repo stringlengths 2 99 | file stringlengths 13 225 | code stringlengths 0 18.3M | file_length int64 0 18.3M | avg_line_length float64 0 1.36M | max_line_length int64 0 4.26M | extension_type stringclasses 1
value |
|---|---|---|---|---|---|---|
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/tagging_models/losses/focal_loss.py | import torch
import torch.nn as nn
import torch.nn.functional as F
class FocalLoss(nn.Module):
'''Multi-class Focal loss implementation'''
def __init__(self, gamma=2, weight=None,ignore_index=-100):
super(FocalLoss, self).__init__()
self.gamma = gamma
self.weight = weight
self.i... | 707 | 28.5 | 84 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/tagging_models/losses/__init__.py | 2 | 0 | 0 | py | |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/transfo_xl_denoise/tokenization_transfo_xl_denoise.py | # coding=utf-8
# Copyright 2022 IDEA-CCNL and The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.... | 2,805 | 32.807229 | 107 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/transfo_xl_denoise/generate.py | import torch
import torch.nn.functional as F
from fengshen.models.transfo_xl_denoise.tokenization_transfo_xl_denoise import TransfoXLDenoiseTokenizer
from fengshen.models.transfo_xl_denoise.modeling_transfo_xl_denoise import TransfoXLDenoiseModel
from fengshen.utils import top_k_logits, get_masks_and_position_ids
def... | 2,934 | 42.80597 | 117 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/transfo_xl_denoise/configuration_transfo_xl_denoise.py | # coding=utf-8
# Copyright 2022 IDEA-CCNL and The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.... | 5,820 | 47.508333 | 112 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/transfo_xl_denoise/__init__.py | 0 | 0 | 0 | py | |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/transfo_xl_denoise/modeling_transfo_xl_denoise.py | # coding=utf-8
# Copyright 2022 IDEA-CCNL The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
... | 33,182 | 42.094805 | 120 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/zen1/tokenization.py | # coding=utf-8
# This file is derived from the code at
# https://github.com/huggingface/transformers/blob/master/transformers/tokenization_bert.py
#
# Original copyright notice:
#
# Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the ... | 18,927 | 42.116173 | 179 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/zen1/modeling.py | # coding: utf-8
# Copyright 2019 Sinovation Ventures AI Institute
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by app... | 54,948 | 49.597606 | 171 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/zen1/ngram_utils.py | # coding: utf-8
# Copyright 2019 Sinovation Ventures AI Institute
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by app... | 4,929 | 45.074766 | 161 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/zen1/__init__.py | from .ngram_utils import ZenNgramDict, NGRAM_DICT_NAME
from .modeling import ZenConfig, ZenModel, ZenForPreTraining, ZenForTokenClassification, ZenForSequenceClassification
from .tokenization import BertTokenizer, BasicTokenizer, WordpieceTokenizer
version = "0.1.0"
__all__ = ['ZenNgramDict', 'NGRAM_DICT_NAME', "ZenCon... | 488 | 68.857143 | 120 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/zen1/configuration_zen1.py | # coding=utf-8
# Copyright 2022 IDEA-CCNL and The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.... | 3,783 | 45.716049 | 91 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/tcbert/modeling_tcbert.py | # coding=utf-8
# Copyright 2021 The IDEA Authors. All rights reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
# http://www.apache.org/licenses/LICENSE-2.0
# Unless required by a... | 13,919 | 36.929155 | 130 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/tcbert/__init__.py | 0 | 0 | 0 | py | |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/albert/modeling_albert.py | # coding=utf-8
# Copyright 2018 Google AI, Google Brain and the HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# U... | 56,887 | 40.706745 | 168 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/transfo_xl_paraphrase/generate.py | import torch
import torch.nn.functional as F
from fengshen.models.transfo_xl_paraphrase import TransfoXLModel
from fengshen.utils import top_k_logits, get_masks_and_position_ids
from transformers import T5Tokenizer
def get_batch(context_tokens, mem_length, batch_size=1):
tokens = context_tokens
tokens = token... | 3,069 | 42.857143 | 117 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/transfo_xl_paraphrase/__init__.py | from fengshen.models.transfo_xl_denoise.modeling_transfo_xl_denoise import TransfoXLDenoiseModel as TransfoXLModel
from .generate import paraphrase_generate
| 157 | 51.666667 | 114 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/auto/tokenization_auto.py | # coding=utf-8
