From 378137cffc70aedd1eeffe026e55ef14e330a276 Mon Sep 17 00:00:00 2001 From: Wenhua Cheng Date: Fri, 17 Oct 2025 17:19:50 +0800 Subject: [PATCH 1/6] update --- auto_round/compressors/base.py | 4 ++-- docs/step_by_step.md | 16 +++++++++++----- 2 files changed, 13 insertions(+), 7 deletions(-) diff --git a/auto_round/compressors/base.py b/auto_round/compressors/base.py index 3b5cf48d4..eb13b5134 100644 --- a/auto_round/compressors/base.py +++ b/auto_round/compressors/base.py @@ -463,8 +463,8 @@ def _gen_auto_scheme( # mainly using quant_layers and fixed by users from auto_round.auto_scheme.gen_auto_scheme import GenScheme - if self.enable_torch_compile is False: - logger.warning("we strongly recommend to enable torch compile for AutoScheme to save VRAM") + if not self.enable_torch_compile and self.super_bits is not None: + logger.warning("we strongly recommend to set `enable_torch_compile` to True for AutoScheme to save VRAM") gen_scheme = GenScheme( scheme, self.model, diff --git a/docs/step_by_step.md b/docs/step_by_step.md index f8a576cc2..a8e34abce 100644 --- a/docs/step_by_step.md +++ b/docs/step_by_step.md @@ -351,11 +351,17 @@ ar.quantize_and_save() The tuning cost of AutoScheme is approximately 2 to 4 times that of model's bf16 size, depending on the options. We tested it on Nvidia A100 80G using torch v2.8. -| Models | Scheme | VRAM Cost
(torch compile) | Time Cost
(torch compile) | VRAM Cost
(w/o torch compile) | Time Cost
(w/o torch compile) | -| -------- | ----------------- | ---------------------------- | ----------------------------- | --------------------------------- | --------------------------------- | -| Qwen3-8B | W2A16 / W4A16 / W8A16 | 34G | 30s × len of options | 61G | 40s × len of options | -| Qwen3-8B | MXFP4 / MXFP8 | 36G | 60s × len of options | 54G | 120s × len of options | -| Qwen3-8B | GGUF* | 54G | 30s × len of options | 50G | 23s × len of options | +We will try to optimize the VRAM usage in the future. + +| Models | Scheme | VRAM Cost
(torch compile) | Time Cost
torch compile | VRAM Cost
wo torch compile | Time Cost
wo torch compile | +| --------- | ----------------- | ------------------------------- | ----------------------------- | -------------------------------- | -------------------------------- | +| Qwen3-8B | W2A16/W4A16/W8A16 | 34G | 30s * len of options | 61G | 40s * len of options | +| Qwen3-8B | MXFP4/MXFP8 | 36G | 60s * len of options | 54G | 120s * len of options | +| Qwen3-8B | GGUF* | 54G | 30s * len of options | 50G | 23S * len of options | +| Qwen3-32B | W2A16/W4A16/W8A16 | OOM with 240G | --- | OOM with 240G | --- | +| Qwen3-32B | MXFP4/MXFP8 | 160G | 200s * len of options | 200G | 240s * len of options | +| Qwen3-32B | GGUF* | 210G | 80s * len of options | 200G | 60s * len of options | + #### Limitations From 70f49b073b62372f9efa3d1b72f8b44159db12f8 Mon Sep 17 00:00:00 2001 From: Wenhua Cheng Date: Mon, 20 Oct 2025 15:31:03 +0800 Subject: [PATCH 2/6] refine code --- auto_round/compressors/base.py | 10 +- auto_round/data_type/gguf.py | 178 ++++++++++++++++++--------------- 2 files changed, 99 insertions(+), 89 deletions(-) diff --git a/auto_round/compressors/base.py b/auto_round/compressors/base.py index eb13b5134..b576717bb 100644 --- a/auto_round/compressors/base.py +++ b/auto_round/compressors/base.py @@ -463,7 +463,7 @@ def _gen_auto_scheme( # mainly using quant_layers and fixed by users from