repo stringlengths 7 90 | file_url stringlengths 81 315 | file_path stringlengths 4 228 | content stringlengths 0 32.8k | language stringclasses 1
value | license stringclasses 7
values | commit_sha stringlengths 40 40 | retrieved_at stringdate 2026-01-04 14:38:15 2026-01-05 02:33:18 | truncated bool 2
classes |
|---|---|---|---|---|---|---|---|---|
FoundationAgents/OpenManus | https://github.com/FoundationAgents/OpenManus/blob/52a13f2a57d8c7f6737eefb02ccf569594d44273/app/tool/search/google_search.py | app/tool/search/google_search.py | from typing import List
from googlesearch import search
from app.tool.search.base import SearchItem, WebSearchEngine
class GoogleSearchEngine(WebSearchEngine):
def perform_search(
self, query: str, num_results: int = 10, *args, **kwargs
) -> List[SearchItem]:
"""
Google search engine... | python | MIT | 52a13f2a57d8c7f6737eefb02ccf569594d44273 | 2026-01-04T14:39:27.873507Z | false |
FoundationAgents/OpenManus | https://github.com/FoundationAgents/OpenManus/blob/52a13f2a57d8c7f6737eefb02ccf569594d44273/app/tool/search/baidu_search.py | app/tool/search/baidu_search.py | from typing import List
from baidusearch.baidusearch import search
from app.tool.search.base import SearchItem, WebSearchEngine
class BaiduSearchEngine(WebSearchEngine):
def perform_search(
self, query: str, num_results: int = 10, *args, **kwargs
) -> List[SearchItem]:
"""
Baidu sear... | python | MIT | 52a13f2a57d8c7f6737eefb02ccf569594d44273 | 2026-01-04T14:39:27.873507Z | false |
FoundationAgents/OpenManus | https://github.com/FoundationAgents/OpenManus/blob/52a13f2a57d8c7f6737eefb02ccf569594d44273/app/tool/search/__init__.py | app/tool/search/__init__.py | from app.tool.search.baidu_search import BaiduSearchEngine
from app.tool.search.base import WebSearchEngine
from app.tool.search.bing_search import BingSearchEngine
from app.tool.search.duckduckgo_search import DuckDuckGoSearchEngine
from app.tool.search.google_search import GoogleSearchEngine
__all__ = [
"WebSea... | python | MIT | 52a13f2a57d8c7f6737eefb02ccf569594d44273 | 2026-01-04T14:39:27.873507Z | false |
FoundationAgents/OpenManus | https://github.com/FoundationAgents/OpenManus/blob/52a13f2a57d8c7f6737eefb02ccf569594d44273/app/tool/search/base.py | app/tool/search/base.py | from typing import List, Optional
from pydantic import BaseModel, Field
class SearchItem(BaseModel):
"""Represents a single search result item"""
title: str = Field(description="The title of the search result")
url: str = Field(description="The URL of the search result")
description: Optional[str] =... | python | MIT | 52a13f2a57d8c7f6737eefb02ccf569594d44273 | 2026-01-04T14:39:27.873507Z | false |
FoundationAgents/OpenManus | https://github.com/FoundationAgents/OpenManus/blob/52a13f2a57d8c7f6737eefb02ccf569594d44273/app/tool/search/bing_search.py | app/tool/search/bing_search.py | from typing import List, Optional, Tuple
import requests
from bs4 import BeautifulSoup
from app.logger import logger
from app.tool.search.base import SearchItem, WebSearchEngine
ABSTRACT_MAX_LENGTH = 300
USER_AGENTS = [
"Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/68... | python | MIT | 52a13f2a57d8c7f6737eefb02ccf569594d44273 | 2026-01-04T14:39:27.873507Z | false |
FoundationAgents/OpenManus | https://github.com/FoundationAgents/OpenManus/blob/52a13f2a57d8c7f6737eefb02ccf569594d44273/app/tool/sandbox/sb_shell_tool.py | app/tool/sandbox/sb_shell_tool.py | import asyncio
import time
from typing import Any, Dict, Optional, TypeVar
from uuid import uuid4
from app.daytona.tool_base import Sandbox, SandboxToolsBase
from app.tool.base import ToolResult
from app.utils.logger import logger
Context = TypeVar("Context")
_SHELL_DESCRIPTION = """\
Execute a shell command in the ... | python | MIT | 52a13f2a57d8c7f6737eefb02ccf569594d44273 | 2026-01-04T14:39:27.873507Z | false |
FoundationAgents/OpenManus | https://github.com/FoundationAgents/OpenManus/blob/52a13f2a57d8c7f6737eefb02ccf569594d44273/app/tool/sandbox/sb_files_tool.py | app/tool/sandbox/sb_files_tool.py | import asyncio
from typing import Optional, TypeVar
from pydantic import Field
from app.daytona.tool_base import Sandbox, SandboxToolsBase
