Python Project Sample for Demonstration
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Updated
Jul 29, 2024 - Jupyter Notebook
Python Project Sample for Demonstration
🦙 Llama 2 7B fine-tuned to revive Rick
Llama 3.1 Fine Tuning
Knowledge Verification to Nip Hallucination in the Bud
Finetune Mistral 7b v1.0 on custom dataset
Binary classification of pathological heartbeats from ECG signals using 1D CNNs in PyTorch
This project streamlines the fine-tuning process, enabling you to leverage Llama-2's capabilities for your own projects.
An LLM challenge to (i) fine-tune pre-trained HuggingFace transformer model to build a Code Generation language model, and (ii) build a retrieval-augmented generation (RAG) application using LangChain
使用LLaMA-Factory微调多模态大语言模型的示例代码 Demo of Finetuning Multimodal LLM with LLaMA-Factory
Various LMs/LLMs below 3B parameters (for now) trained using SFT (Supervised Fine Tuning) for several downstream tasks
Fine tune Large Language Model on Mathematic dataset
Finetuning Google's Gemma Model for Translating Natural Language into SQL
Knowledge Verification to Nip Hallucination in the Bud
Code for the paper titled "Instruction Tuning With Loss Over Instructions"
[ACL 2024] The official codebase for the paper "Self-Distillation Bridges Distribution Gap in Language Model Fine-tuning".
The offical realization of InstructERC
Official repository for "Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing". Your efficient and high-quality synthetic data generation pipeline!
开源SFT数据集整理,随时补充
This repository collects papers for "A Survey on Knowledge Distillation of Large Language Models". We break down KD into Knowledge Elicitation and Distillation Algorithms, and explore the Skill & Vertical Distillation of LLMs.
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