Collections: awesome-llama

https://github.com/meta-llama/llama-cookbook

Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to end problems using Llama model family and using them on various provider services

ai finetuning langchain llama llama2 llm machine-learning python pytorch vllm

Last synced: 24 Aug 2026

https://github.com/zjunlp/EasyEdit

[ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.

artificial-intelligence baichuan chatgpt cknowedit easyedit easyedit2 efficient gpt knowedit knowledge-editing knowlm large-language-models llama mmedit model-editing natural-language-processing safeedit tool trustworthy-ai unlearning

Last synced: 24 Aug 2026

https://github.com/datawhalechina/self-llm

《开源大模型食用指南》针对中国宝宝量身打造的基于Linux环境快速微调（全参数/Lora）、部署国内外开源大模型（LLM）/多模态大模型（MLLM）教程

chatglm chatglm3 gemma-2b-it glm-4 internlm2 llama3 llm lora minicpm q-wen qwen qwen1-5 qwen2

Last synced: 24 Aug 2026

https://github.com/liltom-eth/llama2-webui

Run any Llama 2 locally with gradio UI on GPU or CPU from anywhere (Linux/Windows/Mac). Use `llama2-wrapper` as your local llama2 backend for Generative Agents/Apps.

llama-2 llama2 llm llm-inference

Last synced: 24 Aug 2026

https://github.com/aiplanethub/beyondllm

Build, evaluate and observe LLM apps

ai artificial-intelligence embeddings evaluate-llm genai generative-ai hacktoberfest hacktoberfest-accepted hacktoberfest2024 large-language-models llm llms rag

Last synced: 24 Aug 2026

https://github.com/datawhalechina/llms-from-scratch-cn

仅需Python基础，从0构建大语言模型；从0逐步构建GLM4\Llama3\RWKV6，深入理解大模型原理

glm llama llm llms-from-scratch rwkv

Last synced: 24 Aug 2026

https://github.com/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！

alpaca chatglm chatgpt cot instruction-tuning llama llm lora moss p-tuning parameter-efficient pytorch tabul tabular-data tabular-model

Last synced: 24 Aug 2026

https://github.com/dylanhogg/llmgraph

Create knowledge graphs with LLMs

chatgpt gephi gexf graph graphml knowledge-graph large-language-model llama2 llm

Last synced: 24 Aug 2026

https://github.com/aiplanethub/genai-stack

An End to End GenAI Framework

ai chatgpt data-engineering datascientist genai hacktoberfest hacktoberfest-accepted hacktoberfest2023 langchain llama llama-index llm llmops mlops

Last synced: 24 Aug 2026

https://github.com/Beomi/KoAlpaca

KoAlpaca: 한국어 명령어를 이해하는 오픈소스 언어모델 (KoAlpaca: An open-source language model to understand Korean instructions)

alpaca chatkoalpaca koalpaca korean-nlp llama polyglot-ko

Last synced: 24 Aug 2026

https://github.com/The-FinAI/PIXIU

This repository introduces PIXIU, an open-source resource featuring the first financial large language models (LLMs), instruction tuning data, and evaluation benchmarks to holistically assess financial LLMs. Our goal is to continually push forward the open-source development of financial artificial intelligence (AI).

aifinance chatgpt fintech gpt-4 large-language-models llama machine-learning named-entity-recognition natural-language-processing nlp pixiu question-answering sentiment-analysis stock-price-prediction text-classification

Last synced: 24 Aug 2026

https://github.com/yuanzhoulvpi2017/zero_nlp

中文nlp解决方案(大模型、数据、模型、训练、推理)

bert chatglm-6b clip gpt gpt2 huggingface-transformers llama llama2 llava nlp pytorch text-generation transformers

Last synced: 24 Aug 2026

https://github.com/louisbrulenaudet/ragoon

High level library for batched embeddings generation, blazingly-fast web-based RAG and quantized indexes processing ⚡

ai embeddings embeddings-similarity faiss generative-ai groq groqapi llama llama-index llm nlp rag retrieval-augmented-generation vector-database vector-search vectorization

Last synced: 24 Aug 2026

https://github.com/lxe/simple-llm-finetuner

Simple UI for LLM Model Finetuning

ai gpt-2 gpt-3 huggingface huggingface-transformers llama llm peft pytorch

Last synced: 24 Aug 2026

https://github.com/ray-project/llm-applications

A comprehensive guide to building RAG-based LLM applications for production.

