hahnyuan / PB-LLMLinks
PB-LLM: Partially Binarized Large Language Models
☆157Updated 2 years ago
Alternatives and similar repositories for PB-LLM
Users that are interested in PB-LLM are comparing it to the libraries listed below
Sorting:
- ☆204Updated last year
- Code for the paper "QMoE: Practical Sub-1-Bit Compression of Trillion-Parameter Models".☆278Updated 2 years ago
- Advanced Ultra-Low Bitrate Compression Techniques for the LLaMA Family of LLMs☆110Updated last year
- Work in progress.☆75Updated last week
- QuIP quantization☆61Updated last year
- ☆128Updated last year
- ☆157Updated 2 years ago
- Reorder-based post-training quantization for large language model☆197Updated 2 years ago
- ☆111Updated 2 weeks ago
- An efficent implementation of the method proposed in "The Era of 1-bit LLMs"☆155Updated last year
- Code for paper: "QuIP: 2-Bit Quantization of Large Language Models With Guarantees"☆390Updated last year
- ShiftAddLLM: Accelerating Pretrained LLMs via Post-Training Multiplication-Less Reparameterization☆111Updated last year
- [ICML 2024] BiLLM: Pushing the Limit of Post-Training Quantization for LLMs☆227Updated 10 months ago
- A repository dedicated to evaluating the performance of quantizied LLaMA3 using various quantization methods..☆197Updated 10 months ago
- ☆158Updated 5 months ago
- Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.☆202Updated last year
- [ACL 2025 Main] EfficientQAT: Efficient Quantization-Aware Training for Large Language Models☆316Updated last week
- ☆235Updated last year
- Repo hosting codes and materials related to speeding LLMs' inference using token merging.☆37Updated last month
- Repository for Sparse Finetuning of LLMs via modified version of the MosaicML llmfoundry☆42Updated last year
- Unofficial implementation for the paper "Mixture-of-Depths: Dynamically allocating compute in transformer-based language models"☆175Updated last year
- ☆52Updated last year
- Repo for "LoLCATs: On Low-Rank Linearizing of Large Language Models"☆249Updated 10 months ago
- GPTQLoRA: Efficient Finetuning of Quantized LLMs with GPTQ☆102Updated 2 years ago
- ☆154Updated 9 months ago
- Tree Attention: Topology-aware Decoding for Long-Context Attention on GPU clusters☆130Updated last year
- FBI-LLM: Scaling Up Fully Binarized LLMs from Scratch via Autoregressive Distillation☆51Updated 3 months ago
- Official repository for the paper "SwitchHead: Accelerating Transformers with Mixture-of-Experts Attention"☆102Updated last year
- ☆53Updated last year
- Layer-Condensed KV cache w/ 10 times larger batch size, fewer params and less computation. Dramatic speed up with better task performance…☆157Updated 7 months ago