+ IV-j^RIt^RIt^RIHtHtHtHt^RIt^RI H t H t H t H t HtRRltR#RRlltR#RR lltR R ltR R /RRlltR]P(R]P*R]P,R]P.R]P0R]P2R]P4R]P6R]P8R]P:R]P<R]R]P@/ t!RRlt"RR lt#R!R"lt$R#)$N)DictListOptionalUnion) TensorSpec deserialize safe_open serializeserialize_filecV^8dQhR\\\P3,R\R\\\3,/#) tensor_dictkeep_alive_bufferreturn)rstrnpndarrayr)formats"b/Volumes/fast/ai/experiments/ui-tars-smoke/.venv/lib/python3.14/site-packages/safetensors/numpy.py __annotate__r s9c2::o&;? #t)_cB/pVP4Fwr4Tp\V4'g$VPRR7pVPV4\ VP P VPVPPVPR7W#&K V#)F)inplace)dtypeshapedata_ptrdata_len) items_is_little_endianbyteswapappendrrnamerctypesdatanbytes)rr flattenedkvtensors&& r_flattenr* sI!!# ((__U_3F  $ $V ,!,,##,,]]'']]  $ rcV^8dQhR\\\P3,R\\\\3,,R\ /#)r rmetadatar)rrrrrbytes)rs"rrrs>c2::o&2:4S>2J rcL.p\\W4VR7p\V4pV#)a Saves a dictionary of tensors into raw bytes in safetensors format. Args: tensor_dict (`Dict[str, np.ndarray]`): The incoming tensors. Tensors need to be contiguous and dense. metadata (`Dict[str, str]`, *optional*, defaults to `None`): Optional text only metadata you might want to save in your header. For instance it can be useful to specify more about the underlying tensors. This is purely informative and does not affect tensor loading. Returns: `bytes`: The raw bytes representing the format Example: ```python from safetensors.numpy import save import numpy as np tensors = {"embedding": np.zeros((512, 1024)), "attention": np.zeros((256, 256))} byte_data = save(tensors) ``` r,)r r*r-)rr,r serializedresults&& rsaver2s*68KChWJ : F Mrc V^8dQhR\\\P3,R\\\ P 3,R\\\\3,,RR/#)r rfilenamer,rN)rrrrrosPathLiker)rs"rrr=sX""c2::o&"C$%"tCH~&" "rc6.p\\W4WR7R#)a Saves a dictionary of tensors into raw bytes in safetensors format. Args: tensor_dict (`Dict[str, np.ndarray]`): The incoming tensors. Tensors need to be contiguous and dense. filename (`str`, or `os.PathLike`)): The filename we're saving into. metadata (`Dict[str, str]`, *optional*, defaults to `None`): Optional text only metadata you might want to save in your header. For instance it can be useful to specify more about the underlying tensors. This is purely informative and does not affect tensor loading. Returns: `None` Example: ```python from safetensors.numpy import save_file import numpy as np tensors = {"embedding": np.zeros((512, 1024)), "attention": np.zeros((256, 256))} save_file(tensors, "model.safetensors") ``` r/N)r r*)rr4r,rs&&& r save_filer8=s>0(rcfV^8dQhR\R\\\P3,/#)r r$r)r-rrrr)rs"rrrbs'uc2::o.rc.\V4p\V4#)a Loads a safetensors file into numpy format from pure bytes. Args: data (`bytes`): The content of a safetensors file Returns: `Dict[str, np.ndarray]`: dictionary that contains name as key, value as `np.ndarray` on cpu Example: ```python from safetensors.numpy import load file_path = "./my_folder/bert.safetensors" with open(file_path, "rb") as f: data = f.read() loaded = load(data) ``` )r_view2np)r$flats& rloadr=bs. t D D>rbackendmmapcV^8dQhR\\\P3,R\R\\\ P 3,/#)r r4r>r)rrr5r6rrr)rs"rrr}s?C$%36 #rzz/rc\VRVR7;_uu_4pVP4uuRRR4# +'giR#;i)a= Loads a safetensors file into numpy format. Args: filename (`str`, or `os.PathLike`)): The name of the file which contains the tensors backend (`str`, *optional*, defaults to `"mmap"`): Storage backend used to serve tensor bytes. `"mmap"` (default) and `"pread"` uses `pread(2)` to read tensor bytes. Returns: `Dict[str, np.ndarray]`: dictionary that contains name as key, value as `np.ndarray` Example: ```python from safetensors.numpy import load_file file_path = "./my_folder/bert.safetensors" loaded = load_file(file_path) ``` r) frameworkr>N)r get_tensors)r4r>fs&$ r load_filerE}s-2 8tW = =}} > = = =s 2 A F64F32F16I64U64I32U32I16U16I8U8BOOLC64cDV^8dQhR\R\P/#)r dtype_strr)rrr)rs"rrrsrc\V,#N)_TYPES)rTs&r _getdtyperXs ) rcZV^8dQhR\\\P3,/#)r r)rrrr)rs"rrrs $sBJJ/rc/pVFPwr#\VR,4p\P!VR,VR7PVR,4pWQV&KR V#)rr$)rr)rXr frombufferreshape)safeviewr1r'r(rarrs& rr;r;sR F!G*%mmAfIU3;;AgJGq  MrcDV^8dQhR\PR\/#)r r)r)rrbool)rs"rrrs ; ;bjj ;T ;rcVPPpVR8Xd\PR8XdR#R#VR8XdR#VR8XdR#VR8XdR#\RV 24h)=littleTF|<>zUnexpected byte order )r byteordersys ValueError)r)rgs& rrrs_ &&IC ==H $ c  c  c  -i[9 ::rrV)%r5rhtypingrrrrnumpyr safetensorsrrr r r r*r2r8r=rEfloat64float32float16int64uint64int32uint32int16uint16int8uint8r` complex64rWrXr;rrrrzs ..UU$B"J69?< 2:: 2:: 2:: 288 299 288 299 288 299"''"(( D 2<< " ;r