anyscale fine-tuning llama2 llms machine-learning openai ray serving

Last synced: 24 Aug 2026

https://github.com/Azure-Samples/miyagi

Sample to envision intelligent apps with Microsoft's Copilot stack for AI-infused product experiences.

agents aks assistants azure azure-openai azureai copilot gpt-4 guidance langchain llama-index llama2 openai phi-2 prompt-engineering promptflow semantic-kernel taskweaver typechat

Last synced: 24 Aug 2026

https://github.com/ECNU-ICALK/EduChat

An open-source educational chat model from ICALK, East China Normal University. 开源中英教育对话大模型。(通用基座模型，GPU部署，数据清理) 致敬: LLaMA, MOSS, BELLE, Ziya, vLLM

belle chinese-nlp data-cleaning education llama llm moss open-models

Last synced: 24 Aug 2026

https://github.com/BaranziniLab/KG_RAG

Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks

bert-models bioinformatics bioinformatics-algorithms biomedical-applications biomedical-informatics context-aware gpt gpt35turbo gpt4 knowledge-base knowledge-graph large-language-models llama llama2 llm prompt-engineering prompt-tuning rag retrieval-augmented-generation sentence-transformers

Last synced: 24 Aug 2026

https://github.com/camenduru/text-generation-webui-colab

A colab gradio web UI for running Large Language Models

alpaca colab colab-notebook colaboratory gradio koala lama llama llamas llm vicuna

Last synced: 23 Aug 2026

https://github.com/Troyanovsky/Local-LLM-Comparison-Colab-UI

Compare the performance of different LLM that can be deployed locally on consumer hardware. Run yourself with Colab WebUI.

ai gpt llama llm

Last synced: 24 Aug 2026

https://github.com/ashishpatel26/LLM-Finetuning

LLM Finetuning with peft

falcon fine-tuning huggingface llama llama2 llm llms lora peft pytorch text-generation

Last synced: 24 Aug 2026

https://github.com/princeton-nlp/LESS

[ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning

data data-selection influence instruction-tuning llama llm mistral

Last synced: 24 Aug 2026

https://github.com/curiousily/Get-Things-Done-with-Prompt-Engineering-and-LangChain

LangChain & Prompt Engineering tutorials on Large Language Models (LLMs) such as ChatGPT with custom data. Jupyter notebooks on loading and indexing data, creating prompt templates, CSV agents, and using retrieval QA chains to query the custom data. Projects for using a private LLM (Llama 2) for chat with PDF files, tweets sentiment analysis.

artificial-intelligence chatgpt deep-learning gpt-4 gpt4 langchain language-models large-language-models llama2 openai prompt-engineering python

Last synced: 23 Aug 2026

https://github.com/rohan-paul/LLM-FineTuning-Large-Language-Models

LLM (Large Language Model) FineTuning

gpt-3 gpt3-turbo large-language-models llama2 llm llm-finetuning llm-inference llm-serving llm-training mistral-7b open-source-llm pytorch

Last synced: 24 Aug 2026

https://github.com/EvilPsyCHo/Play-with-LLMs

Tutorial on training, evaluating LLM, as well as utilizing RAG, Agent, Chain to build entertaining applications with LLMs.分享如何训练、评估LLMs，如何基于RAG、Agent、Chain构建有趣的LLMs应用。

agent baichuan2 chatgpt gpt large-language-models llama2 llms mistral rag retrieval-augmented-generation

Last synced: 23 Aug 2026

https://github.com/Vision-CAIR/ChatCaptioner

Official Repository of ChatCaptioner

Last synced: 23 Aug 2026

https://github.com/minggnim/nlp-models

A repository for training transformer based models

chatbot chatbots ctransformers deeplearning falcon fine-tuning gpt-2 langchain llama2 llms multi-label-classification multi-task-learning nlp pytorch qdrant-vector-database transformers

Last synced: 24 Aug 2026

https://github.com/mrdbourke/mac-ml-speed-test

A few quick scripts focused on testing TensorFlow/PyTorch/Llama 2 on macOS.

apple-silicon benchmark deep-learning llama2 llamacpp llm m1 m1-mac m2-mac m3-mac machine-learning macos metal metal-performance-shaders ml mps pytorch speedtest tensorflow2

