Tools for merging pretrained large language models.
☆6,973Mar 15, 2026Updated last month
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☆11,688Updated this week
- A framework for few-shot evaluation of language models.☆12,138Apr 8, 2026Updated last week
- Robust recipes to align language models with human and AI preferences☆5,558Apr 8, 2026Updated last week
- Codebase for Merging Language Models (ICML 2024)☆863May 5, 2024Updated last year
- Official repository of Evolutionary Optimization of Model Merging Recipes☆1,414Nov 29, 2024Updated last year
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Distilabel is a framework for synthetic data and AI feedback for engineers who need fast, reliable and scalable pipelines based on verifi…☆3,178Updated this week
- Train transformer language models with reinforcement learning.☆18,054Updated this week
- Large Language Model Text Generation Inference☆10,841Mar 21, 2026Updated 3 weeks ago
- Minimalistic large language model 3D-parallelism training☆2,654Apr 7, 2026Updated last week
- A high-throughput and memory-efficient inference and serving engine for LLMs☆76,536Updated this week
- Freeing data processing from scripting madness by providing a set of platform-agnostic customizable pipeline processing blocks.☆2,983Apr 10, 2026Updated last week
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆20,929Apr 10, 2026Updated last week
- Unsloth Studio is a web UI for training and running open models like Gemma 4, Qwen3.5, DeepSeek, gpt-oss locally.☆61,312Updated this week
- A fast inference library for running LLMs locally on modern consumer-class GPUs☆4,497Mar 4, 2026Updated last month
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Fast and memory-efficient exact attention☆23,344Updated this week
- Accessible large language models via k-bit quantization for PyTorch.☆8,121Updated this week
- SGLang is a high-performance serving framework for large language models and multimodal models.☆26,025Updated this week
- An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.☆5,047Apr 11, 2025Updated last year
- DSPy: The framework for programming—not prompting—language models☆33,649Updated this week
- The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.☆8,939May 3, 2024Updated last year
- QLoRA: Efficient Finetuning of Quantized LLMs☆10,870Jun 10, 2024Updated last year
- 20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.☆13,297Apr 10, 2026Updated last week
- PyTorch native post-training library☆5,728Apr 10, 2026Updated last week
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- LLMs build upon Evol Insturct: WizardLM, WizardCoder, WizardMath☆9,474Jun 7, 2025Updated 10 months ago
- Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)☆70,203Apr 12, 2026Updated last week
- Structured Outputs☆13,657Mar 26, 2026Updated 3 weeks ago
- [ICLR 2024] Efficient Streaming Language Models with Attention Sinks☆7,211Jul 11, 2024Updated last year
- AllenAI's post-training codebase☆3,683Updated this week
- YaRN: Efficient Context Window Extension of Large Language Models☆1,695Apr 17, 2024Updated 2 years ago
- Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads☆2,722Jun 25, 2024Updated last year
- Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs☆3,753May 21, 2025Updated 10 months ago
- Official inference library for Mistral models☆10,763Feb 26, 2026Updated last month
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.☆39,448Jun 2, 2025Updated 10 months ago
- Efficient Triton Kernels for LLM Training☆6,279Updated this week
- An Open Source Toolkit For LLM Distillation☆925Mar 14, 2026Updated last month
- Lighteval is your all-in-one toolkit for evaluating LLMs across multiple backends☆2,374Apr 7, 2026Updated last 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…☆6,030Apr 8, 2026Updated last week
- Retrieval and Retrieval-augmented LLMs☆11,537Apr 1, 2026Updated 2 weeks ago
- AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:☆2,323May 11, 2025Updated 11 months ago