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< a href = "io_8h.html" > Go to the documentation of this file.< / a > < div class = "fragment" > < div class = "line" > < a id = "l00001" name = "l00001" > < / a > < span class = "lineno" > 1< / span > < span class = "comment" > // Copyright © 2023-2024 Apple Inc.< / span > < / div >
< div class = "line" > < a id = "l00002" name = "l00002" > < / a > < span class = "lineno" > 2< / span > < / div >
< div class = "line" > < a id = "l00003" name = "l00003" > < / a > < span class = "lineno" > 3< / span > < span class = "preprocessor" > #pragma once< / span > < / div >
< div class = "line" > < a id = "l00004" name = "l00004" > < / a > < span class = "lineno" > 4< / span > < / div >
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< div class = "line" > < a id = "l00005" name = "l00005" > < / a > < span class = "lineno" > 5< / span > < span class = "preprocessor" > #include < unordered_map> < / span > < / div >
< div class = "line" > < a id = "l00006" name = "l00006" > < / a > < span class = "lineno" > 6< / span > < span class = "preprocessor" > #include < variant> < / span > < / div >
< div class = "line" > < a id = "l00007" name = "l00007" > < / a > < span class = "lineno" > 7< / span > < / div >
< div class = "line" > < a id = "l00008" name = "l00008" > < / a > < span class = "lineno" > 8< / span > < span class = "preprocessor" > #include " < a class = "code" href = "array_8h.html" > mlx/array.h< / a > " < / span > < / div >
< div class = "line" > < a id = "l00009" name = "l00009" > < / a > < span class = "lineno" > 9< / span > < span class = "preprocessor" > #include " < a class = "code" href = "io_2load_8h.html" > mlx/io/load.h< / a > " < / span > < / div >
< div class = "line" > < a id = "l00010" name = "l00010" > < / a > < span class = "lineno" > 10< / span > < span class = "preprocessor" > #include " < a class = "code" href = "stream_8h.html" > mlx/stream.h< / a > " < / span > < / div >
< div class = "line" > < a id = "l00011" name = "l00011" > < / a > < span class = "lineno" > 11< / span > < span class = "preprocessor" > #include " < a class = "code" href = "utils_8h.html" > mlx/utils.h< / a > " < / span > < / div >
< div class = "line" > < a id = "l00012" name = "l00012" > < / a > < span class = "lineno" > 12< / span > < / div >
< div class = "line" > < a id = "l00013" name = "l00013" > < / a > < span class = "lineno" > 13< / span > < span class = "keyword" > namespace < / span > < a class = "code hl_namespace" href = "namespacemlx_1_1core.html" > mlx::core< / a > {< / div >
< div class = "line" > < a id = "l00014" name = "l00014" > < / a > < span class = "lineno" > < a class = "line" href = "namespacemlx_1_1core.html#a8c2c1b9a37aadfb48f4c3a7e806e32e3" > 14< / a > < / span > < span class = "keyword" > using < / span > < a class = "code hl_typedef" href = "namespacemlx_1_1core.html#a8c2c1b9a37aadfb48f4c3a7e806e32e3" > GGUFMetaData< / a > =< / div >
< div class = "line" > < a id = "l00015" name = "l00015" > < / a > < span class = "lineno" > 15< / span > std::variant< std::monostate, array, std::string, std::vector< std::string> > ;< / div >
< div class = "line" > < a id = "l00016" name = "l00016" > < / a > < span class = "lineno" > < a class = "line" href = "namespacemlx_1_1core.html#aa5b0f7f13a941e1f41c411194e9033c7" > 16< / a > < / span > < span class = "keyword" > using < / span > < a class = "code hl_typedef" href = "namespacemlx_1_1core.html#aa5b0f7f13a941e1f41c411194e9033c7" > GGUFLoad< / a > = std::pair< < / div >
< div class = "line" > < a id = "l00017" name = "l00017" > < / a > < span class = "lineno" > 17< / span > std::unordered_map< std::string, array> ,< / div >
< div class = "line" > < a id = "l00018" name = "l00018" > < / a > < span class = "lineno" > 18< / span > std::unordered_map< std::string, GGUFMetaData> > ;< / div >