Last synced: 24 Aug 2026

https://github.com/ukairia777/tensorflow-nlp-tutorial

tensorflow를 사용하여 텍스트 전처리부터, Topic Models, BERT, GPT, LLM과 같은 최신 모델의 다운스트림 태스크들을 정리한 Deep Learning NLP 저장소입니다.

bert bert-ner dpo huggingface keras-tutorial llama llm lora named-entity-recognition natural-language-processing nlp nlp-tutorial question-answering sft tensorflow trainer transformers

Last synced: 24 Aug 2026

https://github.com/teelinsan/camoscio

Camoscio: An Italian instruction-tuned language model based on LLaMA

italian language-model llama transformers

Last synced: 23 Aug 2026

https://github.com/LucknowAI/Lucknow-LLM

Collecting data for Building Lucknow's first LLM

gemma india llama2 llama2-7b llm llm-finetuning lucknow mistral-7b

Last synced: 24 Aug 2026

https://github.com/NisaarAgharia/Advanced_RAG

Advanced Retrieval-Augmented Generation (RAG) through practical notebooks, using the power of the Langchain, OpenAI GPTs ,META LLAMA3 ,Agents.

agent agents ai chatgpt genai langchain llama3 llm machine-learning nlp openai rag retrival-augmented vectordb

Last synced: 24 Aug 2026

https://github.com/Guitaricet/relora

Official code for ReLoRA from the paper Stack More Layers Differently: High-Rank Training Through Low-Rank Updates

deep-learning distributed-training llama nlp peft transformer

Last synced: 24 Aug 2026

https://github.com/FuxiaoLiu/VisualNews-Repository

[EMNLP'21] Visual News: Benchmark and Challenges in News Image Captioning

alignment benchmark dataset datasets deep-learning emnlp emnlp2021 event-extraction fake fakenews gpt gpt-4 llama llm multimodal named-entity-recognition news pretraining vision-and-language

Last synced: 23 Aug 2026

https://github.com/ausboss/Local-LLM-Langchain

Load local LLMs effortlessly in a Jupyter notebook for testing purposes alongside Langchain or other agents. Contains Oobagooga and KoboldAI versions of the langchain notebooks with examples.

agi alpaca autogpt jupyter-notebook koboldai langchain language-model llama llm llms machine-learning

Last synced: 23 Aug 2026

https://github.com/codewithbro95/J.A.R.V.I.S

Jarvis from the marvel universe

ai ai-assistant artificial-intelligence jarvis jarvis-2 jarvis-ai jarvis-ai-assistant jarvis-assistant jarvis-llm jarvis-ready jarvis-system jarvisai just-a-rather-very-intelligent-system llama2

Last synced: 23 Aug 2026

https://github.com/run-llama/modal_finetune_sql

Last synced: 23 Aug 2026

https://github.com/Bavest/fin-llama

LLAMA specialized on finance

finance llama llm

Last synced: 24 Aug 2026

https://github.com/Ask-Sage/AskSage-Open-Source-Community

🚀 Welcome to AskSage Open Source Repo, a community aimed at providing code 🧑‍💻, documentation📝, and proof-of-concept projects for interacting with the AskSage API. This repository serves as an unofficial resource for paid subscribers seeking practical guidance on utilizing the API. If you have any questions email us support@asksage.ai

agnostic-llm api artificial-intelligence asksage chatgpt cohere data gemini generative-ai government large-language-model large-language-models llama machine-learning open-source openai prompt-engineering rag

Last synced: 23 Aug 2026

https://github.com/nrimsky/CAA

Steering Llama 2 with Contrastive Activation Addition

llama2 pytorch

Last synced: 24 Aug 2026

https://github.com/FareedKhan-dev/create-million-parameter-llm-from-scratch

Building a 2.3M-parameter LLM from scratch with LLaMA 1 architecture.

chatgpt large-language-models llama llm python

Last synced: 24 Aug 2026

https://github.com/nrimsky/LM-exp

LLM experiments done during SERI MATS - focusing on activation steering / interpreting activation spaces

llama llama-2

Last synced: 24 Aug 2026

https://github.com/lamalab-org/MatText

Text-based modeling of materials.

bert chemistry llama llm material-informatics materials-science transformer

Last synced: 24 Aug 2026

https://github.com/epfl-dlab/llm-latent-language

Repo accompanying our paper "Do Llamas Work in English? On the Latent Language of Multilingual Transformers".