# Copyright 2021 The IDEA Authors. All rights reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
# http://www.apache.org/licenses/LICENSE-2.0
# Unless required by a... | 21,569 | 46.933333 | 126 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/auto/configuration_auto.py | # coding=utf-8
# Copyright 2021 The IDEA Authors. All rights reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
# http://www.apache.org/licenses/LICENSE-2.0
# Unless required by a... | 17,004 | 41.091584 | 141 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/auto/modeling_auto.py | # coding=utf-8
# Copyright 2018 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | 8,518 | 30.205128 | 119 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/auto/__init__.py | # coding=utf-8
# Copyright 2021 The IDEA Authors. All rights reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
# http://www.apache.org/licenses/LICENSE-2.0
# Unless required by a... | 2,003 | 34.157895 | 119 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/auto/auto_factory.py | # coding=utf-8
# Copyright 2021 The IDEA Authors. All rights reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
# http://www.apache.org/licenses/LICENSE-2.0
# Unless required by a... | 35,460 | 53.978295 | 119 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/auto/dynamic.py | # coding=utf-8
# Copyright 2021 The IDEA Authors. All rights reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
# http://www.apache.org/licenses/LICENSE-2.0
# Unless required by a... | 9,861 | 40.788136 | 119 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/megatron_t5/configuration_megatron_t5.py | # coding=utf-8
# Copyright 2021 The IDEA Authors. All rights reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
# http://www.apache.org/licenses/LICENSE-2.0
# Unless required by a... | 10,955 | 41.796875 | 119 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/megatron_t5/tokenization_megatron_t5.py | # coding=utf-8
# Copyright 2021 The IDEA Authors. All rights reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
# http://www.apache.org/licenses/LICENSE-2.0
# Unless required by a... | 1,172 | 34.545455 | 111 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/megatron_t5/__init__.py | # coding=utf-8
# Copyright 2021 The IDEA Authors. All rights reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
# http://www.apache.org/licenses/LICENSE-2.0
# Unless required by a... | 1,425 | 27.52 | 74 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/megatron_t5/modeling_megatron_t5.py | # coding=utf-8
# Copyright 2021 The IDEA Authors. All rights reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
# http://www.apache.org/licenses/LICENSE-2.0
# Unless required by a... | 90,226 | 42.23287 | 143 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/roformer/configuration_roformer.py | # coding=utf-8
# Copyright 2021 The IDEA Authors. All rights reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
# http://www.apache.org/licenses/LICENSE-2.0
# Unless required by a... | 6,869 | 50.268657 | 119 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/roformer/tokenization_roformer.py | # coding=utf-8
# Copyright 2021 The IDEA Authors. All rights reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
# http://www.apache.org/licenses/LICENSE-2.0
# Unless required by a... | 675 | 38.764706 | 74 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/roformer/__init__.py | # coding=utf-8
# Copyright 2021 The IDEA Authors. All rights reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
# http://www.apache.org/licenses/LICENSE-2.0
# Unless required by a... | 1,785 | 29.793103 | 74 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/roformer/modeling_roformer.py | # coding=utf-8
# Copyright 2021 The IDEA Authors. All rights reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
# http://www.apache.org/licenses/LICENSE-2.0
# Unless required by a... | 82,128 | 41.009719 | 213 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/megatron/layers/flash_attention.py | # Based on: https://github.com/HazyResearch/flash-attention/blob/4a6eaa9f27df6fff7ffb2c24e894938a687dd870/flash_attn/flash_attn_interface.py
import torch
import torch.nn as nn
import torch.nn.functional as F
import flash_attn_cuda
def _flash_attn_forward(
q,
k,
v,
out,
cu_seqlens_q,
cu_seqle... | 4,804 | 24.833333 | 140 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/megatron/layers/positional_embeddings.py | # Copyright (c) 2021, EleutherAI
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writi... | 7,894 | 44.373563 | 142 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/megatron/layers/fused_bias_dropout.py | # Copyright (c) 2021, EleutherAI contributors
# This file is based on code by the authors denoted below and has been modified from its original version.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the L... | 1,871 | 32.428571 | 106 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/megatron/layers/utils.py | # Copyright (c) 2021 EleutherAI
# This file is based on code by the authors denoted below and has been modified from its original version.
#
# Copyright (c) 2020, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in complianc... | 11,316 | 37.104377 | 139 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/megatron/layers/norms.py | # Copyright (c) 2021, EleutherAI
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writi... | 2,075 | 31.4375 | 85 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/megatron/layers/init_functions.py | # Copyright (c) 2021, EleutherAI
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writi... | 4,653 | 31.545455 | 118 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/megatron/layers/transformer.py | # Copyright (c) 2021 EleutherAI