from app.tool.base import ToolResult
from app.utils.files_utils import clean_path, should_exclude_file
from app.utils.logger import logger
Context = TypeVar("Context")
_FILES_D... | python | MIT | 52a13f2a57d8c7f6737eefb02ccf569594d44273 | 2026-01-04T14:39:27.873507Z | false |
FoundationAgents/OpenManus | https://github.com/FoundationAgents/OpenManus/blob/52a13f2a57d8c7f6737eefb02ccf569594d44273/app/tool/sandbox/sb_browser_tool.py | app/tool/sandbox/sb_browser_tool.py | import base64
import io
import json
import traceback
from typing import Optional # Add this import for Optional
from PIL import Image
from pydantic import Field
from app.daytona.tool_base import ( # Ensure Sandbox is imported correctly
Sandbox,
SandboxToolsBase,
ThreadMessage,
)
from app.tool.base impor... | python | MIT | 52a13f2a57d8c7f6737eefb02ccf569594d44273 | 2026-01-04T14:39:27.873507Z | false |
FoundationAgents/OpenManus | https://github.com/FoundationAgents/OpenManus/blob/52a13f2a57d8c7f6737eefb02ccf569594d44273/app/tool/sandbox/sb_vision_tool.py | app/tool/sandbox/sb_vision_tool.py | import base64
import mimetypes
import os
from io import BytesIO
from typing import Optional
from PIL import Image
from pydantic import Field
from app.daytona.tool_base import Sandbox, SandboxToolsBase, ThreadMessage
from app.tool.base import ToolResult
# 最大文件大小（原图10MB，压缩后5MB）
MAX_IMAGE_SIZE = 10 * 1024 * 1024
MAX_C... | python | MIT | 52a13f2a57d8c7f6737eefb02ccf569594d44273 | 2026-01-04T14:39:27.873507Z | false |
FoundationAgents/OpenManus | https://github.com/FoundationAgents/OpenManus/blob/52a13f2a57d8c7f6737eefb02ccf569594d44273/tests/sandbox/test_sandbox.py | tests/sandbox/test_sandbox.py | import pytest
import pytest_asyncio
from app.sandbox.core.sandbox import DockerSandbox, SandboxSettings
@pytest.fixture(scope="module")
def sandbox_config():
"""Creates sandbox configuration for testing."""
return SandboxSettings(
image="python:3.12-slim",
work_dir="/workspace",
memor... | python | MIT | 52a13f2a57d8c7f6737eefb02ccf569594d44273 | 2026-01-04T14:39:27.873507Z | false |
FoundationAgents/OpenManus | https://github.com/FoundationAgents/OpenManus/blob/52a13f2a57d8c7f6737eefb02ccf569594d44273/tests/sandbox/test_docker_terminal.py | tests/sandbox/test_docker_terminal.py | """Tests for the AsyncDockerizedTerminal implementation."""
import docker
import pytest
import pytest_asyncio
from app.sandbox.core.terminal import AsyncDockerizedTerminal
@pytest.fixture(scope="module")
def docker_client():
"""Fixture providing a Docker client."""
return docker.from_env()
@pytest_asyncio... | python | MIT | 52a13f2a57d8c7f6737eefb02ccf569594d44273 | 2026-01-04T14:39:27.873507Z | false |
FoundationAgents/OpenManus | https://github.com/FoundationAgents/OpenManus/blob/52a13f2a57d8c7f6737eefb02ccf569594d44273/tests/sandbox/test_sandbox_manager.py | tests/sandbox/test_sandbox_manager.py | import asyncio
import os
import tempfile
from typing import AsyncGenerator
import pytest
import pytest_asyncio
from app.sandbox.core.manager import SandboxManager
@pytest_asyncio.fixture(scope="function")
async def manager() -> AsyncGenerator[SandboxManager, None]:
"""Creates a sandbox manager instance.
Us... | python | MIT | 52a13f2a57d8c7f6737eefb02ccf569594d44273 | 2026-01-04T14:39:27.873507Z | false |
FoundationAgents/OpenManus | https://github.com/FoundationAgents/OpenManus/blob/52a13f2a57d8c7f6737eefb02ccf569594d44273/tests/sandbox/test_client.py | tests/sandbox/test_client.py | import tempfile
from pathlib import Path
from typing import AsyncGenerator
import pytest
import pytest_asyncio
from app.config import SandboxSettings
from app.sandbox.client import LocalSandboxClient, create_sandbox_client
@pytest_asyncio.fixture(scope="function")
async def local_client() -> AsyncGenerator[LocalSan... | python | MIT | 52a13f2a57d8c7f6737eefb02ccf569594d44273 | 2026-01-04T14:39:27.873507Z | false |
FoundationAgents/OpenManus | https://github.com/FoundationAgents/OpenManus/blob/52a13f2a57d8c7f6737eefb02ccf569594d44273/examples/benchmarks/__init__.py | examples/benchmarks/__init__.py | """
OpenManus benchmark system for standardized agent evaluation.
