[ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning
☆643Mar 4, 2024Updated 2 years ago
Alternatives and similar repositories for LLM-Shearing
Users that are interested in LLM-Shearing are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [NeurIPS 2023] LLM-Pruner: On the Structural Pruning of Large Language Models. Support Llama-3/3.1, Llama-2, LLaMA, BLOOM, Vicuna, Baich…☆1,120Oct 7, 2024Updated last year
- A simple and effective LLM pruning approach.☆862Aug 9, 2024Updated last year
- For releasing code related to compression methods for transformers, accompanying our publications☆461Jan 16, 2025Updated last year
- Code for the ICML 2023 paper "SparseGPT: Massive Language Models Can Be Accurately Pruned in One-Shot".☆878Aug 20, 2024Updated last year
- [AAAI 2024] Fluctuation-based Adaptive Structured Pruning for Large Language Models☆74Jan 6, 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.
- Tools for merging pretrained large language models.☆6,991Mar 15, 2026Updated last month
- [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding☆1,329Mar 6, 2025Updated last year
- [NeurIPS 2023] MeZO: Fine-Tuning Language Models with Just Forward Passes. https://arxiv.org/abs/2305.17333☆1,163Jan 11, 2024Updated 2 years ago
- ⛷️ LLaMA-MoE: Building Mixture-of-Experts from LLaMA with Continual Pre-training (EMNLP 2024)☆1,000Dec 6, 2024Updated last year
- [ACL 2022] Structured Pruning Learns Compact and Accurate Models https://arxiv.org/abs/2204.00408☆198May 9, 2023Updated 2 years ago
- [ICML 2024] Selecting High-Quality Data for Training Language Models☆201Dec 8, 2025Updated 4 months ago
- Codebase for Merging Language Models (ICML 2024)☆863May 5, 2024Updated last year
- ☆109Jul 15, 2025Updated 9 months ago
- Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads☆2,723Jun 25, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Awesome list for LLM pruning.☆289Oct 11, 2025Updated 6 months ago
- [ICML'24] The official implementation of “Rethinking Optimization and Architecture for Tiny Language Models”☆127Jan 14, 2025Updated last year
- The Truth Is In There: Improving Reasoning in Language Models with Layer-Selective Rank Reduction☆389Jul 9, 2024Updated last year
- A framework for few-shot evaluation of language models.☆12,253Apr 8, 2026Updated last week
- Best practice for training LLaMA models in Megatron-LM☆663Jan 2, 2024Updated 2 years ago
- Code for "Everybody Prune Now: Structured Pruning of LLMs with only Forward Passes"☆31Mar 28, 2024Updated 2 years ago
- [NeurIPS 24 Spotlight] MaskLLM: Learnable Semi-structured Sparsity for Large Language Models☆186Jan 1, 2025Updated last year
- Layer-Condensed KV cache w/ 10 times larger batch size, fewer params and less computation. Dramatic speed up with better task performance…☆157Apr 7, 2025Updated last year
- A family of open-sourced Mixture-of-Experts (MoE) Large Language Models☆1,675Mar 8, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A family of compressed models obtained via pruning and knowledge distillation☆376Nov 6, 2025Updated 5 months ago
- The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.☆8,939May 3, 2024Updated last year
- A curated list for Efficient Large Language Models☆1,988Jun 17, 2025Updated 10 months ago
- Pytorch implementation of DoReMi, a method for optimizing the data mixture weights in language modeling datasets☆351Dec 26, 2023Updated 2 years ago
- Repo for Rho-1: Token-level Data Selection & Selective Pretraining of LLMs.☆465Apr 18, 2024Updated 2 years ago
- [ICLR2024 spotlight] OmniQuant is a simple and powerful quantization technique for LLMs.☆892Nov 26, 2025Updated 4 months ago
- YaRN: Efficient Context Window Extension of Large Language Models☆1,695Apr 17, 2024Updated 2 years ago
- DSIR large-scale data selection framework for language model training☆272Apr 7, 2024Updated 2 years ago
- [EMNLP 2023] Adapting Language Models to Compress Long Contexts☆335Sep 9, 2024Updated last year
- 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.
- Unofficial implementations of block/layer-wise pruning methods for LLMs.☆78Apr 29, 2024Updated last year
- ☆355Apr 2, 2024Updated 2 years ago
- ModuleFormer is a MoE-based architecture that includes two different types of experts: stick-breaking attention heads and feedforward exp…☆226Sep 18, 2025Updated 7 months ago
- Automated Identification of Redundant Layer Blocks for Pruning in Large Language Models☆267Apr 23, 2024Updated last year
- REST: Retrieval-Based Speculative Decoding, NAACL 2024☆217Mar 5, 2026Updated last month
- The official implementation of Self-Play Fine-Tuning (SPIN)☆1,237May 8, 2024Updated last year
- ☆63Dec 15, 2024Updated last year