Tools for merging pretrained large language models.
☆6,826Feb 28, 2026Updated last week
Alternatives and similar repositories for mergekit
Users that are interested in mergekit are comparing it to the libraries listed below
Sorting:
- Go ahead and axolotl questions☆11,395Updated this week
- Robust recipes to align language models with human and AI preferences☆5,510Sep 8, 2025Updated 6 months ago
- A framework for few-shot evaluation of language models.☆11,540Updated this week
- Train transformer language models with reinforcement learning.☆17,523Updated this week
- Distilabel is a framework for synthetic data and AI feedback for engineers who need fast, reliable and scalable pipelines based on verifi…☆3,114Updated this week
- Codebase for Merging Language Models (ICML 2024)☆863May 5, 2024Updated last year
- Official repository of Evolutionary Optimization of Model Merging Recipes☆1,403Nov 29, 2024Updated last year
- Large Language Model Text Generation Inference☆10,795Jan 8, 2026Updated 2 months ago
- A high-throughput and memory-efficient inference and serving engine for LLMs☆71,883Updated this week
- Freeing data processing from scripting madness by providing a set of platform-agnostic customizable pipeline processing blocks.☆2,915Updated this week
- Minimalistic large language model 3D-parallelism training☆2,588Feb 19, 2026Updated 2 weeks ago
- A fast inference library for running LLMs locally on modern consumer-class GPUs☆4,451Updated this week
- SGLang is a high-performance serving framework for large language models and multimodal models.☆24,216Updated this week
- Fast and memory-efficient exact attention☆22,460Updated this week
- Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train OpenAI gpt-oss, DeepSeek, Qwen, Llama, Gemma, TTS 2x faster with 70% less VRAM.☆53,029Updated this week
- Accessible large language models via k-bit quantization for PyTorch.☆8,019Updated this week
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆20,717Updated this week
- 20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.☆13,206Mar 1, 2026Updated last week
- DSPy: The framework for programming—not prompting—language models☆32,519Updated this week
- PyTorch native post-training library☆5,697Updated this week
- QLoRA: Efficient Finetuning of Quantized LLMs☆10,841Jun 10, 2024Updated last year
- The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.☆8,902May 3, 2024Updated last year
- LLMs build upon Evol Insturct: WizardLM, WizardCoder, WizardMath☆9,478Jun 7, 2025Updated 9 months ago
- An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.☆5,028Apr 11, 2025Updated 10 months ago
- Structured Outputs☆13,488Updated this week
- [ICLR 2024] Efficient Streaming Language Models with Attention Sinks☆7,196Jul 11, 2024Updated last year
- Official inference library for Mistral models☆10,690Feb 26, 2026Updated last week
- Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)☆67,966Updated this week
- Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads☆2,710Jun 25, 2024Updated last year
- Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs☆3,732May 21, 2025Updated 9 months ago
- AllenAI's post-training codebase☆3,605Updated this week
- [EMNLP'23, ACL'24] To speed up LLMs' inference and enhance LLM's perceive of key information, compress the prompt and KV-Cache, which ach…☆5,892Oct 28, 2025Updated 4 months ago
- Efficient Triton Kernels for LLM Training☆6,189Updated this week
- An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.☆39,426Jun 2, 2025Updated 9 months ago
- YaRN: Efficient Context Window Extension of Large Language Models☆1,676Apr 17, 2024Updated last year
- Retrieval and Retrieval-augmented LLMs☆11,352Dec 15, 2025Updated 2 months ago
- Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We als…☆18,234Updated this week
- Lighteval is your all-in-one toolkit for evaluating LLMs across multiple backends☆2,324Updated this week
- Modeling, training, eval, and inference code for OLMo☆6,353Nov 24, 2025Updated 3 months ago