repo_full_name stringlengths 6 93 | repo_url stringlengths 25 112 | repo_api_url stringclasses 28
values | owner stringclasses 28
values | repo_name stringclasses 28
values | description stringclasses 28
values | stars int64 617 98.8k | forks int64 31 355 ⌀ | watchers int64 990 999 ⌀ | license stringclasses 2
values | default_branch stringclasses 2
values | repo_created_at timestamp[s]date 2012-07-24 23:12:50 2025-06-16 08:07:28 ⌀ | repo_updated_at timestamp[s]date 2026-02-23 15:23:15 2026-05-03 18:52:12 ⌀ | repo_topics listlengths 0 13 ⌀ | repo_languages unknown | is_fork bool 1
class | open_issues int64 3 104 ⌀ | file_path stringlengths 3 208 | file_name stringclasses 509
values | file_extension stringclasses 1
value | file_size_bytes int64 101 84k ⌀ | file_url stringclasses 627
values | file_raw_url stringclasses 627
values | file_sha stringclasses 624
values | language stringclasses 8
values | parsed_at stringdate 2026-05-04 01:12:36 2026-05-04 19:41:55 | text stringlengths 100 102k |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
TinyLLaVA/TinyLLaVA_Factory | https://github.com/TinyLLaVA/TinyLLaVA_Factory | null | null | null | null | 977 | null | null | apache-2.0 | null | null | null | null | null | null | null | tinyllava/data/template/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:47.922625 | import os
from typing import Dict
from .base import *
from ...utils import import_modules
TEMPlATE_FACTORY: Dict[str, Template] = {}
def TemplateFactory(version):
template = TEMPlATE_FACTORY.get(version, None)
assert template, f"{version} is not implmentation"
return template
def register_template(nam... |
TinyLLaVA/TinyLLaVA_Factory | https://github.com/TinyLLaVA/TinyLLaVA_Factory | null | null | null | null | 977 | null | null | apache-2.0 | null | null | null | null | null | null | null | tinyllava/data/template/formatter.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:48.431542 | from abc import ABC, abstractmethod
from dataclasses import dataclass
from typing import Dict, Union, List
SLOT = Union[str, List[str], Dict[str, str]]
@dataclass
class Formatter(ABC):
slot: SLOT = ""
@abstractmethod
def apply(self, **kwargs) -> SLOT: ...
@dataclass
class EmptyFormatter(Formatter):
... |
TinyLLaVA/TinyLLaVA_Factory | https://github.com/TinyLLaVA/TinyLLaVA_Factory | null | null | null | null | 977 | null | null | apache-2.0 | null | null | null | null | null | null | null | tinyllava/data/template/phi_template.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:48.457702 | from dataclasses import dataclass
from typing import TYPE_CHECKING, Dict, List, Optional, Sequence, Tuple, Union
from .formatter import EmptyFormatter, StringFormatter
from .base import Template
from .formatter import Formatter
from . import register_template
from transformers import PreTrainedTokenizer
import torch
... |
TinyLLaVA/TinyLLaVA_Factory | https://github.com/TinyLLaVA/TinyLLaVA_Factory | null | null | null | null | 977 | null | null | apache-2.0 | null | null | null | null | null | null | null | tinyllava/data/template/pretrain_template.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:48.458816 | from dataclasses import dataclass
from typing import TYPE_CHECKING, Dict, List, Optional, Sequence, Tuple, Union
import copy
from .formatter import EmptyFormatter, StringFormatter
from .base import Template
from .formatter import Formatter
from ...utils.constants import *
from . import register_template
from transfor... |
TinyLLaVA/TinyLLaVA_Factory | https://github.com/TinyLLaVA/TinyLLaVA_Factory | null | null | null | null | 977 | null | null | apache-2.0 | null | null | null | null | null | null | null | tinyllava/data/template/qwen2_instruct_template.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:48.476547 | from dataclasses import dataclass
from typing import TYPE_CHECKING, Dict, List, Optional, Sequence, Tuple, Union
from .formatter import EmptyFormatter, StringFormatter
from .base import Template
from .formatter import Formatter
from . import register_template
from transformers import PreTrainedTokenizer
import torch
... |
TinyLLaVA/TinyLLaVA_Factory | https://github.com/TinyLLaVA/TinyLLaVA_Factory | null | null | null | null | 977 | null | null | apache-2.0 | null | null | null | null | null | null | null | tinyllava/data/template/qwen2_base_template.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:48.478308 | from dataclasses import dataclass
from typing import TYPE_CHECKING, Dict, List, Optional, Sequence, Tuple, Union
from .formatter import EmptyFormatter, StringFormatter
from .base import Template
from .formatter import Formatter
from . import register_template
from transformers import PreTrainedTokenizer
import torch
... |
TinyLLaVA/TinyLLaVA_Factory | https://github.com/TinyLLaVA/TinyLLaVA_Factory | null | null | null | null | 977 | null | null | apache-2.0 | null | null | null | null | null | null | null | tinyllava/data/text_preprocess.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:48.519838 | from typing import Any
from .template import TemplateFactory
class TextPreprocess:
def __init__(self, tokenizer, version):
self.tokenizer = tokenizer
self.template = TemplateFactory(version)()
def __call__(self, messages, mode='train'):
return self.template.encode(messages, self.... |
TinyLLaVA/TinyLLaVA_Factory | https://github.com/TinyLLaVA/TinyLLaVA_Factory | null | null | null | null | 977 | null | null | apache-2.0 | null | null | null | null | null | null | null | tinyllava/eval/eval_pope.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:48.520405 | import os
import json
import argparse
def eval_pope(answers, label_file):
label_list = [json.loads(q)['label'] for q in open(label_file, 'r')]
for answer in answers:
text = answer['text']
# Only keep the first sentence
if text.find('.') != -1:
text = text.split('.')[0]
... |
TinyLLaVA/TinyLLaVA_Factory | https://github.com/TinyLLaVA/TinyLLaVA_Factory | null | null | null | null | 977 | null | null | apache-2.0 | null | null | null | null | null | null | null | tinyllava/data/template/llama_template.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:48.543133 | from dataclasses import dataclass
from typing import TYPE_CHECKING, Dict, List, Optional, Sequence, Tuple, Union
from packaging import version
from .formatter import EmptyFormatter, StringFormatter
from .base import Template
from .formatter import Formatter
from . import register_template
from ...utils.constants impor... |
TinyLLaVA/TinyLLaVA_Factory | https://github.com/TinyLLaVA/TinyLLaVA_Factory | null | null | null | null | 977 | null | null | apache-2.0 | null | null | null | null | null | null | null | tinyllava/data/template/gemma_template.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:48.554895 | from dataclasses import dataclass
from typing import TYPE_CHECKING, Dict, List, Optional, Sequence, Tuple, Union
from packaging import version
from .formatter import EmptyFormatter, StringFormatter
from .base import Template
from .formatter import Formatter
from . import register_template
from ...utils.constants impor... |
TinyLLaVA/TinyLLaVA_Factory | https://github.com/TinyLLaVA/TinyLLaVA_Factory | null | null | null | null | 977 | null | null | apache-2.0 | null | null | null | null | null | null | null | tinyllava/eval/m4c_evaluator.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:49.058304 | # Copyright (c) Facebook, Inc. and its affiliates.
