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browser-use/browser-use | https://github.com/browser-use/browser-use/blob/630f85dd05127c9d42810a5db235a14f5bac9043/examples/custom-functions/file_upload.py | examples/custom-functions/file_upload.py | """
Example of implementing file upload functionality.
This shows how to upload files to file input elements on web pages.
"""
import asyncio
import logging
import os
import sys
import anyio
sys.path.append(os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__)))))
from dotenv import load_dotenv... | python | MIT | 630f85dd05127c9d42810a5db235a14f5bac9043 | 2026-01-04T14:38:16.467592Z | false |
browser-use/browser-use | https://github.com/browser-use/browser-use/blob/630f85dd05127c9d42810a5db235a14f5bac9043/examples/custom-functions/action_filters.py | examples/custom-functions/action_filters.py | """
Action filters (domains) let you limit actions available to the Agent on a step-by-step/page-by-page basis.
@registry.action(..., domains=['*'])
async def some_action(browser_session: BrowserSession):
...
This helps prevent the LLM from deciding to use an action that is not compatible with the current page.
I... | python | MIT | 630f85dd05127c9d42810a5db235a14f5bac9043 | 2026-01-04T14:38:16.467592Z | false |
browser-use/browser-use | https://github.com/browser-use/browser-use/blob/630f85dd05127c9d42810a5db235a14f5bac9043/examples/custom-functions/parallel_agents.py | examples/custom-functions/parallel_agents.py | """
Simple parallel multi-agent example.
This launches multiple agents in parallel to work on different tasks simultaneously.
No complex orchestrator - just direct parallel execution.
@file purpose: Demonstrates parallel multi-agent execution using asyncio
"""
import asyncio
import os
import sys
sys.path.append(os.... | python | MIT | 630f85dd05127c9d42810a5db235a14f5bac9043 | 2026-01-04T14:38:16.467592Z | false |
browser-use/browser-use | https://github.com/browser-use/browser-use/blob/630f85dd05127c9d42810a5db235a14f5bac9043/examples/custom-functions/save_to_file_hugging_face.py | examples/custom-functions/save_to_file_hugging_face.py | import asyncio
import os
import sys
sys.path.append(os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__)))))
from dotenv import load_dotenv
load_dotenv()
from pydantic import BaseModel
from browser_use import ChatOpenAI
from browser_use.agent.service import Agent
from browser_use.tools.service... | python | MIT | 630f85dd05127c9d42810a5db235a14f5bac9043 | 2026-01-04T14:38:16.467592Z | false |
browser-use/browser-use | https://github.com/browser-use/browser-use/blob/630f85dd05127c9d42810a5db235a14f5bac9043/examples/custom-functions/actor_use.py | examples/custom-functions/actor_use.py | import asyncio
import os
import sys
from browser_use.browser.session import BrowserSession
sys.path.append(os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__)))))
from dotenv import load_dotenv
load_dotenv()
from browser_use import ActionResult, Agent, ChatOpenAI, Tools
tools = Tools()
llm ... | python | MIT | 630f85dd05127c9d42810a5db235a14f5bac9043 | 2026-01-04T14:38:16.467592Z | false |
browser-use/browser-use | https://github.com/browser-use/browser-use/blob/630f85dd05127c9d42810a5db235a14f5bac9043/examples/custom-functions/2fa.py | examples/custom-functions/2fa.py | import os
import sys
sys.path.append(os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__)))))
from dotenv import load_dotenv
load_dotenv()
from browser_use import Agent
secret_key = os.environ.get('OTP_SECRET_KEY')
if not secret_key:
# For this example copy the code from the website https://... | python | MIT | 630f85dd05127c9d42810a5db235a14f5bac9043 | 2026-01-04T14:38:16.467592Z | false |
browser-use/browser-use | https://github.com/browser-use/browser-use/blob/630f85dd05127c9d42810a5db235a14f5bac9043/examples/custom-functions/advanced_search.py | examples/custom-functions/advanced_search.py | import asyncio
import http.client
import json
import os
import sys
sys.path.append(os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__)))))
from dotenv import load_dotenv
load_dotenv()
import logging
from pydantic import BaseModel
from browser_use import ActionResult, Agent, ChatOpenAI, Tools... | python | MIT | 630f85dd05127c9d42810a5db235a14f5bac9043 | 2026-01-04T14:38:16.467592Z | false |
browser-use/browser-use | https://github.com/browser-use/browser-use/blob/630f85dd05127c9d42810a5db235a14f5bac9043/examples/custom-functions/notification.py | examples/custom-functions/notification.py | import asyncio
import os
import sys
sys.path.append(os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__)))))
from dotenv import load_dotenv
load_dotenv()
from browser_use import ActionResult, Agent, ChatOpenAI, Tools
tools = Tools()
@tools.registry.action('Done with task')
async def done(tex... | python | MIT | 630f85dd05127c9d42810a5db235a14f5bac9043 | 2026-01-04T14:38:16.467592Z | false |
browser-use/browser-use | https://github.com/browser-use/browser-use/blob/630f85dd05127c9d42810a5db235a14f5bac9043/examples/custom-functions/cua.py | examples/custom-functions/cua.py | """
OpenAI Computer Use Assistant (CUA) Integration
This example demonstrates how to integrate OpenAI's Computer Use Assistant as a fallback
action when standard browser actions are insufficient to achieve the desired goal.
