fine-tuning-llm · GitHub Topics

#大语言模型#Official release of InternLM series (InternLM, InternLM2, InternLM2.5, InternLM3).

聊天机器人 gpt large-language-model long-context rlhf fine-tuning-llm 大语言模型中文 flash-attention pretrained-models

Python 6.81 k

1 个月前

PacktPublishing / LLM-Engineers-Handbook

#大语言模型#The LLM's practical guide: From the fundamentals to deploying advanced LLM and RAG apps to AWS using LLMOps best practices

genai 大语言模型 llmops mlops rag Amazon Web Services fine-tuning-llm llm-evaluation ml-system-design

Python 2.88 k

4 天前

dvlab-research / LongLoRA

#大语言模型#Code and documents of LongLoRA and LongAlpaca (ICLR 2024 Oral)

fine-tuning-llm large-language-models long-context 大语言模型 lora

Python 2.65 k

7 个月前

peremartra / Large-Language-Model-Notebooks-Course

Practical course about Large Language Models.

chatbots huggingface langchain large-language-models transformers vector-database fine-tuning-llm

Jupyter Notebook 1.52 k

6 天前

InternLM / Agent-FLAN

#大语言模型#[ACL2024 Findings] Agent-FLAN: Designing Data and Methods of Effective Agent Tuning for Large Language Models

agent 大语言模型聊天机器人 fine-tuning-llm gpt large-language-model

339

1 年前

promptslab / LLMtuner

#大语言模型#FineTune LLMs in few lines of code (Text2Text, Text2Speech, Speech2Text)

fine-tuning fine-tuning-llm finetune finetune-llm finetuning 大语言模型 llm-framework llm-inference llm-training llmops Whisper

Python 236

1 年前

AXYZdong / AMchat

#大语言模型#AM (Advanced Mathematics) Chat is a large language model that integrates advanced mathematical knowledge, exercises in higher mathematics, and their solutions. AM (Advanced Mathematics) chat 高等数学大模型。一...

large-language-models 大语言模型数学 fine-tuning-llm gpt

Python 174

7 个月前

simplifine-llm / Simplifine

#大语言模型#🚀 Easy, open-source LLM finetuning with one-line commands, seamless cloud integration, and popular optimization frameworks. ✨

cloud fine-tuning fine-tuning-llm large-language-models llama 大语言模型 llm-training Open Source 人工智能 gpt instruction-tuning llama3 lora mistral moe peft phi qwen

Python 89

7 个月前

ymoslem / Adaptive-MT-LLM-Fine-tuning

Fine-tuning Open-Source LLMs for Adaptive Machine Translation

domain-adaptation fine-tuning-llm large-language-models machine-translation mistral

Jupyter Notebook 74

1 个月前

architkaila / Fine-Tuning-LLMs-for-Medical-Entity-Extraction

Exploring the potential of fine-tuning Large Language Models (LLMs) like Llama2 and StableLM for medical entity extraction. This project focuses on adapting these models using PEFT, Adapter V2, and Lo...

entity-extraction fine-tuning-llm large-language-models medical-application parameter-efficient-fine-tuning

Python 68

1 年前

discus-labs / discus

A data-centric AI package for ML/AI. Get the best high-quality data for the best results. Discord: https://discord.gg/t6ADqBKrdZ

llms synthetic-data synthetic-dataset-generation fine-tuning llm-training fine-tuning-llm gpt gpt-4 huggingface-transformers large-language-models openai Python

Python 64

1 年前

daekeun-ml / azure-llm-fine-tuning

This hands-on walks you through fine-tuning an open source LLM on Azure and serving the fine-tuned model on Azure. It is intended for Data Scientists and ML engineers who have experience with fine-tun...

azureml fine-tuning-llm

Jupyter Notebook 12

9 个月前

PrincySinghal / Html-code-generation-from-LLM

#计算机科学#Fine-Tuning and Evaluating a Falcon 7B Model for generating HTML code from input prompts.

code-generation fine-tuning-llm 机器学习 llms

Jupyter Notebook 8

1 年前

THU-KEG / DICE

#大语言模型#DICE: Detecting In-distribution Data Contamination with LLM's Internal State

benchmark fine-tuning-llm 大语言模型 sft

Python 6

6 个月前

mirabdullahyaser / Fine-Tuning-GPT-3-for-Amazon-Support-Chatbot

#自然语言处理#Building a GPT-3 powered Amazon Support Bot for precise customer query responses via fine-tuned model on Amazon QA data

amazon fine-tuning-llm generative-ai gpt-3 large-language-models 自然语言处理 openai prompt-engineering question-answering

Jupyter Notebook 5

2 年前

aaaastark / Pretrain_Finetune_Transformers_Pytorch

Pre-Training and Fine-Tuning transformer models using PyTorch and the Hugging Face Transformers library. Whether you're delving into pre-training with custom datasets or fine-tuning for specific class...

fine-tuning fine-tuning-llm huggingface-transformers large-language-models llms pre-trained-language-models pre-trained-model pre-training Python PyTorch transformers

Jupyter Notebook 5

1 年前

Shreyjain203 / Wikipedia-Continual-Learning-RAG

This repository implements a self-updating RAG (Retrograde Autoregressive Generation) model. It leverages Wikipedia for factual grounding and can fine-tune itself when information is unavailable. This...

retrieval-augmented-generation fine-tuning fine-tuning-llm large-language-models

Python 4

1 年前

Hamid-Nasiri / EDoRA

EDoRA: Efficient Weight-Decomposed Low-Rank Adaptation via Singular Value Decomposition

dora fine-tuning-llm lora parameter-efficient-fine-tuning peft

Python 4

2 个月前

Hk669 / Chatbot-gpt3.5

Chatbot built using Flask and the OpenAI GPT-3.5 turbo model. The chatbot allows users to interact with a language model powered by GPT-3.5 turbo and get responses based on their input.

聊天机器人 flask-application gpt-3-5-turbo HTML llms openai-api Python fine-tuning fine-tuning-llm

Jupyter Notebook 4

2 年前

PraveenKumar-Rajendran / Udacity-Generative-AI-Engineer-Nanodegree

Projects Implemented for the Udacity Generative AI Engineer Nanodegree Program

fine-tuning-llm foundation-models generative-ai huggingface image-inpainting lancedb large-language-models llms PyTorch rag retrieval-augmented-generation sam segment-anything-model semantic-search stable-diffusion udacity-nanodegree

8 个月前