# This file is based on code by the authors denoted below and has been modified from its original version.
#
# Copyright (c) 2020, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in complianc... | 29,401 | 35.031863 | 159 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/megatron/layers/gmlp.py | # Copyright (c) 2021, EleutherAI
# This file is based on code by the authors denoted below and has been modified from its original version.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#... | 4,997 | 34.197183 | 106 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/megatron/layers/fused_softmax.py | # Copyright (c) 2021, EleutherAI
# This file is based on code by the authors denoted below and has been modified from its original version.
#
# Copyright (c) 2020, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in complian... | 6,992 | 32.946602 | 138 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/megatron/layers/activations.py | # Copyright (c) 2021, EleutherAI
# This file is based on code by the authors denoted below and has been modified from its original version.
#
# Copyright (c) 2020, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in complian... | 4,034 | 29.338346 | 106 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/megatron/layers/word_embeddings.py | # Copyright (c) 2021, EleutherAI
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writi... | 8,382 | 37.810185 | 145 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/megatron/mpu/mappings.py | # Copyright (c) 2021, EleutherAI
# This file is based on code by the authors denoted below and has been modified from its original version.
#
# Copyright (c) 2020, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in complian... | 5,182 | 25.854922 | 106 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/megatron/mpu/initialize.py | # Copyright (c) 2021, EleutherAI
# This file is based on code by the authors denoted below and has been modified from its original version.
#
# Copyright (c) 2020, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in complian... | 10,377 | 33.478405 | 106 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/megatron/mpu/cross_entropy.py | # Copyright (c) 2021, EleutherAI
# This file is based on code by the authors denoted below and has been modified from its original version.
#
# Copyright (c) 2020, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in complian... | 4,799 | 39.677966 | 106 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/megatron/mpu/utils.py | # Copyright (c) 2021, EleutherAI
# This file is based on code by the authors denoted below and has been modified from its original version.
#
# Copyright (c) 2020, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in complian... | 3,041 | 34.788235 | 106 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/megatron/mpu/data.py | # Copyright (c) 2020, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | 3,886 | 31.123967 | 85 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/megatron/mpu/layers.py | # Copyright (c) 2021, EleutherAI
# This file is based on code by the authors denoted below and has been modified from its original version.
#
# Copyright (c) 2020, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in complian... | 17,089 | 35.284501 | 154 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/megatron/mpu/random.py | # Copyright (c) 2021, EleutherAI
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writi... | 1,563 | 40.157895 | 116 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/megatron/mpu/__init__.py | # Copyright (c) 2020, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | 2,238 | 39.709091 | 84 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/megatron/fused_kernels/setup.py | from setuptools import setup, find_packages
from torch.utils import cpp_extension
from torch.utils.cpp_extension import BuildExtension, CUDAExtension
from pathlib import Path
import subprocess
def _get_cuda_bare_metal_version(cuda_dir):
raw_output = subprocess.check_output(
[cuda_dir + "/bin/nvcc", "-V"],... | 2,105 | 29.521739 | 78 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/megatron/fused_kernels/__init__.py | # Copyright (c) 2020, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | 1,534 | 33.111111 | 137 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/megatron/fused_kernels/tests/test_fused_kernels.py | import math
import torch
from torch.nn import LayerNorm
from megatron.model.fused_softmax import FusedScaleMaskSoftmax
from megatron.model.gpt2_model import gpt2_attention_mask_func
def test_load_fused_kernels():
try:
import scaled_masked_softmax_cuda
import scaled_upper_triang_masked_softmax_cu... | 9,169 | 29.875421 | 87 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/ubert/modeling_ubert.py | # coding=utf-8