"""
| python | MIT | 52a13f2a57d8c7f6737eefb02ccf569594d44273 | 2026-01-04T14:39:27.873507Z | false |
FoundationAgents/OpenManus | https://github.com/FoundationAgents/OpenManus/blob/52a13f2a57d8c7f6737eefb02ccf569594d44273/protocol/a2a/__init__.py | protocol/a2a/__init__.py | python | MIT | 52a13f2a57d8c7f6737eefb02ccf569594d44273 | 2026-01-04T14:39:27.873507Z | false | |
FoundationAgents/OpenManus | https://github.com/FoundationAgents/OpenManus/blob/52a13f2a57d8c7f6737eefb02ccf569594d44273/protocol/a2a/app/agent_executor.py | protocol/a2a/app/agent_executor.py | import logging
from typing import Awaitable, Callable
from a2a.server.agent_execution import AgentExecutor, RequestContext
from a2a.server.events import EventQueue
from a2a.types import (
InvalidParamsError,
Part,
Task,
TextPart,
UnsupportedOperationError,
)
from a2a.utils import completed_task, ne... | python | MIT | 52a13f2a57d8c7f6737eefb02ccf569594d44273 | 2026-01-04T14:39:27.873507Z | false |
FoundationAgents/OpenManus | https://github.com/FoundationAgents/OpenManus/blob/52a13f2a57d8c7f6737eefb02ccf569594d44273/protocol/a2a/app/main.py | protocol/a2a/app/main.py | import argparse
import asyncio
import logging
from typing import Optional
import httpx
from a2a.server.apps import A2AStarletteApplication
from a2a.server.request_handlers import DefaultRequestHandler
from a2a.server.tasks import InMemoryPushNotifier, InMemoryTaskStore
from a2a.types import AgentCapabilities, AgentCar... | python | MIT | 52a13f2a57d8c7f6737eefb02ccf569594d44273 | 2026-01-04T14:39:27.873507Z | false |
FoundationAgents/OpenManus | https://github.com/FoundationAgents/OpenManus/blob/52a13f2a57d8c7f6737eefb02ccf569594d44273/protocol/a2a/app/__init__.py | protocol/a2a/app/__init__.py | python | MIT | 52a13f2a57d8c7f6737eefb02ccf569594d44273 | 2026-01-04T14:39:27.873507Z | false | |
FoundationAgents/OpenManus | https://github.com/FoundationAgents/OpenManus/blob/52a13f2a57d8c7f6737eefb02ccf569594d44273/protocol/a2a/app/agent.py | protocol/a2a/app/agent.py | from typing import Any, AsyncIterable, ClassVar, Dict, List, Literal
from pydantic import BaseModel
from app.agent.manus import Manus
class ResponseFormat(BaseModel):
"""Respond to the user in this format."""
status: Literal["input_required", "completed", "error"] = "input_required"
message: str
clas... | python | MIT | 52a13f2a57d8c7f6737eefb02ccf569594d44273 | 2026-01-04T14:39:27.873507Z | false |
xai-org/grok-1 | https://github.com/xai-org/grok-1/blob/7050ed204b8206bb8645c7b7bbef7252f79561b0/run.py | run.py | # Copyright 2024 X.AI Corp.
#
# 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 writing, s... | python | Apache-2.0 | 7050ed204b8206bb8645c7b7bbef7252f79561b0 | 2026-01-04T14:39:29.368501Z | false |
xai-org/grok-1 | https://github.com/xai-org/grok-1/blob/7050ed204b8206bb8645c7b7bbef7252f79561b0/model.py | model.py | # Copyright 2024 X.AI Corp.
#
# 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 writing, s... | python | Apache-2.0 | 7050ed204b8206bb8645c7b7bbef7252f79561b0 | 2026-01-04T14:39:29.368501Z | true |
xai-org/grok-1 | https://github.com/xai-org/grok-1/blob/7050ed204b8206bb8645c7b7bbef7252f79561b0/checkpoint.py | checkpoint.py | # Copyright 2024 X.AI Corp.
#
# 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 writing, s... | python | Apache-2.0 | 7050ed204b8206bb8645c7b7bbef7252f79561b0 | 2026-01-04T14:39:29.368501Z | false |
xai-org/grok-1 | https://github.com/xai-org/grok-1/blob/7050ed204b8206bb8645c7b7bbef7252f79561b0/runners.py | runners.py | # Copyright 2024 X.AI Corp.
