===== Application Startup at 2024-04-27 19:17:38 ===== ========== == CUDA == ========== CUDA Version 12.1.1 Container image Copyright (c) 2016-2023, NVIDIA CORPORATION & AFFILIATES. All rights reserved. This container image and its contents are governed by the NVIDIA Deep Learning Container License. By pulling and using the container, you accept the terms and conditions of this license: https://developer.nvidia.com/ngc/nvidia-deep-learning-container-license A copy of this license is made available in this container at /NGC-DL-CONTAINER-LICENSE for your convenience. WARNING: The NVIDIA Driver was not detected. GPU functionality will not be available. Use the NVIDIA Container Toolkit to start this container with GPU support; see https://docs.nvidia.com/datacenter/cloud-native/ . Found existing installation: autotrain-advanced 0.7.75.dev0 Uninstalling autotrain-advanced-0.7.75.dev0: Successfully uninstalled autotrain-advanced-0.7.75.dev0 Collecting autotrain-advanced Downloading autotrain_advanced-0.7.74-py3-none-any.whl.metadata (12 kB) Requirement already satisfied: albumentations==1.4.4 in ./env/lib/python3.10/site-packages (from autotrain-advanced) (1.4.4) Requirement already satisfied: codecarbon==2.3.5 in ./env/lib/python3.10/site-packages (from autotrain-advanced) (2.3.5) Requirement already satisfied: datasets~=2.19.0 in ./env/lib/python3.10/site-packages (from datasets[vision]~=2.19.0->autotrain-advanced) (2.19.0) Requirement already satisfied: evaluate==0.4.1 in ./env/lib/python3.10/site-packages (from autotrain-advanced) (0.4.1) Requirement already satisfied: ipadic==1.0.0 in ./env/lib/python3.10/site-packages (from autotrain-advanced) (1.0.0) Requirement already satisfied: jiwer==3.0.3 in ./env/lib/python3.10/site-packages (from autotrain-advanced) (3.0.3) Requirement already satisfied: joblib==1.4.0 in ./env/lib/python3.10/site-packages (from autotrain-advanced) (1.4.0) Requirement already satisfied: loguru==0.7.2 in ./env/lib/python3.10/site-packages (from autotrain-advanced) (0.7.2) Requirement already satisfied: pandas==2.2.2 in ./env/lib/python3.10/site-packages (from autotrain-advanced) (2.2.2) Requirement already satisfied: nltk==3.8.1 in ./env/lib/python3.10/site-packages (from autotrain-advanced) (3.8.1) Requirement already satisfied: optuna==3.6.1 in ./env/lib/python3.10/site-packages (from autotrain-advanced) (3.6.1) Requirement already satisfied: Pillow==10.3.0 in ./env/lib/python3.10/site-packages (from autotrain-advanced) (10.3.0) Requirement already satisfied: protobuf==4.23.4 in ./env/lib/python3.10/site-packages (from autotrain-advanced) (4.23.4) Requirement already satisfied: sacremoses==0.1.1 in ./env/lib/python3.10/site-packages (from autotrain-advanced) (0.1.1) Requirement already satisfied: scikit-learn==1.4.2 in ./env/lib/python3.10/site-packages (from autotrain-advanced) (1.4.2) Requirement already satisfied: sentencepiece==0.2.0 in ./env/lib/python3.10/site-packages (from autotrain-advanced) (0.2.0) Requirement already satisfied: tqdm==4.66.2 in ./env/lib/python3.10/site-packages (from autotrain-advanced) (4.66.2) Requirement already satisfied: werkzeug==3.0.2 in ./env/lib/python3.10/site-packages (from autotrain-advanced) (3.0.2) Requirement already satisfied: xgboost==2.0.3 in ./env/lib/python3.10/site-packages (from autotrain-advanced) (2.0.3) Requirement already satisfied: huggingface-hub==0.22.2 in ./env/lib/python3.10/site-packages (from autotrain-advanced) (0.22.2) Requirement already satisfied: requests==2.31.0 in ./env/lib/python3.10/site-packages (from autotrain-advanced) (2.31.0) Requirement already satisfied: einops==0.7.0 in ./env/lib/python3.10/site-packages (from autotrain-advanced) (0.7.0) Requirement already satisfied: invisible-watermark==0.2.0 in ./env/lib/python3.10/site-packages (from autotrain-advanced) (0.2.0) Requirement already satisfied: packaging==24.0 in ./env/lib/python3.10/site-packages (from autotrain-advanced) (24.0) Requirement already satisfied: cryptography==42.0.5 in ./env/lib/python3.10/site-packages (from autotrain-advanced) (42.0.5) Requirement already satisfied: nvitop==1.3.2 in ./env/lib/python3.10/site-packages (from autotrain-advanced) (1.3.2) Requirement already satisfied: tensorboard==2.16.2 in ./env/lib/python3.10/site-packages (from autotrain-advanced) (2.16.2) Requirement already satisfied: peft==0.10.0 in ./env/lib/python3.10/site-packages (from autotrain-advanced) (0.10.0) Requirement already satisfied: trl==0.8.6 in ./env/lib/python3.10/site-packages (from autotrain-advanced) (0.8.6) Requirement already satisfied: tiktoken==0.6.0 in ./env/lib/python3.10/site-packages (from autotrain-advanced) (0.6.0) Requirement already satisfied: transformers==4.40.1 in ./env/lib/python3.10/site-packages (from autotrain-advanced) (4.40.1) Requirement already satisfied: accelerate==0.29.3 in ./env/lib/python3.10/site-packages (from autotrain-advanced) (0.29.3) Requirement already satisfied: diffusers==0.27.2 in ./env/lib/python3.10/site-packages (from autotrain-advanced) (0.27.2) Requirement already satisfied: rouge-score==0.1.2 in ./env/lib/python3.10/site-packages (from autotrain-advanced) (0.1.2) Requirement already satisfied: py7zr==0.21.0 in ./env/lib/python3.10/site-packages (from autotrain-advanced) (0.21.0) Requirement already satisfied: fastapi==0.110.2 in ./env/lib/python3.10/site-packages (from autotrain-advanced) (0.110.2) Requirement already satisfied: uvicorn==0.29.0 in ./env/lib/python3.10/site-packages (from autotrain-advanced) (0.29.0) Requirement already satisfied: python-multipart==0.0.9 in ./env/lib/python3.10/site-packages (from autotrain-advanced) (0.0.9) Requirement already satisfied: pydantic==2.7.1 in ./env/lib/python3.10/site-packages (from autotrain-advanced) (2.7.1) Requirement already satisfied: hf-transfer in ./env/lib/python3.10/site-packages (from autotrain-advanced) (0.1.6) Requirement already satisfied: pyngrok==7.1.6 in ./env/lib/python3.10/site-packages (from autotrain-advanced) (7.1.6) Requirement already satisfied: authlib==1.3.0 in ./env/lib/python3.10/site-packages (from autotrain-advanced) (1.3.0) Requirement already satisfied: itsdangerous==2.2.0 in ./env/lib/python3.10/site-packages (from autotrain-advanced) (2.2.0) Requirement already satisfied: seqeval==1.2.2 in ./env/lib/python3.10/site-packages (from autotrain-advanced) (1.2.2) Requirement already satisfied: httpx==0.27.0 in ./env/lib/python3.10/site-packages (from autotrain-advanced) (0.27.0) Requirement already satisfied: bitsandbytes==0.43.1 in ./env/lib/python3.10/site-packages (from autotrain-advanced) (0.43.1) Requirement already satisfied: numpy>=1.17 in ./env/lib/python3.10/site-packages (from accelerate==0.29.3->autotrain-advanced) (1.26.4) Requirement already satisfied: psutil in ./env/lib/python3.10/site-packages (from accelerate==0.29.3->autotrain-advanced) (5.9.8) Requirement already satisfied: pyyaml in ./env/lib/python3.10/site-packages (from accelerate==0.29.3->autotrain-advanced) (6.0.1) Requirement already satisfied: torch>=1.10.0 in ./env/lib/python3.10/site-packages (from accelerate==0.29.3->autotrain-advanced) (2.2.2) Requirement already satisfied: safetensors>=0.3.1 in ./env/lib/python3.10/site-packages (from accelerate==0.29.3->autotrain-advanced) (0.4.3) Requirement already satisfied: scipy>=1.10.0 in ./env/lib/python3.10/site-packages (from albumentations==1.4.4->autotrain-advanced) (1.13.0) Requirement already satisfied: scikit-image>=0.21.0 in ./env/lib/python3.10/site-packages (from albumentations==1.4.4->autotrain-advanced) (0.23.2) Requirement already satisfied: typing-extensions>=4.9.0 in ./env/lib/python3.10/site-packages (from albumentations==1.4.4->autotrain-advanced) (4.9.0) Requirement already satisfied: opencv-python-headless>=4.9.0 in ./env/lib/python3.10/site-packages (from albumentations==1.4.4->autotrain-advanced) (4.9.0.80) Requirement already satisfied: arrow in ./env/lib/python3.10/site-packages (from codecarbon==2.3.5->autotrain-advanced) (1.3.0) Requirement already satisfied: pynvml in ./env/lib/python3.10/site-packages (from codecarbon==2.3.5->autotrain-advanced) (11.5.0) Requirement already satisfied: py-cpuinfo in ./env/lib/python3.10/site-packages (from codecarbon==2.3.5->autotrain-advanced) (9.0.0) Requirement already satisfied: rapidfuzz in ./env/lib/python3.10/site-packages (from codecarbon==2.3.5->autotrain-advanced) (3.8.1) Requirement already satisfied: click in ./env/lib/python3.10/site-packages (from codecarbon==2.3.5->autotrain-advanced) (8.1.7) Requirement already satisfied: prometheus-client in ./env/lib/python3.10/site-packages (from codecarbon==2.3.5->autotrain-advanced) (0.20.0) Requirement already satisfied: cffi>=1.12 in ./env/lib/python3.10/site-packages (from cryptography==42.0.5->autotrain-advanced) (1.16.0) Requirement already satisfied: importlib-metadata in ./env/lib/python3.10/site-packages (from diffusers==0.27.2->autotrain-advanced) (7.1.0) Requirement already satisfied: filelock in ./env/lib/python3.10/site-packages (from diffusers==0.27.2->autotrain-advanced) (3.13.1) Requirement already satisfied: regex!=2019.12.17 in ./env/lib/python3.10/site-packages (from diffusers==0.27.2->autotrain-advanced) (2024.4.16) Requirement already satisfied: dill in ./env/lib/python3.10/site-packages (from evaluate==0.4.1->autotrain-advanced) (0.3.8) Requirement already satisfied: xxhash in ./env/lib/python3.10/site-packages (from evaluate==0.4.1->autotrain-advanced) (3.4.1) Requirement already satisfied: multiprocess in ./env/lib/python3.10/site-packages (from evaluate==0.4.1->autotrain-advanced) (0.70.16) Requirement already satisfied: fsspec>=2021.05.0 in ./env/lib/python3.10/site-packages (from fsspec[http]>=2021.05.0->evaluate==0.4.1->autotrain-advanced) (2024.3.1) Requirement already satisfied: responses<0.19 in ./env/lib/python3.10/site-packages (from evaluate==0.4.1->autotrain-advanced) (0.18.0) Requirement already satisfied: starlette<0.38.0,>=0.37.2 in ./env/lib/python3.10/site-packages (from fastapi==0.110.2->autotrain-advanced) (0.37.2) Requirement already satisfied: anyio in ./env/lib/python3.10/site-packages (from httpx==0.27.0->autotrain-advanced) (4.3.0) Requirement already satisfied: certifi in ./env/lib/python3.10/site-packages (from httpx==0.27.0->autotrain-advanced) (2024.2.2) Requirement already satisfied: httpcore==1.* in ./env/lib/python3.10/site-packages (from httpx==0.27.0->autotrain-advanced) (1.0.5) Requirement already satisfied: idna in ./env/lib/python3.10/site-packages (from httpx==0.27.0->autotrain-advanced) (3.4) Requirement already satisfied: sniffio in ./env/lib/python3.10/site-packages (from httpx==0.27.0->autotrain-advanced) (1.3.1) Requirement already satisfied: PyWavelets>=1.1.1 in ./env/lib/python3.10/site-packages (from invisible-watermark==0.2.0->autotrain-advanced) (1.6.0) Requirement already satisfied: opencv-python>=4.1.0.25 in ./env/lib/python3.10/site-packages (from invisible-watermark==0.2.0->autotrain-advanced) (4.9.0.80) Requirement already satisfied: nvidia-ml-py<12.536.0a0,>=11.450.51 in ./env/lib/python3.10/site-packages (from nvitop==1.3.2->autotrain-advanced) (12.535.161) Requirement already satisfied: cachetools>=1.0.1 in ./env/lib/python3.10/site-packages (from nvitop==1.3.2->autotrain-advanced) (5.3.3) Requirement already satisfied: termcolor>=1.0.0 in ./env/lib/python3.10/site-packages (from nvitop==1.3.2->autotrain-advanced) (2.4.0) Requirement already satisfied: alembic>=1.5.0 in ./env/lib/python3.10/site-packages (from optuna==3.6.1->autotrain-advanced) (1.13.1) Requirement already satisfied: colorlog in ./env/lib/python3.10/site-packages (from optuna==3.6.1->autotrain-advanced) (6.8.2) Requirement already satisfied: sqlalchemy>=1.3.0 in ./env/lib/python3.10/site-packages (from optuna==3.6.1->autotrain-advanced) (2.0.29) Requirement already satisfied: python-dateutil>=2.8.2 in ./env/lib/python3.10/site-packages (from pandas==2.2.2->autotrain-advanced) (2.9.0.post0) Requirement already satisfied: pytz>=2020.1 in ./env/lib/python3.10/site-packages (from pandas==2.2.2->autotrain-advanced) (2024.1) Requirement already satisfied: tzdata>=2022.7 in ./env/lib/python3.10/site-packages (from pandas==2.2.2->autotrain-advanced) (2024.1) Requirement already satisfied: texttable in ./env/lib/python3.10/site-packages (from py7zr==0.21.0->autotrain-advanced) (1.7.0) Requirement already satisfied: pycryptodomex>=3.16.0 in ./env/lib/python3.10/site-packages (from py7zr==0.21.0->autotrain-advanced) (3.20.0) Requirement already satisfied: pyzstd>=0.15.9 in ./env/lib/python3.10/site-packages (from py7zr==0.21.0->autotrain-advanced) (0.15.10) Requirement already satisfied: pyppmd<1.2.0,>=1.1.0 in ./env/lib/python3.10/site-packages (from py7zr==0.21.0->autotrain-advanced) (1.1.0) Requirement already satisfied: pybcj<1.1.0,>=1.0.0 in ./env/lib/python3.10/site-packages (from py7zr==0.21.0->autotrain-advanced) (1.0.2) Requirement already satisfied: multivolumefile>=0.2.3 in ./env/lib/python3.10/site-packages (from py7zr==0.21.0->autotrain-advanced) (0.2.3) Requirement already satisfied: inflate64<1.1.0,>=1.0.0 in ./env/lib/python3.10/site-packages (from py7zr==0.21.0->autotrain-advanced) (1.0.0) Requirement already satisfied: brotli>=1.1.0 in ./env/lib/python3.10/site-packages (from py7zr==0.21.0->autotrain-advanced) (1.1.0) Requirement already satisfied: annotated-types>=0.4.0 in ./env/lib/python3.10/site-packages (from pydantic==2.7.1->autotrain-advanced) (0.6.0) Requirement already satisfied: pydantic-core==2.18.2 in ./env/lib/python3.10/site-packages (from pydantic==2.7.1->autotrain-advanced) (2.18.2) Requirement already satisfied: charset-normalizer<4,>=2 in ./env/lib/python3.10/site-packages (from requests==2.31.0->autotrain-advanced) (2.0.4) Requirement already satisfied: urllib3<3,>=1.21.1 in ./env/lib/python3.10/site-packages (from requests==2.31.0->autotrain-advanced) (2.1.0) Requirement already satisfied: absl-py in ./env/lib/python3.10/site-packages (from rouge-score==0.1.2->autotrain-advanced) (2.1.0) Requirement already satisfied: six>=1.14.0 in ./env/lib/python3.10/site-packages (from rouge-score==0.1.2->autotrain-advanced) (1.16.0) Requirement already satisfied: threadpoolctl>=2.0.0 in ./env/lib/python3.10/site-packages (from scikit-learn==1.4.2->autotrain-advanced) (3.4.0) Requirement already satisfied: grpcio>=1.48.2 in ./env/lib/python3.10/site-packages (from tensorboard==2.16.2->autotrain-advanced) (1.62.2) Requirement already satisfied: markdown>=2.6.8 in ./env/lib/python3.10/site-packages (from tensorboard==2.16.2->autotrain-advanced) (3.6) Requirement already satisfied: setuptools>=41.0.0 in ./env/lib/python3.10/site-packages (from tensorboard==2.16.2->autotrain-advanced) (68.2.2) Requirement already satisfied: tensorboard-data-server<0.8.0,>=0.7.0 in ./env/lib/python3.10/site-packages (from tensorboard==2.16.2->autotrain-advanced) (0.7.2) Requirement already satisfied: tokenizers<0.20,>=0.19 in ./env/lib/python3.10/site-packages (from transformers==4.40.1->autotrain-advanced) (0.19.1) Requirement already satisfied: tyro>=0.5.11 in ./env/lib/python3.10/site-packages (from trl==0.8.6->autotrain-advanced) (0.8.3) Requirement already satisfied: h11>=0.8 in ./env/lib/python3.10/site-packages (from uvicorn==0.29.0->autotrain-advanced) (0.14.0) Requirement already satisfied: MarkupSafe>=2.1.1 in ./env/lib/python3.10/site-packages (from werkzeug==3.0.2->autotrain-advanced) (2.1.3) Requirement already satisfied: pyarrow>=12.0.0 in ./env/lib/python3.10/site-packages (from datasets~=2.19.0->datasets[vision]~=2.19.0->autotrain-advanced) (16.0.0) Requirement already satisfied: pyarrow-hotfix in ./env/lib/python3.10/site-packages (from datasets~=2.19.0->datasets[vision]~=2.19.0->autotrain-advanced) (0.6) Requirement already satisfied: aiohttp in ./env/lib/python3.10/site-packages (from datasets~=2.19.0->datasets[vision]~=2.19.0->autotrain-advanced) (3.9.5) Requirement already satisfied: Mako in ./env/lib/python3.10/site-packages (from alembic>=1.5.0->optuna==3.6.1->autotrain-advanced) (1.3.3) Requirement already satisfied: pycparser in ./env/lib/python3.10/site-packages (from cffi>=1.12->cryptography==42.0.5->autotrain-advanced) (2.22) Requirement already satisfied: aiosignal>=1.1.2 in ./env/lib/python3.10/site-packages (from aiohttp->datasets~=2.19.0->datasets[vision]~=2.19.0->autotrain-advanced) (1.3.1) Requirement already satisfied: attrs>=17.3.0 in ./env/lib/python3.10/site-packages (from aiohttp->datasets~=2.19.0->datasets[vision]~=2.19.0->autotrain-advanced) (23.2.0) Requirement already satisfied: frozenlist>=1.1.1 in ./env/lib/python3.10/site-packages (from aiohttp->datasets~=2.19.0->datasets[vision]~=2.19.0->autotrain-advanced) (1.4.1) Requirement already satisfied: multidict<7.0,>=4.5 in ./env/lib/python3.10/site-packages (from aiohttp->datasets~=2.19.0->datasets[vision]~=2.19.0->autotrain-advanced) (6.0.5) Requirement already satisfied: yarl<2.0,>=1.0 in ./env/lib/python3.10/site-packages (from aiohttp->datasets~=2.19.0->datasets[vision]~=2.19.0->autotrain-advanced) (1.9.4) Requirement already satisfied: async-timeout<5.0,>=4.0 in ./env/lib/python3.10/site-packages (from aiohttp->datasets~=2.19.0->datasets[vision]~=2.19.0->autotrain-advanced) (4.0.3) Requirement already satisfied: networkx>=2.8 in ./env/lib/python3.10/site-packages (from scikit-image>=0.21.0->albumentations==1.4.4->autotrain-advanced) (3.1) Requirement already satisfied: imageio>=2.33 in ./env/lib/python3.10/site-packages (from scikit-image>=0.21.0->albumentations==1.4.4->autotrain-advanced) (2.34.1) Requirement already satisfied: tifffile>=2022.8.12 in ./env/lib/python3.10/site-packages (from scikit-image>=0.21.0->albumentations==1.4.4->autotrain-advanced) (2024.4.24) Requirement already satisfied: lazy-loader>=0.4 in ./env/lib/python3.10/site-packages (from scikit-image>=0.21.0->albumentations==1.4.4->autotrain-advanced) (0.4) Requirement already satisfied: greenlet!=0.4.17 in ./env/lib/python3.10/site-packages (from sqlalchemy>=1.3.0->optuna==3.6.1->autotrain-advanced) (3.0.3) Requirement already satisfied: exceptiongroup>=1.0.2 in ./env/lib/python3.10/site-packages (from anyio->httpx==0.27.0->autotrain-advanced) (1.2.1) Requirement already satisfied: sympy in ./env/lib/python3.10/site-packages (from torch>=1.10.0->accelerate==0.29.3->autotrain-advanced) (1.12) Requirement already satisfied: jinja2 in ./env/lib/python3.10/site-packages (from torch>=1.10.0->accelerate==0.29.3->autotrain-advanced) (3.1.3) Requirement already satisfied: docstring-parser>=0.14.1 in ./env/lib/python3.10/site-packages (from tyro>=0.5.11->trl==0.8.6->autotrain-advanced) (0.16) Requirement already satisfied: rich>=11.1.0 in ./env/lib/python3.10/site-packages (from