chu-tianxiang / QuIP-for-all
QuIP quantization
☆46Updated 8 months ago
Related projects ⓘ
Alternatives and complementary repositories for QuIP-for-all
- ☆67Updated last week
- PB-LLM: Partially Binarized Large Language Models☆148Updated last year
- SparseGPT + GPTQ Compression of LLMs like LLaMa, OPT, Pythia☆41Updated last year
- GPTQLoRA: Efficient Finetuning of Quantized LLMs with GPTQ☆97Updated last year
- Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆78Updated this week
- Repository for CPU Kernel Generation for LLM Inference☆25Updated last year
- Repository for Sparse Finetuning of LLMs via modified version of the MosaicML llmfoundry☆38Updated 10 months ago
- EfficientQAT: Efficient Quantization-Aware Training for Large Language Models☆224Updated last month
- A toolkit for fine-tuning, inferencing, and evaluating GreenBitAI's LLMs.☆74Updated last month
- Code for paper: "QuIP: 2-Bit Quantization of Large Language Models With Guarantees" adapted for Llama models☆36Updated last year
- My Implementation of Q-Sparse: All Large Language Models can be Fully Sparsely-Activated☆30Updated 3 months ago
- Parameter-Efficient Sparsity Crafting From Dense to Mixture-of-Experts for Instruction Tuning on General Tasks☆129Updated 2 months ago
- ☆53Updated 5 months ago
- Advanced Ultra-Low Bitrate Compression Techniques for the LLaMA Family of LLMs☆111Updated 10 months ago
- Official repository for the paper "SwitchHead: Accelerating Transformers with Mixture-of-Experts Attention"☆92Updated last month
- KV cache compression for high-throughput LLM inference☆87Updated this week
- ☆35Updated 3 weeks ago
- Demonstration that finetuning RoPE model on larger sequences than the pre-trained model adapts the model context limit☆63Updated last year
- Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.☆173Updated 4 months ago
- ☆122Updated 9 months ago
- An algorithm for static activation quantization of LLMs☆77Updated last week
- ☆96Updated last month
- ☆43Updated 4 months ago
- ☆63Updated last month
- An efficent implementation of the method proposed in "The Era of 1-bit LLMs"☆154Updated last month
- Spherical Merge Pytorch/HF format Language Models with minimal feature loss.☆112Updated last year
- Experiments on speculative sampling with Llama models☆118Updated last year
- Tree Attention: Topology-aware Decoding for Long-Context Attention on GPU clusters☆104Updated last month
- ShiftAddLLM: Accelerating Pretrained LLMs via Post-Training Multiplication-Less Reparameterization☆87Updated last month
- Cascade Speculative Drafting☆26Updated 7 months ago