# Copyright 2021 The IDEA Authors. All rights reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
# http://www.apache.org/licenses/LICENSE-2.0
# Unless required by a... | 30,911 | 39.673684 | 160 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/ubert/__init__.py | # coding=utf-8
# Copyright 2021 The IDEA Authors. All rights reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
# http://www.apache.org/licenses/LICENSE-2.0
# Unless required by a... | 685 | 37.111111 | 74 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/uniex/__init__.py | from .modeling_uniex import UniEXPipelines | 42 | 42 | 42 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/uniex/modeling_uniex.py | # coding=utf-8
# Copyright 2021 The IDEA Authors. All rights reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
# http://www.apache.org/licenses/LICENSE-2.0
# Unless required by a... | 96,133 | 46.995007 | 191 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/GAVAE/gans_model.py | import torch
import torch.nn as nn
import torch.nn.functional as F
from torch.utils.data import Dataset, DataLoader
import numpy as np
class MyDataset(Dataset):
def __init__(self, x, y):
self.x = x
self.y = y
self.len = self.x.size(0)
def __getitem__(self, index):
return self... | 14,922 | 29.769072 | 115 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/GAVAE/GAVAEModel.py | # -*- encoding: utf-8 -*-
'''
Copyright 2022 The International Digital Economy Academy (IDEA). CCNL team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.o... | 2,706 | 38.808824 | 96 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/zen2/tokenization.py | # coding=utf-8
# This file is derived from the code at
# https://github.com/huggingface/transformers/blob/master/transformers/tokenization_bert.py
#
# Original copyright notice:
#
# Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the ... | 19,799 | 41.950108 | 179 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/zen2/modeling.py | # coding: utf-8
# Copyright 2019 Sinovation Ventures AI Institute
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by app... | 72,687 | 51.444444 | 187 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/zen2/ngram_utils.py | # coding: utf-8
# Copyright 2019 Sinovation Ventures AI Institute
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by app... | 8,874 | 44.984456 | 142 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/zen2/configuration_zen2.py | # coding=utf-8
# Copyright 2022 IDEA-CCNL and The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.... | 3,783 | 45.716049 | 91 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/zen2/__init__.py | from .configuration_zen2 import ZenConfig
from .modeling import ZenForPreTraining, ZenForTokenClassification, ZenForSequenceClassification, ZenForQuestionAnswering, ZenModel, ZenForMaskedLM
from .tokenization import BertTokenizer, BasicTokenizer, WordpieceTokenizer, _is_whitespace, whitespace_tokenize, convert_to_unico... | 925 | 70.230769 | 174 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/llama/configuration_llama.py | # coding=utf-8
# Copyright 2022 EleutherAI and The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2... | 5,106 | 45.427273 | 118 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/llama/modeling_llama.py | # coding=utf-8
# Copyright 2022 EleutherAI The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#... | 17,756 | 42.736453 | 198 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/deepVAE/latent_connector.py | # coding=utf-8
# Copyright 2022 IDEA-CCNL The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
... | 18,993 | 45.214112 | 144 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/deepVAE/utils.py | # coding=utf-8
# Copyright 2022 IDEA-CCNL The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
... | 5,630 | 40.711111 | 116 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/deepVAE/deep_vae.py | # coding=utf-8
# Copyright 2022 IDEA-CCNL The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
... | 14,648 | 55.559846 | 182 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/deepVAE/configuration_della.py | # coding=utf-8
# Copyright 2022 IDEA-CCNL and The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.... | 5,872 | 43.832061 | 122 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/deepVAE/__init__.py | # coding=utf-8
# Copyright 2022 IDEA-CCNL The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
... | 665 | 40.625 | 74 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/deberta_v2/modeling_deberta_v2.py | # coding=utf-8
# Copyright 2020 Microsoft and the Hugging Face Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless require... | 66,327 | 39.99382 | 127 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/unimc/modeling_unimc.py | # coding=utf-8
# Copyright 2021 The IDEA Authors. All rights reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
# http://www.apache.org/licenses/LICENSE-2.0
# Unless required by a... | 27,338 | 40.360061 | 158 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/unimc/__init__.py | from .modeling_unimc import UniMCPipelines | 42 | 42 | 42 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/PPVAE/utils.py | from torch.utils.data import Dataset
class CustomDataset(Dataset):
def __init__(self, data) -> None:
super().__init__()
self.data = data
def __len__(self):
return len(self.data)
def __getitem__(self, index):
# Get data
d = self.data[index]
return d
