llama2-lora-fine-tuning

Chatbot fine-tuning

Fine-tuning the LLaMA 2 chat model using DeepSpeed and Lora for improved performance on a large dataset.

llama2 finetuning with deepspeed and lora

GitHub

171 stars
3 watching
14 forks
Language: Python
last commit: over 1 year ago
deepspeedfinetuningllama2lora

Related projects:

Repository Description Stars
lich99/chatglm-finetune-lora A codebase for fine-tuning the ChatGLM-6b language model using low-rank adaptation (LoRA) and providing finetuned weights. 727
jerry1993-tech/cornucopia-llama-fin-chinese A Chinese finance-focused large language model fine-tuning framework 596
salt-nlp/llavar An open-source project that enhances visual instruction tuning for text-rich image understanding by integrating GPT-4 models with multimodal datasets. 259
juncongmoo/chatllama An open source implementation of LLaMA-based chatbots using reinforcement learning from human feedback for faster training and inference 1,209
noizu-labs-ml/ex_llama Provides Elixir bindings for interacting with a machine learning chat model using C++ 10
soulteary/docker-llama2-chat An implementation of LLaMA2 in Docker, allowing users to quickly deploy and run the model on their local machine. 537
lc1332/chinese-alpaca-lora Develops and maintains a Chinese language model finetuned on LLaMA, used for text generation and summarization tasks. 711
zrrskywalker/llama-adapter Fine-tunes a language model to generate human-like text based on visual instructions 85
linksoul-ai/chinese-llama-2-7b A deep learning project providing an open-source implementation of the LLaMA2 model with Chinese and English text data 2,235
openai/lm-human-preferences Training methods and tools for fine-tuning language models using human preferences 1,240
dicklesworthstone/swiss_army_llama A FastAPI service that facilitates semantic text search using precomputed embeddings and advanced similarity measures. 947
shm007g/llama-cult-and-more Provides insights and practical guides for building and using large language models. 427
llmkira/openaibot A chatbot platform that integrates with various messaging services and provides a plugin-based architecture for customization and extensibility 1,956
spandan-madan/pytorch_fine_tuning_tutorial Provides guidance on fine-tuning pre-trained models for image classification tasks using PyTorch. 279
larsbaunwall/bricky A conversational AI chatbot built using OpenAI's GPT-3 LLM and Haystack for knowledgebase indexing and retrieval. 103