auto_round.auto_scheme.gen_auto_scheme import GenScheme - if not self.enable_torch_compile and self.super_bits is not None: + if not self.enable_torch_compile and self.super_bits is None: logger.warning("we strongly recommend to set `enable_torch_compile` to True for AutoScheme to save VRAM") gen_scheme = GenScheme( scheme, @@ -1275,14 +1275,12 @@ def get_imatrix_hook(module, input, output): if not hasattr(module, "imatrix"): module.imatrix = squared - module.imatrix_cnt = input.shape[0] else: module.imatrix += squared.to(module.imatrix.device) - module.imatrix_cnt += input.shape[0] hook_handles = [] for name, module in model.named_modules(): - if isinstance(module, self.supported_types) and check_to_quantized(module): + if type(module) in self.supported_types and check_to_quantized(module): hook = module.register_forward_hook(get_imatrix_hook) hook_handles.append(hook) return hook_handles @@ -1452,7 +1450,7 @@ def _quantize_rtn(self) -> tuple[torch.nn.Module, dict[str, Any]]: for module in tqdm(modules, desc="Update weight global scale for fuse module"): update_fused_layer_global_scales(module) - has_gguf_k = any("gguf" in fmt and "k" in fmt for fmt in getattr(self, "formats", [])) + has_gguf_k = any("gguf" in fmt and "k" in fmt for fmt in getattr(self, "formats", [])) or self.super_bits is not None self._quantize_embedding_layer() @@ -1595,8 +1593,6 @@ def _quantize_via_rtn_blockwise(self, all_to_quantized_module_names: list[str]) set_amax_for_all_moe_layers(block, attr_name="act_max") # Normalize imatrix and quantize layers for _, m in block.named_modules(): - if hasattr(m, "imatrix"): - m.imatrix /= m.imatrix_cnt if hasattr(m, "tmp_name") and m.tmp_name in all_to_quantized_module_names: self._quantize_layer_via_rtn(m.tmp_name) all_to_quantized_module_names.remove(m.tmp_name) diff --git a/auto_round/data_type/gguf.py b/auto_round/data_type/gguf.py index 6aa19a3d5..31a619df0 100644 --- a/auto_round/data_type/gguf.py +++ b/auto_round/data_type/gguf.py @@ -282,49 +282,11 @@ def quant_tensor_asym_dq( return qdq_result, {"scale": scale, "d_scale": d_scale}, {"wmin": wmin, "d_wmin": d_wmin} - -@register_dtype("rtn_int_asym_dq") -def quant_tensor_gguf_asym_dq( - tensor, - bits=4, - v=0, - min_scale=1.0, - max_scale=1.0, - scale_dtype=torch.float16, - tensor_min=None, - tensor_max=None, - q_scale_thresh=1e-5, - imatrix=None, - **kwargs, -): - """Quantizes and dequantizes a tensor using asymmetric integer quantization for formats like Q2_K, Q4_K, and Q5_K. - Only fit for iters 0 - - Args: - tensor (torch.Tensor): Input tensor to quantize. - bits (int): Number of bits for quantization. - group_size (int): Group size for per-group quantization. - v (float): Perturbation added before rounding. - min_scale (float): Minimum allowed scale value. - max_scale (float): Maximum allowed scale value. - scale_dtype (torch.dtype): Data type for quantized scale. - tensor_min (torch.Tensor, optional): Minimum values for the tensor groups. - tensor_max (torch.Tensor, optional): Maximum values for the tensor groups. - q_scale_thresh (float): Threshold to clamp the quantized scale. - super_group_size (int): Number of groups to bundle for secondary quantization. - super_bits (int): Number of bits used in secondary quantization. - imatrix (torch.Tensor, optional): Importance matrix for weighted quantization. - - Returns: - Tuple: (Quantized-dequantized tensor, scale