class E... | 1,264 | 32.289474 | 94 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/PPVAE/pluginVAE.py | import torch
import torch.nn as nn
import torch.nn.functional as F
from torch.utils.data import DataLoader
from transformers.modeling_utils import PreTrainedModel
from transformers.configuration_utils import PretrainedConfig
from fengshen.models.DAVAE.DAVAEModel import DAVAEModel
from fengshen.models.PPVAE.utils impor... | 6,649 | 35.740331 | 120 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/PPVAE/__init__.py | # coding=utf-8
# Copyright 2022 IDEA-CCNL The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
... | 665 | 40.625 | 74 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/deltalm/modeling_deltalm.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
import copy
import math
import random
import torch
import torch.nn as nn
import torch.utils.checkpoint
from torch.nn import CrossEntropyLoss
from typing import List, Optional, Tuple, Union
from transformers.modeling_utils import PreTrainedModel
from transformers.activati... | 77,342 | 48.834407 | 150 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/deltalm/configuration_deltalm.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
""" deltalm model configuration"""
import warnings
from transformers.configuration_utils import PretrainedConfig
from transformers.utils import logging
logger = logging.get_logger(__name__)
BART_PRETRAINED_CONFIG_ARCHIVE_MAP = {
"IDEA/Deltalm": "https://huggingface.c... | 3,663 | 33.895238 | 118 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/deltalm/tokenizer_deltalm.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
import os
import re
import warnings
from shutil import copyfile
from typing import Any, Dict, List, Optional, Tuple
import sentencepiece as spm
from transformers.tokenization_utils import PreTrainedTokenizer
from transformers.utils import logging
SPIECE_UNDERLINE = "▁"... | 14,738 | 44.490741 | 167 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/transfo_xl_reasoning/generate.py | # encoding=utf-8
from typing import List, Union
import torch
from torch.nn.utils.rnn import pad_sequence
from transformers import T5Tokenizer
from fengshen.models.transfo_xl_reasoning import TransfoXLModel
from fengshen.utils import sample_sequence_batch
def en_to_zh(sentence:str):
en_pun = u",.!?[]()<>\"\"''"
... | 3,642 | 29.107438 | 90 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/models/transfo_xl_reasoning/__init__.py | # encoding=utf-8
from fengshen.models.transfo_xl_denoise.modeling_transfo_xl_denoise import TransfoXLDenoiseModel as TransfoXLModel
from .generate import deduction_generate, abduction_generate | 192 | 63.333333 | 114 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/tokenizer/tokenizer.py | # coding=utf-8
| 15 | 7 | 14 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/tokenizer/sentencepiece/shuffle_corpus.py | import sys
import os
from tqdm import tqdm
sys.path.append('../../')
if __name__ == '__main__':
from data.fs_datasets import load_dataset
dataset = load_dataset('wudao_180g', num_proc=100)
print('dataset loaded', flush=True)
shuffle_ds = dataset['train'].shuffle(seed=42, writer_batch_size=1000)
pr... | 574 | 29.263158 | 78 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/utils/transfo_xl_utils.py | # encoding=utf-8
import torch, math
import torch.nn.functional as F
def top_k_logits(logits, top_k=0, top_p=0.0, filter_value=-float('Inf')):
# This function has been mostly taken from huggingface conversational ai code at
# https://medium.com/huggingface/how-to-build-a-state-of-the-art-conversational-ai-with... | 11,388 | 44.374502 | 147 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/utils/convert_diffusers_to_original_stable_diffusion.py | # coding=utf8
# Script for converting a HF Diffusers saved pipeline to a Stable Diffusion checkpoint.
# *Only* converts the UNet, VAE, and Text Encoder.
# Does not convert optimizer state or any other thing.
import argparse
import os.path as osp
import torch
# =================#
# UNet Conversion #
# ==============... | 8,919 | 36.79661 | 115 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/utils/convert_py_to_npy.py | import argparse
import torch
import glob
import os
import numpy as np
class MMapIndexDataset():
def __init__(self, datapath):
self.idxfp = np.load(datapath + '.npy', mmap_mode='r')
self.binfp = np.memmap(datapath + '.bin', dtype='long', mode='r')
def __len__(self):
return self.idxfp.s... | 1,823 | 32.163636 | 100 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/utils/utils.py | # coding=utf-8
import jieba
import torch
def jieba_tokenize(str):
return jieba.lcut(str)
_UCODE_RANGES = (
("\u3400", "\u4db5"), # CJK Unified Ideographs Extension A, release 3.0
("\u4e00", "\u9fa5"), # CJK Unified Ideographs, release 1.1
("\u9fa6", "\u9fbb"), # CJK Unified Ideographs, release 4.... | 2,431 | 31.426667 | 86 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/utils/make_delta.py | """
Code is modified from https://github.com/lm-sys/FastChat/blob/main/fastchat/model/make_delta.py.
Make the delta weights by subtracting base weights.
