Skip to page content
SAVRN
Search Plan a project

Open-weight model

Lite_rt_prepared_for_android_dataset_builder

by Unicorn Who Dev unicornwhodev/Lite_rt_prepared_for_android_dataset_builder

Lite_rt_prepared_for_android_dataset_builder is an open-weight model from Unicorn Who Dev. Its published files total 3.1 GB. It draws 271 downloads a month.

A collection of 25 current LiteRT conversion variants, including 15 trainable heads or output adapters, for experimental Android dataset and annotation workflows. Weights are downloaded separately from the application package.

Parameters—
Context—
Weights3.1 GB
License—
AccessOpen weights
Monthly Downloads271

Model Card

A collection of 25 current LiteRT conversion variants, including 15 trainable heads or output adapters, for experimental Android dataset and annotation workflows. Weights are downloaded separately from the application package. Visual backbones remain frozen; the trainable scope is defined by each variant's runtime contract. Maintained by Unicorn Who Dev. The retained application campaign records 5 PASS, 1 FAIL and 19 PENDING variants. All 15 learning variants passed synthetic host checks. RepViT M1 learning has a separate, report-level Android SDK result; it is not an application pass. PASS applies only to the indicated check. PENDING means unexecuted or unfinished; N/A means no training…

Excerpt from the card by Unicorn Who Dev.

Identity and Version

Repository
unicornwhodev/Lite_rt_prepared_for_android_dataset_builder
Publisher
Unicorn Who Dev
Task
Not stated by the source
Modality
Other
Library
tensorflow-lite
Parameters
Not stated by the source
Languages
Not stated by the source
Revision
1eec00dcbe8312dfd3bfa37190f689a785972411
First published
2026-09-18
Last updated
2026-10-05

Files and Weights

261 files, 3.1 GB in total. The weights are 37 files totalling 3.1 GB in tflite.