#
# 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 writing, s... | python | Apache-2.0 | 7050ed204b8206bb8645c7b7bbef7252f79561b0 | 2026-01-04T14:39:29.368501Z | false |
charlax/professional-programming | https://github.com/charlax/professional-programming/blob/d6f158fefbc9ccc1136311f845c927da9983e8b8/antipatterns/python-examples/reraise_exceptions_bad.py | antipatterns/python-examples/reraise_exceptions_bad.py | from collections import namedtuple
Bread = namedtuple("Bread", "color")
class ToastException(Exception):
pass
def toast(bread):
try:
put_in_toaster(bread)
except:
raise ToastException("Could not toast bread")
def put_in_toaster(bread):
brad.color = "light_brown" # Note the typo
... | python | MIT | d6f158fefbc9ccc1136311f845c927da9983e8b8 | 2026-01-04T14:39:30.087892Z | false |
charlax/professional-programming | https://github.com/charlax/professional-programming/blob/d6f158fefbc9ccc1136311f845c927da9983e8b8/antipatterns/python-examples/reraise_exceptions_good.py | antipatterns/python-examples/reraise_exceptions_good.py | from collections import namedtuple
Bread = namedtuple("Bread", "color")
class ToastException(Exception):
pass
def toast(bread):
try:
put_in_toaster(bread)
except:
print("Got exception while trying to toast")
raise
def put_in_toaster(bread):
brad.color = "light_brown" # No... | python | MIT | d6f158fefbc9ccc1136311f845c927da9983e8b8 | 2026-01-04T14:39:30.087892Z | false |
charlax/professional-programming | https://github.com/charlax/professional-programming/blob/d6f158fefbc9ccc1136311f845c927da9983e8b8/antipatterns/sqlalchemy-examples/exists.py | antipatterns/sqlalchemy-examples/exists.py | from sqlalchemy import create_engine
from sqlalchemy import Column, Integer, String
from sqlalchemy.orm import sessionmaker
from sqlalchemy.ext.declarative import declarative_base
engine = create_engine("sqlite:///:memory:", echo=True)
Session = sessionmaker(bind=engine)
Base = declarative_base()
class Toaster(Base... | python | MIT | d6f158fefbc9ccc1136311f845c927da9983e8b8 | 2026-01-04T14:39:30.087892Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/unsloth-cli.py | unsloth-cli.py | #!/usr/bin/env python3
"""
🦥 Starter Script for Fine-Tuning FastLanguageModel with Unsloth
This script is designed as a starting point for fine-tuning your models using unsloth.
It includes configurable options for model loading, PEFT parameters, training arguments,
and model saving/pushing functionalities.
You wi... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/scripts/run_ruff_format.py | scripts/run_ruff_format.py | #!/usr/bin/env python3
"""Run `ruff format` followed by kwarg spacing enforcement."""
from __future__ import annotations
import subprocess
import sys
from pathlib import Path
HERE = Path(__file__).resolve().parent
def main(argv: list[str]) -> int:
files = [arg for arg in argv if Path(arg).exists()]
if not ... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/scripts/enforce_kwargs_spacing.py | scripts/enforce_kwargs_spacing.py | #!/usr/bin/env python3
"""Ensure keyword arguments use spaces around '=', prune redundant pass statements."""
from __future__ import annotations
import ast
import argparse
import io
import sys
import tokenize
from collections import defaultdict
from pathlib import Path
def enforce_spacing(text: str) -> tuple[str, b... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/tests/test_model_registry.py | tests/test_model_registry.py | """
Test model registration methods
Checks that model registration methods work for respective models as well as all models
The check is performed
- by registering the models
- checking that the instantiated models can be found on huggingface hub by querying for the model id
"""
from dataclasses import dataclass
im... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/tests/__init__.py | tests/__init__.py | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false | |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/tests/qlora/test_hf_qlora_train_and_merge.py | tests/qlora/test_hf_qlora_train_and_merge.py | # Copyright 2023-present Daniel Han-Chen & the Unsloth 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
#
# Unless... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/tests/qlora/test_unsloth_qlora_train_and_merge.py | tests/qlora/test_unsloth_qlora_train_and_merge.py | # Copyright 2023-present Daniel Han-Chen & the Unsloth 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
#
# Unless... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/tests/saving/test_unsloth_save.py | tests/saving/test_unsloth_save.py | import json
import os
import shutil
import tempfile
import pytest
import importlib
from unsloth import FastLanguageModel, FastModel
model_to_test = [
# Text Models
"unsloth/tinyllama",
"unsloth/tinyllama-bnb-4bit",
"unsloth/Qwen2.5-0.5B-Instruct",
"unsloth/Qwen2.5-0.5B-Instruct-bnb-4bit",
"uns... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/tests/saving/language_models/test_save_merged_grpo_model.py | tests/saving/language_models/test_save_merged_grpo_model.py | # -*- coding: utf-8 -*-
"""test_Llama3_1_(3B)_GRPO_LoRA (1).ipynb
### Unsloth
"""
from unsloth import FastLanguageModel