< div class = "line" > < a id = "l00019" name = "l00019" > < / a > < span class = "lineno" > < a class = "line" href = "namespacemlx_1_1core.html#a688cd7917b1365065e8059e9964c3d45" > 19< / a > < / span > < span class = "keyword" > using < / span > < a class = "code hl_typedef" href = "namespacemlx_1_1core.html#a688cd7917b1365065e8059e9964c3d45" > SafetensorsLoad< / a > = std::pair< < / div >
< div class = "line" > < a id = "l00020" name = "l00020" > < / a > < span class = "lineno" > 20< / span > std::unordered_map< std::string, array> ,< / div >
< div class = "line" > < a id = "l00021" name = "l00021" > < / a > < span class = "lineno" > 21< / span > std::unordered_map< std::string, std::string> > ;< / div >
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< div class = "line" > < a id = "l00022" name = "l00022" > < / a > < span class = "lineno" > 22< / span > < / div >
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< div class = "line" > < a id = "l00024" name = "l00024" > < / a > < span class = "lineno" > < a class = "line" href = "namespacemlx_1_1core.html#ad4c2cebe9e54582295f98c5a448a1f32" > 24< / a > < / span > < span class = "keywordtype" > void< / span > < a class = "code hl_function" href = "namespacemlx_1_1core.html#ad4c2cebe9e54582295f98c5a448a1f32" > save< / a > (std::shared_ptr< io::Writer> out_stream, < a class = "code hl_class" href = "classmlx_1_1core_1_1array.html" > array< / a > a);< / div >
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< div class = "line" > < a id = "l00025" name = "l00025" > < / a > < span class = "lineno" > 25< / span > < / div >
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< div class = "line" > < a id = "l00027" name = "l00027" > < / a > < span class = "lineno" > < a class = "line" href = "namespacemlx_1_1core.html#a22a37f3e33e0658680f6227bdd2d0b91" > 27< / a > < / span > < span class = "keywordtype" > void< / span > < a class = "code hl_function" href = "namespacemlx_1_1core.html#ad4c2cebe9e54582295f98c5a448a1f32" > save< / a > (std::string file, < a class = "code hl_class" href = "classmlx_1_1core_1_1array.html" > array< / a > a);< / div >
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< div class = "line" > < a id = "l00028" name = "l00028" > < / a > < span class = "lineno" > 28< / span > < / div >
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< div class = "line" > < a id = "l00030" name = "l00030" > < / a > < span class = "lineno" > < a class = "line" href = "namespacemlx_1_1core.html#abada9bfa834d7423959362386720f3db" > 30< / a > < / span > < a class = "code hl_class" href = "classmlx_1_1core_1_1array.html" > array< / a > < a class = "code hl_function" href = "namespacemlx_1_1core.html#a954de19249da7c1fa39b89bdc47368aa" > load< / a > (std::shared_ptr< io::Reader> in_stream, < a class = "code hl_typedef" href = "namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58" > StreamOrDevice< / a > s = {});< / div >
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< div class = "line" > < a id = "l00031" name = "l00031" > < / a > < span class = "lineno" > 31< / span > < / div >
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< div class = "line" > < a id = "l00033" name = "l00033" > < / a > < span class = "lineno" > < a class = "line" href = "namespacemlx_1_1core.html#ac71a08bf4c052ae3c77e9e89cbea071d" > 33< / a > < / span > < a class = "code hl_class" href = "classmlx_1_1core_1_1array.html" > array< / a > < a class = "code hl_function" href = "namespacemlx_1_1core.html#a954de19249da7c1fa39b89bdc47368aa" > load< / a > (std::string file, < a class = "code hl_typedef" href = "namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58" > StreamOrDevice< / a > s = {});< / div >
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< div class = "line" > < a id = "l00034" name = "l00034" > < / a > < span class = "lineno" > 34< / span > < / div >