Weights37 files · 3.1 GB
Configuration131 files · 710.2 KB
Tokenizer7 files · 8.8 MB
Documentation65 files · 260.6 KB
Other20 files · 1.1 MB
Repository1 file · 1.9 KB
Every file
FileTypeSizeSHA-256
archive/static-20260919/models/caformer_s18/model.tfliteWeights105.8 MB 5a89db747548
archive/static-20260919/models/edgenext_small_usi/model.tfliteWeights22.6 MB d45aff32ddea
archive/static-20260919/models/edgenext_x_small/model.tfliteWeights9.6 MB bf1b13cdc09b
archive/static-20260919/models/edgenext_xx_small/model.tfliteWeights5.5 MB 994f18f4b132
archive/static-20260919/models/efficientformer_l1/model.tfliteWeights49.2 MB 7a201785638a
archive/static-20260919/models/hgnetv2_b0/model.tfliteWeights24.1 MB dda8aa0e6f27
archive/static-20260919/models/repvit_m1/model.tfliteWeights22.2 MB 6ed9d3aa9e6c
models/caformer_s18_learning/model.tfliteWeights126.9 MB 8db09b64e85b
models/convformer_s18/model.tfliteWeights107.5 MB f13cb6c98ff6
models/convformer_s18_learning/model.tfliteWeights128.4 MB 5804bfe93655
models/dinov2/model.tfliteWeights88.6 MB 6ddd3341d44c
models/dinov2_learning/model.tfliteWeights89.1 MB 21def7efd746
models/edgenext_small_usi_learning/model.tfliteWeights25.3 MB 3df246e01c41
models/edgenext_x_small_learning/model.tfliteWeights11.5 MB e46e66155574
models/edgenext_xx_small_learning/model.tfliteWeights7.1 MB 72d87145acf5
models/efficientformer_l1_learning/model.tfliteWeights53.0 MB c0f62c0f1c87
models/efficientvit_sam/decoder_box.tfliteWeights20.6 MB 13095726a657
models/efficientvit_sam/decoder_point.tfliteWeights20.7 MB 43c3485ce5a7
models/efficientvit_sam/image_encoder.tfliteWeights123.2 MB 90fdfb525fd2
models/florence2/decoder.tfliteWeights385.1 MB 68521ffdaaa9
models/florence2/image_encoder.tfliteWeights365.6 MB a3f552cdbf78
models/florence2/multimodal_encoder.tfliteWeights329.8 MB b56e3f4087e9
models/hgnetv2_b0/model.tfliteWeights24.1 MB 0f9ac48fdb09
models/hgnetv2_b0_learning/model.tfliteWeights40.7 MB 9bebb60ba5bb
models/repvit_m1/model.tfliteWeights22.2 MB 4849906123f0
models/repvit_m1_learning/model.tfliteWeights25.6 MB a4a3e3d95942
models/rfdetr/model.tfliteWeights110.1 MB 17484d99f921
models/rfdetr_learning/model.tfliteWeights111.5 MB 399a96cf9ee3
models/rtmdet_tiny/model.tfliteWeights22.3 MB 3530d743d01b
models/rtmdet_tiny_learning/model.tfliteWeights22.5 MB 4f50d81ccaf2
models/table_transformer_detection_learning/model.tfliteWeights120.0 MB f31ffd05095e
models/table_transformer_structure_learning/model.tfliteWeights121.6 MB e05b208dc138
models/tinyclip/image_encoder.tfliteWeights33.4 MB a97d77b2146e
models/tinyclip/text_encoder.tfliteWeights60.8 MB f5d514b746eb
models/tinyclip_learning/model.tfliteWeights33.7 MB ee0468efc2a3
models/vitpose/model.tfliteWeights133.5 MB 00950a4e4563
models/vitpose_learning/model.tfliteWeights134.8 MB 1e6af42dc483
archive/static-20260919/models/caformer_s18/artifact_manifest.jsonConfiguration521 B —
archive/static-20260919/models/caformer_s18/config.jsonConfiguration575 B —
archive/static-20260919/models/caformer_s18/runtime_contract.jsonConfiguration2.0 KB —
archive/static-20260919/models/edgenext_small_usi/artifact_manifest.jsonConfiguration520 B —
archive/static-20260919/models/edgenext_small_usi/config.jsonConfiguration682 B —
archive/static-20260919/models/edgenext_small_usi/runtime_contract.jsonConfiguration2.0 KB —
archive/static-20260919/models/edgenext_x_small/artifact_manifest.jsonConfiguration519 B —
archive/static-20260919/models/edgenext_x_small/config.jsonConfiguration679 B —
archive/static-20260919/models/edgenext_x_small/runtime_contract.jsonConfiguration2.0 KB —
