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+# Local stuff
+.DS_Store
+.vscode/
+test/
+test.py
+output/
+output2/
+logs/
+op_*/
+autotrain.db
+autotrain.log
+*.db
+data/
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+autotrain-data*
+autotrain-*
+op-*
+# C extensions
+*.so
+test.yml
+test.ipynb
+output.png
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+pip-wheel-metadata/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+# Translations
+*.mo
+*.pot
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+# Flask stuff:
+instance/
+.webassets-cache
+# Scrapy stuff:
+.scrapy
+# Sphinx documentation
+docs/_build/
+# PyBuilder
+target/
+# Jupyter Notebook
+.ipynb_checkpoints
+# IPython
+profile_default/
+ipython_config.py
+# pyenv
+.python-version
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow
+__pypackages__/
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+# SageMath parsed files
+*.sage.py
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+# Spyder project settings
+.spyderproject
+.spyproject
+# Rope project settings
+.ropeproject
+# mkdocs documentation
+/site
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+# Pyre type checker
+.pyre/

Dockerfile ADDED Viewed

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+FROM nvidia/cuda:12.1.1-cudnn8-runtime-ubuntu22.04
+ENV DEBIAN_FRONTEND=noninteractive \
+    TZ=UTC \
+    HF_HUB_ENABLE_HF_TRANSFER=1
+ENV PATH="${HOME}/miniconda3/bin:${PATH}"
+ARG PATH="${HOME}/miniconda3/bin:${PATH}"
+ENV PATH="/app/ngc-cli:${PATH}"
+ARG PATH="/app/ngc-cli:${PATH}"
+RUN mkdir -p /tmp/model && \
+    chown -R 1000:1000 /tmp/model && \
+    mkdir -p /tmp/data && \
+    chown -R 1000:1000 /tmp/data
+RUN apt-get update &&  \
+    apt-get upgrade -y &&  \
+    apt-get install -y \
+    build-essential \
+    cmake \
+    curl \
+    ca-certificates \
+    gcc \
+    git \
+    locales \
+    net-tools \
+    wget \
+    libpq-dev \
+    libsndfile1-dev \
+    git \
+    git-lfs \
+    libgl1 \
+    unzip \
+    libjpeg-dev \
+    libpng-dev \
+    libgomp1 \
+    && rm -rf /var/lib/apt/lists/* && \
+    apt-get clean
+RUN curl -s https://packagecloud.io/install/repositories/github/git-lfs/script.deb.sh | bash && \
+    git lfs install
+WORKDIR /app
+RUN mkdir -p /app/.cache
+ENV HF_HOME="/app/.cache"
+RUN useradd -m -u 1000 user
+RUN chown -R user:user /app
+USER user
+ENV HOME=/app
+ENV PYTHONPATH=$HOME/app \
+    PYTHONUNBUFFERED=1 \
+    GRADIO_ALLOW_FLAGGING=never \
+    GRADIO_NUM_PORTS=1 \
+    GRADIO_SERVER_NAME=0.0.0.0 \
+    SYSTEM=spaces
+RUN wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh \
+    && sh Miniconda3-latest-Linux-x86_64.sh -b -p /app/miniconda \
+    && rm -f Miniconda3-latest-Linux-x86_64.sh
+ENV PATH /app/miniconda/bin:$PATH
+RUN conda create -p /app/env -y python=3.10
+SHELL ["conda", "run","--no-capture-output", "-p","/app/env", "/bin/bash", "-c"]
+RUN conda install pytorch==2.4.0 torchvision==0.19.0 torchaudio==2.4.0 pytorch-cuda=12.1 -c pytorch -c nvidia && \
+    conda clean -ya && \
+    conda install -c "nvidia/label/cuda-12.1.1" cuda-nvcc && conda clean -ya && \
+    conda install xformers -c xformers && conda clean -ya
+COPY --chown=1000:1000 . /app/
+RUN pip install -e . && \
+    python -m nltk.downloader punkt && \
+    pip install -U ninja && \
+    pip install -U flash-attn --no-build-isolation && \
+    pip install -U deepspeed && \
+    pip install --upgrade --force-reinstall --no-cache-dir "unsloth[cu121-ampere-torch230] @ git+https://github.com/unslothai/unsloth.git" --no-deps && \
+    pip cache purge

Dockerfile.api ADDED Viewed

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1	+ FROM huggingface/autotrain-advanced:latest
2	+
3	+ CMD autotrain api --port 7860 --host 0.0.0.0

Dockerfile.app ADDED Viewed

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1	+ FROM huggingface/autotrain-advanced:latest
2	+ CMD uvicorn autotrain.app:app --host 0.0.0.0 --port 7860 --reload --workers 4

LICENSE ADDED Viewed

	@@ -0,0 +1,202 @@

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Makefile ADDED Viewed

	@@ -0,0 +1,39 @@

+.PHONY: quality style test
+# Check that source code meets quality standards
+quality:
+	black --check --line-length 119 --target-version py38 .
+	isort --check-only .
+	flake8 --max-line-length 119
+# Format source code automatically
+style:
+	black --line-length 119 --target-version py38 .
+	isort .
+test:
+	pytest -sv ./src/
+docker:
+	docker build -t autotrain-advanced:latest .
+	docker tag autotrain-advanced:latest huggingface/autotrain-advanced:latest
+	docker push huggingface/autotrain-advanced:latest
+api:
+	docker build -t autotrain-advanced-api:latest -f Dockerfile.api .
+	docker tag autotrain-advanced-api:latest public.ecr.aws/z4c3o6n6/autotrain-api:latest
+	docker push public.ecr.aws/z4c3o6n6/autotrain-api:latest
+ngc:
+	docker build -t autotrain-advanced:latest .
+	docker tag autotrain-advanced:latest nvcr.io/ycymhzotssoi/autotrain-advanced:latest
+	docker push nvcr.io/ycymhzotssoi/autotrain-advanced:latest
+pip:
+	rm -rf build/
+	rm -rf dist/
+	make style && make quality
+	python setup.py sdist bdist_wheel
+	twine upload dist/* --verbose --repository autotrain-advanced

Manifest.in ADDED Viewed

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1	+ recursive-include src/autotrain/static *
2	+ recursive-include src/autotrain/templates *

