georgian-io / LLM-Finetuning-Toolkit
Toolkit for fine-tuning, ablating and unit-testing open-source LLMs.
☆781Updated 3 weeks ago
Related projects ⓘ
Alternatives and complementary repositories for LLM-Finetuning-Toolkit
- An LLM-powered advanced RAG pipeline built from scratch☆798Updated 9 months ago
- Distilabel is a framework for synthetic data and AI feedback for engineers who need fast, reliable and scalable pipelines based on verifi…☆1,634Updated this week
- Fine-Tuning Embedding for RAG with Synthetic Data☆469Updated last year
- Open-source tool to visualise your RAG 🔮☆1,085Updated 8 months ago
- Efficient Retrieval Augmentation and Generation Framework☆1,341Updated last week
- Automated Evaluation of RAG Systems☆484Updated 2 weeks ago
- Guide for fine-tuning Llama/Mistral/CodeLlama models and more☆534Updated 2 months ago
- A curated list of awesome LLM agents.☆510Updated 2 weeks ago
- A lightweight library for generating synthetic instruction tuning datasets for your data without GPT.☆700Updated 2 months ago
- A comprehensive guide to building RAG-based LLM applications for production.☆1,714Updated 3 months ago
- HyDE: Precise Zero-Shot Dense Retrieval without Relevance Labels☆450Updated last year
- Automatically evaluate your LLMs in Google Colab☆559Updated 6 months ago
- Best practices for distilling large language models.☆397Updated 9 months ago
- Domain Adapted Language Modeling Toolkit - E2E RAG☆311Updated last week
- ☆1,271Updated 2 weeks ago
- Evaluate your LLM's response with Prometheus and GPT4 💯☆797Updated 2 months ago
- Metrics to evaluate the quality of responses of your Retrieval Augmented Generation (RAG) applications.☆260Updated this week
- Fine-tune mistral-7B on 3090s, a100s, h100s☆702Updated last year
- A tool for evaluating LLMs☆392Updated 6 months ago
- Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs☆2,205Updated this week
- A lightweight, low-dependency, unified API to use all common reranking and cross-encoder models.☆1,095Updated last week
- Easily embed, cluster and semantically label text datasets☆462Updated 7 months ago
- ReFT: Representation Finetuning for Language Models☆1,159Updated 2 weeks ago
- This repository shares end-to-end notebooks on how to use various Weaviate features and integrations!☆570Updated this week
- DataDreamer: Prompt. Generate Synthetic Data. Train & Align Models. 🤖💤☆845Updated 3 months ago
- Framework for enhancing LLMs for RAG tasks using fine-tuning.☆504Updated this week
- Code and data for "Lumos: Learning Agents with Unified Data, Modular Design, and Open-Source LLMs"☆448Updated 8 months ago
- ☆800Updated 3 weeks ago
- ☆685Updated last month