archive/static-20260919/models/edgenext_xx_small/artifact_manifest.jsonConfiguration519 B —
archive/static-20260919/models/edgenext_xx_small/config.jsonConfiguration680 B —
archive/static-20260919/models/edgenext_xx_small/runtime_contract.jsonConfiguration2.0 KB —
archive/static-20260919/models/efficientformer_l1/artifact_manifest.jsonConfiguration520 B —
archive/static-20260919/models/efficientformer_l1/config.jsonConfiguration617 B —
archive/static-20260919/models/efficientformer_l1/runtime_contract.jsonConfiguration2.0 KB —
archive/static-20260919/models/hgnetv2_b0/artifact_manifest.jsonConfiguration520 B —
archive/static-20260919/models/hgnetv2_b0/config.jsonConfiguration676 B —
archive/static-20260919/models/hgnetv2_b0/runtime_contract.jsonConfiguration2.0 KB —
archive/static-20260919/models/repvit_m1/artifact_manifest.jsonConfiguration520 B —
archive/static-20260919/models/repvit_m1/config.jsonConfiguration640 B —
archive/static-20260919/models/repvit_m1/runtime_contract.jsonConfiguration2.0 KB —
docs/evidence/android-app-failed.jsonConfiguration916 B —
docs/evidence/android-app-passed.jsonConfiguration5.8 KB —
docs/evidence/plot_results.pyConfiguration7.4 KB —
docs/evidence/visual-data.jsonConfiguration21.1 KB —
models/caformer_s18_learning/android_model_config.jsonConfiguration29.7 KB —
models/caformer_s18_learning/artifact_manifest.jsonConfiguration796 B —
models/caformer_s18_learning/runtime_contract.jsonConfiguration3.2 KB —
models/caformer_s18_learning/training_validation.jsonConfiguration2.5 KB —
models/convformer_s18/artifact_manifest.jsonConfiguration770 B —
models/convformer_s18/config.jsonConfiguration577 B —
models/convformer_s18/runtime_contract.jsonConfiguration2.6 KB —
models/convformer_s18/validation.jsonConfiguration2.0 KB —
models/convformer_s18_learning/android_model_config.jsonConfiguration29.7 KB —
models/convformer_s18_learning/artifact_manifest.jsonConfiguration796 B —
models/convformer_s18_learning/runtime_contract.jsonConfiguration3.1 KB —
models/convformer_s18_learning/training_validation.jsonConfiguration2.4 KB —
models/dinov2/artifact_manifest.jsonConfiguration132 B —
models/dinov2/conversion_environment.jsonConfiguration364 B —
models/dinov2/conversion_report.jsonConfiguration3.0 KB —
models/dinov2_learning/android_model_config.jsonConfiguration1.0 KB —
models/dinov2_learning/artifact_manifest.jsonConfiguration794 B —
models/dinov2_learning/runtime_contract.jsonConfiguration3.2 KB —
models/dinov2_learning/training_validation.jsonConfiguration2.4 KB —
models/edgenext_small_usi_learning/android_model_config.jsonConfiguration29.7 KB —
models/edgenext_small_usi_learning/artifact_manifest.jsonConfiguration795 B —
models/edgenext_small_usi_learning/runtime_contract.jsonConfiguration3.2 KB —
models/edgenext_small_usi_learning/training_validation.jsonConfiguration2.5 KB —
models/edgenext_x_small_learning/android_model_config.jsonConfiguration29.7 KB —
models/edgenext_x_small_learning/artifact_manifest.jsonConfiguration795 B —
models/edgenext_x_small_learning/runtime_contract.jsonConfiguration3.2 KB —
models/edgenext_x_small_learning/training_validation.jsonConfiguration2.5 KB —
models/edgenext_xx_small_learning/android_model_config.jsonConfiguration29.7 KB —
models/edgenext_xx_small_learning/artifact_manifest.jsonConfiguration794 B —
models/edgenext_xx_small_learning/runtime_contract.jsonConfiguration3.2 KB —
models/edgenext_xx_small_learning/training_validation.jsonConfiguration2.5 KB —
models/efficientformer_l1_learning/android_model_config.jsonConfiguration29.7 KB —
models/efficientformer_l1_learning/artifact_manifest.jsonConfiguration795 B —