README.md ADDED Viewed

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+# 🤗 AutoTrain Advanced
+AutoTrain Advanced: faster and easier training and deployments of state-of-the-art machine learning models. AutoTrain Advanced is a no-code solution that allows you to train machine learning models in just a few clicks. Please note that you must upload data in correct format for project to be created. For help regarding proper data format and pricing, check out the documentation.
+NOTE: AutoTrain is free! You only pay for the resources you use in case you decide to run AutoTrain on Hugging Face Spaces. When running locally, you only pay for the resources you use on your own infrastructure.
+## Supported Tasks
+| Task | Status | Python Notebook | Example Configs |
+| --- | --- | --- | --- |
+| LLM SFT Finetuning | ✅ | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/huggingface/autotrain-advanced/blob/main/notebooks/llm_finetuning.ipynb) | [llm_sft_finetune.yaml](https://github.com/huggingface/autotrain-advanced/blob/main/configs/llm_finetuning/smollm2.yml) |
+| LLM ORPO Finetuning | ✅ | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/huggingface/autotrain-advanced/blob/main/notebooks/llm_finetuning.ipynb) | [llm_orpo_finetune.yaml](https://github.com/huggingface/autotrain-advanced/blob/main/configs/llm_finetuning/llama3-8b-orpo.yml) |
+| LLM DPO Finetuning | ✅ | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/huggingface/autotrain-advanced/blob/main/notebooks/llm_finetuning.ipynb) | [llm_dpo_finetune.yaml](https://github.com/huggingface/autotrain-advanced/blob/main/configs/llm_finetuning/llama3-8b-dpo-qlora.yml) |
+| LLM Reward Finetuning | ✅ | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/huggingface/autotrain-advanced/blob/main/notebooks/llm_finetuning.ipynb) | [llm_reward_finetune.yaml](https://github.com/huggingface/autotrain-advanced/blob/main/configs/llm_finetuning/llama32-1b-sft.yml) |
+| LLM Generic/Default Finetuning | ✅ | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/huggingface/autotrain-advanced/blob/main/notebooks/llm_finetuning.ipynb) | [llm_generic_finetune.yaml](https://github.com/huggingface/autotrain-advanced/blob/main/configs/llm_finetuning/gpt2_sft.yml) |
+| Text Classification | ✅ | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/huggingface/autotrain-advanced/blob/main/notebooks/text_classification.ipynb) | [text_classification.yaml](https://github.com/huggingface/autotrain-advanced/tree/main/configs/text_classification) |
+| Text Regression | ✅ | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/huggingface/autotrain-advanced/blob/main/notebooks/text_regression.ipynb) | [text_regression.yaml](https://github.com/huggingface/autotrain-advanced/tree/main/configs/text_regression) |
+| Token Classification | ✅ | Coming Soon | [token_classification.yaml](https://github.com/huggingface/autotrain-advanced/tree/main/configs/token_classification) |
+| Seq2Seq | ✅ | Coming Soon | [seq2seq.yaml](https://github.com/huggingface/autotrain-advanced/tree/main/configs/seq2seq) |
+| Extractive Question Answering | ✅ | Coming Soon | [extractive_qa.yaml](https://github.com/huggingface/autotrain-advanced/tree/main/configs/extractive_question_answering) |
+| Image Classification | ✅ | Coming Soon | [image_classification.yaml](https://github.com/huggingface/autotrain-advanced/tree/main/configs/image_classification) |
+| Image Scoring/Regression | ✅ | Coming Soon | [image_regression.yaml](https://github.com/huggingface/autotrain-advanced/tree/main/configs/image_scoring) |
+| VLM | 🟥 | Coming Soon | [vlm.yaml](https://github.com/huggingface/autotrain-advanced/tree/main/configs/vlm) |
+## Running UI on Colab or Hugging Face Spaces
+- Deploy AutoTrain on Hugging Face Spaces: [![Deploy on Spaces](https://huggingface.co/datasets/huggingface/badges/resolve/main/deploy-on-spaces-md.svg)](https://huggingface.co/login?next=%2Fspaces%2Fautotrain-projects%2Fautotrain-advanced%3Fduplicate%3Dtrue)
+- Run AutoTrain UI on Colab via ngrok: [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/huggingface/autotrain-advanced/blob/main/colabs/AutoTrain_ngrok.ipynb)
+## Local Installation
+You can Install AutoTrain-Advanced python package via PIP. Please note you will need python >= 3.10 for AutoTrain Advanced to work properly.
+    pip install autotrain-advanced
+Please make sure that you have git lfs installed. Check out the instructions here: https://github.com/git-lfs/git-lfs/wiki/Installation
+You also need to install torch, torchaudio and torchvision.
+The best way to run autotrain is in a conda environment. You can create a new conda environment with the following command:
+    conda create -n autotrain python=3.10
+    conda activate autotrain
+    pip install autotrain-advanced
+    conda install pytorch torchvision torchaudio pytorch-cuda=12.1 -c pytorch -c nvidia
+    conda install -c "nvidia/label/cuda-12.1.0" cuda-nvcc
+Once done, you can start the application using:
+    autotrain app --port 8080 --host 127.0.0.1
+If you are not fond of UI, you can use AutoTrain Configs to train using command line or simply AutoTrain CLI.
+To use config file for training, you can use the following command:
+    autotrain --config <path_to_config_file>
+You can find sample config files in the `configs` directory of this repository.
+Example config file for finetuning SmolLM2:
+```yaml
+task: llm-sft
+base_model: HuggingFaceTB/SmolLM2-1.7B-Instruct
+project_name: autotrain-smollm2-finetune
+log: tensorboard
+backend: local
+data:
+  path: HuggingFaceH4/no_robots
+  train_split: train
+  valid_split: null
+  chat_template: tokenizer
+  column_mapping:
+    text_column: messages
+params:
+  block_size: 2048
+  model_max_length: 4096
+  epochs: 2
+  batch_size: 1
+  lr: 1e-5
+  peft: true
+  quantization: int4
+  target_modules: all-linear
+  padding: right
+  optimizer: paged_adamw_8bit
+  scheduler: linear
+  gradient_accumulation: 8
+  mixed_precision: bf16
+  merge_adapter: true
+hub:
+  username: ${HF_USERNAME}
+  token: ${HF_TOKEN}
+  push_to_hub: true
+```
+To fine-tune a model using the config file above, you can use the following command:
+```bash
+$ export HF_USERNAME=<your_hugging_face_username>
+$ export HF_TOKEN=<your_hugging_face_write_token>
+$ autotrain --config <path_to_config_file>
+```
+## Documentation
+Documentation is available at https://hf.co/docs/autotrain/
+## Citation
+```
+@inproceedings{thakur-2024-autotrain,
+    title = "{A}uto{T}rain: No-code training for state-of-the-art models",
+    author = "Thakur, Abhishek",
+    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
+    month = nov,
+    year = "2024",
+    address = "Miami, Florida, USA",
+    publisher = "Association for Computational Linguistics",
+    url = "https://aclanthology.org/2024.emnlp-demo.44",
+    pages = "419--423",
+    abstract = "With the advancements in open-source models, training(or finetuning) models on custom datasets has become a crucial part of developing solutions which are tailored to specific industrial or open-source applications. Yet, there is no single tool which simplifies the process of training across different types of modalities or tasks.We introduce AutoTrain(aka AutoTrain Advanced){---}an open-source, no code tool/library which can be used to train (or finetune) models for different kinds of tasks such as: large language model (LLM) finetuning, text classification/regression, token classification, sequence-to-sequence task, finetuning of sentence transformers, visual language model (VLM) finetuning, image classification/regression and even classification and regression tasks on tabular data. AutoTrain Advanced is an open-source library providing best practices for training models on custom datasets. The library is available at https://github.com/huggingface/autotrain-advanced. AutoTrain can be used in fully local mode or on cloud machines and works with tens of thousands of models shared on Hugging Face Hub and their variations.",
+}
+```

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-#
-# SPDX-FileCopyrightText: Hadad <hadad@linuxmail.org>
-# SPDX-License-Identifier: Apache-2.0
-#
-# Use a specific container image for the sever
-FROM hadadrjt/ai:latest
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ai/README.md DELETED Viewed