The CUA can perform complex computer interactions that might be difficult to achieve
through re... | python | MIT | 630f85dd05127c9d42810a5db235a14f5bac9043 | 2026-01-04T14:38:16.467592Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/scripts/qwen_omni_merge.py | scripts/qwen_omni_merge.py | # Copyright 2025 the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/scripts/bench_qwen.py | scripts/bench_qwen.py | # Copyright 2025 the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/scripts/pissa_init.py | scripts/pissa_init.py | # Copyright 2025 HuggingFace Inc. and the LlamaFactory team.
#
# This code is based on the HuggingFace's PEFT library.
# https://github.com/huggingface/peft/blob/v0.11.0/examples/pissa_finetuning/preprocess.py
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in comp... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/scripts/eval_bleu_rouge.py | scripts/eval_bleu_rouge.py | # Copyright 2025 the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/scripts/llama_pro.py | scripts/llama_pro.py | # Copyright 2025 Tencent Inc. and the LlamaFactory team.
#
# This code is inspired by the Tencent's LLaMA-Pro library.
# https://github.com/TencentARC/LLaMA-Pro/blob/main/scripts/block_expansion.py
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with ... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/scripts/megatron_merge.py | scripts/megatron_merge.py | # Copyright 2025 the ROLL team and the LlamaFactory team.
#
# This code is modified from the ROLL library.
# https://github.com/alibaba/ROLL/blob/main/mcore_adapter/tools/convert.py
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# Y... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/scripts/vllm_infer.py | scripts/vllm_infer.py | # Copyright 2025 the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/scripts/loftq_init.py | scripts/loftq_init.py | # Copyright 2025 HuggingFace Inc. and the LlamaFactory team.
#
# This code is based on the HuggingFace's PEFT library.
# https://github.com/huggingface/peft/blob/v0.10.0/examples/loftq_finetuning/quantize_save_load.py
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/scripts/api_example/test_toolcall.py | scripts/api_example/test_toolcall.py | # Copyright 2025 the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/scripts/api_example/test_image.py | scripts/api_example/test_image.py | # Copyright 2025 the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/scripts/convert_ckpt/llamafy_qwen.py | scripts/convert_ckpt/llamafy_qwen.py | # Copyright 2025 the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/scripts/convert_ckpt/tiny_llama4.py | scripts/convert_ckpt/tiny_llama4.py | # Copyright 2025 the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/scripts/convert_ckpt/llamafy_baichuan2.py | scripts/convert_ckpt/llamafy_baichuan2.py | # Copyright 2025 the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/scripts/stat_utils/cal_mfu.py | scripts/stat_utils/cal_mfu.py | # Copyright 2025 the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/scripts/stat_utils/length_cdf.py | scripts/stat_utils/length_cdf.py | # Copyright 2025 the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/scripts/stat_utils/cal_lr.py | scripts/stat_utils/cal_lr.py | # Copyright 2025 imoneoi and the LlamaFactory team.
#
# This code is inspired by the imoneoi's OpenChat library.
# https://github.com/imoneoi/openchat/blob/3.6.0/ochat/training_deepspeed/train.py
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with th... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/scripts/stat_utils/cal_flops.py | scripts/stat_utils/cal_flops.py | # Copyright 2025 Microsoft Corporation and the LlamaFactory team.
