p-tuning

There are 3 repositories under p-tuning topic.

liucongg / ChatGLM-Finetuning
基于ChatGLM-6B、ChatGLM2-6B、ChatGLM3-6B模型，进行下游具体任务微调，涉及Freeze、Lora、P-tuning、全参微调等
chatglm chatgpt freeze lora p-tuning chatglm2 chatglm3
Language:Python 2489
PhoebusSi / Alpaca-CoT
We unified the interfaces of instruction-tuning data (e.g., CoT data), multiple LLMs and parameter-efficient methods (e.g., lora, p-tuning) together for easy use. We welcome open-source enthusiasts to initiate any meaningful PR on this repo and integrate as many LLM related technologies as possible. 我们打造了方便研究人员上手和使用大模型等微调平台，我们欢迎开源爱好者发起任何有意义的pr！
chatglm llama llm lora chatgpt cot instruction-tuning alpaca moss p-tuning parameter-efficient pytorch tabul tabular-data tabular-model
Language:Jupyter Notebook 2483
THUDM / P-tuning-v2
An optimized deep prompt tuning strategy comparable to fine-tuning across scales and tasks
natural-language-processing prompt-tuning pretrained-language-model p-tuning parameter-efficient-learning
Language:Python 1890
THUDM / P-tuning
A novel method to tune language models. Codes and datasets for paper ``GPT understands, too''.
natural-language-processing pre-trained-language-models prompt-tuning p-tuning parameter-efficient-learning few-shot-learning
Language:Python 894
yuanjie-ai / ChatLLM
轻松玩转LLM兼容openai&langchain，支持文心一言、讯飞星火、腾讯混元、智谱ChatGLM等
chatgpt llm gpt4 langchain lora p-tuning chatllm chatpdf chatdoc chatbase chatweb chatkb chatkg chatsearch chatdb chatsql
Language:Jupyter Notebook 392
openhackathons-org / End-to-End-LLM
This repository is an AI Bootcamp material that consist of a workflow for LLM
deep-learning natural-language-processing p-tuning prompt-tuning nemo-megatron llm nemo-guardrails question-answering tensorrt-llm genai
Language:Jupyter Notebook 39
FreedomIntelligence / DPTDR
Code for COLING22 paper, DPTDR: Deep Prompt Tuning for Dense Passage Retrieval
dense-retrieval information-retrieval p-tuning prompt-learning prompt-tuning question-answering
Language:Python 25
bugface / P-tuning-v2-MRC-NER
P-tuning-v2 integrated mrc for ner
mrc ner p-tuning pytorch
Language:Python 2
yuchengml / Adaptation-Tuning-PEFT
Comparison of different adaptation methods on PEFT for fine-tuning downstream tasks or benchmarks.
huggingface-transformers llm-finetuning p-tuning peft prefix-tuning transformers wandb lora
Language:Python 1
HROlive / Poland-End-To-End-LLM-Bootcamp
This bootcamp is designed to give NLP researchers an end-to-end overview on the fundamentals of NVIDIA NeMo framework, complete solution for building large language models. It will also have hands-on exercises complimented by tutorials, code snippets, and presentations to help researchers kick-start with NeMo LLM Service and Guardrails.
gpt llama2 llm llm-inference llm-training nemo-guardrails nvidia nvidia-nemo p-tuning prompt-tuning tensorrt triton
Language:Jupyter Notebook

p-tuning

liucongg / ChatGLM-Finetuning

PhoebusSi / Alpaca-CoT

THUDM / P-tuning-v2

THUDM / P-tuning

yuanjie-ai / ChatLLM

openhackathons-org / End-to-End-LLM

FreedomIntelligence / DPTDR

bugface / P-tuning-v2-MRC-NER

yuchengml / Adaptation-Tuning-PEFT

HROlive / Poland-End-To-End-LLM-Bootcamp