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----
-title: Demo Playground
-license: apache-2.0
-emoji: ⚡
-colorFrom: purple
-colorTo: green
-sdk: docker
-app_port: 7860
-pinned: false
-thumbnail: >-
-  https://cdn-uploads.huggingface.co/production/uploads/686e28b405d4ddcdd96adeb2/i9iufR3L-rgj39mk_B9QW.jpeg
-# Used to promote this Hugging Face Space
-models:
-- hadadrjt/JARVIS
-- agentica-org/DeepCoder-14B-Preview
-- agentica-org/DeepSWE-Preview
-- fka/awesome-chatgpt-prompts
-- black-forest-labs/FLUX.1-Kontext-dev
-- ChatDOC/OCRFlux-3B
-- deepseek-ai/DeepSeek-R1
-- deepseek-ai/DeepSeek-R1-0528
-- deepseek-ai/DeepSeek-R1-Distill-Llama-70B
-- deepseek-ai/DeepSeek-R1-Distill-Qwen-32B
-- deepseek-ai/DeepSeek-R1-0528-Qwen3-8B
-- deepseek-ai/DeepSeek-V3-0324
-- google/gemma-3-1b-it
-- google/gemma-3-27b-it
-- google/gemma-3-4b-it
-- google/gemma-3n-E4B-it
-- google/gemma-3n-E4B-it-litert-preview
-- google/medsiglip-448
-- kyutai/tts-1.6b-en_fr
-- meta-llama/Llama-3.1-8B-Instruct
-- meta-llama/Llama-3.2-3B-Instruct
-- meta-llama/Llama-3.3-70B-Instruct
-- meta-llama/Llama-4-Maverick-17B-128E-Instruct
-- meta-llama/Llama-4-Scout-17B-16E-Instruct
-- microsoft/Phi-4-mini-instruct
-- mistralai/Devstral-Small-2505
-- mistralai/Mistral-Small-3.1-24B-Instruct-2503
-- openai/webgpt_comparisons
-- openai/whisper-large-v3-turbo
-- openai/gpt-oss-120b
-- openai/gpt-oss-20b
-- Qwen/QwQ-32B
-- Qwen/Qwen2.5-VL-32B-Instruct
-- Qwen/Qwen2.5-VL-3B-Instruct
-- Qwen/Qwen2.5-VL-72B-Instruct
-- Qwen/Qwen3-235B-A22B
-- THUDM/GLM-4.1V-9B-Thinking
-- tngtech/DeepSeek-TNG-R1T2-Chimera
-- moonshotai/Kimi-K2-Instruct
-- Qwen/Qwen3-235B-A22B-Instruct-2507
-- Qwen/Qwen3-Coder-480B-A35B-Instruct
-- Qwen/Qwen3-235B-A22B-Thinking-2507
-- zai-org/GLM-4.5
-- zai-org/GLM-4.5-Air
-- zai-org/GLM-4.5V
-- deepseek-ai/DeepSeek-V3.1
-- deepseek-ai/DeepSeek-V3.1-Base
-# Used to promote this Hugging Face Space
-datasets:
-- fka/awesome-chatgpt-prompts
----

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ai/assets/css/button.css DELETED Viewed

@@ -1,65 +0,0 @@
-/*
- * SPDX-FileCopyrightText: Hadad <hadad@linuxmail.org>
- * SPDX-License-Identifier: Apache-2.0
- */
-#sendBtn, #stopBtn {
-  width: 2.75rem;
-  height: 2.75rem;
-  border: none;
-  border-radius: 50%;
-  display: flex;
-  justify-content: center;
-  align-items: center;
-  cursor: pointer;
-  transition: all 0.2s cubic-bezier(0.4, 0, 0.2, 1);
-  flex-shrink: 0;
-  box-shadow: 0 2px 4px rgba(0, 0, 0, 0.2);
-}
-#sendBtn {
-  background: linear-gradient(135deg, var(--color-primary), #2563eb);
-  color: white;
-}
-#sendBtn:hover:not(:disabled) {
-  transform: translateY(-2px) scale(1.05);
-  box-shadow: 0 4px 8px rgba(59, 130, 246, 0.3);
-}
-#sendBtn:active:not(:disabled) {
-  transform: translateY(0) scale(0.98);
-}
-#sendBtn:disabled {
-  opacity: 0.6;
-  cursor: not-allowed;
-  transform: scale(0.96);
-}
-#stopBtn {
-  background: linear-gradient(135deg, #ef4444, #dc2626);
-  color: white;
-  display: none;
-  box-shadow: 0 2px 4px rgba(239, 68, 68, 0.2);
-}
-#stopBtn:hover {
-  transform: translateY(-2px) scale(1.05);
-  box-shadow: 0 4px 8px rgba(239, 68, 68, 0.3);
-}
-#stopBtn:active {
-  transform: translateY(0) scale(0.98);
-}
-#sendIcon {
-  width: 1.25rem;
-  height: 1.25rem;
-  stroke: #fff;
-  transition: transform 0.2s ease;
-}
-#sendBtn:hover:not(:disabled) #sendIcon {
-  transform: translateX(2px);
-}

ai/assets/css/chat/bubble.css DELETED Viewed

@@ -1,56 +0,0 @@
-/*
- * SPDX-FileCopyrightText: Hadad <hadad@linuxmail.org>
- * SPDX-License-Identifier: Apache-2.0
- */
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-  font-size: 0.95rem;
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-  box-sizing: border-box;
-  max-width: 100%;
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-  transition: all 0.3s ease;
-}
-.bubble:hover {
-  box-shadow: 0 4px 8px rgba(0, 0, 0, 0.15);
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-}
-@keyframes bubbleAppear {
-  to {
-    opacity: 1;
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-}
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-  align-self: flex-end;
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ai/assets/css/chat/markdown.css DELETED Viewed

@@ -1,163 +0,0 @@
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@@ -1,58 +0,0 @@
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ai/assets/css/footer.css DELETED Viewed

@@ -1,21 +0,0 @@
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- */
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ai/assets/css/header.css DELETED Viewed

@@ -1,30 +0,0 @@
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- * SPDX-License-Identifier: Apache-2.0
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ai/assets/css/icon.css DELETED Viewed

@@ -1,83 +0,0 @@
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- * SPDX-FileCopyrightText: Hadad <hadad@linuxmail.org>
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ai/assets/css/input.css DELETED Viewed

@@ -1,41 +0,0 @@
-/*
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- * SPDX-License-Identifier: Apache-2.0
- */
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ai/assets/css/logo.css DELETED Viewed

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- */
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ai/assets/css/prompts.css DELETED Viewed

@@ -1,46 +0,0 @@
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- * SPDX-License-Identifier: Apache-2.0
- */
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ai/assets/css/screen/1200.css DELETED Viewed

@@ -1,15 +0,0 @@
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- * SPDX-License-Identifier: Apache-2.0
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ai/assets/css/screen/2000.css DELETED Viewed

@@ -1,50 +0,0 @@
-/*
- * SPDX-FileCopyrightText: Hadad <hadad@linuxmail.org>
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ai/assets/css/screen/320.css DELETED Viewed

@@ -1,82 +0,0 @@
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@@ -1,82 +0,0 @@
-/*
- * SPDX-FileCopyrightText: Hadad <hadad@linuxmail.org>
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@@ -1,51 +0,0 @@
-/*
- * SPDX-FileCopyrightText: Hadad <hadad@linuxmail.org>
- * SPDX-License-Identifier: Apache-2.0
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@@ -1,78 +0,0 @@
-/*
- * SPDX-FileCopyrightText: Hadad <hadad@linuxmail.org>
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- */
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-  :root {
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-    width: 2.25rem;
-    height: 2.25rem;
-  }
-  .title {
-    font-size: clamp(1.2rem, 5vw, 1.8rem);
-    margin-bottom: 1rem;
-  }
-  .prompts {
-    gap: 0.6rem;
-    margin-bottom: 1rem;
-  }
-  .prompt-item {
-    padding: 0.7rem 0.9rem;
-    gap: 0.6rem;
-  }
-  .icon {
-    width: 1rem;
-    height: 1rem;
-  }
-  .system {
-    font-size: 0.7rem;
-    margin-top: 1rem;
-  }
-  .bubble {
-    padding: 0.7rem 0.9rem;
-    font-size: 0.85rem;
-    border-radius: 0.75rem;
-    margin: 0.5rem 0;
-  }
-  .chat-title {
-    font-size: 0.9rem;
-  }
-  .icon-btn {
-    padding: 0.35rem;
-    width: 2rem;
-    height: 2rem;
-  }
-}