models/efficientformer_l1_learning/runtime_contract.jsonConfiguration3.2 KB —
models/efficientformer_l1_learning/training_validation.jsonConfiguration2.5 KB —
models/efficientvit_sam/artifact_manifest.jsonConfiguration1.2 KB —
models/efficientvit_sam/conversion_environment.jsonConfiguration364 B —
models/efficientvit_sam/conversion_report.jsonConfiguration4.9 KB —
models/efficientvit_sam/pipeline.jsonConfiguration514 B —
models/florence2/artifact_manifest.jsonConfiguration2.9 KB —
models/florence2/conversion_environment.jsonConfiguration548 B —
models/florence2/conversion_report.jsonConfiguration9.9 KB —
models/florence2/pipeline.jsonConfiguration1.3 KB —
models/florence2/processor/added_tokens.jsonConfiguration22.4 KB —
models/florence2/processor/config.jsonConfiguration2.4 KB —
models/florence2/processor/configuration_florence2.pyConfiguration15.1 KB —
models/florence2/processor/preprocessor_config.jsonConfiguration603 B —
models/florence2/processor/processing_florence2.pyConfiguration48.7 KB —
models/florence2/processor/processor_config.jsonConfiguration130 B —
models/florence2/processor/special_tokens_map.jsonConfiguration146.6 KB —
models/florence2/run_florence_litert.pyConfiguration5.8 KB —
models/hgnetv2_b0/artifact_manifest.jsonConfiguration769 B —
models/hgnetv2_b0/config.jsonConfiguration676 B —
models/hgnetv2_b0/runtime_contract.jsonConfiguration3.5 KB —
models/hgnetv2_b0/validation.jsonConfiguration2.7 KB —
models/hgnetv2_b0_learning/android_model_config.jsonConfiguration29.7 KB —
models/hgnetv2_b0_learning/artifact_manifest.jsonConfiguration795 B —
models/hgnetv2_b0_learning/runtime_contract.jsonConfiguration3.1 KB —
models/hgnetv2_b0_learning/training_validation.jsonConfiguration2.4 KB —
models/repvit_m1/artifact_manifest.jsonConfiguration769 B —
models/repvit_m1/config.jsonConfiguration640 B —
models/repvit_m1/runtime_contract.jsonConfiguration3.2 KB —
models/repvit_m1/validation.jsonConfiguration2.5 KB —
models/repvit_m1_learning/android_model_config.jsonConfiguration29.7 KB —
models/repvit_m1_learning/artifact_manifest.jsonConfiguration795 B —
models/repvit_m1_learning/runtime_contract.jsonConfiguration3.8 KB —
models/repvit_m1_learning/training_validation.jsonConfiguration3.0 KB —
models/rfdetr/artifact_manifest.jsonConfiguration778 B —
models/rfdetr/conversion_environment.jsonConfiguration693 B —
models/rfdetr/conversion_report.jsonConfiguration3.3 KB —
models/rfdetr/pipeline.jsonConfiguration439 B —
models/rfdetr_learning/android_model_config.jsonConfiguration2.3 KB —
models/rfdetr_learning/artifact_manifest.jsonConfiguration795 B —
models/rfdetr_learning/runtime_contract.jsonConfiguration3.2 KB —
models/rfdetr_learning/training_validation.jsonConfiguration2.4 KB —
models/rtmdet_tiny/artifact_manifest.jsonConfiguration515 B —
models/rtmdet_tiny/runtime_contract.jsonConfiguration3.0 KB —
models/rtmdet_tiny/validation.jsonConfiguration2.3 KB —
models/rtmdet_tiny_learning/android_model_config.jsonConfiguration2.3 KB —
models/rtmdet_tiny_learning/artifact_manifest.jsonConfiguration784 B —
models/rtmdet_tiny_learning/runtime_contract.jsonConfiguration3.3 KB —
models/rtmdet_tiny_learning/training_validation.jsonConfiguration2.4 KB —
models/table_transformer_detection_learning/android_model_config.jsonConfiguration1.2 KB —
models/table_transformer_detection_learning/artifact_manifest.jsonConfiguration795 B —
models/table_transformer_detection_learning/runtime_contract.jsonConfiguration3.3 KB —
models/table_transformer_detection_learning/training_validation.jsonConfiguration2.5 KB —
models/table_transformer_structure_learning/android_model_config.jsonConfiguration1.3 KB —
