alperiox / Compact-Language-Models-via-Pruning-and-Knowledge-DistillationLinks
Unofficial implementation of https://arxiv.org/pdf/2407.14679
☆48Updated 11 months ago
Alternatives and similar repositories for Compact-Language-Models-via-Pruning-and-Knowledge-Distillation
Users that are interested in Compact-Language-Models-via-Pruning-and-Knowledge-Distillation are comparing it to the libraries listed below
Sorting:
- Repo hosting codes and materials related to speeding LLMs' inference using token merging.☆36Updated 2 weeks ago
- Prune transformer layers☆69Updated last year
- The official implementation of the paper "What Matters in Transformers? Not All Attention is Needed".☆174Updated 4 months ago
- The official repo for "LLoCo: Learning Long Contexts Offline"☆118Updated last year
- ☆127Updated last year
- ☆83Updated 6 months ago
- From GaLore to WeLore: How Low-Rank Weights Non-uniformly Emerge from Low-Rank Gradients. Ajay Jaiswal, Lu Yin, Zhenyu Zhang, Shiwei Liu,…☆47Updated 3 months ago
- ☆199Updated 8 months ago
- Efficient Infinite Context Transformers with Infini-attention Pytorch Implementation + QwenMoE Implementation + Training Script + 1M cont…☆83Updated last year
- Code for "LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding", ACL 2024☆324Updated 3 months ago
- ☆95Updated 10 months ago
- Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.☆198Updated last year
- ☆48Updated 11 months ago
- Block Transformer: Global-to-Local Language Modeling for Fast Inference (NeurIPS 2024)☆160Updated 3 months ago
- Parameter-Efficient Sparsity Crafting From Dense to Mixture-of-Experts for Instruction Tuning on General Tasks (EMNLP'24)☆146Updated 10 months ago
- Repo for "Z1: Efficient Test-time Scaling with Code"☆63Updated 3 months ago
- ☆19Updated 7 months ago
- Implementation of the paper: "Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention" from Google in pyTO…☆56Updated last week
- Organize the Web: Constructing Domains Enhances Pre-Training Data Curation☆58Updated 3 months ago
- The official implementation of the paper "Towards Efficient Mixture of Experts: A Holistic Study of Compression Techniques (TMLR)".☆72Updated 4 months ago
- Official Implementation of SLEB: Streamlining LLMs through Redundancy Verification and Elimination of Transformer Blocks☆38Updated 6 months ago
- ☆38Updated 9 months ago
- A family of compressed models obtained via pruning and knowledge distillation☆347Updated 8 months ago
- A pipeline for LLM knowledge distillation☆106Updated 4 months ago
- ☆68Updated last year
- A simplified implementation for experimenting with RLVR on GSM8K, This repository provides a starting point for exploring reasoning.☆119Updated 6 months ago
- Make reasoning models scalable☆44Updated 2 months ago
- ☆51Updated 9 months ago
- minimal GRPO implementation from scratch☆94Updated 4 months ago
- RL significantly the reasoning capability of Qwen2.5-1.5B-Instruct☆29Updated 5 months ago