DB-GPT-Hub
llm-toys
DB-GPT-Hub | llm-toys | |
---|---|---|
1 | 2 | |
1,044 | 115 | |
9.1% | - | |
9.3 | 7.2 | |
24 days ago | 10 months ago | |
Python | Python | |
MIT License | Apache License 2.0 |
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DB-GPT-Hub
llm-toys
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How to fine tune llama2?
You can use the train script here https://github.com/kuutsav/llm-toys/blob/main/llm_toys/train.py. The readme contains a sample training command.
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[P] Finetuning qLoRAs for production use cases - Paraphrasing, Changing the tone of a sentence, Dialogue Summarization and Topic generation
All the details can be found here: https://github.com/kuutsav/llm-toys.
What are some alternatives?
Awesome-Text2SQL - Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more.
nanoChatGPT - nanogpt turned into a chat model
griptape - Modular Python framework for AI agents and workflows with chain-of-thought reasoning, tools, and memory.
unsloth - Finetune Llama 3, Mistral & Gemma LLMs 2-5x faster with 80% less memory
INSIGHT - INSIGHT is an autonomous AI that can do medical research!
llama-recipes - Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama3 for WhatsApp & Messenger.
zillion - Make sense of it all. Semantic data modeling and analytics with a sprinkle of AI. https://totalhack.github.io/zillion/
LLM-Finetuning-Hub - Toolkit for fine-tuning, ablating and unit-testing open-source LLMs. [Moved to: https://github.com/georgian-io/LLM-Finetuning-Toolkit]
autogpt4all - 🛠️ User-friendly bash script for setting up and configuring your LocalAI server with the GPT4All for free! 💸
Zicklein - Finetuning instruct-LLaMA on german datasets.
HeimdaLLM - Constrain LLM output
marvin - ✨ Build AI interfaces that spark joy