ai/assets/css/screen/720.css DELETED Viewed

@@ -1,88 +0,0 @@
-/*
- * SPDX-FileCopyrightText: Hadad <hadad@linuxmail.org>
- * SPDX-License-Identifier: Apache-2.0
- */
-@media (max-width: 767px) {
-  :root {
-    --header-height: 3rem;
-    --footer-height: 4.5rem;
-    --border-radius: 0.875rem;
-    --bubble-radius: 0.875rem;
-    --prompt-radius: 0.875rem;
-  }
-  .main-header, .chat-header {
-    padding: 0.5rem 0.75rem;
-  }
-  #chatBox {
-    padding: 0.6rem 0.75rem calc(var(--footer-height) + 0.75rem) 0.75rem;
-  }
-  #footerForm {
-    padding: 0.6rem 0.75rem;
-  }
-  #inputContainer {
-    padding: 0.2rem;
-  }
-  #userInput {
-    padding: 0.6rem 0.8rem;
-    font-size: 0.95rem;
-  }
-  #sendBtn, #stopBtn {
-    width: 2.5rem;
-    height: 2.5rem;
-  }
-  .title {
-    font-size: clamp(1.3rem, 5vw, 2rem);
-    margin-bottom: 1.2rem;
-  }
-  .prompts {
-    grid-template-columns: 1fr;
-    gap: 0.75rem;
-    margin-bottom: 1.2rem;
-  }
-  .prompt-item {
-    padding: 0.8rem 1rem;
-    gap: 0.7rem;
-  }
-  .icon {
-    width: 1.1rem;
-    height: 1.1rem;
-  }
-  .system {
-    font-size: 0.75rem;
-    margin-top: 1.2rem;
-    line-height: 1.5;
-  }
-  .bubble {
-    padding: 0.8rem 1rem;
-    font-size: 0.9rem;
-    border-radius: 0.875rem;
-    margin: 0.6rem 0;
-  }
-  .chat-title {
-    font-size: 0.95rem;
-  }
-  .chat-controls {
-    gap: 0.4rem;
-  }
-  .icon-btn {
-    padding: 0.4rem;
-    width: 2.25rem;
-    height: 2.25rem;
-  }
-}

ai/assets/css/screen/7680.css DELETED Viewed

@@ -1,51 +0,0 @@
-/*
- * SPDX-FileCopyrightText: Hadad <hadad@linuxmail.org>
- * SPDX-License-Identifier: Apache-2.0
- */
-@media (min-width: 7680px) {
-  :root {
-    --header-height: 7rem;
-    --footer-height: 9rem;
-    --border-radius: 2rem;
-    --bubble-radius: 2rem;
-    --prompt-radius: 2rem;
-    font-size: 1.6rem;
-  }
-  .title {
-    font-size: clamp(4rem, 1.5vw, 7rem);
-  }
-  .prompts {
-    grid-template-columns: repeat(auto-fit, minmax(400px, 1fr));
-    max-width: 3000px;
-    gap: 2rem;
-  }
-  .prompt-item {
-    padding: 2rem 2.25rem;
-    border-radius: 2rem;
-  }
-  .bubble {
-    padding: 2rem 2.25rem;
-    font-size: 1.4rem;
-    border-radius: 2rem;
-  }
-  #userInput {
-    padding: 1.5rem 2rem;
-    font-size: 1.4rem;
-  }
-  #sendBtn, #stopBtn {
-    width: 4.5rem;
-    height: 4.5rem;
-  }
-  .icon-btn {
-    width: 4rem;
-    height: 4rem;
-  }
-}

ai/assets/css/screen/common.css DELETED Viewed

@@ -1,66 +0,0 @@
-/*
- * SPDX-FileCopyrightText: Hadad <hadad@linuxmail.org>
- * SPDX-License-Identifier: Apache-2.0
- */
-.max-w-screen-xl {
-  max-width: min(1280px, 100%);
-  margin-left: auto;
-  margin-right: auto;
-  width: 100%;
-  padding-left: 1rem;
-  padding-right: 1rem;
-  box-sizing: border-box;
-}
-@media (min-width: 640px) {
-  .max-w-screen-xl {
-    padding-left: 1.5rem;
-    padding-right: 1.5rem;
-  }
-}
-@media (min-width: 1024px) {
-  .max-w-screen-xl {
-    padding-left: 2rem;
-    padding-right: 2rem;
-  }
-}
-@media (min-width: 1280px) {
-  .max-w-screen-xl {
-    padding-left: 3rem;
-    padding-right: 3rem;
-  }
-}
-@media (min-width: 1536px) {
-  .max-w-screen-xl {
-    padding-left: 4rem;
-    padding-right: 4rem;
-  }
-}
-@media (min-width: 2000px) {
-  .max-w-screen-xl {
-    max-width: 1600px;
-    padding-left: 5rem;
-    padding-right: 5rem;
-  }
-}
-@media (min-width: 3840px) {
-  .max-w-screen-xl {
-    max-width: 2400px;
-    padding-left: 6rem;
-    padding-right: 6rem;
-  }
-}
-@media (min-width: 7680px) {
-  .max-w-screen-xl {
-    max-width: 4000px;
-    padding-left: 8rem;
-    padding-right: 8rem;
-  }
-}

ai/assets/css/style.css DELETED Viewed

@@ -1,94 +0,0 @@
-/*
- * SPDX-FileCopyrightText: Hadad <hadad@linuxmail.org>
- * SPDX-License-Identifier: Apache-2.0
- */
-*, *::before, *::after {
-  box-sizing: border-box;
-  margin: 0;
-  padding: 0;
-}
-html, body {
-  width: 100%;
-  height: 100%;
-  overflow-x: hidden;
-  font-family: 'Inter', sans-serif;
-  font-size: 1rem;
-  -webkit-font-smoothing: antialiased;
-  -moz-osx-font-smoothing: grayscale;
-}
-body {
-  display: flex;
-  flex-direction: column;
-  background-color: var(--background-dark);
-  color: var(--text-dark);
-  overflow: hidden;
-  word-wrap: break-word;
-}
-:root {
-  --color-primary: #3b82f6;
-  --background-dark: #0f0f0f;
-  --background-light: #fff;
-  --text-dark: #e5e7eb;
-  --text-light: #111;
-  --white-line-color: #ffffff;
-  --header-height: 3.5rem;
-  --footer-height: 5rem;
-  --transition-speed: 0.3s;
-  --border-radius: 1rem;
-  --bubble-radius: 1rem;
-  --prompt-radius: 1rem;
-}
-main {
-  flex: 1;
-  display: flex;
-  flex-direction: column;
-  margin-top: var(--header-height);
-  height: calc(100vh - var(--header-height));
-  overflow: hidden;
-}
-#initialContent {
-  display: flex;
-  flex-direction: column;
-  align-items: center;
-  text-align: center;
-  max-width: 100%;
-  width: 100%;
-  height: 100%;
-  padding: 1.5rem 1rem;
-  box-sizing: border-box;
-  overflow-wrap: break-word;
-  word-wrap: break-word;
-  word-break: break-word;
-  animation: fadeIn 0.8s ease-out forwards;
-}
-.title {
-  font-size: clamp(1.5rem, 4vw, 2.5rem);
-  font-weight: 800;
-  color: #eaeef8;
-  margin-bottom: 1.5rem;
-  word-break: break-word;
-  overflow-wrap: break-word;
-  text-shadow: 0 2px 4px rgba(0, 0, 0, 0.2);
-  animation: slideInUp 0.6s ease-out forwards;
-}
-.system {
-  text-align: center;
-  margin-top: 5rem;
-  margin-bottom: 5rem;
-  font-size: 0.7rem;
-  color: #9ca3af;
-  word-break: break-word;
-  overflow-wrap: break-word;
-  max-width: 600px;
-  line-height: 1.6;
-  animation: fadeIn 1s ease-out 0.6s forwards;
-  opacity: 0;
-}

