☆596Sep 7, 2023Updated 3 years ago
Alternatives and similar repositories for distilling-step-by-step
Users that are interested in distilling-step-by-step are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [EMNLP 2023] Lion: Adversarial Distillation of Proprietary Large Language Models☆208Feb 11, 2024Updated 2 years ago
- ☆45Aug 23, 2023Updated 3 years ago
- This repository collects papers for "A Survey on Knowledge Distillation of Large Language Models". We break down KD into Knowledge Elicit…☆1,317Mar 9, 2025Updated last year
- Large Language Models Are Reasoning Teachers (ACL 2023)☆344Mar 7, 2025Updated last year
- Official PyTorch implementation of DistiLLM: Towards Streamlined Distillation for Large Language Models (ICML 2024)☆269Mar 13, 2025Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Best practices for distilling large language models.☆643Feb 1, 2024Updated 2 years ago
- Less is More: Task-aware Layer-wise Distillation for Language Model Compression (ICML2023)☆41Aug 28, 2023Updated 3 years ago
- General technology for enabling AI capabilities w/ LLMs and MLLMs☆4,482Sep 15, 2026Updated last month
- An Open Source Toolkit For LLM Distillation☆1,082May 12, 2026Updated 5 months ago
- ☆28Mar 5, 2024Updated 2 years ago
- [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning☆643Mar 4, 2024Updated 2 years ago
- ☆295Dec 20, 2023Updated 2 years ago
- [ACL 2025 Findings] Official implementation of the paper "Unveiling the Key Factors for Distilling Chain-of-Thought Reasoning".☆23Feb 26, 2025Updated last year
- ☆11Feb 3, 2025Updated last year
- 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.
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆21,796Updated this week
- A pipeline for LLM knowledge distillation☆119May 7, 2026Updated 5 months ago
- Reflect-RL: Two-Player Online RL Fine-Tuning for LMs☆18Jul 19, 2025Updated last year
- A simple and effective LLM pruning approach.☆881Aug 9, 2024Updated 2 years ago
- AllenAI's post-training codebase☆3,901Updated this week
- Robust recipes to align language models with human and AI preferences☆5,696Sep 23, 2026Updated 3 weeks ago
- ☆553Jan 2, 2025Updated last year
- Repo for the EMNLP'24 Paper "Dual-Space Knowledge Distillation for Large Language Models". A general white-box KD framework for both same…☆65Mar 21, 2026Updated 6 months ago
- [NeurIPS 2023] LLM-Pruner: On the Structural Pruning of Large Language Models. Support Llama-3/3.1, Llama-2, LLaMA, BLOOM, Vicuna, Baich…☆1,141Oct 7, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration☆3,650Jul 17, 2025Updated last year
- Reproduction of "RLCD Reinforcement Learning from Contrast Distillation for Language Model Alignment☆75Aug 18, 2023Updated 3 years ago
- Training code for Baby-Llama, our submission to the strict-small track of the BabyLM challenge.☆84Oct 18, 2023Updated 3 years ago
- ☆16Jul 23, 2024Updated 2 years ago
- Accessible large language models via k-bit quantization for PyTorch.☆8,526Sep 7, 2026Updated last month
- ☆24Aug 25, 2026Updated last month
- Tools for merging pretrained large language models.☆7,401Sep 12, 2026Updated last month
- An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.☆5,065Apr 11, 2025Updated last year
- Code for the ICML 2023 paper "SparseGPT: Massive Language Models Can Be Accurately Pruned in One-Shot".☆900Aug 20, 2024Updated 2 years ago
- 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.
- The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.☆9,010May 3, 2024Updated 2 years ago
- Train transformer language models with reinforcement learning.☆19,535Updated this week
- This repository provides the code for applying Contrastive Learning Penalty Loss (CLPL) and Mixture of Experts (MoE) to the BGE-M3 text e…☆11Dec 27, 2024Updated last year
- [ICLR 2024] Efficient Streaming Language Models with Attention Sinks☆7,274Jul 11, 2024Updated 2 years ago
- LOMO: LOw-Memory Optimization☆993Jul 2, 2024Updated 2 years ago
- LongAttn ：Selecting Long-context Training Data via Token-level Attention☆15Jul 16, 2025Updated last year
- Reformatted Alignment☆111Sep 23, 2024Updated 2 years ago