models/table_transformer_structure_learning/artifact_manifest.jsonConfiguration795 B —
models/table_transformer_structure_learning/runtime_contract.jsonConfiguration3.3 KB —
models/table_transformer_structure_learning/training_validation.jsonConfiguration2.5 KB —
models/tinyclip/artifact_manifest.jsonConfiguration1.5 KB —
models/tinyclip/conversion_environment.jsonConfiguration364 B —
models/tinyclip/conversion_report.jsonConfiguration2.7 KB —
models/tinyclip/pipeline.jsonConfiguration267 B —
models/tinyclip/processor/processor_config.jsonConfiguration581 B —
models/tinyclip_learning/android_model_config.jsonConfiguration1.1 KB —
models/tinyclip_learning/artifact_manifest.jsonConfiguration794 B —
models/tinyclip_learning/runtime_contract.jsonConfiguration3.2 KB —
models/tinyclip_learning/training_validation.jsonConfiguration2.4 KB —
models/vitpose/artifact_manifest.jsonConfiguration133 B —
models/vitpose/conversion_environment.jsonConfiguration364 B —
models/vitpose/conversion_report.jsonConfiguration2.9 KB —
models/vitpose_learning/android_model_config.jsonConfiguration1.0 KB —
models/vitpose_learning/artifact_manifest.jsonConfiguration796 B —
models/vitpose_learning/runtime_contract.jsonConfiguration2.9 KB —
models/vitpose_learning/training_validation.jsonConfiguration2.2 KB —
README.mdDocumentation6.4 KB —
archive/static-20260919/README.mdDocumentation282 B —
archive/static-20260919/models/caformer_s18/README.mdDocumentation453 B —
archive/static-20260919/models/caformer_s18/UPSTREAM_README.mdDocumentation3.6 KB —
archive/static-20260919/models/edgenext_small_usi/README.mdDocumentation453 B —
archive/static-20260919/models/edgenext_small_usi/UPSTREAM_README.mdDocumentation4.4 KB —
archive/static-20260919/models/edgenext_x_small/README.mdDocumentation449 B —
archive/static-20260919/models/edgenext_x_small/UPSTREAM_README.mdDocumentation3.7 KB —
archive/static-20260919/models/edgenext_xx_small/README.mdDocumentation451 B —
archive/static-20260919/models/edgenext_xx_small/UPSTREAM_README.mdDocumentation3.7 KB —
archive/static-20260919/models/efficientformer_l1/README.mdDocumentation470 B —
archive/static-20260919/models/efficientformer_l1/UPSTREAM_README.mdDocumentation3.6 KB —
archive/static-20260919/models/hgnetv2_b0/README.mdDocumentation459 B —
archive/static-20260919/models/hgnetv2_b0/UPSTREAM_README.mdDocumentation7.6 KB —
archive/static-20260919/models/repvit_m1/README.mdDocumentation447 B —
archive/static-20260919/models/repvit_m1/UPSTREAM_README.mdDocumentation3.5 KB —
docs/BENCHMARKS.en.mdDocumentation10.8 KB —
docs/BENCHMARKS.mdDocumentation11.1 KB —
docs/USAGE.en.mdDocumentation5.9 KB —
docs/USAGE.mdDocumentation6.2 KB —
models/caformer_s18_learning/README.mdDocumentation2.4 KB —
models/caformer_s18_learning/UPSTREAM_README.mdDocumentation3.6 KB —
models/convformer_s18/README.mdDocumentation1.7 KB —
models/convformer_s18/UPSTREAM_README.mdDocumentation3.7 KB —
models/convformer_s18_learning/README.mdDocumentation2.4 KB —
models/convformer_s18_learning/UPSTREAM_README.mdDocumentation3.7 KB —
models/dinov2/README.mdDocumentation3.1 KB —
models/dinov2_learning/README.mdDocumentation2.4 KB —
models/dinov2_learning/UPSTREAM_README.mdDocumentation3.0 KB —
models/edgenext_small_usi_learning/README.mdDocumentation3.0 KB —
models/edgenext_small_usi_learning/UPSTREAM_README.mdDocumentation4.4 KB —
models/edgenext_x_small_learning/README.mdDocumentation3.0 KB —
models/edgenext_x_small_learning/UPSTREAM_README.mdDocumentation3.7 KB —
models/edgenext_xx_small_learning/README.mdDocumentation3.0 KB —
models/edgenext_xx_small_learning/UPSTREAM_README.mdDocumentation3.7 KB —