import torch
import sys
from pathlib import Path
import multiprocessing as mp
import gc
from multiprocessing import Queue
REPO_ROOT = Path(__file__).parents[3]
sys.path.insert(0, str(REPO_ROOT))
... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/tests/saving/language_models/test_push_to_hub_merged.py | tests/saving/language_models/test_push_to_hub_merged.py | from unsloth import FastLanguageModel, FastVisionModel, UnslothVisionDataCollator
from unsloth.chat_templates import get_chat_template
from trl import SFTTrainer, SFTConfig
from transformers import (
DataCollatorForLanguageModeling,
DataCollatorForSeq2Seq,
TrainingArguments,
)
from datasets import load_data... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/tests/saving/language_models/test_merge_4bit_validation.py | tests/saving/language_models/test_merge_4bit_validation.py | from unsloth import FastLanguageModel
from unsloth.chat_templates import get_chat_template
from trl import SFTTrainer, SFTConfig
from transformers import DataCollatorForSeq2Seq, TrainingArguments
from datasets import load_dataset
import torch
import sys
from pathlib import Path
REPO_ROOT = Path(__file__).parents[3]
sy... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/tests/saving/language_models/test_merged_model_perplexity_qwen_2.5.py | tests/saving/language_models/test_merged_model_perplexity_qwen_2.5.py | from unsloth import FastLanguageModel, FastVisionModel, UnslothVisionDataCollator
from unsloth.chat_templates import get_chat_template
from trl import SFTTrainer, SFTConfig
from transformers import (
DataCollatorForLanguageModeling,
DataCollatorForSeq2Seq,
TrainingArguments,
)
from datasets import load_data... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/tests/saving/language_models/test_merged_model_perplexity_llama-3.1-8b.py | tests/saving/language_models/test_merged_model_perplexity_llama-3.1-8b.py | from unsloth import FastLanguageModel, FastVisionModel, UnslothVisionDataCollator
from unsloth.chat_templates import get_chat_template
from trl import SFTTrainer, SFTConfig
from transformers import (
DataCollatorForLanguageModeling,
DataCollatorForSeq2Seq,
TrainingArguments,
)
from datasets import load_data... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/tests/saving/language_models/test_merge_model_perplexity_llama-3.2.py | tests/saving/language_models/test_merge_model_perplexity_llama-3.2.py | from unsloth import FastLanguageModel, FastVisionModel, UnslothVisionDataCollator
from unsloth.chat_templates import get_chat_template
from trl import SFTTrainer, SFTConfig
from transformers import (
DataCollatorForLanguageModeling,
DataCollatorForSeq2Seq,
TrainingArguments,
)
from datasets import load_data... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/tests/saving/language_models/test_merge_model_perplexity_mistral.py | tests/saving/language_models/test_merge_model_perplexity_mistral.py | from unsloth import FastLanguageModel, FastVisionModel, UnslothVisionDataCollator
from unsloth.chat_templates import get_chat_template
from trl import SFTTrainer, SFTConfig
from transformers import (
DataCollatorForLanguageModeling,
DataCollatorForSeq2Seq,
TrainingArguments,
)
from datasets import load_data... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/tests/saving/language_models/test_merge_model_perplexity_phi_4.py | tests/saving/language_models/test_merge_model_perplexity_phi_4.py | from unsloth import FastLanguageModel, FastVisionModel, UnslothVisionDataCollator
from unsloth.chat_templates import get_chat_template
from trl import SFTTrainer, SFTConfig
from transformers import (
DataCollatorForLanguageModeling,
DataCollatorForSeq2Seq,
TrainingArguments,
)
from datasets import load_data... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/tests/saving/language_models/test_push_to_hub_merged_sharded_index_file.py | tests/saving/language_models/test_push_to_hub_merged_sharded_index_file.py | from unsloth import FastLanguageModel, FastVisionModel, UnslothVisionDataCollator
from unsloth.chat_templates import get_chat_template
from trl import SFTTrainer, SFTConfig
from transformers import (
DataCollatorForLanguageModeling,
DataCollatorForSeq2Seq,
TrainingArguments,
)
from datasets import load_data... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/tests/saving/non_peft/test_whisper_non_peft.py | tests/saving/non_peft/test_whisper_non_peft.py | from unsloth import FastLanguageModel, FastModel
from transformers import AutoModelForCausalLM, WhisperForConditionalGeneration
from peft import PeftModel
from pathlib import Path
import sys
import warnings
REPO_ROOT = Path(__file__).parents[3]
sys.path.insert(0, str(REPO_ROOT))
from tests.utils.cleanup_utils import ... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/tests/saving/non_peft/test_mistral_non_peft.py | tests/saving/non_peft/test_mistral_non_peft.py | from unsloth import FastLanguageModel
from transformers import AutoModelForCausalLM
from peft import PeftModel
from pathlib import Path
import sys
import warnings
REPO_ROOT = Path(__file__).parents[3]
sys.path.insert(0, str(REPO_ROOT))
from tests.utils.cleanup_utils import safe_remove_directory
