An Open Source Toolkit For LLM Distillation
☆931Mar 14, 2026Updated last month
Alternatives and similar repositories for DistillKit
Users that are interested in DistillKit are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A pipeline for LLM knowledge distillation☆113Apr 16, 2026Updated 2 weeks ago
- Easy to use, High Performant Knowledge Distillation for LLMs☆98May 5, 2025Updated 11 months ago
- Automated Identification of Redundant Layer Blocks for Pruning in Large Language Models☆268Apr 23, 2024Updated 2 years ago
- Tools for merging pretrained large language models.☆7,023Mar 15, 2026Updated last month
- EvolKit is an innovative framework designed to automatically enhance the complexity of instructions used for fine-tuning Large Language M…☆259Oct 30, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆145Aug 20, 2025Updated 8 months ago
- Official PyTorch implementation of DistiLLM: Towards Streamlined Distillation for Large Language Models (ICML 2024)☆258Mar 13, 2025Updated last year
- Distilabel is a framework for synthetic data and AI feedback for engineers who need fast, reliable and scalable pipelines based on verifi…☆3,199Updated this week
- ☆56Nov 6, 2024Updated last year
- Best practices for distilling large language models.☆622Feb 1, 2024Updated 2 years ago
- This repository collects papers for "A Survey on Knowledge Distillation of Large Language Models". We break down KD into Knowledge Elicit…☆1,279Mar 9, 2025Updated last year
- Go ahead and axolotl questions☆11,779Updated this week
- [ICLR 2025] Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing. Your efficient and high-quality synthetic data …☆848Mar 17, 2025Updated last year
- This is our own implementation of 'Layer Selective Rank Reduction'☆240May 26, 2024Updated last year
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- A family of compressed models obtained via pruning and knowledge distillation☆376Nov 6, 2025Updated 5 months ago
- Minimalistic large language model 3D-parallelism training☆2,674Apr 7, 2026Updated 3 weeks ago
- AllenAI's post-training codebase☆3,702Updated this week
- Freeing data processing from scripting madness by providing a set of platform-agnostic customizable pipeline processing blocks.☆3,015Apr 20, 2026Updated last week
- [ICLR 2025] MiniPLM: Knowledge Distillation for Pre-Training Language Models☆75Nov 23, 2024Updated last year
- Efficient Triton Kernels for LLM Training☆6,315Updated this week
- Examples for using the SiLLM framework for training and running Large Language Models (LLMs) on Apple Silicon☆16May 8, 2025Updated 11 months ago
- Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs☆3,764May 21, 2025Updated 11 months ago
- Curated list of datasets and tools for post-training.☆4,500Updated this week
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Official implementation of Half-Quadratic Quantization (HQQ)☆931Feb 26, 2026Updated 2 months ago
- The official implementation of Self-Play Fine-Tuning (SPIN)☆1,239May 8, 2024Updated last year
- OpenDiLoCo: An Open-Source Framework for Globally Distributed Low-Communication Training☆570Jan 13, 2025Updated last year
- Robust recipes to align language models with human and AI preferences☆5,587Apr 8, 2026Updated 3 weeks ago
- A framework for few-shot evaluation of language models.☆12,331Apr 22, 2026Updated last week
- Lighteval is your all-in-one toolkit for evaluating LLMs across multiple backends☆2,388Apr 17, 2026Updated 2 weeks ago
- A comprehensive repository of reasoning tasks for LLMs (and beyond)☆483Sep 27, 2024Updated last year
- Automatically evaluate your LLMs in Google Colab☆688May 7, 2024Updated last year
- SGLang is a high-performance serving framework for large language models and multimodal models.☆26,832Updated this week
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Synthetic data curation for post-training and structured data extraction☆1,671Apr 18, 2026Updated last week
- Official homepage for "Self-Harmonized Chain of Thought" (NAACL 2025)☆92Jan 23, 2025Updated last year
- Transformers-compatible library for applying various compression algorithms to LLMs for optimized deployment with vLLM☆3,169Updated this week
- ☆138Aug 19, 2024Updated last year
- Optimizing inference proxy for LLMs☆3,440Mar 19, 2026Updated last month
- [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning☆643Mar 4, 2024Updated 2 years ago
- [NeurIPS 2023] LLM-Pruner: On the Structural Pruning of Large Language Models. Support Llama-3/3.1, Llama-2, LLaMA, BLOOM, Vicuna, Baich…☆1,123Oct 7, 2024Updated last year