import re
from tqdm import tqdm
class EvalAIAnswerProcessor:
"""
Processes an answer similar to Eval AI
copied from
https://github.com/facebookresearch/mmf/blob/c46b3b3391275b4181567db80943473a89ab98ab/pythia/tasks/processors.py#L897
"""
... |
TinyLLaVA/TinyLLaVA_Factory | https://github.com/TinyLLaVA/TinyLLaVA_Factory | null | null | null | null | 977 | null | null | apache-2.0 | null | null | null | null | null | null | null | tinyllava/eval/eval_textvqa.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:49.065562 | import os
import argparse
import json
import re
from tinyllava.eval.m4c_evaluator import TextVQAAccuracyEvaluator
def get_args():
parser = argparse.ArgumentParser()
parser.add_argument('--annotation-file', type=str)
parser.add_argument('--result-file', type=str)
parser.add_argument('--result-dir', ty... |
TinyLLaVA/TinyLLaVA_Factory | https://github.com/TinyLLaVA/TinyLLaVA_Factory | null | null | null | null | 977 | null | null | apache-2.0 | null | null | null | null | null | null | null | tinyllava/eval/eval_science_qa.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:49.066832 | import argparse
import json
import os
import re
import random
def get_args():
parser = argparse.ArgumentParser()
parser.add_argument('--base-dir', type=str)
parser.add_argument('--result-file', type=str)
parser.add_argument('--output-file', type=str)
parser.add_argument('--output-result', type=str... |
TinyLLaVA/TinyLLaVA_Factory | https://github.com/TinyLLaVA/TinyLLaVA_Factory | null | null | null | null | 977 | null | null | apache-2.0 | null | null | null | null | null | null | null | tinyllava/eval/model_vqa.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:49.072518 | import argparse
import torch
import os
import json
from tqdm import tqdm
import shortuuid
from tinyllava.utils import *
from tinyllava.data import *
from tinyllava.model import *
from PIL import Image
import math
def split_list(lst, n):
"""Split a list into n (roughly) equal-sized chunks"""
chunk_size = mat... |
TinyLLaVA/TinyLLaVA_Factory | https://github.com/TinyLLaVA/TinyLLaVA_Factory | null | null | null | null | 977 | null | null | apache-2.0 | null | null | null | null | null | null | null | tinyllava/eval/model_vqa_loader.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:49.114802 | import argparse
import time
import torch
import os
import json
from tqdm import tqdm
import shortuuid
from tinyllava.utils import *
from tinyllava.data import *
from tinyllava.model import *
from torch.utils.data import Dataset, DataLoader
from PIL import Image
import math
def split_list(lst, n):
"""Split a l... |
TinyLLaVA/TinyLLaVA_Factory | https://github.com/TinyLLaVA/TinyLLaVA_Factory | null | null | null | null | 977 | null | null | apache-2.0 | null | null | null | null | null | null | null | tinyllava/eval/model_vqa_pope.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:49.123433 | import argparse
import time
import torch
import os
import json
from tqdm import tqdm
import shortuuid
from tinyllava.utils import *
from tinyllava.data import *
from tinyllava.model import *
from torch.utils.data import Dataset, DataLoader
from PIL import Image
import math
def split_list(lst, n):
"""Split a l... |
TinyLLaVA/TinyLLaVA_Factory | https://github.com/TinyLLaVA/TinyLLaVA_Factory | null | null | null | null | 977 | null | null | apache-2.0 | null | null | null | null | null | null | null | tinyllava/eval/model_vqa_science.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:49.124669 | import argparse
import torch
import os
import json
from tqdm import tqdm
import shortuuid
from tinyllava.utils import *
from tinyllava.data import *
from tinyllava.model import *
from PIL import Image
import math
def split_list(lst, n):
"""Split a list into n (roughly) equal-sized chunks"""
chunk_size = mat... |
TinyLLaVA/TinyLLaVA_Factory | https://github.com/TinyLLaVA/TinyLLaVA_Factory | null | null | null | null | 977 | null | null | apache-2.0 | null | null | null | null | null | null | null | tinyllava/eval/model_vqa_mmmu.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:49.152849 | import argparse
import torch
import os
import json
import random
import numpy as np
from tqdm import tqdm
import shortuuid
from tinyllava.utils import *
from tinyllava.data import *
from tinyllava.model import *
from PIL import Image
import math
def split_list(lst, n):
"""Split a list into n (roughly) equal-siz... |
TinyLLaVA/TinyLLaVA_Factory | https://github.com/TinyLLaVA/TinyLLaVA_Factory | null | null | null | null | 977 | null | null | apache-2.0 | null | null | null | null | null | null | null | tinyllava/eval/run_tiny_llava.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:49.170520 | import argparse
import re
import requests
from PIL import Image
from io import BytesIO
import torch
from transformers import PreTrainedModel
from tinyllava.utils import *
from tinyllava.data import *
from tinyllava.model import *
def image_parser(args):
out = args.image_file.split(args.sep)
return out
def... |
TinyLLaVA/TinyLLaVA_Factory | https://github.com/TinyLLaVA/TinyLLaVA_Factory | null | null | null | null | 977 | null | null | apache-2.0 | null | null | null | null | null | null | null | tinyllava/model/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:49.182220 | from .llm import *
from .connector import *
from .vision_tower import *
from .configuration_tinyllava import *
from .modeling_tinyllava import *
from .convert_legecy_weights_to_tinyllavafactory import *
from .load_model import *
|
TinyLLaVA/TinyLLaVA_Factory | https://github.com/TinyLLaVA/TinyLLaVA_Factory | null | null | null | null | 977 | null | null | apache-2.0 | null | null | null | null | null | null | null | tinyllava/model/configuration_tinyllava.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:49.647529 | from transformers import PretrainedConfig, LlavaConfig
