===== 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
concurrency in Python with asyncio
Concurrency is a vital concept in modern programming, enabling systems to manage and execute multiple tasks simultaneously. This capability is crucial for improving the efficiency and responsiveness of applications, especially those dealing with I/O-bound operations such as web servers, database interactions, and network communications. In Python, concurrency can be achieved through several mechanisms, with the asyncio library being a prominent tool for asynchronous programming. What is Concurrency? Concurrency refers to the ability of a program […]
Reliable fully local RAG agents with LLaMA3
https://github.com/langchain-ai/langgraph/blob/main/examples/rag/langgraph_rag_agent_llama3_local.ipynb Building reliable local agents using LangGraph and LLaMA3-8b within the RAGE framework involves several key components and methodologies: Model Integration and Local Deployment: LLaMA3-8b: Utilize this robust language model for generating responses based on user queries. It serves as the core generative engine in the RAGE system. LangGraph: Enhance the responses of LLaMA3 by integrating structured knowledge graphs through LangGraph, boosting the model’s capability to deliver contextually relevant and accurate information. Advanced RAGE Techniques: […]
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 […]