#
# This code is inspired by the Microsoft's DeepSpeed library.
# https://www.deepspeed.ai/tutorials/flops-profiler/
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# ... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/scripts/stat_utils/cal_ppl.py | scripts/stat_utils/cal_ppl.py | # Copyright 2025 the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/tests_v1/conftest.py | tests_v1/conftest.py | # Copyright 2025 the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/tests_v1/utils/test_batching_queue.py | tests_v1/utils/test_batching_queue.py | # Copyright 2025 the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/tests_v1/plugins/data_plugins/test_converter.py | tests_v1/plugins/data_plugins/test_converter.py | # Copyright 2025 the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/tests_v1/plugins/model_plugins/test_kernel_plugin.py | tests_v1/plugins/model_plugins/test_kernel_plugin.py | # Copyright 2025 the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/tests_v1/plugins/model_plugins/test_init_plugin.py | tests_v1/plugins/model_plugins/test_init_plugin.py | # Copyright 2025 the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/tests_v1/accelerator/test_interface.py | tests_v1/accelerator/test_interface.py | # Copyright 2025 the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/tests_v1/core/test_data_loader.py | tests_v1/core/test_data_loader.py | # Copyright 2025 the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/tests_v1/core/test_model_loader.py | tests_v1/core/test_model_loader.py | # Copyright 2025 the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/tests_v1/core/test_data_engine.py | tests_v1/core/test_data_engine.py | # Copyright 2025 the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/tests_v1/config/test_args_parser.py | tests_v1/config/test_args_parser.py | # Copyright 2025 the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/train.py | src/train.py | # Copyright 2025 the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/api.py | src/api.py | # Copyright 2025 the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/webui.py | src/webui.py | # Copyright 2025 the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/llamafactory/cli.py | src/llamafactory/cli.py | # Copyright 2025 the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/llamafactory/launcher.py | src/llamafactory/launcher.py | # Copyright 2025 the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/llamafactory/__init__.py | src/llamafactory/__init__.py | # Copyright 2025 the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/llamafactory/third_party/__init__.py | src/llamafactory/third_party/__init__.py | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false | |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/llamafactory/third_party/muon/muon.py | src/llamafactory/third_party/muon/muon.py | # Copyright 2025 Moonshot AI and the LlamaFactory team.
#
# This code is based on the MoonshotAI's Moonlight library.
# https://github.com/MoonshotAI/Moonlight/blob/master/examples/toy_train.py
# and the Keller Jordan's Muon library.
# https://github.com/KellerJordan/Muon/blob/master/muon.py
#
# Licensed under the Apac... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/llamafactory/third_party/muon/__init__.py | src/llamafactory/third_party/muon/__init__.py | # Copyright 2025 the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/llamafactory/chat/kt_engine.py | src/llamafactory/chat/kt_engine.py | # Copyright 2025 the KVCache.AI team, Approaching AI, and the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless ... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/llamafactory/chat/hf_engine.py | src/llamafactory/chat/hf_engine.py | # Copyright 2025 the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/llamafactory/chat/vllm_engine.py | src/llamafactory/chat/vllm_engine.py | # Copyright 2025 the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/llamafactory/chat/sglang_engine.py | src/llamafactory/chat/sglang_engine.py | # Copyright 2025 the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/llamafactory/chat/chat_model.py | src/llamafactory/chat/chat_model.py | # Copyright 2025 THUDM and the LlamaFactory team.
#
# This code is inspired by the THUDM's ChatGLM implementation.
# https://github.com/THUDM/ChatGLM-6B/blob/main/cli_demo.py
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may ... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/llamafactory/chat/__init__.py | src/llamafactory/chat/__init__.py | # Copyright 2025 the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/llamafactory/chat/base_engine.py | src/llamafactory/chat/base_engine.py | # Copyright 2025 the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/llamafactory/train/callbacks.py | src/llamafactory/train/callbacks.py | # Copyright 2025 the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/llamafactory/train/trainer_utils.py | src/llamafactory/train/trainer_utils.py | # Copyright 2025 HuggingFace Inc. and the LlamaFactory team.
#
# This code is inspired by the original GaLore's implementation: https://github.com/jiaweizzhao/GaLore
# and the original LoRA+'s implementation: https://github.com/nikhil-ghosh-berkeley/loraplus
# and the original BAdam's implementation: https://github.com... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/llamafactory/train/test_utils.py | src/llamafactory/train/test_utils.py | # Copyright 2025 the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/llamafactory/train/tuner.py | src/llamafactory/train/tuner.py | # Copyright 2025 the KVCache.AI team, Approaching AI, and the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless ... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/llamafactory/train/__init__.py | src/llamafactory/train/__init__.py | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false | |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/llamafactory/train/fp8_utils.py | src/llamafactory/train/fp8_utils.py | # Copyright 2025 the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/llamafactory/train/ppo/trainer.py | src/llamafactory/train/ppo/trainer.py | # Copyright 2025 HuggingFace Inc. and the LlamaFactory team.