llama2 llm mechanistic-interpretability multilingual-nlp

Last synced: 23 Aug 2026

https://github.com/YeonwooSung/ai_book

AI book for everyone

ai ai-ml cv deep-learning gpt-4 knowledge-distillation llama llm llmops machine-learning machinelearning mlops mlops-workflow nlp pytorch sagemaker tutorial xai

Last synced: 24 Aug 2026

https://github.com/ASSERT-KTH/repairllama

RepairLLaMA: Efficient Representations and Fine-Tuned Adapters for Program Repair http://arxiv.org/pdf/2312.15698

apr codellama llama llms lora repair

Last synced: 24 Aug 2026

https://github.com/matigumma/bb.agi

A brief intent of using baby agi with pinecone and llama model

babyagi dalai llama pinecone python

Last synced: 24 Aug 2026

https://github.com/anakin87/autoquizzer

Generates a quiz from a URL. You can play the quiz, or let the LLM play it.

groq haystack large-language-models llama3 llm

Last synced: 24 Aug 2026

https://github.com/shoutsid/townhall

A Python-based chatbot project built on the autogen and tinygrad foundation, utilizing advanced agents for dynamic conversations and function orchestration, enhancing and expanding traditional chatbot capabilities.

agent-based agent-based-framework ai autogen chat-application chatbot gpt gpt-2 gpt-3 gpt2 gpt3-turbo gpt4 llama llm tinygrad

Last synced: 24 Aug 2026

https://github.com/GURPREETKAURJETHRA/RAG-using-Llama3-Langchain-and-ChromaDB

RAG using Llama3, Langchain and ChromaDB

chromadb generative-ai langchain llama3 llama3-rag rag

Last synced: 23 Aug 2026

https://github.com/sauravjoshi23/towards-agi

A collection of personally developed projects contributing towards the advancement of Artificial General Intelligence(AGI)

agi aws bedrock blog knowledge-graph langchain llama llamaindex llm nebula-graph neo4j pinecone recommendation-system retrieval-augmented-generation sagemaker

Last synced: 24 Aug 2026

https://github.com/GURPREETKAURJETHRA/Advanced_RAG

Advanced Retrieval-Augmented Generation (RAG) through practical notebooks, using the power of the Langchain, OpenAI GPTs ,META LLAMA3 , Agents.

agent chatgpt genai generative-ai langchain large-language-models llama3 llm llms nlp openai rag retrieval-augmented

Last synced: 23 Aug 2026

https://github.com/NisaarAgharia/Indian-LawyerGPT

Fine-Tuning Falcon-7B, LLAMA 2 with QLoRA to create an advanced AI model with a profound understanding of the Indian legal context.

falcon fine-tuning gpt huggingface-transformers large-language-models llama llama2 llms peft qlora

Last synced: 23 Aug 2026

https://github.com/robinhad/kruk

Ukrainian instruction-tuned language models and datasets

alpaca instructions language-model llama nlp ukrainian ukrainian-language ukrainian-nlp

Last synced: 23 Aug 2026

https://github.com/aakarsh/rl-llm-calibration-test

Attempt at replication of the parts of the paper "Language models (mostly) know what they know", on open datasets, and models.

llama2 llm

Last synced: 24 Aug 2026

https://github.com/GURPREETKAURJETHRA/Generative-AI-LLM-Projects

Gen AI Large Language Model Projects

artificial-intelligence finetune-llm finetuning gemini generative-ai gpt4-api gpt4o langchain large-language-models llama llama3 llama3-meta-ai llm mistral openai rag

Last synced: 24 Aug 2026

https://github.com/billvsme/train_law_llm

✏️0成本LLM微调上手项目，⚡️一步一步使用colab训练法律LLM，基于microsoft/phi-1_5、chatglm3，包含lora微调，全参微调

ai deepspeed law llama2 llm lora python

Last synced: 23 Aug 2026

https://github.com/daniel-furman/sft-demos

Language modeling sft demos

chatbot deep-learning instruction-tuning llama nlp text-generation transformers

Last synced: 23 Aug 2026

https://github.com/kingabzpro/using-llama3-locally

Running llama3 using Ollama-Python, Curl, LangChain, Chroma, and User interface.