from transformers import CONFIG_MAPPING
from transformers import AutoConfig
from tinyllava.utils.constants import *
class TinyLlavaConfig(PretrainedConfig):
model_type = "tinyllava"
def __init__(
self,
llm_model_name_or_path = '',
... |
TinyLLaVA/TinyLLaVA_Factory | https://github.com/TinyLLaVA/TinyLLaVA_Factory | null | null | null | null | 977 | null | null | apache-2.0 | null | null | null | null | null | null | null | tinyllava/model/connector/identity.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:49.675332 | import torch.nn as nn
from . import register_connector
from .base import Connector
@register_connector('identity')
class IdentityConnector(Connector):
def __init__(self, config=None):
super().__init__()
self._connector = nn.Identity()
|
TinyLLaVA/TinyLLaVA_Factory | https://github.com/TinyLLaVA/TinyLLaVA_Factory | null | null | null | null | 977 | null | null | apache-2.0 | null | null | null | null | null | null | null | tinyllava/model/connector/base.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:49.686023 | import os
import torch
import torch.nn as nn
class Connector(nn.Module):
def __init__(self, config=None):
super().__init__()
self._connector = None
def load_model(self, **kwargs):
pretrained_connector_path = kwargs.get('pretrained_connector_path', None)
if pretrained_connecto... |
TinyLLaVA/TinyLLaVA_Factory | https://github.com/TinyLLaVA/TinyLLaVA_Factory | null | null | null | null | 977 | null | null | apache-2.0 | null | null | null | null | null | null | null | tinyllava/model/connector/mlp.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:49.686575 | import re
import torch.nn as nn
from . import register_connector
from .base import Connector
ACT_TYPE = {
'relu': nn.ReLU,
'gelu': nn.GELU
}
@register_connector('mlp')
class MLPConnector(Connector):
def __init__(self, config):
super().__init__()
mlp_gelu_match = ... |
TinyLLaVA/TinyLLaVA_Factory | https://github.com/TinyLLaVA/TinyLLaVA_Factory | null | null | null | null | 977 | null | null | apache-2.0 | null | null | null | null | null | null | null | tinyllava/model/connector/linear.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:49.744373 | import torch.nn as nn
from . import register_connector
from .base import Connector
@register_connector('linear')
class LinearConnector(Connector):
def __init__(self, config):
super().__init__()
self._connector = nn.Linear(config.vision_hidden_size, config.hidden_size)
... |
TinyLLaVA/TinyLLaVA_Factory | https://github.com/TinyLLaVA/TinyLLaVA_Factory | null | null | null | null | 977 | null | null | apache-2.0 | null | null | null | null | null | null | null | tinyllava/model/connector/qformer.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:49.748983 |
import torch
import torch.nn as nn
from transformers.models.bert.configuration_bert import BertConfig
from . import register_connector
from .base import Connector
class QFormer(nn.Module):
def __init__(self, config):
super().__init__()
bert_config = BertConfig.from_pretrained('google-bert/ber... |
TinyLLaVA/TinyLLaVA_Factory | https://github.com/TinyLLaVA/TinyLLaVA_Factory | null | null | null | null | 977 | null | null | apache-2.0 | null | null | null | null | null | null | null | tinyllava/model/connector/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:49.778621 | import os
from ...utils import import_modules
CONNECTOR_FACTORY = {}
def ConnectorFactory(connector_name):
model = None
for name in CONNECTOR_FACTORY.keys():
if name.lower() in connector_name.lower():
model = CONNECTOR_FACTORY[name]
assert model, f"{connector_name} is not registered"... |
TinyLLaVA/TinyLLaVA_Factory | https://github.com/TinyLLaVA/TinyLLaVA_Factory | null | null | null | null | 977 | null | null | apache-2.0 | null | null | null | null | null | null | null | tinyllava/model/connector/resampler.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:49.779486 | import torch
import torch.nn as nn
from . import register_connector
from .base import Connector
import torch
from einops import rearrange, repeat
from einops_exts import rearrange_many
from torch import einsum
class PerceiverResampler(nn.Module):
def __init__(self, config):
super().__init__()
dim... |
TinyLLaVA/TinyLLaVA_Factory | https://github.com/TinyLLaVA/TinyLLaVA_Factory | null | null | null | null | 977 | null | null | apache-2.0 | null | null | null | null | null | null | null | tinyllava/model/convert_legecy_weights_to_tinyllavafactory.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:49.887127 | import os
import json
from huggingface_hub import hf_hub_download
import torch
from safetensors import safe_open
from .modeling_tinyllava import TinyLlavaForConditionalGeneration
from .configuration_tinyllava import TinyLlavaConfig
KEYS_TO_MODIFY_MAPPING = {
"model.vision_tower.vision_tower": "vision_tower._visi... |
TinyLLaVA/TinyLLaVA_Factory | https://github.com/TinyLLaVA/TinyLLaVA_Factory | null | null | null | null | 977 | null | null | apache-2.0 | null | null | null | null | null | null | null | tinyllava/model/connector/mof_mlp.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:49.999118 | import torch
import torch.nn as nn
from . import register_connector
from .base import Connector
class MoFMLP(nn.Module):
def __init__(self, config):
super().__init__()
modules_clip = [nn.Linear(config.vision_hidden_size, config.hidden_size),
nn.GELU(),
... |
TinyLLaVA/TinyLLaVA_Factory | https://github.com/TinyLLaVA/TinyLLaVA_Factory | null | null | null | null | 977 | null | null | apache-2.0 | null | null | null | null | null | null | null | tinyllava/model/llm/gemma.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:50.328585 | from transformers import GemmaForCausalLM, AutoTokenizer
from . import register_llm
@register_llm('gemma')
def return_gemmaclass():
def tokenizer_and_post_load(tokenizer):