dictionary, zero-point dictionary) - """ - orig_dtype = tensor.dtype - maxq = 2**bits - 1 - group_size = 16 if bits == 2 else 32 +@torch.no_grad() +def search_gguf_scale_min_asym(tensor, bits=4,scale_dtype=torch.float16, imatrix=None): super_bits = 4 if bits == 2 else 6 super_group_size = 16 if bits == 2 else 8 - tensor, orig_shape, pad_len = reshape_pad_tensor_by_group_size(tensor, group_size) - tensor = tensor.to(torch.float32) + group_size = 16 if bits == 2 else 32 if bits not in [2, 4, 5]: raise ValueError(f"bits={bits} not supported by rtn_int_asym_dq") quant_weights = None @@ -430,8 +392,52 @@ def quant_tensor_gguf_asym_dq( d_wmin = d_wmin.unsqueeze(-1) scale = (d_scale * q_scale).view(-1, 1) wmin = (d_wmin * q_wmin).view(-1, 1) - inverse_scale = get_reciprocal(scale) + return scale, wmin, d_scale, d_wmin + + +@register_dtype("rtn_int_asym_dq") +def quant_tensor_gguf_asym_dq( + tensor:torch.Tensor, + bits:int=4, + v=0, + scale_dtype=torch.float16, + imatrix=None, + scale=None, + wmin=None, + d_scale=None, + d_wmin=None, + **kwargs, +): + """Quantizes and dequantizes a tensor using asymmetric integer quantization for formats like Q2_K, Q4_K, and Q5_K. + Only fit for iters 0 + + Args: + tensor (torch.Tensor): Input tensor to quantize. + bits (int): Number of bits for quantization. + group_size (int): Group size for per-group quantization. + v (float): Perturbation added before rounding. + min_scale (float): Minimum allowed scale value. + max_scale (float): Maximum allowed scale value. + scale_dtype (torch.dtype): Data type for quantized scale. + tensor_min (torch.Tensor, optional): Minimum values for the tensor groups. + tensor_max (torch.Tensor, optional): Maximum values for the tensor groups. + q_scale_thresh (float): Threshold to clamp the quantized scale. + super_group_size (int): Number of groups to bundle for secondary quantization. + super_bits (int): Number of bits used in secondary quantization. + imatrix (torch.Tensor, optional): Importance matrix for weighted quantization. + + Returns: + Tuple: (Quantized-dequantized tensor, scale dictionary, zero-point dictionary) + """ + orig_dtype = tensor.dtype + maxq = 2**bits - 1 + group_size = 16 if bits == 2 else 32 + tensor, orig_shape, pad_len = reshape_pad_tensor_by_group_size(tensor, group_size) + tensor = tensor.to(torch.float32) + if scale is None: + scale, wmin, d_scale, d_wmin = search_gguf_scale_min_asym(tensor, bits, scale_dtype, imatrix) + inverse_scale = get_reciprocal(scale) int_w = torch.clamp(round_ste((tensor + wmin) * inverse_scale + v), 0, maxq) qdq_result = (scale * int_w - wmin).to(orig_dtype) qdq_result = revert_tensor_by_pad(qdq_result, orig_shape=orig_shape, pad_len=pad_len) @@ -506,52 +512,18 @@ def iterative_wls_quant_search(data, bits=4, rrmin=-1.0, rdelta=0.1, nstep=20, u return scale.to(torch.float32), -rmin.to(torch.float32) -@register_dtype("rtn_int_sym_dq") -def quant_tensor_gguf_sym_dq( - tensor, - bits=3, - v=0, - min_scale=1.0, - max_scale=1.0, - scale_dtype=torch.float16, - tensor_min=None, - tensor_max=None, - q_scale_thresh=1e-5, - imatrix=None, - **kwargs, -): - """Quantize and de-quantize tensor asymmetrically. For Q3_K, Q6_K. - - Args: - tensor: Tensor containing the tensor to be quantized - bits: Number of bits for quantization (e.g., 2, 3, 4, 8) - group_size: Number of elements to share scale for quantization - v: Rounding value perturbation - min_scale: Minimum scale coefficient for tensor - max_scale: Maximum scale coefficient for tensor - tensor_min (Tensor, optional): Minimum tensor value for quantization. Defaults to None. - tensor_max (Tensor, optional): Maximum tensor value for quantization. Defaults to None. - scale_dtype: dtype of the quantized scale,as most kernels only support FP16 or FP32, while this value is import - q_scale_thresh: clip the quantized scale's magnitude to this value to improve the numerical stability - - Returns: - Quantized and de-quantized tensor, scale, zero-point - """ +@torch.no_grad() +def search_gguf_scale_min_sym(tensor, bits, imatrix,scale_dtype): from auto_round.export.export_to_gguf.config import GGML_QUANT_SIZES, K_SCALE_SIZE, QK_K from auto_round.export.export_to_gguf.packing import make_q3_quants, make_qx_quants - - if bits not in [3, 6]: - raise KeyError(f"bits={bits} is not supported by gguf_int_sym_dq, please check.") - - maxq = 2 ** (bits - 1) + if bits not in [3,6]: + raise ValueError("bits must be 3 or 6") group_size = 16 super_bits = 6 if bits == 3 else 8 super_group_size = 16 - - tensor, orig_shape, pad_len = reshape_pad_tensor_by_group_size(tensor, group_size) ggml_type = f"q{bits}_k" block_size, type_size = GGML_QUANT_SIZES[ggml_type] - orig_dtype = tensor.dtype + tensor = tensor.to(torch.float32) n_blocks = tensor.nelement() // block_size @@ -603,14 +575,56 @@ def quant_tensor_gguf_sym_dq( quant_weights[mean_replace_index] = tmp_quant_weights[mean_replace_index] scale, int_w = make_qx_quants(tensor, bits=bits, rmse_type=1, qw=quant_weights) + scale = scale.to(scale_dtype) scale = torch.where(torch.abs(scale) < 1e-30, torch.zeros_like(scale), scale) # conduct double quant scale, d_scale = double_quant_tensor_sym(scale, super_bits) scale = scale.unsqueeze(-1) + return scale, d_scale + + +@register_dtype("rtn_int_sym_dq") +def quant_tensor_gguf_sym_dq( + tensor, + bits=3, + imatrix=None, + scale=None, + d_scale=None, + scale_dtype=torch.float16, + **kwargs, +): + """Quantize and de-quantize tensor asymmetrically. For Q3_K, Q6_K. + + Args: + tensor: Tensor containing the tensor to be quantized + bits: Number of bits for quantization (e.g., 2, 3, 4, 8) + group_size: Number of elements to share scale for quantization + v: Rounding value perturbation + min_scale: Minimum scale coefficient for tensor + max_scale: Maximum scale coefficient for tensor + tensor_min (Tensor, optional): Minimum tensor value for quantization. Defaults to None. + tensor_max (Tensor, optional): Maximum tensor value for quantization. Defaults to None. + scale_dtype: dtype of the quantized scale,as most kernels only support FP16 or FP32, while this value is import + q_scale_thresh: clip the quantized scale's magnitude to this value to improve the numerical stability + + Returns: + Quantized and de-quantized tensor, scale, zero-point + """ + + + if bits not in [3, 6]: + raise KeyError(f"bits={bits} is not supported by gguf_int_sym_dq, please check.") + + maxq = 2 ** (bits - 1) + group_size = 16 + tensor, orig_shape, pad_len = reshape_pad_tensor_by_group_size(tensor, group_size) + orig_dtype = tensor.dtype + if scale is None and d_scale is None: + scale,d_scale = search_gguf_scale_min_sym(tensor, bits, imatrix, scale_dtype) zp = torch.full_like(scale, maxq) # pylint: disable=E1130 inverse_scale = get_reciprocal(scale) - int_w = torch.round(tensor * inverse_scale).clip(-maxq, maxq - 1) + maxq + int_w = round_ste(tensor * inverse_scale).clip(-maxq, maxq - 1) + maxq qdq_result = (scale * (int_w - zp)).to(orig_dtype) qdq_result = revert_tensor_by_pad(qdq_result, orig_shape=orig_shape, pad_len=pad_len) From 79156a25865034844a52c7428ae2b16a91a6d731 Mon Sep 17 00:00:00 2001 From: Wenhua Cheng Date: Mon, 20 Oct 2025 17:29:37 +0800 Subject: [PATCH 3/6] support disable_opt_rtn in auto-scheme --- auto_round/auto_scheme/default_alg.abi3.so | Bin 296568 -> 341976 bytes auto_round/auto_scheme/gen_auto_scheme.py | 2 ++ auto_round/schemes.py | 1 + docs/step_by_step.md | 2 +- 4 files changed, 4 insertions(+), 1 deletion(-) diff --git a/auto_round/auto_scheme/default_alg.abi3.so b/auto_round/auto_scheme/default_alg.abi3.so index 15abd5cf4fbdcea44977577b43c2428cc264215b..8c75b4c800347e583488555be4ba96ec653e872f 100644 GIT binary patch literal 341976 zcmeFad3aPs7B}1hA_0sYlqia5)SxI^GDB-nTN4Oyqltzc1x#3ipezwO8dNlxWTb7Q zVcZxU#yIMTqt3*25EmL*MbU^Gib!yydLj^T0T;~sJEzXQsTA}x^L*d)et&$=G!N-} zepPkqY;~$`-KB3Gnm?>vLW0lzwD(=)Yo&a?Y$;fpk?2+dmgVb$zdd~?bKMSJ$>9eT z<2B}f`%*MbeK5yjP5Z3x)k8H`_uFj8CH2y)_1$fZ=I4H!?T$iGLz32`p?ll!+B0># 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z>)0~X(OfX{=DfqE`#R0%h;Fwf0*T4S)n;UGic7+NSHkM;t@^#9t@@4Frnio*0v~SL14SvEfGMaHT)rVQ$jK5``rx=?X4W~wLB5Az@ zn(Q0-W_e%Nv678YE5s?5Ue~cS+yFgRam@((inY*RH}n zG*Co=boplZIl+2D%a73FTyc37Whw^HdFp>y)EoI5MLma8$xu^e>?&DrWc&3-fExvA F{Xc*PYEl3I diff --git a/auto_round/auto_scheme/gen_auto_scheme.py b/auto_round/auto_scheme/gen_auto_scheme.py index 9dcfe0d3c..d8bfadd56 100644 --- a/auto_round/auto_scheme/gen_auto_scheme.py +++ b/auto_round/auto_scheme/gen_auto_scheme.py @@ -51,6 +51,7 @@ def __init__( if self.auto_scheme.enable_torch_compile is None else self.auto_scheme.enable_torch_compile ) + self.diable_opt_rtn = self.auto_scheme.disable_opt_rtn self._check_configs() def _check_configs(self) -> None: @@ -89,6 +90,7 @@ def get_layer_config(self) -> dict[str, dict]: self.tokenizer, device_map=self.device_map, enable_torch_compile=self.enable_torch_compile, + disable_opt_rtn=self.diable_opt_rtn, ) layer_config = self.fallback_gguf_layer_config(layer_config) return layer_config diff --git a/auto_round/schemes.py b/auto_round/schemes.py index 701324aec..96faf62c0 100644 --- a/auto_round/schemes.py +++ b/auto_round/schemes.py @@ -299,6 +299,7 @@ class AutoScheme: dataset: Optional[str] = None # Import Notice no comma for each item device_map: Optional[Union[str, torch.device, int, dict]] = None enable_torch_compile: Optional[bool] = None + disable_opt_rtn: bool = True def __post_init__(self): if isinstance(self.options, str): diff --git a/docs/step_by_step.md b/docs/step_by_step.md index a8e34abce..ba27ef5d1 100644 --- a/docs/step_by_step.md +++ b/docs/step_by_step.md @@ -365,7 +365,7 @@ We will try to optimize the VRAM usage in the future. #### Limitations -Embedding layer is supported in AutoScheme, it will use the best scheme in options. +Embedding layer is not supported in AutoScheme, it will use the best scheme in options. ### RTN mode From 22ce6c81338cee7d585a1612289779876ab2a419 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 20 Oct 2025 09:32:24 +0000 Subject: [PATCH 4/6] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- auto_round/auto_scheme/gen_auto_scheme.py | 4 ++-- auto_round/compressors/base.py | 4 +++- auto_round/data_type/gguf.py | 16 ++++++++-------- 3 files changed, 