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ChatGLM-Efficient-Tuning is a fine-tuning framework and toolkit designed to optimize large language models using parameter-efficient fine-tuning techniques. It provides a pipeline for adjusting model behavior and reducing the memory and compute requirements necessary for training. The project features a web-based trainer and orchestration interface for configuring and executing the fine-tuning process on a single GPU. It supports quantized training in lower precision formats to enable fine-tuning on hardware with limited memory, as well as reinforcement learning from human feedback for model
Dromedary: towards helpful, ethical and reliable LLMs.
Panda项目是于2023年5月启动的开源海外中文大语言模型项目，致力于大模型时代探索整个技术栈，旨在推动中文自然语言处理领域的创新和合作。
Lit-llama is a PyTorch-based implementation framework for the LLaMA language model, providing a system for pre-training, fine-tuning, and high-performance inference. It includes a pre-training pipeline for creating foundational language models from scratch and tools for running pretrained weights to generate natural text and predict sequences. The project provides specialized toolkits for parameter-efficient fine-tuning using low-rank adaptation and lightweight adapters. It also includes a quantization library that reduces model memory footprints through four-bit and eight-bit precision to en
LLM as a Chatbot Service
The main features of deep-diver/llm-as-chatbot are: Chat Interfaces, LLM Frameworks, Natural Language Processing.
Projects with overlapping indexed features include: ibm/dromedary — Dromedary: towards helpful, ethical and reliable LLMs. mbzuai-nlp/lamini-lm — LaMini-LM: A Diverse Herd of Distilled Models from Large-Scale Instructions. dandelionsllm/pandallm — Panda项目是于2023年5月启动的开源海外中文大语言模型项目，致力于大模型时代探索整个技术栈，旨在推动中文自然语言处理领域的创新和合作。. hiyouga/chatglm-efficient-tuning — ChatGLM-Efficient-Tuning is a fine-tuning framework and toolkit designed to optimize large language models using… lightning-ai/lit-llama — Lit-llama is a PyTorch-based implementation framework for the LLaMA language model, providing a system for… nlpxucan/wizardlm — WizardLM is a large language model and instruction-tuning framework designed to execute sophisticated coding,…