tokenizer.pad_token = tokenizer.unk_token
return tokenizer
return (GemmaForCausalLM, (AutoTokenizer, tokenizer_and_post_lo... |
TinyLLaVA/TinyLLaVA_Factory | https://github.com/TinyLLaVA/TinyLLaVA_Factory | null | null | null | null | 977 | null | null | apache-2.0 | null | null | null | null | null | null | null | tinyllava/model/llm/stablelm.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:50.341198 | from transformers import StableLmForCausalLM, AutoTokenizer
from . import register_llm
@register_llm('stablelm')
def return_phiclass():
def tokenizer_and_post_load(tokenizer):
return tokenizer
return (StableLmForCausalLM, (AutoTokenizer, tokenizer_and_post_load))
|
TinyLLaVA/TinyLLaVA_Factory | https://github.com/TinyLLaVA/TinyLLaVA_Factory | null | null | null | null | 977 | null | null | apache-2.0 | null | null | null | null | null | null | null | tinyllava/model/llm/phi.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:50.341797 | from transformers import PhiForCausalLM, AutoTokenizer
from . import register_llm
@register_llm('phi')
def return_phiclass():
def tokenizer_and_post_load(tokenizer):
tokenizer.pad_token = tokenizer.unk_token
return tokenizer
return (PhiForCausalLM, (AutoTokenizer, tokenizer_and_post_load))
|
TinyLLaVA/TinyLLaVA_Factory | https://github.com/TinyLLaVA/TinyLLaVA_Factory | null | null | null | null | 977 | null | null | apache-2.0 | null | null | null | null | null | null | null | tinyllava/model/llm/qwen2.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:50.370580 | from transformers import Qwen2ForCausalLM, AutoTokenizer
from . import register_llm
@register_llm('qwen2')
def return_qwen2class():
def tokenizer_and_post_load(tokenizer):
tokenizer.unk_token = tokenizer.pad_token
# tokenizer.pad_token = tokenizer.unk_token
return tokenizer
return Qwen2... |
TinyLLaVA/TinyLLaVA_Factory | https://github.com/TinyLLaVA/TinyLLaVA_Factory | null | null | null | null | 977 | null | null | apache-2.0 | null | null | null | null | null | null | null | tinyllava/model/llm/tinyllama.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:50.371258 | from transformers import LlamaForCausalLM, AutoTokenizer
from . import register_llm
@register_llm('tinyllama')
def return_tinyllamaclass():
def tokenizer_and_post_load(tokenizer):
tokenizer.pad_token = tokenizer.unk_token
return tokenizer
return LlamaForCausalLM, (AutoTokenizer, tokenizer_and_... |
TinyLLaVA/TinyLLaVA_Factory | https://github.com/TinyLLaVA/TinyLLaVA_Factory | null | null | null | null | 977 | null | null | apache-2.0 | null | null | null | null | null | null | null | tinyllava/model/llm/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:50.385629 | import os
from ...utils import import_modules
LLM_FACTORY = {}
def LLMFactory(model_name_or_path):
model, tokenizer_and_post_load = None, None
for name in LLM_FACTORY.keys():
if name in model_name_or_path.lower():
model, tokenizer_and_post_load = LLM_FACTORY[name]()
assert model, f"{... |
TinyLLaVA/TinyLLaVA_Factory | https://github.com/TinyLLaVA/TinyLLaVA_Factory | null | null | null | null | 977 | null | null | apache-2.0 | null | null | null | null | null | null | null | tinyllava/model/load_model.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:50.386143 | import os
import torch
from collections import OrderedDict
from transformers import AutoTokenizer, AutoModelForCausalLM, AutoConfig, BitsAndBytesConfig
from .modeling_tinyllava import TinyLlavaForConditionalGeneration
from .configuration_tinyllava import TinyLlavaConfig
def load_base_ckp_for_lora(ckp_path):
ckp ... |
TinyLLaVA/TinyLLaVA_Factory | https://github.com/TinyLLaVA/TinyLLaVA_Factory | null | null | null | null | 977 | null | null | apache-2.0 | null | null | null | null | null | null | null | tinyllava/model/modeling_tinyllava.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:50.482595 | from dataclasses import dataclass
from typing import List, Optional, Tuple, Union
import ast
import torch
import torch.utils.checkpoint
from torch import nn
from transformers import PreTrainedModel
from transformers.modeling_outputs import CausalLMOutputWithPast
from transformers.generation.utils import GenerateOutpu... |
TinyLLaVA/TinyLLaVA_Factory | https://github.com/TinyLLaVA/TinyLLaVA_Factory | null | null | null | null | 977 | null | null | apache-2.0 | null | null | null | null | null | null | null | tinyllava/model/llm/openelm.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:50.542549 | #
# For licensing see accompanying LICENSE file.
# Copyright (C) 2024 Apple Inc. All Rights Reserved.
#
from typing import List, Optional, Tuple, Union
import torch
import torch.utils.checkpoint
from torch import Tensor, nn
from torch.nn import CrossEntropyLoss
from torch.nn import functional as F
from transformers i... |
TinyLLaVA/TinyLLaVA_Factory | https://github.com/TinyLLaVA/TinyLLaVA_Factory | null | null | null | null | 977 | null | null | apache-2.0 | null | null | null | null | null | null | null | tinyllava/model/vision_tower/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:50.595808 | import os
from ...utils import import_modules
VISION_TOWER_FACTORY = {}
def VisionTowerFactory(vision_tower_name):
vision_tower_name = vision_tower_name.split(':')[0]
model = None
for name in VISION_TOWER_FACTORY.keys():
if name.lower() in vision_tower_name.lower():
model = VISION_TO... |
mopidy/mopidy-spotify | https://github.com/mopidy/mopidy-spotify | null | null | null | null | 976 | null | null | apache-2.0 | null | null | null | null | null | null | null | src/mopidy_spotify/commands.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:52.940201 | import logging
import os
from pathlib import Path
import cyclopts
from mopidy.config import Config
from mopidy_spotify import Extension
logger = logging.getLogger(__name__)
app = cyclopts.App(help="Spotify extension commands.")
