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software-mansion/react-native-executorch-lfm-2.5

sourceHugging Faceotherupdated 14d agoView on Hugging Face
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Model Card

lfm-2.5

This repository hosts the lfm-2.5 models exported for the React Native ExecuTorch library as ExecuTorch .pte programs, ready to run on device.

Variants

PathBackendPrecision
1_2b/mlx/lfm_2_5_1_2b_mlx_int4.ptemlx4w
1_2b/xnnpack/lfm_2_5_1_2b_xnnpack_8da4w.ptexnnpack8da4w
1_2b/xnnpack/lfm_2_5_1_2b_xnnpack_fp16.ptexnnpackfp16
350m/mlx/lfm_2_5_350m_mlx_int4.ptemlx4w
350m/xnnpack/lfm_2_5_350m_xnnpack_8da4w.ptexnnpack8da4w
350m/xnnpack/lfm_2_5_350m_xnnpack_fp16.ptexnnpackfp16
vl_1_6b/mlx/lfm_2_5_vl_1_6b_mlx_int4.ptemlxint4
vl_1_6b/mlx/lfm_2_5_vl_1_6b_mlx_int8.ptemlxint8
vl_1_6b/vulkan/lfm_2_5_vl_1_6b_vulkan_8da4w.ptevulkan8da4w
vl_1_6b/xnnpack/lfm_2_5_vl_1_6b_xnnpack_8da4w.ptexnnpack8da4w
vl_450m/mlx/lfm_2_5_vl_450m_mlx_int4.ptemlxint4
vl_450m/vulkan/lfm_2_5_vl_450m_vulkan_8da4w.ptevulkan8da4w
vl_450m/xnnpack/lfm_2_5_vl_450m_xnnpack_8da4w.ptexnnpack8da4w

Repository structure

1_2b/mlx/config.json                               1.2 kB
1_2b/mlx/lfm_2_5_1_2b_mlx_int4.pte                 849 MB
1_2b/tokenizer.json                                4.5 MB
1_2b/tokenizer_config.json                         92.4 kB
1_2b/xnnpack/config.json                           2.1 kB
1_2b/xnnpack/lfm_2_5_1_2b_xnnpack_8da4w.pte        759 MB
1_2b/xnnpack/lfm_2_5_1_2b_xnnpack_fp16.pte         2.4 GB
350m/mlx/config.json                               1.2 kB
350m/mlx/lfm_2_5_350m_mlx_int4.pte                 308 MB
350m/tokenizer.json                                4.5 MB
350m/tokenizer_config.json                         2.9 kB
350m/xnnpack/config.json                           2.1 kB
350m/xnnpack/lfm_2_5_350m_xnnpack_8da4w.pte        265 MB
350m/xnnpack/lfm_2_5_350m_xnnpack_fp16.pte         806 MB
config.json                                        29 B
vl_1_6b/mlx/config.json                            1.7 kB
vl_1_6b/mlx/lfm_2_5_vl_1_6b_mlx_int4.pte           1.4 GB
vl_1_6b/mlx/lfm_2_5_vl_1_6b_mlx_int8.pte           2.0 GB
vl_1_6b/tokenizer.json                             4.5 MB
vl_1_6b/tokenizer_config.json                      3.2 kB
vl_1_6b/vulkan/config.json                         2.1 kB
vl_1_6b/vulkan/lfm_2_5_vl_1_6b_vulkan_8da4w.pte    2.4 GB
vl_1_6b/xnnpack/config.json                        2.1 kB
vl_1_6b/xnnpack/lfm_2_5_vl_1_6b_xnnpack_8da4w.pte  2.3 GB
vl_450m/mlx/config.json                            1.0 kB
vl_450m/mlx/lfm_2_5_vl_450m_mlx_int4.pte           376 MB
vl_450m/tokenizer.json                             4.5 MB
vl_450m/tokenizer_config.json                      3.2 kB
vl_450m/vulkan/config.json                         2.1 kB
vl_450m/vulkan/lfm_2_5_vl_450m_vulkan_8da4w.pte    626 MB
vl_450m/xnnpack/config.json                        2.1 kB
vl_450m/xnnpack/lfm_2_5_vl_450m_xnnpack_8da4w.pte  619 MB

Compatibility

These files are published for the ExecuTorch v1.4.1 runtime. ExecuTorch gives no forward compatibility guarantee, so an older runtime may fail to load them.

To use them in React Native ExecuTorch, pass the model constant shipped in the library's model registry to the corresponding task pipeline. See the documentation.

To load these files in your own ExecuTorch runtime, read the compatibility note first.