Add MLX int4 variant
Browse files- .gitattributes +1 -0
- mlx/config.json +61 -0
- mlx/phi_4_mini_mlx_int4.pte +3 -0
.gitattributes
CHANGED
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@@ -38,3 +38,4 @@ original/phi-4-mini_bf16.pte filter=lfs diff=lfs merge=lfs -text
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quantized/phi-4-mini_8da4w.pte filter=lfs diff=lfs merge=lfs -text
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xnnpack/phi_4_mini_xnnpack_bf16.pte filter=lfs diff=lfs merge=lfs -text
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xnnpack/phi_4_mini_xnnpack_8da4w.pte filter=lfs diff=lfs merge=lfs -text
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quantized/phi-4-mini_8da4w.pte filter=lfs diff=lfs merge=lfs -text
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xnnpack/phi_4_mini_xnnpack_bf16.pte filter=lfs diff=lfs merge=lfs -text
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xnnpack/phi_4_mini_xnnpack_8da4w.pte filter=lfs diff=lfs merge=lfs -text
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mlx/phi_4_mini_mlx_int4.pte filter=lfs diff=lfs merge=lfs -text
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mlx/config.json
ADDED
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@@ -0,0 +1,61 @@
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{
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"$schema": "https://huggingface.co/software-mansion/react-native-executorch-spec/resolve/main/config.schema.json",
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"model": "phi_4_mini",
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"family": "phi",
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"capabilities": [
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"text-generation"
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],
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"backend": "mlx",
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"license": "mit",
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"variants": [
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{
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"file": "phi_4_mini_mlx_int4.pte",
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"precision": "4w",
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"quantized": true,
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"default": true,
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"methods": {
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"enable_dynamic_shape": true,
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"forward": {
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"inputs": [
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{
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"shape": [
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1,
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{
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"min": 1,
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"max": 2047
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}
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],
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"dtype": "int64"
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},
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{
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"shape": [
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1
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],
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"dtype": "int64"
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}
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],
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"outputs": [
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{
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"shape": [
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1,
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200064
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],
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"dtype": "bfloat16"
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}
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]
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},
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"get_bos_id": 199999,
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"get_eos_ids": [
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200020,
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199999
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],
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"get_max_context_len": 2048,
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"get_max_seq_len": 2048,
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"get_n_layers": 32,
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"get_vocab_size": 200064,
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"use_kv_cache": true,
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"use_sdpa_with_kv_cache": true
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}
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}
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]
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}
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mlx/phi_4_mini_mlx_int4.pte
ADDED
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:135d86947cab70e2e6f72a915afba1cd797baf5cf3d1babf591ad36c3bb0bd04
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size 3267644544
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