#
# This code is inspired by the HuggingFace's TRL library.
# https://github.com/huggingface/trl/blob/v0.8.0/trl/trainer/ppo_trainer.py
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with t... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/llamafactory/train/ppo/__init__.py | src/llamafactory/train/ppo/__init__.py | # Copyright 2025 the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/llamafactory/train/ppo/workflow.py | src/llamafactory/train/ppo/workflow.py | # Copyright 2025 HuggingFace Inc. and the LlamaFactory team.
#
# This code is inspired by the HuggingFace's TRL library.
# https://github.com/huggingface/trl/blob/v0.8.0/examples/scripts/ppo.py
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the ... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/llamafactory/train/ppo/ppo_utils.py | src/llamafactory/train/ppo/ppo_utils.py | # Copyright 2025 the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/llamafactory/train/sft/trainer.py | src/llamafactory/train/sft/trainer.py | # Copyright 2025 HuggingFace Inc. and the LlamaFactory team.
#
# This code is inspired by the HuggingFace's transformers library.
# https://github.com/huggingface/transformers/blob/v4.40.0/src/transformers/trainer_seq2seq.py
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/llamafactory/train/sft/__init__.py | src/llamafactory/train/sft/__init__.py | # Copyright 2025 the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/llamafactory/train/sft/workflow.py | src/llamafactory/train/sft/workflow.py | # Copyright 2025 HuggingFace Inc. and the LlamaFactory team.
#
# This code is inspired by the HuggingFace's transformers library.
# https://github.com/huggingface/transformers/blob/v4.40.0/examples/pytorch/summarization/run_summarization.py
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may n... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/llamafactory/train/sft/metric.py | src/llamafactory/train/sft/metric.py | # Copyright 2025 HuggingFace Inc., THUDM, and the LlamaFactory team.
#
# This code is inspired by the HuggingFace's transformers library and the THUDM's ChatGLM implementation.
# https://github.com/huggingface/transformers/blob/v4.40.0/examples/pytorch/summarization/run_summarization.py
# https://github.com/THUDM/ChatG... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/llamafactory/train/pt/trainer.py | src/llamafactory/train/pt/trainer.py | # Copyright 2025 the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/llamafactory/train/pt/__init__.py | src/llamafactory/train/pt/__init__.py | # Copyright 2025 the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/llamafactory/train/pt/workflow.py | src/llamafactory/train/pt/workflow.py | # Copyright 2025 HuggingFace Inc. and the LlamaFactory team.
#
# This code is inspired by the HuggingFace's transformers library.
# https://github.com/huggingface/transformers/blob/v4.40.0/examples/pytorch/language-modeling/run_clm.py
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/llamafactory/train/dpo/trainer.py | src/llamafactory/train/dpo/trainer.py | # Copyright 2025 HuggingFace Inc. and the LlamaFactory team.
#
# This code is inspired by the HuggingFace's TRL library.
# https://github.com/huggingface/trl/blob/v0.8.0/trl/trainer/dpo_trainer.py
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with t... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/llamafactory/train/dpo/__init__.py | src/llamafactory/train/dpo/__init__.py | # Copyright 2025 the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/llamafactory/train/dpo/workflow.py | src/llamafactory/train/dpo/workflow.py | # Copyright 2025 HuggingFace Inc. and the LlamaFactory team.
#
# This code is inspired by the HuggingFace's TRL library.
# https://github.com/huggingface/trl/blob/v0.8.0/examples/scripts/dpo.py
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the ... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/llamafactory/train/dpo/ktrainer.py | src/llamafactory/train/dpo/ktrainer.py | # Copyright 2025 HuggingFace Inc. and the LlamaFactory team.
#
# This code is inspired by the HuggingFace's TRL library.
# https://github.com/huggingface/trl/blob/v0.8.0/trl/trainer/dpo_trainer.py
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with t... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/llamafactory/train/kto/trainer.py | src/llamafactory/train/kto/trainer.py | # Copyright 2025 HuggingFace Inc. and the LlamaFactory team.
#
# This code is inspired by the HuggingFace's TRL library.
# https://github.com/huggingface/trl/blob/v0.8.0/trl/trainer/kto_trainer.py
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with t... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/llamafactory/train/kto/__init__.py | src/llamafactory/train/kto/__init__.py | # Copyright 2025 the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/llamafactory/train/kto/workflow.py | src/llamafactory/train/kto/workflow.py | # Copyright 2025 HuggingFace Inc. and the LlamaFactory team.
#
# This code is inspired by the HuggingFace's TRL library.
# https://github.com/huggingface/trl/blob/v0.8.0/examples/scripts/kto.py
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the ... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/llamafactory/train/mca/trainer.py | src/llamafactory/train/mca/trainer.py | # Copyright 2025 the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/llamafactory/train/mca/__init__.py | src/llamafactory/train/mca/__init__.py | # Copyright 2025 the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/llamafactory/train/mca/workflow.py | src/llamafactory/train/mca/workflow.py | # Copyright 2025 the ROLL team and the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable ... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/llamafactory/train/rm/trainer.py | src/llamafactory/train/rm/trainer.py | # Copyright 2025 HuggingFace Inc. and the LlamaFactory team.