embeddings langchain llama3 llms ollama

Last synced: 24 Aug 2026

https://github.com/adithya-s-k/CompanionLLM

CompanionLLM - A framework to finetune LLMs to be your own sentient conversational companion

fine-tuning finetuning hacktoberfest hacktoberfest-accepted hacktoberfest2023 huggingface llama llama2 llamacpp llm llm-inference llm-training lora mit-license open-source peft

Last synced: 23 Aug 2026

https://github.com/minhbtnguyen/rentalgpt

Rental app with in-depth data analysis, interactive data visualization, predictive analytics, and chatbot using Dash. Selected as Plotly-Dash’s Top GenAI Project

bert dash data-analysis data-visualization docker gcp huggingface llama prop-tech python sklearn sqlalchemy sqlite streamlit yolov5

Last synced: 23 Aug 2026

https://github.com/WangRongsheng/Chinese-LLaMA-Alpaca-Usage

📔 对Chinese-LLaMA-Alpaca进行使用说明和核心代码注解

alpaca fine-tuning large-language-models llama llm llms lora pre-trained-language-models webui

Last synced: 23 Aug 2026

https://github.com/michaelnny/Llama3-FunctionCalling

Fine-tune Llama3 model to support function calling

function-calling llama3 llama3-finetune llama3-function-calling

Last synced: 24 Aug 2026

https://github.com/bhattbhavesh91/pdf-q-a-llamaindex-llama2

Chat with your PDF files using LlamaIndex, Astra DB (Apache Cassandra), and Gradient's open-source models, including LLama2 and Streamlit, all designed for seamless interaction with PDF files.

apache-cassandra astradb llama-index llama2 pdf-chatbot python streamlit streamlit-webapp

Last synced: 23 Aug 2026

https://github.com/mddunlap924/LangChain-SynData-RAG-Eval

LangChain, Llama2-Chat, and zero- and few-shot prompting are used to generate synthetic datasets for IR and RAG system evaluation

few-shot information-retrieval langchain llama2 llm nlp prompt prompt-engineering prompts-template question-answering rag retrieval-augmented-generation

Last synced: 23 Aug 2026

https://github.com/mehdihosseinimoghadam/AVA-Llama-3

Fine-Tuned Llama 3 Persian Large Language Model LLM / Persian Llama 3

ava-llama-3 llama3 llm persian-llama persian-llama-3

Last synced: 24 Aug 2026

https://github.com/nouralmulhem/Enhancing-LLM-with-Jenkins-Knowledge

🚀 this project aims to develop an app using an existing open-source LLM with data collected for domain-specific Jenkins knowledge that can be fine-tuned locally and set up with a proper UI for the user to interact with.

chatbot llama2 llm python pytorch rag

Last synced: 23 Aug 2026

https://github.com/asiff00/Bangla-Llama

Fine tuned llama 3 models for context based question answering in bengali language.

bengali bengali-nlp huggingface llama3 question-answering rag

Last synced: 24 Aug 2026

https://github.com/aws-samples/amazon-sagemaker-llama2-response-streaming-recipes

Amazon SageMaker Llama 2 Inference via Response Streaming

large-language-models large-model-inference llama2 response-streaming sagemaker sagemaker-endpoint text-generation-inference

Last synced: 23 Aug 2026

https://github.com/KalyanM45/Medical-Chatbot-using-Llama-2

The project uses natural language processing and information retrieval to create an interactive system for user queries on a collection of PDFs. It involves loading, segmenting, and embedding PDFs with a Hugging Face model, utilizing Pinecone for efficient similarity searches

ai-healthcare ai-healthcare-chatbot llama2 medical-chatbot pinecone

Last synced: 24 Aug 2026

https://github.com/areebahmed575/Learn-Generative-AI

This repo contains almost everything about Generative Ai

chromadb docker fastapi gpts huggingface kafka langchain llama2 llm oauth2 objectbox openai pinecone poetry python sqlachemy sqlalchemy sqlmodel streamlit vector-database

Last synced: 24 Aug 2026

https://github.com/curiousily/tweetcrafter

Write tweets with AI Agents (CrewAI) and LLMs (Llama 3, GPT-4o)

ai-agents chatgpt crewai gpt-4o langchain llama tweeter

Last synced: 24 Aug 2026

https://github.com/codingforentrepreneurs/Smarter-Web-Scraping-with-Python

Leverage modern open-source tools to create better web scraping workflows.