ai/assets/css/webkit.css DELETED Viewed

@@ -1,27 +0,0 @@
-/*
- * SPDX-FileCopyrightText: Hadad <hadad@linuxmail.org>
- * SPDX-License-Identifier: Apache-2.0
- */
-::-webkit-scrollbar {
-  width: 8px;
-  height: 8px;
-}
-::-webkit-scrollbar-track {
-  background: rgba(255, 255, 255, 0.05);
-  border-radius: 4px;
-}
-::-webkit-scrollbar-thumb {
-  background: rgba(59, 130, 246, 0.5);
-  border-radius: 4px;
-}
-::-webkit-scrollbar-thumb:hover {
-  background: rgba(59, 130, 246, 0.7);
-}
-* {
-  -webkit-tap-highlight-color: transparent;
-}

ai/assets/images/favicon.ico DELETED Viewed

Binary file (15.4 kB)

ai/assets/plugins/loader.js DELETED Viewed

@@ -1,315 +0,0 @@
-//
-// SPDX-FileCopyrightText: Hadad <hadad@linuxmail.org>
-// SPDX-License-Identifier: Apache-2.0
-//
-// Prism.
-Prism.plugins.autoloader.languages_path = 'https://cdnjs.cloudflare.com/ajax/libs/prism/1.29.0/components/';
-// WebSocket URL helper.
-function createWebSocket() {
-  return new WebSocket((window.location.protocol === "https:" ? "wss" : "ws") + "//" + window.location.host);
-}
-// UI elements.
-const chatArea = document.getElementById('chatArea');
-const chatBox = document.getElementById('chatBox');
-const initialContent = document.getElementById('initialContent');
-const form = document.getElementById('footerForm');
-const input = document.getElementById('userInput');
-const btn = document.getElementById('sendBtn');
-const stopBtn = document.getElementById('stopBtn');
-const promptItems = document.querySelectorAll('.prompt-item');
-const mainHeader = document.getElementById('mainHeader');
-const chatHeader = document.getElementById('chatHeader');
-const homeBtn = document.getElementById('homeBtn');
-const clearBtn = document.getElementById('clearBtn');
-// Track state.
-let socket = null;
-let streamMsg = null;
-let conversationHistory = [];
-let currentAssistantText = "";
-let isRequestActive = false;
-let abortController = null;
-// Render markdown content.
-function renderMarkdown(el) {
-  const raw = el.dataset.text || "";
-  const html = marked.parse(raw, {
-    gfm: true,
-    breaks: true,
-    smartLists: true,
-    smartypants: false,
-    headerIds: false
-  });
-  el.innerHTML = '<div class="md-content">' + html + '</div>';
-  const wrapper = el.querySelector('.md-content');
-  // Wrap tables.
-  const tables = wrapper.querySelectorAll('table');
-  tables.forEach(t => {
-    if (t.parentNode && t.parentNode.classList && t.parentNode.classList.contains('table-wrapper')) return;
-    const div = document.createElement('div');
-    div.className = 'table-wrapper';
-    t.parentNode.insertBefore(div, t);
-    div.appendChild(t);
-  });
-  // Style horizontal rules.
-  const hrs = wrapper.querySelectorAll('hr');
-  hrs.forEach(h => {
-    if (!h.classList.contains('styled-hr')) {
-      h.classList.add('styled-hr');
-    }
-  });
-  // Highlight code.
-  Prism.highlightAllUnder(wrapper);
-}
-// Chat view.
-function enterChatView() {
-  mainHeader.style.display = 'none';
-  chatHeader.style.display = 'flex';
-  chatHeader.setAttribute('aria-hidden', 'false');
-  chatBox.style.display = 'flex';
-  initialContent.style.display = 'none';
-}
-// Home view.
-function leaveChatView() {
-  mainHeader.style.display = 'flex';
-  chatHeader.style.display = 'none';
-  chatHeader.setAttribute('aria-hidden', 'true');
-  chatBox.style.display = 'none';
-  initialContent.style.display = 'flex';
-}
-// Chat bubble.
-function addMsg(who, text) {
-  const div = document.createElement('div');
-  div.className = 'bubble ' + (who === 'user' ? 'bubble-user' : 'bubble-assist');
-  div.dataset.text = text;
-  renderMarkdown(div);
-  chatBox.appendChild(div);
-  chatBox.style.display = 'flex';
-  chatBox.scrollTop = chatBox.scrollHeight;
-  return div;
-}
-// Clear all chat.
-function clearAllMessages() {
-  stopStream(true);
-  conversationHistory = [];
-  currentAssistantText = "";
-  if (streamMsg) {
-    const loadingEl = streamMsg.querySelector('.loading');
-    if (loadingEl) loadingEl.remove();
-    streamMsg = null;
-  }
-  chatBox.innerHTML = "";
-  input.value = "";
-  btn.disabled = true;
-  stopBtn.style.display = 'none';
-  btn.style.display = 'inline-flex';
-  enterChatView();
-}
-// Reconnect WebSocket.
-let reconnectAttempts = 0;
-function setupWebSocket() {
-  if (socket) {
-    socket.onopen = null;
-    socket.onclose = null;
-    socket.onmessage = null;
-    socket.onerror = null;
-    socket.close();
-    socket = null;
-  }
-  socket = createWebSocket();
-  socket.onopen = () => {
-    reconnectAttempts = 0;
-  };
-  socket.onclose = () => {
-    reconnectAttempts++;
-    // Try reconnecting.
-    const delay = Math.min(30000, 1000 * Math.pow(2, reconnectAttempts));  // 30 seconds.
-    setTimeout(setupWebSocket, delay);
-  };
-  socket.onmessage = handleSocketMessage;
-  socket.onerror = () => {
-    socket.close();
-  };
-}
-// Handle incoming socket messages.
-function handleSocketMessage(e) {
-  const data = JSON.parse(e.data);
-  if (data.type === 'chunk') {
-    if (streamMsg) {
-      const loadingEl = streamMsg.querySelector('.loading');
-      if (loadingEl) loadingEl.remove();
-      streamMsg.dataset.text += data.chunk;
-      currentAssistantText = streamMsg.dataset.text || "";
-      renderMarkdown(streamMsg);
-      chatBox.scrollTop = chatBox.scrollHeight;
-    }
-  } else if (data.type === 'end' || data.type === 'error') {
-    if (streamMsg) {
-      const loadingEl = streamMsg.querySelector('.loading');
-      if (loadingEl) loadingEl.remove();
-      streamMsg.dataset.done = '1';
-      if (data.type === 'error') {
-        streamMsg.dataset.text = data.error || 'An error occurred during the request.';
-        renderMarkdown(streamMsg);
-      } else {
-        conversationHistory.push({ role: 'assistant', content: streamMsg.dataset.text });
-      }
-      streamMsg = null;
-      isRequestActive = false;
-      abortController = null;
-    }
-    btn.style.display = 'inline-flex';
-    stopBtn.style.display = 'none';
-    stopBtn.style.pointerEvents = 'auto';
-  }
-}
-// Send user message.
-async function submitMessage() {
-  const message = input.value.trim();
-  if (!message || isRequestActive) return;
-  enterChatView();
-  addMsg('user', message);
-  conversationHistory.push({ role: 'user', content: message });
-  streamMsg = addMsg('assistant', '');
-  const loadingEl = document.createElement('span');
-  loadingEl.className = 'loading';
-  streamMsg.appendChild(loadingEl);
-  stopBtn.style.display = 'inline-flex';
-  btn.style.display = 'none';
-  input.value = '';
-  btn.disabled = true;
-  isRequestActive = true;
-  // Stopping request.
-  abortController = new AbortController();
-  try {
-    socket.send(JSON.stringify({
-      type: 'ask',
-      message,
-      history: conversationHistory,
-      abortSignal: true
-    }));
-  } catch (error) {
-    if (streamMsg) {
-      const loadingEl = streamMsg.querySelector('.loading');
-      if (loadingEl) loadingEl.remove();
-      streamMsg.dataset.text = error.message || 'An error occurred during the request.';
-      renderMarkdown(streamMsg);
-      streamMsg.dataset.done = '1';
-      streamMsg = null;
-      isRequestActive = false;
-      abortController = null;
-    }
-    btn.style.display = 'inline-flex';
-    stopBtn.style.display = 'none';
-  }
-}
-// Stop streaming and cancel the ongoing request.
-function stopStream(forceCancel = false) {
-  if (!isRequestActive) return;
-  isRequestActive = false;
-  if (abortController) {
-    abortController.abort();
-    abortController = null;
-  }
-  // Notify server to stop sending streams / processing.
-  try {
-    socket.send(JSON.stringify({ type: 'stop' }));
-  } catch {}
-  if (streamMsg && !forceCancel) {
-    const loadingEl = streamMsg.querySelector('.loading');
-    if (loadingEl) loadingEl.remove();
-    streamMsg.dataset.text += '';
-    renderMarkdown(streamMsg);
-    streamMsg.dataset.done = '1';
-    streamMsg = null;
-  }
-  stopBtn.style.display = 'none';
-  btn.style.display = 'inline-flex';
-  stopBtn.style.pointerEvents = 'auto';
-}
-// Wait for socket ready.
-function sendWhenReady(msgFn) {
-  if (socket.readyState === WebSocket.OPEN) {
-    msgFn();
-  } else {
-    socket.addEventListener('open', function handler() {
-      msgFn();
-      socket.removeEventListener('open', handler);
-    });
-  }
-}
-// Prompts.
-promptItems.forEach(p => {
-  p.addEventListener('click', () => {
-    input.value = p.dataset.prompt;
-    sendWhenReady(submitMessage);
-  });
-});
-// Submit.
-form.addEventListener('submit', e => {
-  e.preventDefault();
-  submitMessage();
-});
-// Stop.
-stopBtn.addEventListener('click', () => {
-  stopBtn.style.pointerEvents = 'none';
-  stopStream();
-});
-// Home.
-homeBtn.addEventListener('click', () => {
-  leaveChatView();
-});
-// Clear messages.
-clearBtn.addEventListener('click', () => {
-  clearAllMessages();
-});
-// Enable send button only if input has text.
-input.addEventListener('input', () => {
-  btn.disabled = input.value.trim() === '';
-});
-// Animations.
-document.addEventListener('DOMContentLoaded', function () {
-  AOS.init({
-    duration: 800,
-    easing: 'ease-out-cubic',
-    once: true,
-    offset: 50
-  });
-});
-// Initialize WebSocket connection.
-setupWebSocket();