#
# This code is inspired by the HuggingFace's transformers library.
# https://github.com/huggingface/transformers/blob/v4.40.0/src/transformers/trainer.py
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except ... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/llamafactory/train/rm/__init__.py | src/llamafactory/train/rm/__init__.py | # Copyright 2025 the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/llamafactory/train/rm/workflow.py | src/llamafactory/train/rm/workflow.py | # Copyright 2025 HuggingFace Inc. and the LlamaFactory team.
#
# This code is inspired by the HuggingFace's transformers library.
# https://github.com/huggingface/transformers/blob/v4.40.0/examples/pytorch/summarization/run_summarization.py
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may n... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/llamafactory/train/rm/metric.py | src/llamafactory/train/rm/metric.py | # Copyright 2025 the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/llamafactory/model/patcher.py | src/llamafactory/model/patcher.py | # Copyright 2025 the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/llamafactory/model/loader.py | src/llamafactory/model/loader.py | # Copyright 2025 the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/llamafactory/model/__init__.py | src/llamafactory/model/__init__.py | # Copyright 2025 the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/llamafactory/model/adapter.py | src/llamafactory/model/adapter.py | # Copyright 2025 the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/llamafactory/model/model_utils/kv_cache.py | src/llamafactory/model/model_utils/kv_cache.py | # Copyright 2025 the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/llamafactory/model/model_utils/quantization.py | src/llamafactory/model/model_utils/quantization.py | # Copyright 2025 HuggingFace Inc. and the LlamaFactory team.
#
# This code is inspired by the HuggingFace's Transformers and Optimum library.
# https://github.com/huggingface/transformers/blob/v4.41.0/src/transformers/utils/quantization_config.py
# https://github.com/huggingface/optimum/blob/v1.20.0/optimum/gptq/data.p... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/llamafactory/model/model_utils/liger_kernel.py | src/llamafactory/model/model_utils/liger_kernel.py | # Copyright 2025 the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/llamafactory/model/model_utils/packing.py | src/llamafactory/model/model_utils/packing.py | # Copyright 2025 Musab Gultekin and the LlamaFactory team.
#
# This code is based on the Musab Gultekin's functionary library.
# https://github.com/MeetKai/functionary/blob/main/functionary/train/packing/monkey_patch_packing.py
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this f... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/llamafactory/model/model_utils/checkpointing.py | src/llamafactory/model/model_utils/checkpointing.py | # Copyright 2025 HuggingFace Inc., Daniel Han-Chen & the Unsloth team and the LlamaFactory team.
#
# This code is inspired by the HuggingFace's Transformers and PEFT library,
# https://github.com/huggingface/transformers/blob/v4.40.0/src/transformers/modeling_utils.py
# https://github.com/huggingface/peft/blob/v0.10.0/... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/llamafactory/model/model_utils/unsloth.py | src/llamafactory/model/model_utils/unsloth.py | # Copyright 2025 the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/llamafactory/model/model_utils/visual.py | src/llamafactory/model/model_utils/visual.py | # Copyright 2025 HuggingFace Inc. and the LlamaFactory team.
#
# This code is inspired by the HuggingFace's Transformers library.
# https://github.com/huggingface/transformers/blob/v4.40.0/src/transformers/models/llava/modeling_llava.py
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not u... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/llamafactory/model/model_utils/mod.py | src/llamafactory/model/model_utils/mod.py | # Copyright 2025 the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/llamafactory/model/model_utils/ktransformers.py | src/llamafactory/model/model_utils/ktransformers.py | # Copyright 2025 the KVCache.AI team, Approaching AI, and the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless ... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/llamafactory/model/model_utils/misc.py | src/llamafactory/model/model_utils/misc.py | # Copyright 2025 the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/llamafactory/model/model_utils/moe.py | src/llamafactory/model/model_utils/moe.py | # Copyright 2025 the LlamaFactory team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
hiyouga/LlamaFactory | https://github.com/hiyouga/LlamaFactory/blob/f60a6e3d015962198b7c626936f117e83260bde9/src/llamafactory/model/model_utils/__init__.py | src/llamafactory/model/model_utils/__init__.py | python | Apache-2.0 | f60a6e3d015962198b7c626936f117e83260bde9 | 2026-01-04T14:38:25.134237Z | false |
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