print(f"\n{'='*80}")... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/tests/saving/vision_models/test_push_to_hub_merged.py | tests/saving/vision_models/test_push_to_hub_merged.py | ## Import required libraries
from unsloth import FastVisionModel, is_bf16_supported
from unsloth.trainer import UnslothVisionDataCollator
import torch
import os
from datasets import load_dataset
from trl import SFTTrainer, SFTConfig
import sys
from pathlib import Path
REPO_ROOT = Path(__file__).parents[3]
sys.path... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/tests/saving/vision_models/test_save_merge_qwen2.5vl32B_model_ocr_benchmark.py | tests/saving/vision_models/test_save_merge_qwen2.5vl32B_model_ocr_benchmark.py | # -*- coding: utf-8 -*-
from unsloth import FastVisionModel
import torch
from qwen_vl_utils import process_vision_info
import os
from datasets import load_dataset
from trl import SFTTrainer, SFTConfig
import sys
from pathlib import Path
REPO_ROOT = Path(__file__).parents[3]
sys.path.insert(0, str(REPO_ROOT))
from... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/tests/saving/vision_models/test_index_file_sharded_model.py | tests/saving/vision_models/test_index_file_sharded_model.py | ## Import required libraries
from unsloth import FastVisionModel, is_bf16_supported
from unsloth.trainer import UnslothVisionDataCollator
import torch
import os
from datasets import load_dataset
from trl import SFTTrainer, SFTConfig
from huggingface_hub import HfFileSystem
import sys
from pathlib import Path
REPO_R... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/tests/saving/vision_models/test_save_merge_vision_model_ocr_benchmark.py | tests/saving/vision_models/test_save_merge_vision_model_ocr_benchmark.py | # -*- coding: utf-8 -*-
from unsloth import FastVisionModel
import torch
from qwen_vl_utils import process_vision_info
import os
from datasets import load_dataset
from trl import SFTTrainer, SFTConfig
import sys
from pathlib import Path
REPO_ROOT = Path(__file__).parents[3]
sys.path.insert(0, str(REPO_ROOT))
from... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/tests/saving/text_to_speech_models/test_lasa.py | tests/saving/text_to_speech_models/test_lasa.py | from unsloth import FastLanguageModel, FastModel
from transformers import CsmForConditionalGeneration
import torch
# ruff: noqa
import sys
from pathlib import Path
from peft import PeftModel
import warnings
import requests
REPO_ROOT = Path(__file__).parents[3]
sys.path.insert(0, str(REPO_ROOT))
from tests.utils.cl... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/tests/saving/text_to_speech_models/test_whisper.py | tests/saving/text_to_speech_models/test_whisper.py | from unsloth import FastLanguageModel, FastModel
from transformers import WhisperForConditionalGeneration, WhisperProcessor
import torch
# ruff: noqa
import sys
from pathlib import Path
from peft import PeftModel
import warnings
import requests
REPO_ROOT = Path(__file__).parents[3]
sys.path.insert(0, str(REPO_ROOT))... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/tests/saving/text_to_speech_models/test_csm.py | tests/saving/text_to_speech_models/test_csm.py | from unsloth import FastLanguageModel, FastModel
from transformers import CsmForConditionalGeneration
import torch
# ruff: noqa
import sys
from pathlib import Path
from peft import PeftModel
import warnings
import requests
REPO_ROOT = Path(__file__).parents[3]
sys.path.insert(0, str(REPO_ROOT))
from tests.utils.clea... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/tests/saving/text_to_speech_models/test_orpheus.py | tests/saving/text_to_speech_models/test_orpheus.py | from unsloth import FastLanguageModel, FastModel
from transformers import CsmForConditionalGeneration
import torch
# ruff: noqa
import sys
from pathlib import Path
from peft import PeftModel
import warnings
import requests
REPO_ROOT = Path(__file__).parents[3]
sys.path.insert(0, str(REPO_ROOT))
from tests.utils.clea... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/tests/saving/gpt-oss-merge/test_merged_model.py | tests/saving/gpt-oss-merge/test_merged_model.py | # inference_on_merged.py
from unsloth import FastLanguageModel
from transformers import TextStreamer
import torch
import gc
import os
import shutil
def safe_remove_directory(path):
try:
if os.path.exists(path) and os.path.isdir(path):
shutil.rmtree(path)
return True
else:
... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/tests/saving/gpt-oss-merge/train_and_merge.py | tests/saving/gpt-oss-merge/train_and_merge.py | # train_and_merge.py
from unsloth import FastLanguageModel
from trl import SFTTrainer, SFTConfig
from datasets import load_dataset
import torch
import gc
import os
import shutil
def safe_remove_directory(path):
try:
if os.path.exists(path) and os.path.isdir(path):
shutil.rmtree(path)
... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/tests/utils/data_utils.py | tests/utils/data_utils.py | # Copyright 2023-present Daniel Han-Chen & the Unsloth 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
#
# Unless... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/tests/utils/perplexity_eval.py | tests/utils/perplexity_eval.py | from tqdm import tqdm
