/no_code_llm_finetuning_service

Primary LanguagePython

finetuning model

selection of parameters

selection of parameters

training visualization

training visualization

model inference

interaction with the model

interaction with the model

start service

pip install requirements.txt
python start.py

Task List

  • finetuning tasks
    • text classification task
    • text generation task
    • token classification task
    • text summarization task
    • masked language modeling task
    • question answering task
  • adapters
    • Pfeiffer Bottleneck
    • Houlsby Bottleneck
    • Parallel Bottleneck
    • Scaled Parallel Bottleneck
    • Compacter
    • Compacter++
    • Prefix Tuning
    • Flat Prefix Tuning
    • LoRA
    • (IA)^3
    • MAM Adapter
    • UniPELT
  • adapters compositions
    • stack
    • fuse
    • split
    • parallel
  • methods and tools for efficient training
    • gradient checkpointing
    • mixed precision training
    • quantization
    • optimizer choice