☆597Sep 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…☆1,318Mar 9, 2025Updated last year
- Official PyTorch implementation of DistiLLM: Towards Streamlined Distillation for Large Language Models (ICML 2024)☆269Mar 13, 2025Updated last year
- Best practices for distilling large language models.☆647Feb 1, 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.
- Less is More: Task-aware Layer-wise Distillation for Language Model Compression (ICML2023)☆41Aug 28, 2023Updated 3 years ago
- Large Language Models Are Reasoning Teachers (ACL 2023)☆345Mar 7, 2025Updated last year
- An Open Source Toolkit For LLM Distillation☆1,090May 12, 2026Updated 5 months ago
- General technology for enabling AI capabilities w/ LLMs and MLLMs☆4,484Sep 15, 2026Updated last month
- [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning☆643Mar 4, 2024Updated 2 years ago
- ☆28Mar 5, 2024Updated 2 years ago
- Offical code repository for PromptMix: A Class Boundary Augmentation Method for Large Language Model Distillation, EMNLP 2023☆12Dec 13, 2023Updated 2 years ago
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration☆3,664Jul 17, 2025Updated last year
- Robust recipes to align language models with human and AI preferences☆5,711Sep 23, 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.
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆21,877Updated this week
- A pipeline for LLM knowledge distillation☆120May 7, 2026Updated 6 months ago
- ☆295Dec 20, 2023Updated 2 years ago
- AllenAI's post-training codebase☆3,924Updated this week
- ☆553Jan 2, 2025Updated last year
- Tools for merging pretrained large language models.☆7,438Oct 31, 2026Updated last week
- Reflect-RL: Two-Player Online RL Fine-Tuning for LMs☆18Jul 19, 2025Updated last year
- Training code for Baby-Llama, our submission to the strict-small track of the BabyLM challenge.☆84Oct 18, 2023Updated 3 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…☆1,145Oct 7, 2024Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.☆5,068Apr 11, 2025Updated last year
- Train transformer language models with reinforcement learning.☆19,684Updated this week
- The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.☆9,006May 3, 2024Updated 2 years ago
- ☆11Feb 3, 2025Updated last year
- [ACL 2025 Findings] Official implementation of the paper "Unveiling the Key Factors for Distilling Chain-of-Thought Reasoning".☆23Feb 26, 2025Updated last year
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".☆84Jan 14, 2025Updated last year
- A simple and effective LLM pruning approach.☆880Aug 9, 2024Updated 2 years ago
- Dataset and code for COLING2022 paper Event Causality Extraction with Event Argument Correlations☆51Jan 19, 2023Updated 3 years ago
- ☆16Jul 23, 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.
- [ICLR 2024] Efficient Streaming Language Models with Attention Sinks☆7,276Jul 11, 2024Updated 2 years ago
- Accessible large language models via k-bit quantization for PyTorch.☆8,537Updated this week
- QLoRA: Efficient Finetuning of Quantized LLMs☆11,066Jun 10, 2024Updated 2 years ago
- LOMO: LOw-Memory Optimization☆992Jul 2, 2024Updated 2 years ago
- ☆24Aug 25, 2026Updated 2 months ago
- Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads☆2,774Jun 25, 2024Updated 2 years ago
- [ICLR'24 spotlight] An open platform for training, serving, and evaluating large language model for tool learning.☆5,769May 21, 2025Updated last year