apple-itunes-search-api brightdata gpt gpt3 hacker-news itunes-podcast-api llama2 llm ollama open-source openai podcast proxy-scraper python3 selenium whisper

Last synced: 23 Aug 2026

https://github.com/amin-tehrani/ollama-colab

Serve Ollama LLMs on Google Colab (free plan) using Ngrok

google-colab llama llm ngrok nlp notebook ollama ollama-api

Last synced: 24 Aug 2026

https://github.com/kirteshpatel98/RegHub_news_signal_analysis

ai bert-model deep-learning generative-ai large-language-models llama2 named-entity-recognition natural-language-processing similarity-analysis

Last synced: 24 Aug 2026

https://github.com/build-on-aws/deploying-trurl-2-on-amazon-sagemaker

Deploying TRURL 2 on Amazon SageMaker. TRURL 2 is a Large Language Model (LLM), which is a fine-tuned version of LLaMA 2 with support for Polish language developed by VoiceLab and published at the company profile on Hugging Face (https://huggingface.co/Voicelab).

amazon-sagemaker aws-cdk huggingface llama2 trurl-2

Last synced: 24 Aug 2026

https://github.com/GURPREETKAURJETHRA/Meta-LLAMA3-GenAI-UseCases-End-To-End-Implementation-Guides

META LLAMA3 GENAI Real World UseCases End To End Implementation Guide

chromadb fine-tuning fsdp generativeai huggingface langchain-python llama3 llama3-70b-8192 llama3-finetune llama3-meta-ai llama3-prompts llama3-rag ollama prompt-tuning pytorch qlora rag sagemaker streamlit

Last synced: 23 Aug 2026

https://github.com/soumyadip1995/BabyGPT

Something in the middle of Karpathy's mingpt model and video lectures, BabyGPT is an easy to use model on a much smaller scale (16 and 256 out channels , 5 heads, fine tuned).

artificial-intelligence gpt language-model large-language-models llama llama2 llm machine-learning natural-language-processing nlp python pytorch quantization transformer

Last synced: 24 Aug 2026

https://github.com/camenduru/alpaca-lora-colab

Alpaca Lora

ai alpaca colab colab-notebook colaboratory llama llm lora

Last synced: 24 Aug 2026

https://github.com/marcopoli/LLaMAntino-3-ANITA

The 🌟ANITA project🌟 *(Advanced Natural-based interaction for the ITAlian language)* wants to provide Italian NLP researchers with an improved model the for Italian Language 🇮🇹 use cases.

llama3 llama3-anita llama3-finetune llama3-meta-ai llamantino llms meta-llama

Last synced: 24 Aug 2026

https://github.com/horenbergerb/llamagotchi

A bunch of LLaMa model investigations, including recreating generative agents (from the paper Generative Agents: Interactive Simulacra of Human Behavior)

generative-agents langchain llama llamacpp llm machine-learning

Last synced: 24 Aug 2026

https://github.com/abhiverse01/Llama2-CodeGen

This notebook contains the code script I used to fine tune a Llama-2 LLM to create a python codeium generator using a custom build dataset

colab-notebook fine-tuning llama2 llms

Last synced: 23 Aug 2026

https://github.com/dasdristanta13/LLM-Lora-PEFT_accumulate

LLM-Lora-PEFT_accumulate explores optimizations for Large Language Models (LLMs) using PEFT, LORA, and QLORA. Contribute experiments and implementations to enhance LLM efficiency. Join discussions and push the boundaries of LLM optimization. Let's make LLMs more efficient together!

alpaca bitsandbytes falcon int8 llama llm lora peft qlora

Last synced: 24 Aug 2026

https://github.com/CodeName-Detective/Prompt-to-Song-Generation-using-Large-Language-Models

This project uses LLMs to generate music from text by understanding prompts, creating lyrics, determining genre, and composing melodies. It harnesses LLM capabilities to create songs based on text inputs through a multi-step approach.

deep-learning deep-reinforcement-learning flan-t5 genre-classification llama3 llms natural-language-processing policy-gradient rlhf seq-to-seq transformers

Last synced: 24 Aug 2026

https://github.com/IBM/ibm-developer-watsonx

Storing code used in Generative AI Developer Guides on the IBM Developer Website

artificial-intelligence clustering-algorithm data-science eda generative-ai generative-model ibm-watson k-means-clustering k-means-implementation-in-python large-language-models llama2 llm llms machine-learning prompt-engineering python r watsonx