13 insertions(+), 11 deletions(-) diff --git a/auto_round/auto_scheme/gen_auto_scheme.py b/auto_round/auto_scheme/gen_auto_scheme.py index d8bfadd56..9ed0b21fa 100644 --- a/auto_round/auto_scheme/gen_auto_scheme.py +++ b/auto_round/auto_scheme/gen_auto_scheme.py @@ -51,7 +51,7 @@ def __init__( if self.auto_scheme.enable_torch_compile is None else self.auto_scheme.enable_torch_compile ) - self.diable_opt_rtn = self.auto_scheme.disable_opt_rtn + self.disable_opt_rtn = self.auto_scheme.disable_opt_rtn self._check_configs() def _check_configs(self) -> None: @@ -90,7 +90,7 @@ def get_layer_config(self) -> dict[str, dict]: self.tokenizer, device_map=self.device_map, enable_torch_compile=self.enable_torch_compile, - disable_opt_rtn=self.diable_opt_rtn, + disable_opt_rtn=self.disable_opt_rtn, ) layer_config = self.fallback_gguf_layer_config(layer_config) return layer_config diff --git a/auto_round/compressors/base.py b/auto_round/compressors/base.py index b576717bb..4f4d42dfa 100644 --- a/auto_round/compressors/base.py +++ b/auto_round/compressors/base.py @@ -1450,7 +1450,9 @@ def _quantize_rtn(self) -> tuple[torch.nn.Module, dict[str, Any]]: for module in tqdm(modules, desc="Update weight global scale for fuse module"): update_fused_layer_global_scales(module) - has_gguf_k = any("gguf" in fmt and "k" in fmt for fmt in getattr(self, "formats", [])) or self.super_bits is not None + has_gguf_k = ( + any("gguf" in fmt and "k" in fmt for fmt in getattr(self, "formats", [])) or self.super_bits is not None + ) self._quantize_embedding_layer() diff --git a/auto_round/data_type/gguf.py b/auto_round/data_type/gguf.py index 31a619df0..e73afe4c7 100644 --- a/auto_round/data_type/gguf.py +++ b/auto_round/data_type/gguf.py @@ -282,8 +282,9 @@ def quant_tensor_asym_dq( return qdq_result, {"scale": scale, "d_scale": d_scale}, {"wmin": wmin, "d_wmin": d_wmin} + @torch.no_grad() -def search_gguf_scale_min_asym(tensor, bits=4,scale_dtype=torch.float16, imatrix=None): +def search_gguf_scale_min_asym(tensor, bits=4, scale_dtype=torch.float16, imatrix=None): super_bits = 4 if bits == 2 else 6 super_group_size = 16 if bits == 2 else 8 group_size = 16 if bits == 2 else 32 @@ -397,8 +398,8 @@ def search_gguf_scale_min_asym(tensor, bits=4,scale_dtype=torch.float16, imatrix @register_dtype("rtn_int_asym_dq") def quant_tensor_gguf_asym_dq( - tensor:torch.Tensor, - bits:int=4, + tensor: torch.Tensor, + bits: int = 4, v=0, scale_dtype=torch.float16, imatrix=None, @@ -513,10 +514,11 @@ def iterative_wls_quant_search(data, bits=4, rrmin=-1.0, rdelta=0.1, nstep=20, u @torch.no_grad() -def search_gguf_scale_min_sym(tensor, bits, imatrix,scale_dtype): +def search_gguf_scale_min_sym(tensor, bits, imatrix, scale_dtype): from auto_round.export.export_to_gguf.config import GGML_QUANT_SIZES, K_SCALE_SIZE, QK_K from auto_round.export.export_to_gguf.packing import make_q3_quants, make_qx_quants - if bits not in [3,6]: + + if bits not in [3, 6]: raise ValueError("bits must be 3 or 6") group_size = 16 super_bits = 6 if bits == 3 else 8 @@ -524,7 +526,6 @@ def search_gguf_scale_min_sym(tensor, bits, imatrix,scale_dtype): ggml_type = f"q{bits}_k" block_size, type_size = GGML_QUANT_SIZES[ggml_type] - tensor = tensor.to(torch.float32) n_blocks = tensor.nelement() // block_size # (nb, 16, 16) @@ -612,7 +613,6 @@ def quant_tensor_gguf_sym_dq( Quantized and de-quantized tensor, scale, zero-point """ - if bits not in [3, 6]: raise KeyError(f"bits={bits} is not supported by gguf_int_sym_dq, please check.") @@ -621,7 +621,7 @@ def quant_tensor_gguf_sym_dq( tensor, orig_shape, pad_len = reshape_pad_tensor_by_group_size(tensor, group_size) orig_dtype = tensor.dtype if scale is None and d_scale is None: - scale,d_scale = search_gguf_scale_min_sym(tensor, bits, imatrix, scale_dtype) + scale, d_scale = search_gguf_scale_min_sym(tensor, bits, imatrix, scale_dtype) zp = torch.full_like(scale, maxq) # pylint: disable=E1130 inverse_scale = get_reciprocal(scale) int_w = round_ste(tensor * inverse_scale).clip(-maxq, maxq - 1) + maxq From 08c3fd68ac0207381c428c6c0c5af94184c44626 Mon Sep 17 00:00:00 2001 From: Wenhua Cheng Date: Mon, 20 Oct 2025 18:47:50 +0800 Subject: [PATCH 5/6] fix bug --- auto_round/auto_scheme/default_alg.abi3.so | Bin 341976 -> 346072 bytes auto_round/data_type/gguf.py | 55 +++++++++++---------- 2 files changed, 30 insertions(+), 25 deletions(-) diff --git a/auto_round/auto_scheme/default_alg.abi3.so b/auto_round/auto_scheme/default_alg.abi3.so index 8c75b4c800347e583488555be4ba96ec653e872f..83da28647bce2eac676c827a3f2149eaf34e2b9a 100644 GIT binary patch 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a/auto_round/data_type/gguf.py +++ b/auto_round/data_type/gguf.py @@ -16,6 +16,8 @@ from auto_round.data_type.register import register_dtype from auto_round.data_type.utils import reshape_pad_tensor_by_group_size, revert_tensor_by_pad, round_ste +from auto_round.export.export_to_gguf.config import GGML_QUANT_SIZES +from auto_round.export.export_to_gguf.packing import make_q3_quants, make_qx_quants from auto_round.logger import logger from auto_round.utils import get_reciprocal @@ -514,22 +516,8 @@ def iterative_wls_quant_search(data, bits=4, rrmin=-1.0, rdelta=0.1, nstep=20, u @torch.no_grad() def search_gguf_scale_min_sym(tensor, bits, imatrix,scale_dtype): - from auto_round.export.export_to_gguf.config import GGML_QUANT_SIZES, K_SCALE_SIZE, QK_K - from auto_round.export.export_to_gguf.packing import make_q3_quants, make_qx_quants - if bits not in [3,6]: - raise ValueError("bits must be 3 or 6") - group_size = 16 - super_bits = 6 if bits == 3 else 8 - super_group_size = 16 - ggml_type = f"q{bits}_k" - block_size, type_size = GGML_QUANT_SIZES[ggml_type] - tensor = tensor.to(torch.float32) - n_blocks = tensor.nelement() // block_size - # (nb, 16, 16) - tensor = tensor.reshape(n_blocks, super_group_size, QK_K // super_group_size) - if imatrix is None or (imatrix is not None and torch.sum(imatrix) == 0): if bits == 3: scale, int_w = make_q3_quants(tensor, bits=bits, do_rmse=True) @@ -575,15 +563,14 @@ def search_gguf_scale_min_sym(tensor, bits, imatrix,scale_dtype): quant_weights[mean_replace_index] = tmp_quant_weights[mean_replace_index] scale, int_w = make_qx_quants(tensor, bits=bits, rmse_type=1, qw=quant_weights) - scale = scale.to(scale_dtype) - scale = torch.where(torch.abs(scale) < 1e-30, torch.zeros_like(scale), scale) - # conduct double quant - scale, d_scale = double_quant_tensor_sym(scale, super_bits) - - scale = scale.unsqueeze(-1) - return scale, d_scale - - + # scale = scale.to(scale_dtype) + # scale = torch.where(torch.abs(scale) < 1e-30, torch.zeros_like(scale), scale) + # # conduct double quant + # scale, d_scale = double_quant_tensor_sym(scale, super_bits) + # + # scale = scale.unsqueeze(-1) + return scale +# @register_dtype("rtn_int_sym_dq") def quant_tensor_gguf_sym_dq( tensor, @@ -611,7 +598,7 @@ def quant_tensor_gguf_sym_dq( Returns: Quantized and de-quantized tensor, scale, zero-point """ - + from auto_round.export.export_to_gguf.config import GGML_QUANT_SIZES, K_SCALE_SIZE, QK_K if bits not in [3, 6]: raise KeyError(f"bits={bits} is not supported by gguf_int_sym_dq, please check.") @@ -620,8 +607,25 @@ def quant_tensor_gguf_sym_dq( group_size = 16 tensor, orig_shape, pad_len = reshape_pad_tensor_by_group_size(tensor, group_size) orig_dtype = tensor.dtype + super_bits = 6 if bits == 3 else 8 + super_group_size = 16 + ggml_type = f"q{bits}_k" + block_size, type_size = GGML_QUANT_SIZES[ggml_type] + + + tensor = tensor.to(torch.float32) + n_blocks = tensor.nelement() // block_size + # (nb, 16, 16) + tensor = tensor.reshape(n_blocks, super_group_size, QK_K // super_group_size) if scale is None and d_scale is None: - scale,d_scale = search_gguf_scale_min_sym(tensor, bits, imatrix, scale_dtype) + scale = search_gguf_scale_min_sym(tensor, bits, imatrix, scale_dtype) + + scale = scale.to(scale_dtype) + scale = torch.where(torch.abs(scale) < 1e-30, torch.zeros_like(scale), scale) + # conduct double quant + scale, d_scale = double_quant_tensor_sym(scale, super_bits) + + scale = scale.unsqueeze(-1) zp = torch.full_like(scale, maxq) # pylint: disable=E1130 inverse_scale = get_reciprocal(scale) int_w = round_ste(tensor * inverse_scale).clip(-maxq, maxq - 1) + maxq @@ -629,3 +633,4 @@ def quant_tensor_gguf_sym_dq( qdq_result = revert_tensor_by_pad(qdq_result, orig_shape=orig_shape, pad_len=pad_len) return qdq_result, {"scale": scale, "d_scale": d_scale}, zp + From 40ac211d062051a03cbfefe260469b07b6417c9b Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 20 Oct 2025 10:54:17 +0000 Subject: [PATCH 6/6] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- auto_round/data_type/gguf.py | 9 +++++---- 1 file changed, 5 insertions(+), 4 deletions(-) diff --git a/auto_round/data_type/gguf.py b/auto_round/data_type/gguf.py index 59844610a..4b4c51942 100644 --- a/auto_round/data_type/gguf.py +++ b/auto_round/data_type/gguf.py @@ -516,9 +516,9 @@ def iterative_wls_quant_search(data, bits=4, rrmin=-1.0, rdelta=0.1, nstep=20, u @torch.no_grad() - def search_gguf_scale_min_sym(tensor, bits, imatrix, scale_dtype): - from auto_round.export.export_to_gguf.config import GGML_QUANT_SIZES, K_SCALE_SIZE, QK_K + from auto_round.export.export_to_gguf.config import K_SCALE_SIZE, QK_K + group_size = 16 if imatrix is None or (imatrix is not None and torch.sum(imatrix) == 0): @@ -556,6 +556,8 @@ def search_gguf_scale_min_sym(tensor, bits, imatrix, scale_dtype): scale, int_w = make_qx_quants(tensor, bits=bits, rmse_type=1, qw=quant_weights) return scale + + # @register_dtype("rtn_int_sym_dq") def quant_tensor_gguf_sym_dq( @@ -585,7 +587,7 @@ def quant_tensor_gguf_sym_dq( Quantized and de-quantized tensor, scale, zero-point """ - from auto_round.export.export_to_gguf.config import GGML_QUANT_SIZES, K_SCALE_SIZE, QK_K + from auto_round.export.export_to_gguf.config import K_SCALE_SIZE, QK_K if bits not in [3, 6]: raise KeyError(f"bits={bits} is not supported by gguf_int_sym_dq, please check.") @@ -618,4 +620,3 @@ def quant_tensor_gguf_sym_dq( qdq_result = revert_tensor_by_pad(qdq_result, orig_shape=orig_shape, pad_len=pad_len) return qdq_result, {"scale": scale, "d_scale": d_scale}, zp -