Topic: qlora Goto Github
Some thing interesting about qlora
Some thing interesting about qlora
qlora,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.
User: abhi0323
qlora,This repository contains code to fine-tune a Llama-7B-Uncensored model using the Vicuna 70k dataset using Quantised Low Rank Adapations (LoRA).
User: abineshsivakumar
qlora,Tuning the Finetuning: An exploration of achieving success with QLoRA
User: avisoori1x
qlora,Genie in the Box: Distill Whisper STT => Mistral-7B => Phind/Phind-CodeLlama-34B-v2 => GPT 3.5 => Coqui's TTS/OpenAI TTS
User: deepily
Home Page: https://www.deepily.ai
qlora,This is AlpaGasus2-QLoRA based on LLaMA2 with AlpaGasus mechanism using QLoRA!
User: gauss5930
qlora,Toolkit for fine-tuning, ablating and unit-testing open-source LLMs.
Organization: georgian-io
qlora,A working example of a 4bit QLoRA Falcon model using huggingface
User: gmongaras
qlora,Finetuning Some Wizard Models With QLoRA
User: gmongaras
qlora,End to End Generative AI Industry Projects on LLM Models with Deployment
User: gurpreetkaurjethra
Home Page: https://github.com/GURPREETKAURJETHRA/Generative-AI-LLM-Projects
qlora,META LLAMA3 GENAI Real World UseCases End To End Implementation Guide
User: gurpreetkaurjethra
Home Page: https://github.com/GURPREETKAURJETHRA/END-TO-END-GENERATIVE-AI-PROJECTS
qlora,Fine-tuning ChatGLM-6B with PEFT | 基于 PEFT 的高效 ChatGLM 微调
User: hiyouga
qlora,Efficiently Fine-Tune 100+ LLMs in WebUI (ACL 2024)
User: hiyouga
Home Page: https://arxiv.org/abs/2403.13372
qlora,Finetuning of Falcon-7B LLM using QLoRA on Mental Health Conversational Dataset
User: iamarunbrahma
qlora,An LLM training library for instruction-tuning.
User: inquestgeronimo
qlora,🦖 𝗟𝗲𝗮𝗿𝗻 about 𝗟𝗟𝗠𝘀, 𝗟𝗟𝗠𝗢𝗽𝘀, and 𝘃𝗲𝗰𝘁𝗼𝗿 𝗗𝗕𝘀 for free by designing, training, and deploying a real-time financial advisor LLM system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 𝘷𝘪𝘥𝘦𝘰 & 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴
User: iusztinpaul
qlora,Small finetuned LLMs for a diverse set of useful tasks
User: kuutsav
qlora,Finetune any model on HF in less than 30 seconds
User: kyegomez
Home Page: https://finetuning-suite.readthedocs.io/en/latest/
qlora,AirLLM 70B inference with single 4GB GPU
User: lyogavin
qlora,Finetune baichuan pretrained model with QLora method
User: macielyoung
qlora,Implements pre-training, supervised fine-tuning (SFT), and reinforcement learning from human feedback (RLHF), to train and fine-tune the LLaMA2 model to follow human instructions, similar to InstructGPT or ChatGPT, but on a much smaller scale.
User: michaelnny
qlora,3-Pipeline LLMOps Financial advisor. Steaming pipeline deployed on AWS, 24/7 collects, embeds live-data into QdrantDB. Training pipeline finetunes model on serverless GPU and logs best model on WandB Registry.Inference pipeline downloads best model from registry for inference, utilizes Langchain to maintain history and context retrieval.
User: muhammadbinusman03
qlora,VerifAI project is NGI Search funded initiative to build open-source biomedical generative question-answering engine with referenced and verifiable answers (using posteriori model)
User: nikolamilosevic86
Home Page: https://verifai-project.com
qlora,Fine-Tuning Falcon-7B, LLAMA 2 with QLoRA to create an advanced AI model with a profound understanding of the Indian legal context.
User: nisaaragharia
Home Page: https://huggingface.co/nisaar
qlora,Finetune an LLM to generate SQL from text on Intel GPUs (XPUs) using QLoRA
User: rahulunair
qlora,qwen-1.5-1.8B sentiment analysis with prompt optimization and qlora fine-tuning
User: saltygod
qlora,baichuan and baichuan2 finetuning and alpaca finetuning
User: ssbuild
qlora,chatglm2 6b finetuning and alpaca finetuning
User: ssbuild
qlora,chatglm 6b finetuning and alpaca finetuning
User: ssbuild
qlora,chatglm_rlhf_finetuning
User: ssbuild
qlora,基于qlora对baichuan-7B大模型进行指令微调。
User: taishan1994
qlora,对llama3进行全参微调、lora微调以及qlora微调。
User: taishan1994
qlora,使用qlora对中文大语言模型进行微调,包含ChatGLM、Chinese-LLaMA-Alpaca、BELLE
User: taishan1994
qlora,Finetune Llama 3.1, Mistral, Phi & Gemma LLMs 2-5x faster with 80% less memory
Organization: unslothai
Home Page: https://unsloth.ai
qlora,A Gradio web UI for Large Language Models. Supports LoRA/QLoRA finetuning,RAG(Retrieval-augmented generation) and Chat
User: wangermeng2021
qlora,🐳 Aurora is a [Chinese Version] MoE model. Aurora is a further work based on Mixtral-8x7B, which activates the chat capability of the model's Chinese open domain.
User: wangrongsheng
Home Page: https://arxiv.org/abs/2312.14557
qlora,🐋MindChat(漫谈)——心理大模型:漫谈人生路, 笑对风霜途
Organization: x-d-lab
qlora,🌿孙思邈中文医疗大模型(Sunsimiao):提供安全、可靠、普惠的中文医疗大模型
Organization: x-d-lab
qlora,Firefly中文LLaMA-2大模型,支持增量预训练Baichuan2、Llama2、Llama、Falcon、Qwen、Baichuan、InternLM、Bloom等大模型
User: yangjianxin1
qlora,LongQLoRA: Extent Context Length of LLMs Efficiently
User: yangjianxin1
qlora,Natural Language Processing (NLP) and Large Language Models (LLM) with Fine-Tuning LLM QLoRA and Llama 2 in 2024
User: yanste
Home Page: https://www.kaggle.com/yannicksteph/nlp-llm-fine-tuning-2024-llama-2-qlora/
qlora,Use QLoRA to tune LLM in PyTorch-Lightning w/ Huggingface + MLflow
User: zjohn77
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