tyro>=0.5.11->trl==0.8.6->autotrain-advanced) (13.7.1) Requirement already satisfied: shtab>=1.5.6 in ./env/lib/python3.10/site-packages (from tyro>=0.5.11->trl==0.8.6->autotrain-advanced) (1.7.1) Requirement already satisfied: types-python-dateutil>=2.8.10 in ./env/lib/python3.10/site-packages (from arrow->codecarbon==2.3.5->autotrain-advanced) (2.9.0.20240316) Requirement already satisfied: zipp>=0.5 in ./env/lib/python3.10/site-packages (from importlib-metadata->diffusers==0.27.2->autotrain-advanced) (3.18.1) Requirement already satisfied: markdown-it-py>=2.2.0 in ./env/lib/python3.10/site-packages (from rich>=11.1.0->tyro>=0.5.11->trl==0.8.6->autotrain-advanced) (3.0.0) Requirement already satisfied: pygments<3.0.0,>=2.13.0 in ./env/lib/python3.10/site-packages (from rich>=11.1.0->tyro>=0.5.11->trl==0.8.6->autotrain-advanced) (2.17.2) Requirement already satisfied: mpmath>=0.19 in ./env/lib/python3.10/site-packages (from sympy->torch>=1.10.0->accelerate==0.29.3->autotrain-advanced) (1.3.0) Requirement already satisfied: mdurl~=0.1 in ./env/lib/python3.10/site-packages (from markdown-it-py>=2.2.0->rich>=11.1.0->tyro>=0.5.11->trl==0.8.6->autotrain-advanced) (0.1.2) Downloading autotrain_advanced-0.7.74-py3-none-any.whl (261 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 262.0/262.0 kB 4.6 MB/s eta 0:00:00 Installing collected packages: autotrain-advanced Successfully installed autotrain-advanced-0.7.74 Your installed package `nvidia-ml-py` is corrupted. Skip patch functions `nvmlDeviceGet{Compute,Graphics,MPSCompute}RunningProcesses`. You may get incorrect or incomplete results. Please consider reinstall package `nvidia-ml-py` via `pip3 install –force-reinstall nvidia-ml-py nvitop`. Your installed package `nvidia-ml-py` is corrupted. Skip patch functions `nvmlDeviceGetMemoryInfo`. You may get incorrect or incomplete results. Please consider reinstall package `nvidia-ml-py` via `pip3 install –force-reinstall nvidia-ml-py nvitop`. INFO | 2024-04-27 19:18:12 | autotrain.app:<module>:31 – Starting AutoTrain… WARNING | 2024-04-27 19:18:12 | autotrain.trainers.common:__init__:174 – Parameters not supplied by user and set to default: model_ref, trainer, prompt_text_column, seed, save_total_limit, model_max_length, batch_size, max_prompt_length, lora_dropout, rejected_text_column, text_column, train_split, valid_split, evaluation_strategy, lora_alpha, username, optimizer, auto_find_batch_size, dpo_beta, logging_steps, lr, data_path, disable_gradient_checkpointing, max_grad_norm, use_flash_attention_2, project_name, merge_adapter, warmup_ratio, weight_decay, add_eos_token, token, gradient_accumulation, push_to_hub, model, scheduler, lora_r WARNING | 2024-04-27 19:18:12 | autotrain.trainers.common:__init__:174 – Parameters not supplied by user and set to default: logging_steps, lr, data_path, max_grad_norm, seed, save_total_limit, max_seq_length, epochs, batch_size, project_name, warmup_ratio, weight_decay, text_column, token, gradient_accumulation, train_split, valid_split, push_to_hub, target_column, evaluation_strategy, model, scheduler, username, optimizer, auto_find_batch_size WARNING | 2024-04-27 19:18:12 | autotrain.trainers.common:__init__:174 – Parameters not supplied by user and set to default: logging_steps, lr, data_path, max_grad_norm, seed, save_total_limit, epochs, batch_size, project_name, warmup_ratio, weight_decay, token, gradient_accumulation, train_split, valid_split, push_to_hub, target_column, evaluation_strategy, model, scheduler, image_column, username, optimizer, auto_find_batch_size WARNING | 2024-04-27 19:18:12 | autotrain.trainers.common:__init__:174 – Parameters not supplied by user and set to default: quantization, seed, save_total_limit, epochs, batch_size, lora_dropout, text_column, train_split, valid_split, target_column, evaluation_strategy, lora_alpha, max_target_length, username, optimizer, auto_find_batch_size, logging_steps, lr, data_path, max_grad_norm, max_seq_length, project_name, warmup_ratio, weight_decay, token, gradient_accumulation, push_to_hub, model, scheduler, peft, lora_r WARNING | 2024-04-27 19:18:12 | autotrain.trainers.common:__init__:174 – Parameters not supplied by user and set to default: data_path, target_columns, num_trials, seed, project_name, time_limit, id_column, categorical_columns, token, task, numerical_columns, train_split, valid_split, push_to_hub, model, username WARNING | 2024-04-27 19:18:12 | autotrain.trainers.common:__init__:174 – Parameters not supplied by user and set to default: adam_weight_decay, adam_beta1, text_encoder_use_attention_mask, seed, validation_prompt, resume_from_checkpoint, rank, allow_tf32, prior_preservation, epochs, prior_generation_precision, scale_lr, dataloader_num_workers, validation_images, username, image_path, local_rank, max_grad_norm, tokenizer, class_labels_conditioning, revision, tokenizer_max_length, class_image_path, project_name, warmup_steps, xl, prior_loss_weight, num_class_images, num_validation_images, checkpoints_total_limit, logging, pre_compute_text_embeddings, center_crop, adam_beta2, token, validation_epochs, push_to_hub, adam_epsilon, model, scheduler, lr_power, num_cycles, checkpointing_steps, class_prompt, sample_batch_size WARNING | 2024-04-27 19:18:12 | autotrain.trainers.common:__init__:174 – Parameters not supplied by user and set to default: logging_steps, lr, data_path, tokens_column, max_grad_norm, seed, save_total_limit, max_seq_length, epochs, batch_size, project_name, warmup_ratio, weight_decay, tags_column, token, gradient_accumulation, train_split, valid_split, push_to_hub, model, evaluation_strategy, scheduler, username, optimizer, auto_find_batch_size INFO | 2024-04-27 19:18:13 | autotrain.app:<module>:151 – AutoTrain started successfully
Related articles
funAGI workflow fundamental autonomous general intelligence framework
The funAGI system is designed as a modular framework for developing an autonomous general intelligence. The workflow integrates several components and libraries to achieve adaptability, dynamic interaction, continuous optimization, and secure data management. Below is a detailed explanation of the funAGI workflow based on the provided files and documentation. 1. Component Initialization 2. Core AGI Logic 3. User Interaction 4. Reasoning and Logic 5. API and Integration 6. Communication and Interaction 7. Installation and Requirements […]
Hackathon Challenge:
OpenAI Assistants API Llama-Index/MongoDB In this hackathon, you will build and iterate on an LLM-based application using AI observability to validate the performance of your app. You can choose between two sets of tools for building your app: Tool set 1: The OpenAI Assistants API Tool set 2: Llama-Index, MongoDB and GPT-4. With either choice, you will use TruLens to validate and improve the performance of your application. By bringing together TruEra, OpenAI, Llama-Index, and […]
MASTERMIND aGLM with RAGE
Building a rational Autonomous General Learning Model with Retrieval Augmented Generative Engine to create a dynamic learning loop with machine.dreaming for machine.learning as a self-healing architecture. MASTERMIND uses the Autonomous General Learning Model (aGLM) enhanced by the Retrieval Augmented Generative Engine (RAGE) to create a sophisticated AI system capable of intelligent decision-making and dynamic adaptation to real-time data. This combination leverages the strengths of both components to ensure that responses are not only based on […]