@app.command(help="Logout from Spotify account.")
def logout() -> None:
config = ... |
mopidy/mopidy-spotify | https://github.com/mopidy/mopidy-spotify | null | null | null | null | 976 | null | null | apache-2.0 | null | null | null | null | null | null | null | src/mopidy_spotify/browse.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:52.946040 | from __future__ import annotations
import logging
from typing import TYPE_CHECKING, Any
from mopidy.models import Ref
from mopidy.types import Uri
from mopidy_spotify import playlists, translator
from mopidy_spotify.utils import flatten
from mopidy_spotify.web import WebLink
if TYPE_CHECKING:
from collections.a... |
mopidy/mopidy-spotify | https://github.com/mopidy/mopidy-spotify | null | null | null | null | 976 | null | null | apache-2.0 | null | null | null | null | null | null | null | src/mopidy_spotify/distinct.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:52.947307 | from __future__ import annotations
import logging
from typing import TYPE_CHECKING
from mopidy_spotify import search
if TYPE_CHECKING:
from collections.abc import Generator
from mopidy.models import SearchResult, Track
from mopidy.types import DistinctField, Query, SearchField
from mopidy_spotify.p... |
mopidy/mopidy-spotify | https://github.com/mopidy/mopidy-spotify | null | null | null | null | 976 | null | null | apache-2.0 | null | null | null | null | null | null | null | src/mopidy_spotify/images.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:52.962841 | from __future__ import annotations
import logging
from typing import TYPE_CHECKING
from mopidy_spotify.browse import BROWSE_DIR_URIS
from mopidy_spotify.translator import web_to_image
from mopidy_spotify.utils import group_by_type
from mopidy_spotify.web import LinkType, WebLink
if TYPE_CHECKING:
from collection... |
mopidy/mopidy-spotify | https://github.com/mopidy/mopidy-spotify | null | null | null | null | 976 | null | null | apache-2.0 | null | null | null | null | null | null | null | src/mopidy_spotify/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:52.969694 | import pathlib
from importlib.metadata import version
from typing import override
import cyclopts
from mopidy import config, ext
__version__ = version("mopidy-spotify")
class Extension(ext.Extension):
dist_name = "mopidy-spotify"
ext_name = "spotify"
version = __version__
@override
def get_defa... |
mopidy/mopidy-spotify | https://github.com/mopidy/mopidy-spotify | null | null | null | null | 976 | null | null | apache-2.0 | null | null | null | null | null | null | null | src/mopidy_spotify/library.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:52.971050 | from __future__ import annotations
import logging
from typing import TYPE_CHECKING, cast, override
from mopidy import backend
from mopidy_spotify import browse, distinct, images, lookup, search
if TYPE_CHECKING:
from collections.abc import Iterable
from mopidy.models import Image, Ref, SearchResult, Track
... |
mopidy/mopidy-spotify | https://github.com/mopidy/mopidy-spotify | null | null | null | null | 976 | null | null | apache-2.0 | null | null | null | null | null | null | null | src/mopidy_spotify/search.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:53.001389 | from __future__ import annotations
import logging
import urllib.parse
from typing import TYPE_CHECKING
from mopidy.models import SearchResult
from mopidy.types import Uri
from mopidy_spotify import lookup, translator
if TYPE_CHECKING:
from collections.abc import Iterable
from mopidy.types import Query, Sea... |
mopidy/mopidy-spotify | https://github.com/mopidy/mopidy-spotify | null | null | null | null | 976 | null | null | apache-2.0 | null | null | null | null | null | null | null | src/mopidy_spotify/playlists.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:53.052161 | from __future__ import annotations
import logging
import threading
from typing import TYPE_CHECKING, Literal, overload, override
from mopidy import backend
from mopidy.core import CoreListener
from mopidy_spotify import translator, utils
if TYPE_CHECKING:
from collections.abc import Iterable
from mopidy.mo... |
mopidy/mopidy-spotify | https://github.com/mopidy/mopidy-spotify | null | null | null | null | 976 | null | null | apache-2.0 | null | null | null | null | null | null | null | src/mopidy_spotify/backend.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:53.070028 | from __future__ import annotations
from typing import TYPE_CHECKING, Any, ClassVar, cast, override
import pykka
from mopidy import backend
from mopidy.types import UriScheme
from mopidy_spotify import Extension, library, playlists, web
if TYPE_CHECKING:
from mopidy.audio import AudioProxy
from mopidy.config... |
mopidy/mopidy-spotify | https://github.com/mopidy/mopidy-spotify | null | null | null | null | 976 | null | null | apache-2.0 | null | null | null | null | null | null | null | src/mopidy_spotify/lookup.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:53.099997 | from __future__ import annotations
import logging
from typing import TYPE_CHECKING
from mopidy import models
from mopidy.models import Track
from mopidy.types import Uri
from mopidy_spotify import browse, playlists, translator
from mopidy_spotify.utils import group_by_type
from mopidy_spotify.web import LinkType, We... |
mopidy/mopidy-spotify | https://github.com/mopidy/mopidy-spotify | null | null | null | null | 976 | null | null | apache-2.0 | null | null | null | null | null | null | null | src/mopidy_spotify/translator.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:53.544294 | from __future__ import annotations
import logging
from typing import TYPE_CHECKING, Any, Literal, overload
from mopidy.models import Album, Artist, Image, Playlist, Ref, Track
from mopidy.types import DurationMs, Uri
if TYPE_CHECKING:
from collections.abc import Generator, Iterable, Mapping
from mopidy.type... |
mopidy/mopidy-spotify | https://github.com/mopidy/mopidy-spotify | null | null | null | null | 976 | null | null | apache-2.0 | null | null | null | null | null | null | null | src/mopidy_spotify/utils.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:53.545782 | from __future__ import annotations
import contextlib
import itertools
import logging
import operator
import time
from typing import TYPE_CHECKING
import requests
from mopidy import httpclient
from mopidy_spotify import Extension, __version__
if TYPE_CHECKING:
from collections.abc import Generator, Iterable
... |
mopidy/mopidy-spotify | https://github.com/mopidy/mopidy-spotify | null | null | null | null | 976 | null | null | apache-2.0 | null | null | null | null | null | null | null | src/mopidy_spotify/types.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:53.570916 | from typing import TypedDict
class SpotifyConfig(TypedDict):
enabled: bool
client_id: str
client_secret: str
bitrate: int
volume_normalization: bool
