Tools for merging pretrained large language models.
☆7,173Jun 17, 2026Updated this week
Alternatives and similar repositories for mergekit
Users that are interested in mergekit are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Go ahead and axolotl questions☆12,061Jun 17, 2026Updated last week
- Robust recipes to align language models with human and AI preferences☆5,614May 26, 2026Updated 3 weeks ago
- Codebase for Merging Language Models (ICML 2024)☆867May 5, 2024Updated 2 years ago
- A framework for few-shot evaluation of language models.☆13,024Jun 2, 2026Updated 3 weeks ago
- Official repository of Evolutionary Optimization of Model Merging Recipes☆1,426Nov 29, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Distilabel is a framework for synthetic data and AI feedback for engineers who need fast, reliable and scalable pipelines based on verifi…☆3,284Jun 15, 2026Updated last week
- Train transformer language models with reinforcement learning.☆18,663Updated this week
- Large Language Model Text Generation Inference☆10,863Mar 21, 2026Updated 3 months ago
- Minimalistic large language model 3D-parallelism training☆2,720May 26, 2026Updated 3 weeks ago
- A high-throughput and memory-efficient inference and serving engine for LLMs☆83,135Jun 17, 2026Updated last week
- Freeing data processing from scripting madness by providing a set of platform-agnostic customizable pipeline processing blocks.☆3,119May 26, 2026Updated 3 weeks ago
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆21,299Updated this week
- A fast inference library for running LLMs locally on modern consumer-class GPUs☆4,556Mar 4, 2026Updated 3 months ago
- Unsloth Studio is a web UI for training and running open models like Gemma 4, Qwen3.6, DeepSeek, gpt-oss locally.☆67,133Updated this week
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Fast and memory-efficient exact attention☆24,221Updated this week
- Accessible large language models via k-bit quantization for PyTorch.☆8,277Updated this week
- SGLang is a high-performance serving framework for large language models and multimodal models.☆29,460Updated this week
- An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.☆5,068Apr 11, 2025Updated last year
- DSPy: The framework for programming—not prompting—language models☆35,310Updated this week
- QLoRA: Efficient Finetuning of Quantized LLMs☆10,933Jun 10, 2024Updated 2 years ago
- The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.☆8,987May 3, 2024Updated 2 years ago
- 20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.☆13,430Updated this week
- PyTorch native post-training library☆5,774Updated this week
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- LLMs build upon Evol Insturct: WizardLM, WizardCoder, WizardMath☆9,484Jun 7, 2025Updated last year
- Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)☆72,289Jun 17, 2026Updated last week
- Structured Outputs☆13,984Updated this week
- [ICLR 2024] Efficient Streaming Language Models with Attention Sinks☆7,232Jul 11, 2024Updated last year
- AllenAI's post-training codebase☆3,759Updated this week
- YaRN: Efficient Context Window Extension of Large Language Models☆1,728Apr 17, 2024Updated 2 years ago
- Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads☆2,749Jun 25, 2024Updated last year
- Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs☆3,798May 28, 2026Updated 3 weeks ago
- Official inference library for Mistral models☆10,819Jun 16, 2026Updated last week
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.☆39,486May 1, 2026Updated last month
- Efficient Triton Kernels for LLM Training☆6,444Updated this week
- An Open Source Toolkit For LLM Distillation☆970May 12, 2026Updated last month
- Lighteval is your all-in-one toolkit for evaluating LLMs across multiple backends☆2,456Jun 9, 2026Updated 2 weeks ago
- [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…☆6,320Apr 8, 2026Updated 2 months ago
- Retrieval and Retrieval-augmented LLMs☆11,852Apr 22, 2026Updated 2 months ago
- AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:☆2,342May 11, 2025Updated last year