ai/mapping.js DELETED Viewed

@@ -1,50 +0,0 @@
-//
-// SPDX-FileCopyrightText: Hadad <hadad@linuxmail.org>
-// SPDX-License-Identifier: Apache-2.0
-//
-import express from "express";
-import http from "http";
-import cookieParser from "cookie-parser";
-import path from "path";
-import { PORT } from "./src/backend/config.js";
-import attachWss from "./src/backend/request.js";
-import { fileURLToPath } from "url";
-const app = express();
-const server = http.createServer(app);
-const __filename = fileURLToPath(import.meta.url);
-const __dirname = path.dirname(__filename);
-// Cookies.
-app.use(cookieParser());
-// Root.
-app.get("/", (_req, res) => {
-  res.sendFile(path.resolve(__dirname, "src/frontend/loader.html"));
-});
-// Assets.
-app.use("/assets", express.static(path.resolve("assets")));
-// SEO.
-app.get("/robots.txt", (_req, res) => {
-  res.sendFile(path.resolve("src/crawlers/robots.txt"));
-});  // https://umint-ai.hf.space/robots.txt
-app.get("/sitemap.xml", (_req, res) => {
-  res.sendFile(path.resolve("src/crawlers/sitemap.xml"));
-});  // https://umint-ai.hf.space/sitemap.xml
-app.get("/google15aba15fe250d693.html", (_req, res) => {
-  res.sendFile(path.resolve("src/webmasters/google.html"));
-});  // https://umint-ai.hf.space/google15aba15fe250d693.html
-app.get("/BingSiteAuth.xml", (_req, res) => {
-  res.sendFile(path.resolve("src/webmasters/bing.xml"));
-});  // https://umint-ai.hf.space/BingSiteAuth.xml
-// Attach WebSocket server.
-attachWss(server);
-server.listen(PORT);

ai/package.json DELETED Viewed

@@ -1,20 +0,0 @@
-{
-  "name": "UltimaX Intelligence",
-  "version": "1.0.0",
-  "type": "module",
-  "main": "mapping.js",
-  "scripts": {
-    "start": "node mapping.js"
-  },
-  "dependencies": {
-    "express": "latest",
-    "http": "latest",
-    "ws": "latest",
-    "node-fetch": "latest",
-    "cookie-parser": "latest",
-    "path": "latest",
-    "url": "latest",
-    "body-parser": "latest",
-    "cors": "latest"
-  }
-}

ai/requirements.txt DELETED Viewed

@@ -1,11 +0,0 @@
-streamlit
-gradio
-transformers
-torch
-pandas
-numpy
-scikit-learn
-requests
-sentencepiece
-accelerate
-huggingface_hub

ai/src/backend/config.js DELETED Viewed

@@ -1,11 +0,0 @@
-//
-// SPDX-FileCopyrightText: Hadad <hadad@linuxmail.org>
-// SPDX-License-Identifier: Apache-2.0
-//
-// Server port.
-export const PORT = process.env.PORT;
-// API endpoint.
-export const OPENAI_API_BASE_URL = process.env.OPENAI_API_BASE_URL;
-// API key.
-export const OPENAI_API_KEY = process.env.OPENAI_API_KEY;

ai/src/backend/request.js DELETED Viewed

@@ -1,140 +0,0 @@
-//
-// SPDX-FileCopyrightText: Hadad <hadad@linuxmail.org>
-// SPDX-License-Identifier: Apache-2.0
-//
-import { WebSocketServer } from "ws";
-import fetch from "node-fetch";
-import {
-  OPENAI_API_BASE_URL,
-  OPENAI_API_KEY
-} from "./config.js";
-export default function attachWss(server) {
-  const wss = new WebSocketServer({ server });
-  // Handle WebSocket connections.
-  wss.on("connection", (ws) => {
-    let currentAbortController = null;
-    // Send messages to client.
-    const sendToClient = (type, payload) => {
-      ws.send(JSON.stringify({ type, ...payload }));
-    };
-    // Send logs to client.
-    const sendError = (message) => {
-      sendToClient("error", { error: message });
-    };
-    // Make a request.
-    const streamRequest = async (messages, retries = 3) => {
-      for (let attempt = 1; attempt <= retries; attempt++) {
-        currentAbortController = new AbortController();
-        const signal = currentAbortController.signal;
-        try {
-          const response = await fetch(OPENAI_API_BASE_URL, {
-            method: "POST",
-            headers: {
-              "Content-Type": "application/json",
-              "Authorization": `Bearer ${OPENAI_API_KEY}`,
-            },
-            body: JSON.stringify({
-              model: "gpt-4.1-nano",
-              messages,
-              stream: true,
-              private: true,
-              isPrivate: true
-            }),
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-            sendError(err.message || "Unknown error.");
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-    };
-    // Handle messages from client.
-    ws.on("message", async (msg) => {
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-        const history = data.history || [];
-        const setupMessages = [...history, { role: "user", content: message }];
-        await streamRequest(setupMessages);
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-        sendError(err.message || "An unknown error occurred.");
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-      }
-    });
-    // Abort on WebSocket close.
-    ws.on("close", () => {
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-    });
-  });
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ai/src/crawlers/sitemap.xml DELETED Viewed