Last synced: 23 Aug 2026

https://github.com/ImPavloh/WhiTTsper-The-Lora

Demo combining Whisper for speech recognition and Google TTS for speech synthesis to interact with Alpaca-LoRA.

ai google-colab gtts llama whisper

Last synced: 23 Aug 2026

https://github.com/abhiverse01/TinyLlama-Base-CodeGen

This repository contains code and resources for fine-tuning a Tiny Llama base model for code generation tasks. The project aims to leverage advanced machine learning techniques to improve the performance of code generation models.

jupyter-notebook llama2 python3

Last synced: 23 Aug 2026

https://github.com/easonlai/chat_with_pdf_streamlit_llama2

In this repository, you will discover how Streamlit, a Python framework for developing interactive data applications, can work seamlessly with the Open-Source Embedding Model ("sentence-transformers/all-MiniLM-L6-v2") in Hugging Face and Llama 2 🦙🦙 model.

chromadb embeddings huggingface-transformers langchain langchain-python llama2 llamacpp python python3 semantic-search sentence-transformers streamlit streamlit-webapp

Last synced: 23 Aug 2026

https://github.com/pickaxeproject/llama2

Our Process for Llama2 Finetuning

huggingface llama2 training

Last synced: 24 Aug 2026

https://github.com/TirendazAcademy/Llama3-Tutorials

Hands-on projects with Llama 3, Ollama, Streamlit

generative-ai langchain llama3 llama3-finetune llm ollama python streamlit

Last synced: 24 Aug 2026

https://github.com/kazcfz/LlamaIndex-RAG-Chat

Perform RAG (Retrieval-Augmented Generation) from your PDFs using this Colab notebook! Powered by Llama 2

ai chatbot colab colab-notebook huggingface llama-index llama2 llamacpp llm openllm rag retrieval-augmented-generation transformers

Last synced: 24 Aug 2026

https://github.com/krish1925/Persona-Chatbot-G28

Fine-tuning GPT-3.5 and Llama3 LLMs for enhanced persona consistency in chatbots using Google's Synthetic Persona Chat dataset

bertscore finetuning gpt-3-5-turbo llama3 perplexity persona-chatbot rouge-metric unsloth

Last synced: 24 Aug 2026

https://github.com/anakin87/llama2-haystack

Using Llama2 with Haystack, the NLP/LLM framework.

haystack large-language-models llama llm nlp

Last synced: 23 Aug 2026

https://github.com/svjack/CodeActAgent-Gradio

UnOfficial Gradio Repo for ICML 2024 paper "Executable Code Actions Elicit Better LLM Agents" by Xingyao Wang, Yangyi Chen, Lifan Yuan, Yizhe Zhang, Yunzhu Li, Hao Peng, Heng Ji.

agent agent-based-modeling chatbot code-act code-action code-generation code-llms coding gradio gradio-interface llama llama-cpp llama-cpp-python llm llm-agent mistral mistral-7b mixtral prompt python

Last synced: 23 Aug 2026

https://github.com/AashiDutt/RAG

This repo contains self made projects and learnables from various resources on using local LLMs and RAG

llama3 llm rag

Last synced: 24 Aug 2026

https://github.com/jasonacox/ProtosAI

A Study in Artificial Intelligence - Simple scripts that explore capabilities provided by neural networks (NN), generative pre-trained transformers (GPT) and large language models (LLM).

artifical-intelligense gpt large-language-models llama llamacpp llm neural-network sentiment-analysis speech-recognition summarizer transformer

Last synced: 23 Aug 2026

https://github.com/Abhi0323/Fine-Tuning-LLaMA-2-with-QLORA-and-PEFT

This project enhances the LLaMA-2 model using Quantized Low-Rank Adaptation (QLoRA) and other parameter-efficient fine-tuning techniques to optimize its performance for specific NLP tasks. The improved model is demonstrated through a Streamlit application, showcasing its capabilities in real-time interactive settings.

finetuning-large-language-models generative-ai llama2 peft qlora streamlit

Last synced: 23 Aug 2026

https://github.com/ehsanghaffar/llm-practice

A self-hosted personal chatbot API with FastAPI. It allows you to interact with the Llama2 LLM (and other open-source LLMs) to have natural language conversations, generate text, and perform various language-related tasks.

langchain llama2 llamacpp llm-serving

Last synced: 23 Aug 2026