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Train_Tune 🔢

Models and frameworks that aid in quick training, tuning or optimization of this.
33 repositories

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

Python 42,890 5,240 Updated Mar 3, 2025

MLX: An array framework for Apple silicon

C++ 19,390 1,103 Updated Mar 3, 2025

A hyperparameter optimization framework

Python 11,482 1,067 Updated Feb 25, 2025

📘 The experiment tracker for foundation model training

Python 603 64 Updated Feb 14, 2025

Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.

Python 5,218 347 Updated Mar 3, 2025

Adaptive Experimentation Platform

Python 2,445 322 Updated Mar 3, 2025

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

Python 17,597 1,766 Updated Feb 26, 2025

Finetune Llama 3.3, DeepSeek-R1 & Reasoning LLMs 2x faster with 70% less memory! 🦥

Python 33,243 2,253 Updated Mar 4, 2025

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

Python 37,181 4,275 Updated Mar 4, 2025

🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support

Python 8,423 1,044 Updated Mar 3, 2025

Easily embed, cluster and semantically label text datasets

Python 512 40 Updated Mar 28, 2024

[NAACL 2025] KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents

Python 209 17 Updated Jan 29, 2025

LM Studio JSON configuration file format and a collection of example config files.

195 36 Updated Aug 5, 2024

Train transformer language models with reinforcement learning.

Python 12,176 1,649 Updated Mar 3, 2025
Python 446 37 Updated Apr 1, 2024

🤖 The free, Open Source alternative to OpenAI, Claude and others. Self-hosted and local-first. Drop-in replacement for OpenAI, running on consumer-grade hardware. No GPU required. Runs gguf, transf…

Go 30,795 2,326 Updated Mar 3, 2025

A connector for SingleStore and Spark

Scala 160 55 Updated Nov 25, 2024

Get up and running with Llama 3.3, DeepSeek-R1, Phi-4, Gemma 2, and other large language models.

Go 130,829 10,725 Updated Mar 4, 2025

OpenUI let's you describe UI using your imagination, then see it rendered live.

TypeScript 20,032 1,877 Updated Oct 21, 2024

Stanford NLP Python library for Representation Finetuning (ReFT)

Python 1,432 124 Updated Feb 6, 2025

Stanford NLP Python library for understanding and improving PyTorch models via interventions

Python 708 79 Updated Feb 24, 2025

Inference-Time Intervention: Eliciting Truthful Answers from a Language Model

Python 503 39 Updated Jan 28, 2025

Devika is an Agentic AI Software Engineer that can understand high-level human instructions, break them down into steps, research relevant information, and write code to achieve the given objective…

Python 18,998 2,498 Updated Sep 19, 2024

Workflow Engine for Kubernetes

Go 15,401 3,256 Updated Mar 4, 2025

PyTorch native post-training library

Python 4,943 546 Updated Mar 3, 2025

20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.

Python 11,702 1,182 Updated Feb 25, 2025

Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.

Python 29,070 3,443 Updated Feb 28, 2025

Development repository for the Triton language and compiler

MLIR 14,689 1,829 Updated Mar 4, 2025

A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)

Python 4,589 480 Updated Jan 8, 2024