@@ -1,12 +0,0 @@
-<?xml version="1.0" encoding="UTF-8"?>
-<!--
-  SPDX-FileCopyrightText: Hadad <hadad@linuxmail.org>
-  SPDX-License-Identifier: Apache-2.0
--->
-<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
-  <url>
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-    <changefreq>daily</changefreq>
-    <priority>1.0</priority>
-  </url>
-</urlset>

ai/src/frontend/loader.html DELETED Viewed

@@ -1,350 +0,0 @@
-<!--
-  SPDX-FileCopyrightText: Hadad <hadad@linuxmail.org>
-  SPDX-License-Identifier: Apache-2.0
--->
-<!DOCTYPE html>
-<html lang="en" class="dark-theme">
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-                   premium AI models with an intuitive ChatGPT-like interface.
-                   Powered by Pollinations open-source AI and integrated with
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-          content="UltimaX Intelligence, free AI platform, premium AI models,
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-          content="UltimaX Intelligence is a free AI platform unifying multiple
-                   premium AI models with an intuitive ChatGPT-like interface.
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-          rel="stylesheet" />
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-          href="https://cdnjs.cloudflare.com/ajax/libs/prism/1.29.0/themes/prism-tomorrow.min.css" />
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-    <script src="https://cdnjs.cloudflare.com/ajax/libs/prism/1.29.0/plugins/autoloader/prism-autoloader.min.js"></script>
-    <!-- Animations -->
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-    <!-- Carousel -->
-    <script src="https://cdn.jsdelivr.net/npm/@splidejs/splide@4.1.4/dist/js/splide.min.js"></script>
-    <link rel="stylesheet"
-          href="https://cdn.jsdelivr.net/npm/@splidejs/splide@4.1.4/dist/css/splide.min.css" />
-    <!-- Smooth Scroll -->
-    <script src="https://cdn.jsdelivr.net/npm/locomotive-scroll@4.1.4/dist/locomotive-scroll.min.js"></script>
-    <link rel="stylesheet"
-          href="https://cdn.jsdelivr.net/npm/locomotive-scroll@4.1.4/dist/locomotive-scroll.min.css" />
-    <!-- Styles -->
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-    <link rel="stylesheet" href="/assets/css/button.css" />
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-    <link rel="stylesheet" href="/assets/css/chat/markdown.css" />
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-    <link rel="stylesheet" href="/assets/css/screen/common.css" />
-    <link rel="stylesheet" href="/assets/css/style.css" />
-    <link rel="stylesheet" href="/assets/css/webkit.css" />
-</head>
-<body>
-    <!-- Header -->
-    <header class="main-header" id="mainHeader">
-        <div class="logo d-flex align-items-center">
-            <a id="toggleLink"
-               class="icon-btn"
-               aria-label="LinkedIn"
-               title="Hadad Darajat"
-               href="https://linkedin.com/in/hadadrjt"
-               target="_blank"
-               rel="noopener noreferrer">
-                <span class="linkedin"></span>
-            </a>
-        </div>
-    </header>
-    <!-- Chat Header -->
-    <header class="chat-header" id="chatHeader" aria-hidden="true">
-        <button id="homeBtn"
-                class="icon-btn"
-                aria-label="Back to Home"
-                title="Back to Home">
-            <svg width="20" height="20"
-                 viewBox="0 0 24 24"
-                 fill="none"
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-        <div class="chat-controls">
-            <button id="clearBtn"
-                    class="icon-btn"
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-                    title="Clear All Messages">
-                <svg width="20" height="20"
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-               aria-label="OpenWebUI"
-               title="OpenWebUI">
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-            </a>
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-    </header>
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-    <main>
-        <div class="flex-1 flex flex-col h-full max-w-screen-xl w-full mx-auto">
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-                <div id="initialContent"
-                     class="flex flex-col items-center justify-center text-center"
-                     style="width:100%; height:100%;">
-                    <div class="title mb-4 gradient-text">
-                        How can I help you today?
-                    </div>
-                    <!-- Prompts -->
-                    <div class="prompts w-full max-w-md mx-auto grid gap-2"
-                         style="width:100%;">
-                        <div class="prompt-item"
-                             data-prompt="How far away is the sun from Earth?"
-                             style="word-break: break-word;">
-                            <svg class="icon"
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-                                 stroke="currentColor">
-                                <path d="M12 2v2M12 20v2M4.93 4.93l1.41 1.41M18.66 18.66l1.41 1.41M2 12h2M20 12h2M4.93 19.07l1.41-1.41M18.66 5.34l1.41-1.41"
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-                                      stroke-linecap="round"
-                                      stroke-linejoin="round" />
-                                <circle cx="12" cy="12" r="4" stroke-width="2" />
-                            </svg>
-                            <span>How far away is the sun from Earth?</span>
-                        </div>
-                        <div class="prompt-item"
-                             data-prompt="Create complex python code, anything."
-                             style="word-break: break-word;">
-                            <svg class="icon"
-                                 viewBox="0 0 24 24"
-                                 fill="none"
-                                 stroke="currentColor">
-                                <path d="M4 7h16M4 12h16M4 17h16"
-                                      stroke-width="2"
-                                      stroke-linecap="round"
-                                      stroke-linejoin="round" />
-                            </svg>
-                            <span>Create complex python code.</span>
-                        </div>
-                        <div class="prompt-item"
-                             data-prompt="How many R’s are in strawberry?"
-                             style="word-break: break-word;">
-                            <svg class="icon"
-                                 viewBox="0 0 24 24"
-                                 fill="none"
-                                 stroke="currentColor">
-                                <path d="M3 12h18M12 3v18"
-                                      stroke-width="2"
-                                      stroke-linecap="round"
-                                      stroke-linejoin="round" />
-                            </svg>
-                            <span>How many R’s are in strawberry?</span>
-                        </div>
-                        <div class="prompt-item"
-                             data-prompt="Suggest a random prompt."
-                             style="word-break: break-word;">
-                            <svg class="icon"
-                                 viewBox="0 0 24 24"
-                                 fill="none"
-                                 stroke="currentColor">
-                                <path d="M12 3v18M7 12h10"
-                                      stroke-width="2"
-                                      stroke-linecap="round"
-                                      stroke-linejoin="round" />
-                            </svg>
-                            <span>Suggest a random prompt.</span>
-                        </div>
-                    </div>
-                    <p class="system"
-                       style="word-wrap:break-word;">
-                        Demo only!
-                        <a href="https://umint-openwebui.hf.space"
-                           style="color: #3b82f6;"
-                           target="_blank">Click here</a>
-                        to continue.<br>
-                        Please read the
-                        <a href="https://huggingface.co/spaces/umint/ai/discussions"
-                           style="color: #3b82f6;"
-                           target="_blank">discussions</a>
-                        before you go.<br>
-                        Premium AI, all in one tools, and website builder.<br>
-                        Free, no cost at all.
-                    </p>
-                </div>
-            </div>
-            <div id="chatBox"
-                 class="hidden flex-col"
-                 aria-live="polite"></div>
-            <!-- Footer Form -->
-            <form id="footerForm"
-                  class="flex p-3 bg-transparent"
-                  autocomplete="off"
-                  style="position: relative; margin-top: auto; width: 100%;">
-                <div id="inputContainer">
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-                           id="userInput"
-                           placeholder="Ask anything..."
-                           required
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-                                disabled
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-                                      d="M14 5l7 7-7 7M3 12h11" />
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-                                 fill="white"
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-        </div>
-    </main>
-    <!-- Plugins -->
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-    <script src="https://cdn.jsdelivr.net/npm/bootstrap@5.3.3/dist/js/bootstrap.bundle.min.js"></script>
-</body>
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@@ -1,4 +0,0 @@
-<?xml version="1.0"?>
-<users>
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-</users>