timeout: int
allow_cache: bool
cache_size: int
allow_playlists: bool
search_album_count: int
search_artist_count: int
sea... |
mopidy/mopidy-spotify | https://github.com/mopidy/mopidy-spotify | null | null | null | null | 976 | null | null | apache-2.0 | null | null | null | null | null | null | null | tests/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:53.572640 | import threading
from types import TracebackType
class ThreadJoiner:
def __init__(self, timeout: int = 1):
self.timeout = timeout
def __enter__(self):
self.before = set(threading.enumerate())
def __exit__(
self,
exc_type: type[BaseException] | None,
exc_val: BaseE... |
mopidy/mopidy-spotify | https://github.com/mopidy/mopidy-spotify | null | null | null | null | 976 | null | null | apache-2.0 | null | null | null | null | null | null | null | tests/test_backend.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:53.577739 | from typing import Any
from unittest import mock, skip
import pytest
from mopidy import backend as backend_api
from mopidy_spotify import backend, playlists
from mopidy_spotify.backend import SpotifyPlaybackProvider
from mopidy_spotify.library import SpotifyLibraryProvider
from tests import ThreadJoiner
def get_bac... |
mopidy/mopidy-spotify | https://github.com/mopidy/mopidy-spotify | null | null | null | null | 976 | null | null | apache-2.0 | null | null | null | null | null | null | null | src/mopidy_spotify/web.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:53.579620 | from __future__ import annotations
import copy
import itertools
import logging
import os
import re
import threading
import time
import urllib.parse
from dataclasses import dataclass
from datetime import UTC, datetime
from email.utils import parsedate_to_datetime
from enum import StrEnum, auto, unique
from http import ... |
mopidy/mopidy-spotify | https://github.com/mopidy/mopidy-spotify | null | null | null | null | 976 | null | null | apache-2.0 | null | null | null | null | null | null | null | tests/test_browse.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:53.635241 | from typing import Any
from unittest import mock
import pytest
from mopidy.models import Ref
from mopidy.types import Uri
from mopidy_spotify.browse import BROWSE_DIR_URIS
from mopidy_spotify.library import SpotifyLibraryProvider
def test_has_a_root_directory(provider: SpotifyLibraryProvider):
assert provider.r... |
mopidy/mopidy-spotify | https://github.com/mopidy/mopidy-spotify | null | null | null | null | 976 | null | null | apache-2.0 | null | null | null | null | null | null | null | tests/test_commands.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:53.655869 | from pathlib import Path
from mopidy.config import Config
from mopidy_spotify import Extension
from mopidy_spotify.commands import logout
def test_logout_command(tmp_path: Path):
config = Config({"core": {"data_dir": tmp_path}})
Config.set_global(config)
credentials_dir = Extension().get_credentials_di... |
mopidy/mopidy-spotify | https://github.com/mopidy/mopidy-spotify | null | null | null | null | 976 | null | null | apache-2.0 | null | null | null | null | null | null | null | tests/conftest.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:53.682293 | from pathlib import Path
from typing import Any
from unittest import mock
import pytest
from mopidy import backend as backend_api
from mopidy.models import Album, Artist
from mopidy.types import Uri
from mopidy_spotify import backend, utils, web
from mopidy_spotify.library import SpotifyLibraryProvider
@pytest.fixt... |
mopidy/mopidy-spotify | https://github.com/mopidy/mopidy-spotify | null | null | null | null | 976 | null | null | apache-2.0 | null | null | null | null | null | null | null | tests/test_distinct.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:53.684434 | from typing import Any
from unittest import mock
import pytest
from mopidy.models import Album, Artist, SearchResult
from mopidy_spotify import distinct, playlists, search
from mopidy_spotify.library import SpotifyLibraryProvider
@pytest.fixture
def web_client_mock_with_playlists(
web_client_mock: mock.MagicMoc... |
mopidy/mopidy-spotify | https://github.com/mopidy/mopidy-spotify | null | null | null | null | 976 | null | null | apache-2.0 | null | null | null | null | null | null | null | tests/test_extension.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:54.094580 | from pathlib import Path
from unittest import mock
from mopidy_spotify import Extension
from mopidy_spotify import backend as backend_lib
def test_get_default_config() -> None:
ext = Extension()
config = ext.get_default_config()
assert "[spotify]" in config
assert "enabled = true" in config
def t... |
mopidy/mopidy-spotify | https://github.com/mopidy/mopidy-spotify | null | null | null | null | 976 | null | null | apache-2.0 | null | null | null | null | null | null | null | tests/test_images.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:54.132470 | from unittest import mock
import pytest
from mopidy.models import Image
from mopidy.types import Uri
from mopidy_spotify import images
from mopidy_spotify.library import SpotifyLibraryProvider
from mopidy_spotify.web import LinkType, WebLink
@pytest.fixture
def img_provider(
provider: SpotifyLibraryProvider,
) ... |
mopidy/mopidy-spotify | https://github.com/mopidy/mopidy-spotify | null | null | null | null | 976 | null | null | apache-2.0 | null | null | null | null | null | null | null | tests/test_lookup.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:54.150678 | import copy
from typing import Any
from unittest import mock
import pytest
from mopidy.types import Uri
from mopidy_spotify import lookup, web
from mopidy_spotify.library import SpotifyLibraryProvider
@pytest.fixture(autouse=True)
def clear_cache():
return lookup._cache.clear()
@pytest.mark.parametrize(
"... |
mopidy/mopidy-spotify | https://github.com/mopidy/mopidy-spotify | null | null | null | null | 976 | null | null | apache-2.0 | null | null | null | null | null | null | null | tests/test_playback.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:54.152387 | from typing import Any
from unittest import mock
import pytest
from mopidy import audio
from mopidy import backend as backend_api
from mopidy_spotify import backend, web
@pytest.fixture
def audio_mock() -> mock.Mock:
return mock.Mock(spec=audio.Audio)
@pytest.fixture
def backend_mock(config: dict[str, Any]) -... |
mopidy/mopidy-spotify | https://github.com/mopidy/mopidy-spotify | null | null | null | null | 976 | null | null | apache-2.0 | null | null | null | null | null | null | null | tests/test_playlists.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:54.155099 | import logging
from typing import Any
from unittest import mock
import pytest
from mopidy import backend as backend_api
from mopidy.core import CoreListener
from mopidy.models import Ref
