Best practices for distilling large language models.
☆638Feb 1, 2024Updated 2 years ago
Alternatives and similar repositories for llm_distillation_playbook
Users that are interested in llm_distillation_playbook are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repository collects papers for "A Survey on Knowledge Distillation of Large Language Models". We break down KD into Knowledge Elicit…☆1,296Mar 9, 2025Updated last year
- An Open Source Toolkit For LLM Distillation☆998May 12, 2026Updated 2 months ago
- A pipeline for LLM knowledge distillation☆116May 7, 2026Updated 3 months ago
- Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs☆3,823May 28, 2026Updated 2 months ago
- Easy to use, High Performant Knowledge Distillation for LLMs☆98May 5, 2025Updated last year
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Official PyTorch implementation of DistiLLM: Towards Streamlined Distillation for Large Language Models (ICML 2024)☆267Mar 13, 2025Updated last year
- ☆597Sep 7, 2023Updated 2 years ago
- Robust recipes to align language models with human and AI preferences☆5,657May 26, 2026Updated 2 months ago
- Distilabel is a framework for synthetic data and AI feedback for engineers who need fast, reliable and scalable pipelines based on verifi…☆3,363Aug 3, 2026Updated last week
- Tools for merging pretrained large language models.☆7,287Jun 17, 2026Updated last month
- Go ahead and axolotl questions☆12,332Updated this week
- Codes, scripts, and notebooks on various aspects of transformer models.☆26Feb 27, 2023Updated 3 years ago
- General technology for enabling AI capabilities w/ LLMs and MLLMs☆4,457Jul 25, 2026Updated 2 weeks ago
- ☆47Feb 1, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Building GPT ...☆18Dec 1, 2024Updated last year
- 20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.☆13,610Jul 20, 2026Updated 3 weeks ago
- LLM Finetuning with peft☆2,973Aug 1, 2025Updated last year
- ☆16Jun 5, 2023Updated 3 years ago
- S-LoRA: Serving Thousands of Concurrent LoRA Adapters☆1,920Jan 21, 2024Updated 2 years ago
- Serving multiple LoRA finetuned LLM as one☆1,170May 8, 2024Updated 2 years ago
- This repository contains demos I made with the Transformers library by HuggingFace.☆11,740Apr 20, 2026Updated 3 months ago
- Curated list of datasets and tools for post-training.☆4,725Apr 29, 2026Updated 3 months ago
- PyTorch native post-training library☆5,796Updated 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.
- Data and tools for generating and inspecting OLMo pre-training data.☆1,532Nov 5, 2025Updated 9 months ago
- A guidance language for controlling large language models.☆21,709May 21, 2026Updated 2 months ago
- DSPy: The framework for programming—not prompting—language models☆37,023Updated this week
- ☆3,095Jun 16, 2026Updated last month
- Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads☆2,764Jun 25, 2024Updated 2 years ago
- Extend existing LLMs way beyond the original training length with constant memory usage, without retraining☆735Apr 10, 2024Updated 2 years ago
- Structured Outputs☆15,560Updated this week
- Minimalistic large language model 3D-parallelism training☆2,780May 26, 2026Updated 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…☆18,556May 19, 2026Updated 2 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Efficient Triton Kernels for LLM Training☆6,562Updated this week
- ☆2,306Updated this week
- My Solution to Assignments of CS234(Stanford / Fall 2019)☆15Sep 3, 2020Updated 5 years ago
- Jupyter Notebook adaptation of the code from Huber (2023) - Causal Analysis☆11Jul 4, 2024Updated 2 years ago
- AllenAI's post-training codebase☆3,826Updated this week
- A family of open-sourced Mixture-of-Experts (MoE) Large Language Models☆1,694Mar 8, 2024Updated 2 years ago
- A framework for few-shot evaluation of language models.☆13,586Updated this week