AlpinDale / RPTQ-for-LLaMALinks
Efficient 3bit/4bit quantization of LLaMA models
☆19Updated 2 years ago
Alternatives and similar repositories for RPTQ-for-LLaMA
Users that are interested in RPTQ-for-LLaMA are comparing it to the libraries listed below
Sorting:
- Code for the paper "SparseGPT: Massive Language Models Can Be Accurately Pruned in One-Shot" with LLaMA implementation.☆70Updated 2 years ago
- SparseGPT + GPTQ Compression of LLMs like LLaMa, OPT, Pythia☆40Updated 2 years ago
- GPTQLoRA: Efficient Finetuning of Quantized LLMs with GPTQ☆102Updated 2 years ago
- Reorder-based post-training quantization for large language model☆194Updated 2 years ago
- QuIP quantization☆59Updated last year
- Code for paper: "QuIP: 2-Bit Quantization of Large Language Models With Guarantees" adapted for Llama models☆40Updated 2 years ago
- GPTQ inference Triton kernel☆309Updated 2 years ago
- A general 2-8 bits quantization toolbox with GPTQ/AWQ/HQQ/VPTQ, and export to onnx/onnx-runtime easily.☆180Updated 6 months ago
- Code for paper: "QuIP: 2-Bit Quantization of Large Language Models With Guarantees"☆382Updated last year
- Code for the paper "QMoE: Practical Sub-1-Bit Compression of Trillion-Parameter Models".☆277Updated last year
- Model REVOLVER, a human in the loop model mixing system.☆32Updated 2 years ago
- Advanced Ultra-Low Bitrate Compression Techniques for the LLaMA Family of LLMs☆110Updated last year
- Train Llama Loras Easily☆30Updated 2 years ago
- PB-LLM: Partially Binarized Large Language Models☆155Updated last year
- ☆152Updated 3 months ago
- ☆558Updated 11 months ago
- [ICML 2024] SqueezeLLM: Dense-and-Sparse Quantization☆702Updated last year
- Merge Transformers language models by use of gradient parameters.☆208Updated last year
- An efficent implementation of the method proposed in "The Era of 1-bit LLMs"☆154Updated 11 months ago
- Landmark Attention: Random-Access Infinite Context Length for Transformers QLoRA☆123Updated 2 years ago
- ☆120Updated last year
- QLoRA: Efficient Finetuning of Quantized LLMs☆76Updated last year
- Automated Identification of Redundant Layer Blocks for Pruning in Large Language Models☆247Updated last year
- ☆201Updated 10 months ago
- An unsupervised model merging algorithm for Transformers-based language models.☆106Updated last year
- The homepage of OneBit model quantization framework.☆193Updated 8 months ago
- ☆100Updated last month
- Fast and memory-efficient exact attention☆191Updated last week
- Landmark Attention: Random-Access Infinite Context Length for Transformers☆426Updated last year
- [ICML 2024] BiLLM: Pushing the Limit of Post-Training Quantization for LLMs☆227Updated 9 months ago