diff --git a/gguf-py/gguf/gguf_reader.py b/gguf-py/gguf/gguf_reader.py index 017d4c197..fe7b55bc0 100644 --- a/gguf-py/gguf/gguf_reader.py +++ b/gguf-py/gguf/gguf_reader.py @@ -89,9 +89,13 @@ class GGUFReader: def __init__(self, path: os.PathLike[str] | str, mode: Literal['r'] | Literal['r+'] | Literal['c'] = 'r'): self.data = np.memmap(path, mode = mode) offs = 0 + + # Check for GGUF magic if self._get(offs, np.uint32, override_order = '<')[0] != GGUF_MAGIC: raise ValueError('GGUF magic invalid') offs += 4 + + # Check GGUF version temp_version = self._get(offs, np.uint32) if temp_version[0] & 65535 == 0: # If we get 0 here that means it's (probably) a GGUF file created for @@ -104,12 +108,16 @@ class GGUFReader: self.fields: OrderedDict[str, ReaderField] = OrderedDict() self.tensors: list[ReaderTensor] = [] offs += self._push_field(ReaderField(offs, 'GGUF.version', [temp_version], [0], [GGUFValueType.UINT32])) + + # Check tensor count and kv count temp_counts = self._get(offs, np.uint64, 2) offs += self._push_field(ReaderField(offs, 'GGUF.tensor_count', [temp_counts[:1]], [0], [GGUFValueType.UINT64])) offs += self._push_field(ReaderField(offs, 'GGUF.kv_count', [temp_counts[1:]], [0], [GGUFValueType.UINT64])) tensor_count, kv_count = temp_counts offs = self._build_fields(offs, kv_count) - offs, tensors_fields = self._build_tensors_fields(offs, tensor_count) + + # Build Tensor Info Fields + offs, tensors_fields = self._build_tensors_info_fields(offs, tensor_count) new_align = self.fields.get('general.alignment') if new_align is not None: if new_align.types != [GGUFValueType.UINT32]: @@ -195,18 +203,29 @@ class GGUFReader: # We can't deal with this one. raise ValueError('Unknown/unhandled field type {gtype}') - def _get_tensor(self, orig_offs: int) -> ReaderField: + def _get_tensor_info_field(self, orig_offs: int) -> ReaderField: offs = orig_offs + + # Tensor Info Name name_len, name_data = self._get_str(offs) offs += int(name_len.nbytes + name_data.nbytes) + + # Tensor Info Dimensions Count n_dims = self._get(offs, np.uint32) offs += int(n_dims.nbytes) + + # Tensor Info Dimension Array dims = self._get(offs, np.uint64, n_dims[0]) offs += int(dims.nbytes) + + # Tensor Info Tensor Type raw_dtype = self._get(offs, np.uint32) offs += int(raw_dtype.nbytes) + + # Tensor Info Offset offset_tensor = self._get(offs, np.uint64) offs += int(offset_tensor.nbytes) + return ReaderField( orig_offs, str(bytes(name_data), encoding = 'utf-8'), @@ -235,10 +254,10 @@ class GGUFReader: offs += field_size return offs - def _build_tensors_fields(self, offs: int, count: int) -> tuple[int, list[ReaderField]]: + def _build_tensors_info_fields(self, offs: int, count: int) -> tuple[int, list[ReaderField]]: tensor_fields = [] for _ in range(count): - field = self._get_tensor(offs) + field = self._get_tensor_info_field(offs) offs += sum(int(part.nbytes) for part in field.parts) tensor_fields.append(field) return offs, tensor_fields