from mopidy.types import Uri
from mopidy_spotify import playlists
from tests import ThreadJoiner
@pytest.fixture
def web_client_m... |
mopidy/mopidy-spotify | https://github.com/mopidy/mopidy-spotify | null | null | null | null | 976 | null | null | apache-2.0 | null | null | null | null | null | null | null | tests/test_search.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:54.207769 | from typing import Any
from unittest import mock
import pytest
from mopidy.models import SearchResult
from mopidy_spotify import lookup, search, translator
from mopidy_spotify.library import SpotifyLibraryProvider
def test_search_with_no_query_returns_nothing(
provider: SpotifyLibraryProvider, caplog: pytest.Lo... |
mopidy/mopidy-spotify | https://github.com/mopidy/mopidy-spotify | null | null | null | null | 976 | null | null | apache-2.0 | null | null | null | null | null | null | null | tests/test_utils.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:54.215061 | import re
from unittest import mock
import pytest
from mopidy_spotify import utils
def test_time_logger(caplog: pytest.LogCaptureFixture):
with utils.time_logger("task"):
pass
assert re.match(r".*task took \d+ms.*", caplog.text)
def test_group_by_type():
mocks = [mock.Mock(type=i % 3) for i i... |
mopidy/mopidy-spotify | https://github.com/mopidy/mopidy-spotify | null | null | null | null | 976 | null | null | apache-2.0 | null | null | null | null | null | null | null | tests/test_web.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:54.264053 | import urllib
from datetime import UTC, datetime
from typing import Any
from unittest import mock
import pytest
import requests
import responses
from mopidy.types import Uri
from responses import matchers
import mopidy_spotify
from mopidy_spotify import web
@pytest.fixture
def oauth_client(config: dict[str, Any]) -... |
mopidy/mopidy-spotify | https://github.com/mopidy/mopidy-spotify | null | null | null | null | 976 | null | null | apache-2.0 | null | null | null | null | null | null | null | tests/test_translator.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:54.300359 | from typing import Any
from unittest import mock
from unittest.mock import patch, sentinel
import pytest
from mopidy.models import Album, Artist, Image, Ref
from mopidy.types import Uri
from mopidy_spotify import translator
class TestWebToArtistRef:
@pytest.mark.parametrize(
"web_data",
[
... |
THU-BPM/MarkLLM | https://github.com/THU-BPM/MarkLLM | null | null | null | null | 976 | null | null | apache-2.0 | null | null | null | null | null | null | null | evaluation/examples/assess_detectability.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:56.617088 | # Copyright 2024 THU-BPM MarkLLM.
#
# 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 writ... |
THU-BPM/MarkLLM | https://github.com/THU-BPM/MarkLLM | null | null | null | null | 976 | null | null | apache-2.0 | null | null | null | null | null | null | null | evaluation/examples/assess_quality.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:56.618556 | # Copyright 2024 THU-BPM MarkLLM.
#
# 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 writ... |
THU-BPM/MarkLLM | https://github.com/THU-BPM/MarkLLM | null | null | null | null | 976 | null | null | apache-2.0 | null | null | null | null | null | null | null | evaluation/pipelines/quality_analysis.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:56.620114 | # Copyright 2024 THU-BPM MarkLLM.
#
# 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 writ... |
THU-BPM/MarkLLM | https://github.com/THU-BPM/MarkLLM | null | null | null | null | 976 | null | null | apache-2.0 | null | null | null | null | null | null | null | evaluation/examples/assess_robustness.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:56.621604 | # Copyright 2024 THU-BPM MarkLLM.
#
# 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 writ... |
THU-BPM/MarkLLM | https://github.com/THU-BPM/MarkLLM | null | null | null | null | 976 | null | null | apache-2.0 | null | null | null | null | null | null | null | evaluation/pipelines/detection.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:56.622680 | # Copyright 2024 THU-BPM MarkLLM.
#
# 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 writ... |
THU-BPM/MarkLLM | https://github.com/THU-BPM/MarkLLM | null | null | null | null | 976 | null | null | apache-2.0 | null | null | null | null | null | null | null | MarkvLLM_demo.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:56.625226 | import gc
import json
import argparse
import os, sys
import numpy as np
from tqdm import tqdm
#add MarkLLM root dir to sys.path
PROJECT_ROOT = os.path.dirname(os.path.abspath(__file__))
sys.path.insert(0, PROJECT_ROOT)
import torch
from vllm import LLM, SamplingParams
from watermark.kgw.kgw_logits_processor_for_vllm... |
THU-BPM/MarkLLM | https://github.com/THU-BPM/MarkLLM | null | null | null | null | 976 | null | null | apache-2.0 | null | null | null | null | null | null | null | evaluation/tools/oracle.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:56.635901 | # Copyright 2024 THU-BPM MarkLLM.
#
# 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 writ... |
THU-BPM/MarkLLM | https://github.com/THU-BPM/MarkLLM | null | null | null | null | 976 | null | null | apache-2.0 | null | null | null | null | null | null | null | evaluation/dataset.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:56.647610 | # Copyright 2024 THU-BPM MarkLLM.
#
# 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 writ... |
THU-BPM/MarkLLM | https://github.com/THU-BPM/MarkLLM | null | null | null | null | 976 | null | null | apache-2.0 | null | null | null | null | null | null | null | evaluation/tools/text_editor.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:56.653158 | # Copyright 2024 THU-BPM MarkLLM.
#
# 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 writ... |
THU-BPM/MarkLLM | https://github.com/THU-BPM/MarkLLM | null | null | null | null | 976 | null | null | apache-2.0 | null | null | null | null | null | null | null | evaluation/tools/success_rate_calculator.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:56.695263 | # Copyright 2024 THU-BPM MarkLLM.
#
# 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 writ... |
THU-BPM/MarkLLM | https://github.com/THU-BPM/MarkLLM | null | null | null | null | 976 | null | null | apache-2.0 | null | null | null | null | null | null | null | utils/openai_utils.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:57.657222 | # Copyright 2024 THU-BPM MarkLLM.
#
# 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 writ... |
THU-BPM/MarkLLM | https://github.com/THU-BPM/MarkLLM | null | null | null | null | 976 | null | null | apache-2.0 | null | null | null | null | null | null | null | exceptions/exceptions.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:57.658523 | # Copyright 2024 THU-BPM MarkLLM.