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< div class = "line" > < a id = "l00036" name = "l00036" > < / a > < span class = "lineno" > < a class = "line" href = "namespacemlx_1_1core.html#a96cc40e1af8c4626c813ce4859f70a5c" > 36< / a > < / span > < a class = "code hl_typedef" href = "namespacemlx_1_1core.html#a688cd7917b1365065e8059e9964c3d45" > SafetensorsLoad< / a > < a class = "code hl_function" href = "namespacemlx_1_1core.html#a96cc40e1af8c4626c813ce4859f70a5c" > load_safetensors< / a > (< / div >
< div class = "line" > < a id = "l00037" name = "l00037" > < / a > < span class = "lineno" > 37< / span > std::shared_ptr< io::Reader> in_stream,< / div >
< div class = "line" > < a id = "l00038" name = "l00038" > < / a > < span class = "lineno" > 38< / span > < a class = "code hl_typedef" href = "namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58" > StreamOrDevice< / a > s = {});< / div >
< div class = "line" > < a id = "l00039" name = "l00039" > < / a > < span class = "lineno" > < a class = "line" href = "namespacemlx_1_1core.html#af7eea1682a38d363c56a066321e6d526" > 39< / a > < / span > < a class = "code hl_typedef" href = "namespacemlx_1_1core.html#a688cd7917b1365065e8059e9964c3d45" > SafetensorsLoad< / a > < a class = "code hl_function" href = "namespacemlx_1_1core.html#a96cc40e1af8c4626c813ce4859f70a5c" > load_safetensors< / a > (< / div >
< div class = "line" > < a id = "l00040" name = "l00040" > < / a > < span class = "lineno" > 40< / span > < span class = "keyword" > const< / span > std::string& file,< / div >
< div class = "line" > < a id = "l00041" name = "l00041" > < / a > < span class = "lineno" > 41< / span > < a class = "code hl_typedef" href = "namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58" > StreamOrDevice< / a > s = {});< / div >
< div class = "line" > < a id = "l00042" name = "l00042" > < / a > < span class = "lineno" > 42< / span > < / div >
< div class = "line" > < a id = "l00043" name = "l00043" > < / a > < span class = "lineno" > < a class = "line" href = "namespacemlx_1_1core.html#a9f158db20c2405557f3ebc397e876de8" > 43< / a > < / span > < span class = "keywordtype" > void< / span > < a class = "code hl_function" href = "namespacemlx_1_1core.html#a9f158db20c2405557f3ebc397e876de8" > save_safetensors< / a > (< / div >
< div class = "line" > < a id = "l00044" name = "l00044" > < / a > < span class = "lineno" > 44< / span > std::shared_ptr< io::Writer> in_stream,< / div >
< div class = "line" > < a id = "l00045" name = "l00045" > < / a > < span class = "lineno" > 45< / span > std::unordered_map< std::string, array> ,< / div >
< div class = "line" > < a id = "l00046" name = "l00046" > < / a > < span class = "lineno" > 46< / span > std::unordered_map< std::string, std::string> metadata = {});< / div >
< div class = "line" > < a id = "l00047" name = "l00047" > < / a > < span class = "lineno" > < a class = "line" href = "namespacemlx_1_1core.html#a21e256d852d587bcdc0827831b2c5c16" > 47< / a > < / span > < span class = "keywordtype" > void< / span > < a class = "code hl_function" href = "namespacemlx_1_1core.html#a9f158db20c2405557f3ebc397e876de8" > save_safetensors< / a > (< / div >
< div class = "line" > < a id = "l00048" name = "l00048" > < / a > < span class = "lineno" > 48< / span > std::string file,< / div >
< div class = "line" > < a id = "l00049" name = "l00049" > < / a > < span class = "lineno" > 49< / span > std::unordered_map< std::string, array> ,< / div >
< div class = "line" > < a id = "l00050" name = "l00050" > < / a > < span class = "lineno" > 50< / span > std::unordered_map< std::string, std::string> metadata = {});< / div >
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< div class = "line" > < a id = "l00051" name = "l00051" > < / a > < span class = "lineno" > 51< / span > < / div >
