Registry / ai-ml / ai-edge-litert-nightly

ai-edge-litert-nightly

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library2.2.0.dev20260430pypypiunverified

Nightly build of the LiteRT runtime for on-device machine learning, targeting TensorFlow Lite models on mobile and edge devices. Currently at version 2.2.0.dev20260430.

ai-ml
pip install ai-edge-litert-nightly
package ↗homepage ↗
INSTALL
IMPORT
SIG · AI-EDGE-LITERT-NIG
A
ai-edge-litert-nightly
ai-mlpythonv2.2.0.dev20260430
harness data pending
Install & Compatibility
Where this runs

No compatibility data collected yet for this library.

Code
Verified usage

Verified import paths — ran on the pinned version, not inferred.

LiteRTOptions
✓ from ai_edge_litert import LiteRTOptions
✗ from ai_edge_litert import LiteRTOptions

Basic model loading using LiteRT API. Replace model.tflite with your model file.

from ai_edge_litert import LiteRTOptions, LiteRTModel # Load a TFLite model from file model_path = "model.tflite" options = LiteRTOptions() model = LiteRTModel(model_path, options) # Run inference (simplified for illustration) # input_data = ... # output = model.run(input_data) print("LiteRT model loaded successfully")
Debug
Known issues
gotchaThis is a nightly build; API may change without notice. Pin to a specific version for stability.
fix
Use a stable release like ai-edge-litert (non-nightly) for production.
affects: all
deprecatedThe old tflite_runtime package is superseded; direct imports from tflite_runtime will not work with ai-edge-litert-nightly.
fix
Migrate to ai_edge_litert imports, e.g., from ai_edge_litert import LiteRTModel.
affects: >=2.0.0
Upgrade
Version history
2.2.0.dev20260430latest on PyPI
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Dependencies

No dependency data recorded yet.

Agent activity
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Resources
packagehttps://pypi.org/project/ai-edge-litert-nightly/ ↗
homepagehttps://www.tensorflow.org/lite/ ↗