#
# 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 writ... |
THU-BPM/MarkLLM | https://github.com/THU-BPM/MarkLLM | null | null | null | null | 976 | null | null | apache-2.0 | null | null | null | null | null | null | null | test/test_pipeline.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:57.659719 | # Copyright 2024 THU-BPM MarkLLM.
#
# 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 writ... |
THU-BPM/MarkLLM | https://github.com/THU-BPM/MarkLLM | null | null | null | null | 976 | null | null | apache-2.0 | null | null | null | null | null | null | null | utils/transformers_config.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:57.687161 | # Copyright 2024 THU-BPM MarkLLM.
#
# 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 writ... |
THU-BPM/MarkLLM | https://github.com/THU-BPM/MarkLLM | null | null | null | null | 976 | null | null | apache-2.0 | null | null | null | null | null | null | null | test/test_method.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:57.838953 | # Copyright 2024 THU-BPM MarkLLM.
#
# 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 writ... |
THU-BPM/MarkLLM | https://github.com/THU-BPM/MarkLLM | null | null | null | null | 976 | null | null | apache-2.0 | null | null | null | null | null | null | null | utils/utils.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:57.853402 | # Copyright 2024 THU-BPM MarkLLM.
#
# 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 writ... |
THU-BPM/MarkLLM | https://github.com/THU-BPM/MarkLLM | null | null | null | null | 976 | null | null | apache-2.0 | null | null | null | null | null | null | null | evaluation/tools/text_quality_analyzer.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:58.493854 | # Copyright 2024 THU-BPM MarkLLM.
#
# 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 writ... |
THU-BPM/MarkLLM | https://github.com/THU-BPM/MarkLLM | null | null | null | null | 976 | null | null | apache-2.0 | null | null | null | null | null | null | null | visualize/color_scheme.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:58.502279 | # Copyright 2024 THU-BPM MarkLLM.
#
# 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 writ... |
THU-BPM/MarkLLM | https://github.com/THU-BPM/MarkLLM | null | null | null | null | 976 | null | null | apache-2.0 | null | null | null | null | null | null | null | test/test_visualize.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:58.668536 | # Copyright 2024 THU-BPM MarkLLM.
#
# 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 writ... |
THU-BPM/MarkLLM | https://github.com/THU-BPM/MarkLLM | null | null | null | null | 976 | null | null | apache-2.0 | null | null | null | null | null | null | null | visualize/visualizer.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:58.693576 | # Copyright 2024 THU-BPM MarkLLM.
#
# 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 writ... |
THU-BPM/MarkLLM | https://github.com/THU-BPM/MarkLLM | null | null | null | null | 976 | null | null | apache-2.0 | null | null | null | null | null | null | null | watermark/adaptive/adaptive.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:59.093676 | import torch
from transformers import AutoModelForCausalLM, AutoTokenizer
from sentence_transformers import SentenceTransformer
import random
from torch.nn import functional as F
from ..base import BaseWatermark, BaseConfig
from .semantic_model import SemanticModel
from utils.transformers_config import TransformersCon... |
THU-BPM/MarkLLM | https://github.com/THU-BPM/MarkLLM | null | null | null | null | 976 | null | null | apache-2.0 | null | null | null | null | null | null | null | watermark/adaptive/semantic_model.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:59.100584 | import torch
import torch.nn as nn
class ResidualBlock(nn.Module):
def __init__(self, dim):
super(ResidualBlock, self).__init__()
self.fc = nn.Linear(dim, dim)
self.relu = nn.ReLU()
def forward(self, x):
out = self.fc(x)
out = self.relu(out)
out = out + x
... |
THU-BPM/MarkLLM | https://github.com/THU-BPM/MarkLLM | null | null | null | null | 976 | null | null | apache-2.0 | null | null | null | null | null | null | null | watermark/auto_watermark.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:59.275198 | # Copyright 2024 THU-BPM MarkLLM.
#
# 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 writ... |
THU-BPM/MarkLLM | https://github.com/THU-BPM/MarkLLM | null | null | null | null | 976 | null | null | apache-2.0 | null | null | null | null | null | null | null | visualize/legend_settings.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:59.282441 | # Copyright 2024 THU-BPM MarkLLM.
#
# 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 writ... |
THU-BPM/MarkLLM | https://github.com/THU-BPM/MarkLLM | null | null | null | null | 976 | null | null | apache-2.0 | null | null | null | null | null | null | null | watermark/auto_config.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:59.296600 | # Copyright 2024 THU-BPM MarkLLM.
#
# 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 writ... |
THU-BPM/MarkLLM | https://github.com/THU-BPM/MarkLLM | null | null | null | null | 976 | null | null | apache-2.0 | null | null | null | null | null | null | null | watermark/base.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:59.304278 | # Copyright 2024 THU-BPM MarkLLM.
#
# 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 writ... |
THU-BPM/MarkLLM | https://github.com/THU-BPM/MarkLLM | null | null | null | null | 976 | null | null | apache-2.0 | null | null | null | null | null | null | null | watermark/dip/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:59.321706 | # Copyright 2024 THU-BPM MarkLLM.
#
# 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 writ... |
THU-BPM/MarkLLM | https://github.com/THU-BPM/MarkLLM | null | null | null | null | 976 | null | null | apache-2.0 | null | null | null | null | null | null | null | visualize/font_settings.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:59.349230 | # Copyright 2024 THU-BPM MarkLLM.
#
# 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 writ... |
THU-BPM/MarkLLM | https://github.com/THU-BPM/MarkLLM | null | null | null | null | 976 | null | null | apache-2.0 | null | null | null | null | null | null | null | visualize/data_for_visualization.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:59.415815 | # Copyright 2024 THU-BPM MarkLLM.
#
# 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 writ... |
THU-BPM/MarkLLM | https://github.com/THU-BPM/MarkLLM | null | null | null | null | 976 | null | null | apache-2.0 | null | null | null | null | null | null | null | visualize/page_layout_settings.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:59.451274 | # Copyright 2024 THU-BPM MarkLLM.
#
# 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 writ... |
THU-BPM/MarkLLM | https://github.com/THU-BPM/MarkLLM | null | null | null | null | 976 | null | null | apache-2.0 | null | null | null | null | null | null | null | watermark/dip/dip.py | null | null | null | null | null | null | Python | 2026-05-04T02:34:59.665104 | # Copyright 2024 THU-BPM MarkLLM.
#
# 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 writ... |
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