import torch
import pandas as pd
model_comparison_results = {}
# return the perplexity of the model on the dataset
# The perplexity is computed on each example, individually, with a sliding window for examples longer than 512 tokens.
def ppl_model(model, tokenizer, dataset):
nlls = []
m... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/tests/utils/test_qat.py | tests/utils/test_qat.py | from unsloth import FastLanguageModel
from typing import Dict
import pytest
import torch
from torchao.quantization.qat import FakeQuantizedLinear
from torchao.quantization.qat.fake_quantizer import (
FakeQuantizerBase,
Float8FakeQuantizer,
Int4WeightPreshuffledFakeQuantizer,
)
class _CountingFakeQuantiz... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/tests/utils/os_utils.py | tests/utils/os_utils.py | import subprocess
import sys
import os
import shutil
import importlib
def detect_package_manager():
"""Detect the available package manager"""
package_managers = {
"apt": "/usr/bin/apt",
"yum": "/usr/bin/yum",
"dnf": "/usr/bin/dnf",
"pacman": "/usr/bin/pacman",
"zypper"... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/tests/utils/test_attention_masks.py | tests/utils/test_attention_masks.py | # Copyright 2023-present Daniel Han-Chen, Michael Han-Chen & the Unsloth team. All rights reserved.
#
# This program is free software: you can redistribute it and/or modify
# it under the terms of the GNU Lesser General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
#... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/tests/utils/ocr_eval.py | tests/utils/ocr_eval.py | """
OCR Model Evaluation Module
This module provides functionality to evaluate OCR models on datasets with
word error rate (WER) and character error rate (CER) metrics.
"""
import os
import torch
from tqdm import tqdm
import pandas as pd
from jiwer import wer, cer
from qwen_vl_utils import process_vision_info
import ... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/tests/utils/hf_utils.py | tests/utils/hf_utils.py | # Copyright 2023-present Daniel Han-Chen & the Unsloth 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
#
# Unless... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/tests/utils/test_packing.py | tests/utils/test_packing.py | # Copyright 2023-present Daniel Han-Chen, Michael Han-Chen & the Unsloth team. All rights reserved.
#
# This program is free software: you can redistribute it and/or modify
# it under the terms of the GNU Lesser General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
#... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/tests/utils/__init__.py | tests/utils/__init__.py | # Copyright 2023-present Daniel Han-Chen & the Unsloth 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
#
# Unless... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/tests/utils/aime_eval.py | tests/utils/aime_eval.py | """
AIME Dataset Evaluation Module
This module provides functions to evaluate language models on the combined AIME dataset
(test2024 + test2025-I + test2025-II).
"""
import json
import requests
import os
import re
import logging
from typing import List, Dict, Any
from tqdm import tqdm
from vllm import SamplingParams
... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/tests/utils/cleanup_utils.py | tests/utils/cleanup_utils.py | import gc
import logging
import os
import shutil
import torch
import sys
import warnings
def clear_memory(variables_to_clear = None, verbose = False, clear_all_caches = True):
"""
Comprehensive memory clearing for persistent memory leaks.
Args:
variables_to_clear: List of variable names to clear
... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/unsloth/device_type.py | unsloth/device_type.py | # Copyright 2023-present Daniel Han-Chen & the Unsloth 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
#
# Unless... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/unsloth/tokenizer_utils.py | unsloth/tokenizer_utils.py | # Copyright 2023-present Daniel Han-Chen & the Unsloth 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
#
# Unless... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | true |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/unsloth/trainer.py | unsloth/trainer.py | # Copyright 2023-present Daniel Han-Chen & the Unsloth 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
#
# Unless... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/unsloth/_auto_install.py | unsloth/_auto_install.py | # Copyright 2023-present Daniel Han-Chen & the Unsloth 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
#
# Unless... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/unsloth/__init__.py | unsloth/__init__.py | # Copyright 2023-present Daniel Han-Chen & the Unsloth 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
#
# Unless... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/unsloth/ollama_template_mappers.py | unsloth/ollama_template_mappers.py | # Copyright 2023-present Daniel Han-Chen & the Unsloth 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
#
# Unless... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | true |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/unsloth/chat_templates.py | unsloth/chat_templates.py | # Copyright 2023-present Daniel Han-Chen & the Unsloth 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
#
# Unless... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | true |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/unsloth/import_fixes.py | unsloth/import_fixes.py | # Copyright 2023-present Daniel Han-Chen & the Unsloth 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
#
# Unless... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/unsloth/save.py | unsloth/save.py | # Copyright 2023-present Daniel Han-Chen & the Unsloth 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
#
# Unless... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | true |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/unsloth/models/qwen2.py | unsloth/models/qwen2.py | # Copyright 2023-present Daniel Han-Chen & the Unsloth 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
#
# Unless... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/unsloth/models/loader_utils.py | unsloth/models/loader_utils.py | # Copyright 2023-present Daniel Han-Chen & the Unsloth 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
#
# Unless... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/unsloth/models/gemma.py | unsloth/models/gemma.py | # Copyright 2023-present Daniel Han-Chen & the Unsloth 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
#
# Unless... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/unsloth/models/vision.py | unsloth/models/vision.py | # Copyright 2023-present Daniel Han-Chen & the Unsloth 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
#
# Unless... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | true |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/unsloth/models/loader.py | unsloth/models/loader.py | # Copyright 2023-present Daniel Han-Chen & the Unsloth 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
#
# Unless... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | true |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/unsloth/models/llama.py | unsloth/models/llama.py | # Copyright 2023-present Daniel Han-Chen & the Unsloth 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
#
# Unless... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | true |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/unsloth/models/qwen3_moe.py | unsloth/models/qwen3_moe.py | # Copyright 2023-present Daniel Han-Chen & the Unsloth 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
#
# Unless... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/unsloth/models/qwen3.py | unsloth/models/qwen3.py | # Copyright 2023-present Daniel Han-Chen & the Unsloth 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
#
# Unless... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/unsloth/models/rl_replacements.py | unsloth/models/rl_replacements.py | # Copyright 2023-present Daniel Han-Chen & the Unsloth 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
#
# Unless... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | true |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/unsloth/models/granite.py | unsloth/models/granite.py | # Copyright 2023-present Daniel Han-Chen & the Unsloth 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
#
# Unless... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/unsloth/models/falcon_h1.py | unsloth/models/falcon_h1.py | # Copyright 2023-present Daniel Han-Chen & the Unsloth 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
#
# Unless... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/unsloth/models/mapper.py | unsloth/models/mapper.py | # Copyright 2023-present Daniel Han-Chen & the Unsloth 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
#
# Unless... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | true |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/unsloth/models/cohere.py | unsloth/models/cohere.py | # Copyright 2023-present Daniel Han-Chen & the Unsloth 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
#
# Unless... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/unsloth/models/__init__.py | unsloth/models/__init__.py | # Copyright 2023-present Daniel Han-Chen & the Unsloth 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
#
# Unless... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/unsloth/models/rl.py | unsloth/models/rl.py | # Copyright 2023-present Daniel Han-Chen & the Unsloth 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
#
# Unless... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | true |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/unsloth/models/llama4.py | unsloth/models/llama4.py | # Copyright 2023-present Daniel Han-Chen & the Unsloth 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
#
# Unless... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/unsloth/models/gemma2.py | unsloth/models/gemma2.py | # Copyright 2023-present Daniel Han-Chen & the Unsloth 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
#
# Unless... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/unsloth/models/mistral.py | unsloth/models/mistral.py | # Copyright 2023-present Daniel Han-Chen & the Unsloth 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
#
# Unless... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/unsloth/models/_utils.py | unsloth/models/_utils.py | # Copyright 2023-present Daniel Han-Chen & the Unsloth 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
#
# Unless... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | true |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/unsloth/models/dpo.py | unsloth/models/dpo.py | # Copyright 2023-present Daniel Han-Chen & the Unsloth 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
#
# Unless... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/unsloth/utils/attention_dispatch.py | unsloth/utils/attention_dispatch.py | # Copyright 2023-present Daniel Han-Chen, Michael Han-Chen & the Unsloth team. All rights reserved.
#
# This program is free software: you can redistribute it and/or modify
# it under the terms of the GNU Lesser General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
#... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/unsloth/utils/packing.py | unsloth/utils/packing.py | # Copyright 2023-present Daniel Han-Chen, Michael Han-Chen & the Unsloth team. All rights reserved.
#
# This program is free software: you can redistribute it and/or modify
# it under the terms of the GNU Lesser General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
#... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/unsloth/utils/__init__.py | unsloth/utils/__init__.py | # Copyright 2023-present Daniel Han-Chen, Michael Han-Chen & the Unsloth team. All rights reserved.
#
# This program is free software: you can redistribute it and/or modify
# it under the terms of the GNU Lesser General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
#... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/unsloth/utils/hf_hub.py | unsloth/utils/hf_hub.py | from huggingface_hub import HfApi, ModelInfo
_HFAPI: HfApi = None
POPULARITY_PROPERTIES = [
"downloads",
"downloadsAllTime",
"trendingScore",
"likes",
]
THOUSAND = 1000
MILLION = 1000000
BILLION = 1000000000
def formatted_int(value: int) -> str:
if value < THOUSAND:
return str(value)
... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
unslothai/unsloth | https://github.com/unslothai/unsloth/blob/85bfdaf7ab3c32f95f98f3e3927164797fcc6d46/unsloth/registry/_qwen.py | unsloth/registry/_qwen.py | from unsloth.registry.registry import ModelInfo, ModelMeta, QuantType, _register_models
_IS_QWEN_2_5_REGISTERED = False
_IS_QWEN_2_5_VL_REGISTERED = False
_IS_QWEN_QWQ_REGISTERED = False
class QwenModelInfo(ModelInfo):
@classmethod
def construct_model_name(cls, base_name, version, size, quant_type, instruct_... | python | Apache-2.0 | 85bfdaf7ab3c32f95f98f3e3927164797fcc6d46 | 2026-01-04T14:39:29.397284Z | false |
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