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 大语言模型 long-context rlhf fine-tuning-llm 中文 flash-attention pretrained-models

Python 7.01 k

7 天前

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 3.77 k

5 个月前

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 2.67 k

1 年前

peremartra / Large-Language-Model-Notebooks-Course

Practical course about Large Language Models.

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

Jupyter Notebook 1.66 k

20 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

351

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 240

2 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 201

1 年前

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 finetuning-llms 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 93

1 年前

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 84

21 天前

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 82

2 年前

JonusNattapong / Notebook-Git-Colab

#学习与技能提升#เป็นการรวบรวมแหล่งข้อมูลสำหรับการเรียนรู้เกี่ยวกับปัญญาประดิษฐ์ (Artificial Intelligence - AI) และโมเดลภาษาขนาดใหญ่ (Large Language Models - LLMs) รวมถึงหัวข้อพื้นฐาน, สมุดบันทึกที่แนะนำ, คอร์สออนไลน์...

人工智能 artificial-intelligence-algorithms fine-tuning fine-tuning-llm intelligence large-language-models learning learning-python 大语言模型 Hackathon-Kit 工具

Jupyter Notebook 81

16 天前

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

大语言模型 synthetic-data synthetic-dataset-generation fine-tuning llm-training fine-tuning-llm gpt gpt-4 huggingface-transformers large-language-models openai Python

Python 63

2 年前

multimindlab / multimind-sdk

#大语言模型#Your SDK solves all of this. One interface. Unified logic. Local + hosted models. Fine-tuning. Agent tools. Enterprise-ready. Hybrid RAG.Star 🌟 if you like it!

ai-agents fine-tuning fine-tuning-llm 大语言模型 SDK agents 人工智能 agentic-ai agentic-framework multimodal-large-language-models multimodal-deep-learning 深度学习神经网络 sdk-python 框架 open-source-ai

Python 55

2 天前

intel / polite-guard

Source code for Intel's Polite Guard NLP project

fine-tuning-llm synthetic-dataset-generation text-classification

Python 36

7 天前

codelion / ellora

Enhancing LLMs with LoRA

fine-tuning finetuning lora qlora reinforcement-learning training chain-of-thought data-generation distillation finetuning-llms fine-tuning-llm quantization quantization-aware-training reasoning

Jupyter Notebook 16

11 天前

dvgodoy / LLM-visuals

#大语言模型#Over 60 figures and diagrams of LLMs, quantization, low-rank adapters (LoRA), and chat templates FREE TO USE in your blog posts, slides, presentations, or papers.

data-types fine-tuning fine-tuning-llm hugging-face 大语言模型 lora quantization sft supervised-learning

5 个月前

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

1 年前