< div class = "line" > < a id = "l00053" name = "l00053" > < / a > < span class = "lineno" > 53< / span > < / div >
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< div class = "line" > < a id = "l00054" name = "l00054" > < / a > < span class = "lineno" > < a class = "line" href = "namespacemlx_1_1core.html#a2aa12b351ce559deb14cda0a5292c2ce" > 54< / a > < / span > < a class = "code hl_typedef" href = "namespacemlx_1_1core.html#aa5b0f7f13a941e1f41c411194e9033c7" > GGUFLoad< / a > < a class = "code hl_function" href = "namespacemlx_1_1core.html#a2aa12b351ce559deb14cda0a5292c2ce" > load_gguf< / a > (< span class = "keyword" > const< / span > std::string& file, < a class = "code hl_typedef" href = "namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58" > StreamOrDevice< / a > s = {});< / div >
< div class = "line" > < a id = "l00055" name = "l00055" > < / a > < span class = "lineno" > 55< / span > < / div >
< div class = "line" > < a id = "l00056" name = "l00056" > < / a > < span class = "lineno" > < a class = "line" href = "namespacemlx_1_1core.html#a8bcc29ca8846ec99dce333df4a34dc5f" > 56< / a > < / span > < span class = "keywordtype" > void< / span > < a class = "code hl_function" href = "namespacemlx_1_1core.html#a8bcc29ca8846ec99dce333df4a34dc5f" > save_gguf< / a > (< / div >
< div class = "line" > < a id = "l00057" name = "l00057" > < / a > < span class = "lineno" > 57< / span > std::string file,< / div >
< div class = "line" > < a id = "l00058" name = "l00058" > < / a > < span class = "lineno" > 58< / span > std::unordered_map< std::string, array> array_map,< / div >
< div class = "line" > < a id = "l00059" name = "l00059" > < / a > < span class = "lineno" > 59< / span > std::unordered_map< std::string, GGUFMetaData> meta_data = {});< / div >
< div class = "line" > < a id = "l00060" name = "l00060" > < / a > < span class = "lineno" > 60< / span > < / div >
< div class = "line" > < a id = "l00061" name = "l00061" > < / a > < span class = "lineno" > 61< / span > } < span class = "comment" > // namespace mlx::core< / span > < / div >
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< div class = "ttc" id = "aarray_8h_html" > < div class = "ttname" > < a href = "array_8h.html" > array.h< / a > < / div > < / div >
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< div class = "ttc" id = "aclassmlx_1_1core_1_1array_html" > < div class = "ttname" > < a href = "classmlx_1_1core_1_1array.html" > mlx::core::array< / a > < / div > < div class = "ttdef" > < b > Definition< / b > array.h:24< / div > < / div >
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< div class = "ttc" id = "aio_2load_8h_html" > < div class = "ttname" > < a href = "io_2load_8h.html" > load.h< / a > < / div > < / div >
< div class = "ttc" id = "anamespacemlx_1_1core_html" > < div class = "ttname" > < a href = "namespacemlx_1_1core.html" > mlx::core< / a > < / div > < div class = "ttdef" > < b > Definition< / b > allocator.h:7< / div > < / div >
< div class = "ttc" id = "anamespacemlx_1_1core_html_a2aa12b351ce559deb14cda0a5292c2ce" > < div class = "ttname" > < a href = "namespacemlx_1_1core.html#a2aa12b351ce559deb14cda0a5292c2ce" > mlx::core::load_gguf< / a > < / div > < div class = "ttdeci" > GGUFLoad load_gguf(const std::string & file, StreamOrDevice s={})< / div > < div class = "ttdoc" > Load array map and metadata from .gguf file format.< / div > < / div >
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< div class = "ttc" id = "anamespacemlx_1_1core_html_a688cd7917b1365065e8059e9964c3d45" > < div class = "ttname" > < a href = "namespacemlx_1_1core.html#a688cd7917b1365065e8059e9964c3d45" > mlx::core::SafetensorsLoad< / a > < / div > < div class = "ttdeci" > std::pair< std::unordered_map< std::string, array > , std::unordered_map< std::string, std::string > > SafetensorsLoad< / div > < div class = "ttdef" > < b > Definition< / b > io.h:19< / div > < / div >