Usage:
python3 -m make_delta --base ~/model_weights/llama-13b --target ~/model_weights/ziya-13b --delta ~/model_weights/ziya-13b-delta
"""
import argparse
import to... | 2,132 | 35.775862 | 127 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/utils/universal_checkpoint.py | from pytorch_lightning.callbacks import ModelCheckpoint
import os
class UniversalCheckpoint(ModelCheckpoint):
@staticmethod
def add_argparse_args(parent_args):
parser = parent_args.add_argument_group('universal checkpoint callback')
parser.add_argument('--monitor', default='step', type=str)
... | 2,013 | 46.952381 | 91 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/utils/huggingface_spider.py | from huggingface_hub import HfApi, login, ModelFilter
login()
api = HfApi()
fs_filter = ModelFilter(author='IDEA-CCNL')
models = api.list_models(filter=fs_filter, sort='downloads', direction=-1)
downloads = 0
likes = 0
for model in models:
downloads += model.downloads
likes += model.likes
created_at = api.l... | 452 | 33.846154 | 74 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/utils/convert_tf_checkpoint_to_pytorch.py | """Convert ALBERT checkpoint."""
from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
import argparse
import torch
from transformers import BertConfig, BertForPreTraining, load_tf_weights_in_bert
# from models.transformers.modeling_albert_bright import AlbertCon... | 2,736 | 42.444444 | 118 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/utils/__init__.py | from .universal_checkpoint import UniversalCheckpoint
from .utils import chinese_char_tokenize
from .transfo_xl_utils import top_k_logits, sample_sequence_batch, sample_sequence, get_masks_and_position_ids
__all__ = ['UniversalCheckpoint', 'chinese_char_tokenize', 'top_k_logits', 'sample_sequence_batch', 'sample_sequen... | 355 | 70.2 | 148 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/utils/apply_delta.py | """
Code is modified from https://github.com/lm-sys/FastChat/blob/main/fastchat/model/apply_delta.py
Apply the delta weights on top of a base model.
Usage:
python3 -m fastchat.model.apply_delta --base ~/model_weights/llama-7b --target ~/model_weights/vicuna-7b --delta lmsys/vicuna-7b-delta-v1.1
"""
import argparse
im... | 6,611 | 36.782857 | 139 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/utils/llama_convert/fs_to_hf.py | from transformers.models.llama import LlamaForCausalLM, LlamaTokenizer, LlamaConfig
from fengshen.models.megatron import mpu
from fengshen.models.llama.modeling_llama import LlamaForCausalLM as FengshenLlama
from fengshen.models.llama.configuration_llama import LlamaConfig as FengshenConfig
import argparse
import torch... | 3,811 | 36.009709 | 110 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/utils/llama_convert/convert_fs_llama_tp.py | import argparse
import os
import json
import torch
from fengshen.models.llama.configuration_llama import LlamaConfig
__HF_NORM_PREFIX__ = "llama.final_layer_norm"
__HF_EMBED_IN_KEY__ = "llama.embed_in.word_embeddings.weight"
__HF_EMBED_OUT_KEY__ = "embed_out.final_linear.weight"
__HF_LAYER_PREFIX__ = "llama.layers"
_... | 6,643 | 34.72043 | 92 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/utils/llama_convert/hf_to_fs.py | from transformers.models.llama import LlamaForCausalLM, LlamaTokenizer, LlamaConfig
from fengshen.models.megatron import mpu
from fengshen.models.llama.modeling_llama import LlamaForCausalLM as FengshenLlama
from fengshen.models.llama.configuration_llama import LlamaConfig as FengshenConfig
import argparse
import torch... | 5,921 | 38.218543 | 109 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/utils/llama_convert/merge_lt_mp_to_hf.py | import argparse
import os
import json
import torch
from fengshen_inner.models.llama.configuration_llama import LlamaConfig as FengshenConfig
from fengshen_inner.models.llama.modeling_llama import LlamaForCausalLM as FengshenLlama
from transformers import LlamaConfig, LlamaForCausalLM, LlamaTokenizer
from fengshen_inner... | 6,335 | 37.4 | 125 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/utils/llama_convert/fs_merge_weight.py | from fengshen_inner.models.llama.modeling_llama import LlamaForCausalLM as FengshenLlama
from fengshen_inner.models.llama.configuration_llama import LlamaConfig as FengshenConfig
from fengshen_inner.models.megatron import mpu
import argparse
def merge_data(module):
if hasattr(module, "merge"):
module.merg... | 911 | 28.419355 | 89 | py |
Fengshenbang-LM | Fengshenbang-LM-main/fengshen/data/__init__.py | # coding=utf-8
| 15 | 7 | 14 | py |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.