models/efficientformer_l1_learning/README.mdDocumentation2.5 KB —
models/efficientformer_l1_learning/UPSTREAM_README.mdDocumentation3.6 KB —
models/efficientvit_sam/LICENSE.txtDocumentation11.3 KB —
models/efficientvit_sam/README.mdDocumentation1.6 KB —
models/florence2/LICENSEDocumentation1.1 KB —
models/florence2/README.mdDocumentation4.0 KB —
models/hgnetv2_b0/README.mdDocumentation1.6 KB —
models/hgnetv2_b0/UPSTREAM_README.mdDocumentation7.6 KB —
models/hgnetv2_b0_learning/README.mdDocumentation2.4 KB —
models/hgnetv2_b0_learning/UPSTREAM_README.mdDocumentation7.6 KB —
models/repvit_m1/README.mdDocumentation1.9 KB —
models/repvit_m1/UPSTREAM_README.mdDocumentation3.5 KB —
models/repvit_m1_learning/README.mdDocumentation2.4 KB —
models/repvit_m1_learning/UPSTREAM_README.mdDocumentation3.5 KB —
models/rfdetr/README.mdDocumentation3.2 KB —
models/rfdetr_learning/README.mdDocumentation2.5 KB —
models/rfdetr_learning/UPSTREAM_README.mdDocumentation4.7 KB —
models/rtmdet_tiny/README.mdDocumentation2.2 KB —
models/rtmdet_tiny_learning/LICENSEDocumentation35.1 KB —
models/rtmdet_tiny_learning/README.mdDocumentation2.9 KB —
models/table_transformer_detection_learning/README.mdDocumentation2.5 KB —
models/table_transformer_detection_learning/UPSTREAM_README.mdDocumentation1.2 KB —
models/table_transformer_structure_learning/README.mdDocumentation2.6 KB —
models/table_transformer_structure_learning/UPSTREAM_README.mdDocumentation1.2 KB —
models/tinyclip/README.mdDocumentation1.5 KB —
models/tinyclip_learning/README.mdDocumentation2.4 KB —
models/tinyclip_learning/UPSTREAM_README.mdDocumentation6.0 KB —
models/vitpose/README.mdDocumentation3.1 KB —
models/vitpose_learning/README.mdDocumentation2.4 KB —
models/vitpose_learning/UPSTREAM_README.mdDocumentation11.7 KB —
docs/figures/android-checkpoints.pngOther124.8 KB eb7138cf5562
docs/figures/android-checkpoints.svgOther11.5 KB —
docs/figures/android-coverage.pngOther71.0 KB —
docs/figures/android-coverage.svgOther2.8 KB —
docs/figures/android-learning.pngOther121.3 KB f3dc357bf479
docs/figures/android-learning.svgOther19.3 KB —
docs/figures/android-sdk.pngOther92.6 KB —
docs/figures/android-sdk.svgOther7.5 KB —
docs/figures/android-test-duration.pngOther122.8 KB 539f6e4b7930
docs/figures/android-test-duration.svgOther12.5 KB —
docs/figures/conversion-parity.pngOther126.6 KB ae06803879e2
docs/figures/conversion-parity.svgOther35.0 KB —
docs/figures/host-learning.pngOther265.2 KB a6fa15f85df8
docs/figures/host-learning.svgOther63.3 KB —
models/dinov2/UPSTREAM.txtOther297 B —
models/efficientvit_sam/UPSTREAM.txtOther181 B —
models/florence2/UPSTREAM.txtOther205 B —
models/rfdetr/UPSTREAM.txtOther298 B —
models/tinyclip/UPSTREAM.txtOther185 B —
models/vitpose/UPSTREAM.txtOther310 B —
.gitattributesRepository1.9 KB —
models/florence2/processor/merges.txtTokenizer456.3 KB —
models/florence2/processor/tokenizer.jsonTokenizer3.7 MB —
models/florence2/processor/tokenizer_config.jsonTokenizer197.8 KB —
models/florence2/processor/vocab.jsonTokenizer798.3 KB —
models/tinyclip/processor/tokenizer.jsonTokenizer3.6 MB —
models/tinyclip/processor/tokenizer_config.jsonTokenizer339 B —
models/tinyclip/processor/tokenizer_contract.jsonTokenizer284 B —

License and Download

License
Not stated by the source
Access
Open weights, no gate
Download size
3.1 GB
Download from Unicorn Who Dev

Released by Unicorn Who Dev through its official repository on Hugging Face.

Memory Requirements

PrecisionWeights in memory
As published3.1 GB

Weights only, from the published parameter count; the key-value cache and runtime add to this.