ai/src/webmasters/google.html DELETED Viewed

	@@ -1 +0,0 @@
1	- google-site-verification: google15aba15fe250d693.html

requirements.txt ADDED Viewed

	@@ -0,0 +1,49 @@

+albumentations==1.4.23
+datasets[vision]~=3.2.0
+evaluate==0.4.3
+ipadic==1.0.0
+jiwer==3.0.5
+joblib==1.4.2
+loguru==0.7.3
+pandas==2.2.3
+nltk==3.9.1
+optuna==4.1.0
+Pillow==11.0.0
+sacremoses==0.1.1
+scikit-learn==1.6.0
+sentencepiece==0.2.0
+tqdm==4.67.1
+werkzeug==3.1.3
+xgboost==2.1.3
+huggingface_hub==0.27.0
+requests==2.32.3
+einops==0.8.0
+packaging==24.2
+cryptography==44.0.0
+nvitop==1.3.2
+# latest versions
+tensorboard==2.18.0
+peft==0.14.0
+trl==0.13.0
+tiktoken==0.8.0
+transformers==4.48.0
+accelerate==1.2.1
+bitsandbytes==0.45.0
+# extras
+rouge_score==0.1.2
+py7zr==0.22.0
+fastapi==0.115.6
+uvicorn==0.34.0
+python-multipart==0.0.20
+pydantic==2.10.4
+hf-transfer
+pyngrok==7.2.1
+authlib==1.4.0
+itsdangerous==2.2.0
+seqeval==1.2.2
+httpx==0.28.1
+pyyaml==6.0.2
+timm==1.0.12
+torchmetrics==1.6.0
+pycocotools==2.0.8
+sentence-transformers==3.3.1

setup.cfg ADDED Viewed

	@@ -0,0 +1,26 @@

+[metadata]
+license_files = LICENSE
+version = attr: autotrain.__version__
+[isort]
+ensure_newline_before_comments = True
+force_grid_wrap = 0
+include_trailing_comma = True
+line_length = 119
+lines_after_imports = 2
+multi_line_output = 3
+use_parentheses = True
+[flake8]
+ignore = E203, E501, W503
+max-line-length = 119
+per-file-ignores =
+    # imported but unused
+    __init__.py: F401, E402
+    src/autotrain/params.py: F401
+exclude =
+    .git,
+    .venv,
+    __pycache__,
+    dist
+    build

setup.py ADDED Viewed

	@@ -0,0 +1,106 @@

+# Lint as: python3
+"""
+HuggingFace / AutoTrain Advanced
+"""
+import os
+from setuptools import find_packages, setup
+DOCLINES = __doc__.split("\n")
+this_directory = os.path.abspath(os.path.dirname(__file__))
+with open(os.path.join(this_directory, "README.md"), encoding="utf-8") as f:
+    LONG_DESCRIPTION = f.read()
+# get INSTALL_REQUIRES from requirements.txt
+INSTALL_REQUIRES = []
+requirements_path = os.path.join(this_directory, "requirements.txt")
+with open(requirements_path, encoding="utf-8") as f:
+    for line in f:
+        # Exclude 'bitsandbytes' if installing on macOS
+        if "bitsandbytes" in line:
+            line = line.strip() + " ; sys_platform == 'linux'"
+            INSTALL_REQUIRES.append(line.strip())
+        else:
+            INSTALL_REQUIRES.append(line.strip())
+QUALITY_REQUIRE = [
+    "black",
+    "isort",
+    "flake8==3.7.9",
+]
+TESTS_REQUIRE = ["pytest"]
+CLIENT_REQUIRES = ["requests", "loguru"]
+EXTRAS_REQUIRE = {
+    "base": INSTALL_REQUIRES,
+    "dev": INSTALL_REQUIRES + QUALITY_REQUIRE + TESTS_REQUIRE,
+    "quality": INSTALL_REQUIRES + QUALITY_REQUIRE,
+    "docs": INSTALL_REQUIRES
+    + [
+        "recommonmark",
+        "sphinx==3.1.2",
+        "sphinx-markdown-tables",
+        "sphinx-rtd-theme==0.4.3",
+        "sphinx-copybutton",
+    ],
+    "client": CLIENT_REQUIRES,
+}
+setup(
+    name="autotrain-advanced",
+    description=DOCLINES[0],
+    long_description=LONG_DESCRIPTION,
+    long_description_content_type="text/markdown",
+    author="HuggingFace Inc.",
+    author_email="autotrain@huggingface.co",
+    url="https://github.com/huggingface/autotrain-advanced",
+    download_url="https://github.com/huggingface/autotrain-advanced/tags",
+    license="Apache 2.0",
+    package_dir={"": "src"},
+    packages=find_packages("src"),
+    extras_require=EXTRAS_REQUIRE,
+    install_requires=INSTALL_REQUIRES,
+    entry_points={"console_scripts": ["autotrain=autotrain.cli.autotrain:main"]},
+    classifiers=[
+        "Development Status :: 5 - Production/Stable",
+        "Intended Audience :: Developers",
+        "Intended Audience :: Education",
+        "Intended Audience :: Science/Research",
+        "License :: OSI Approved :: Apache Software License",
+        "Operating System :: OS Independent",
+        "Programming Language :: Python :: 3.8",
+        "Programming Language :: Python :: 3.9",
+        "Programming Language :: Python :: 3.10",
+        "Programming Language :: Python :: 3.11",
+        "Topic :: Scientific/Engineering :: Artificial Intelligence",
+    ],
+    keywords="automl autonlp autotrain huggingface",
+    data_files=[
+        (
+            "static",
+            [
+                "src/autotrain/app/static/logo.png",
+                "src/autotrain/app/static/scripts/fetch_data_and_update_models.js",
+                "src/autotrain/app/static/scripts/listeners.js",
+                "src/autotrain/app/static/scripts/utils.js",
+                "src/autotrain/app/static/scripts/poll.js",
+                "src/autotrain/app/static/scripts/logs.js",
+            ],
+        ),
+        (
+            "templates",
+            [
+                "src/autotrain/app/templates/index.html",
+                "src/autotrain/app/templates/error.html",
+                "src/autotrain/app/templates/duplicate.html",
+                "src/autotrain/app/templates/login.html",
+            ],
+        ),
+    ],
+    include_package_data=True,
+)