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< div class = "ttc" id = "anamespacemlx_1_1core_html_a8bcc29ca8846ec99dce333df4a34dc5f" > < div class = "ttname" > < a href = "namespacemlx_1_1core.html#a8bcc29ca8846ec99dce333df4a34dc5f" > mlx::core::save_gguf< / a > < / div > < div class = "ttdeci" > void save_gguf(std::string file, std::unordered_map< std::string, array > array_map, std::unordered_map< std::string, GGUFMetaData > meta_data={})< / div > < / div >
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< div class = "ttc" id = "anamespacemlx_1_1core_html_a8c2c1b9a37aadfb48f4c3a7e806e32e3" > < div class = "ttname" > < a href = "namespacemlx_1_1core.html#a8c2c1b9a37aadfb48f4c3a7e806e32e3" > mlx::core::GGUFMetaData< / a > < / div > < div class = "ttdeci" > std::variant< std::monostate, array, std::string, std::vector< std::string > > GGUFMetaData< / div > < div class = "ttdef" > < b > Definition< / b > io.h:14< / div > < / div >
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< div class = "ttc" id = "anamespacemlx_1_1core_html_a954de19249da7c1fa39b89bdc47368aa" > < div class = "ttname" > < a href = "namespacemlx_1_1core.html#a954de19249da7c1fa39b89bdc47368aa" > mlx::core::load< / a > < / div > < div class = "ttdeci" > void load(array & out, size_t offset, const std::shared_ptr< io::Reader > & reader, bool swap_endianess)< / div > < / div >
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< div class = "ttc" id = "anamespacemlx_1_1core_html_a95fc1013cc48fbfee0c54310711a5e58" > < div class = "ttname" > < a href = "namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58" > mlx::core::StreamOrDevice< / a > < / div > < div class = "ttdeci" > std::variant< std::monostate, Stream, Device > StreamOrDevice< / div > < div class = "ttdef" > < b > Definition< / b > utils.h:15< / div > < / div >
2024-10-15 23:12:17 +08:00
< div class = "ttc" id = "anamespacemlx_1_1core_html_a96cc40e1af8c4626c813ce4859f70a5c" > < div class = "ttname" > < a href = "namespacemlx_1_1core.html#a96cc40e1af8c4626c813ce4859f70a5c" > mlx::core::load_safetensors< / a > < / div > < div class = "ttdeci" > SafetensorsLoad load_safetensors(std::shared_ptr< io::Reader > in_stream, StreamOrDevice s={})< / div > < div class = "ttdoc" > Load array map from .safetensors file format.< / div > < / div >
< div class = "ttc" id = "anamespacemlx_1_1core_html_a9f158db20c2405557f3ebc397e876de8" > < div class = "ttname" > < a href = "namespacemlx_1_1core.html#a9f158db20c2405557f3ebc397e876de8" > mlx::core::save_safetensors< / a > < / div > < div class = "ttdeci" > void save_safetensors(std::shared_ptr< io::Writer > in_stream, std::unordered_map< std::string, array > , std::unordered_map< std::string, std::string > metadata={})< / div > < / div >
2024-12-07 05:22:39 +08:00
< div class = "ttc" id = "anamespacemlx_1_1core_html_aa5b0f7f13a941e1f41c411194e9033c7" > < div class = "ttname" > < a href = "namespacemlx_1_1core.html#aa5b0f7f13a941e1f41c411194e9033c7" > mlx::core::GGUFLoad< / a > < / div > < div class = "ttdeci" > std::pair< std::unordered_map< std::string, array > , std::unordered_map< std::string, GGUFMetaData > > GGUFLoad< / div > < div class = "ttdef" > < b > Definition< / b > io.h:16< / div > < / div >
2024-10-15 23:12:17 +08:00
< div class = "ttc" id = "anamespacemlx_1_1core_html_ad4c2cebe9e54582295f98c5a448a1f32" > < div class = "ttname" > < a href = "namespacemlx_1_1core.html#ad4c2cebe9e54582295f98c5a448a1f32" > mlx::core::save< / a > < / div > < div class = "ttdeci" > void save(std::shared_ptr< io::Writer > out_stream, array a)< / div > < div class = "ttdoc" > Save array to out stream in .npy format.< / div > < / div >
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