xichen-fy / Fira
Fira: Can We Achieve Full-rank Training of LLMs Under Low-rank Constraint?
☆95Updated 6 months ago
Alternatives and similar repositories for Fira:
Users that are interested in Fira are comparing it to the libraries listed below
- ☆75Updated last week
- [ICLR 2024 Spotlight] Code for the paper "Merge, Then Compress: Demystify Efficient SMoE with Hints from Its Routing Policy"☆79Updated 10 months ago
- ☆74Updated last month
- The official implementation of paper: SimLayerKV: A Simple Framework for Layer-Level KV Cache Reduction.☆45Updated 6 months ago
- [ICLR2025] Codebase for "ReMoE: Fully Differentiable Mixture-of-Experts with ReLU Routing", built on Megatron-LM.☆67Updated 4 months ago
- [ICML 2024 Oral] This project is the official implementation of our Accurate LoRA-Finetuning Quantization of LLMs via Information Retenti…☆64Updated last year
- CoT-Valve: Length-Compressible Chain-of-Thought Tuning☆65Updated 2 months ago
- The Official Implementation of Ada-KV: Optimizing KV Cache Eviction by Adaptive Budget Allocation for Efficient LLM Inference☆72Updated 2 months ago
- [ICLR 2025] SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration☆45Updated 2 months ago
- [ICLR 2025] Dynamic Mixture of Experts: An Auto-Tuning Approach for Efficient Transformer Models☆86Updated 2 months ago
- Activation-aware Singular Value Decomposition for Compressing Large Language Models☆62Updated 5 months ago
- TokenSkip: Controllable Chain-of-Thought Compression in LLMs☆128Updated last month
- The official implementation of the paper <MoA: Mixture of Sparse Attention for Automatic Large Language Model Compression>☆123Updated 4 months ago
- ☆48Updated 4 months ago
- ☆39Updated 4 months ago
- [NeurIPS 2024] Fast Best-of-N Decoding via Speculative Rejection☆42Updated 5 months ago
- LongSpec: Long-Context Speculative Decoding with Efficient Drafting and Verification☆45Updated last month
- Pytorch implementation of our paper accepted by ICML 2024 -- CaM: Cache Merging for Memory-efficient LLMs Inference☆37Updated 10 months ago
- Efficient Mixture of Experts for LLM Paper List☆60Updated 4 months ago
- ☆76Updated 3 months ago
- Code for paper: [ICLR2025 Oral] FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference☆85Updated this week
- SIFT: Grounding LLM Reasoning in Contexts via Stickers☆56Updated last month
- 🔥 A minimal training framework for scaling FLA models☆101Updated last week
- Pruner-Zero: Evolving Symbolic Pruning Metric from scratch for LLMs☆81Updated 4 months ago
- ☆39Updated last month
- This is the official repo of "QuickLLaMA: Query-aware Inference Acceleration for Large Language Models"☆48Updated 9 months ago
- Efficient triton implementation of Native Sparse Attention.☆136Updated last week
- This repo contains the source code for: Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs☆36Updated 8 months ago
- ☆129Updated 9 months ago
- LongRecipe: Recipe for Efficient Long Context Generalization in Large Language Models☆74Updated 6 months ago