SHA-256 checksum
How to use checksums
b26bc55199267a5c4671e751b21514ea20f1fe76345d7d35bce28610703b46ed
BLAKE2b-256 checksum
How to use checksums
ce15a30e7f5da7ea94c8fbc25c47d6b28b314be38e2a182eaac9d725f48972fa
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via uv/0.11.1 {"installer":{"name":"uv","version":"0.11.1","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"macOS","version":null,"id":null,"libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}

Release files / litert_lm_nightly-0.9.0.dev20260326-cp310-cp310-manylinux_2_38_aarch64.whl

Download URL litert_lm_nightly-0.9.0.dev20260326-cp310-cp310-manylinux_2_38_aarch64.whl
Size 20.4 MB
Tags CPython 3.10 Linux glibc 2.38+ ARM64
SHA-256 checksum
How to use checksums
bbca94e83236707c7eaaa61e94cd1b8d17de5f95fea5ea88f058be4a7ef0eb71
BLAKE2b-256 checksum
How to use checksums
32e1cf2aaab41758c1a9fb4c01f925a02e1f1066ad6782c8ae54f0610d251f88
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via uv/0.11.1 {"installer":{"name":"uv","version":"0.11.1","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}

Release files / litert_lm_nightly-0.9.0.dev20260326-cp310-cp310-manylinux_2_35_x86_64.whl

Download URL litert_lm_nightly-0.9.0.dev20260326-cp310-cp310-manylinux_2_35_x86_64.whl
Size 21.4 MB
Tags CPython 3.10 Linux glibc 2.35+ x86-64
SHA-256 checksum
How to use checksums
d4c36871935abb062c0b49fc9a74b6f1bc05aa9c4f6e7fd5a0bdd703a53c02cf
BLAKE2b-256 checksum
How to use checksums
e496b22a96a6b78ab26404c540f7822b056acc469401c4c749c0254b04eb60a6
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via uv/0.11.1 {"installer":{"name":"uv","version":"0.11.1","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"22.04","id":"jammy","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}

Release files / litert_lm_nightly-0.9.0.dev20260326-cp310-cp310-macosx_12_0_arm64.whl

Download URL litert_lm_nightly-0.9.0.dev20260326-cp310-cp310-macosx_12_0_arm64.whl
Size 12.9 MB
Tags CPython 3.10 macOS 12.0+ ARM64
SHA-256 checksum
How to use checksums
d9f91688cbc4a42a1727224df722095b4b1500a059933cf2767a1362ad41e5be
BLAKE2b-256 checksum
How to use checksums
72ca98796411c0a59a70f82ed0f9f6b0431beda4aa51cde551f13d27aca76eec
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via uv/0.11.1 {"installer":{"name":"uv","version":"0.11.1","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"macOS","version":null,"id":null,"libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}

Release history Release notifications | RSS feed

This release
Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page