Advanced Ultra-Low Bitrate Compression Techniques for the LLaMA Family of LLMs
☆110Jan 11, 2024Updated 2 years ago
Alternatives and similar repositories for low_bit_llama
Users that are interested in low_bit_llama are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Run GreenBitAI's Quantized LLMs on Apple Devices with MLX☆31Aug 27, 2025Updated 6 months ago
- [ACL 2024] A novel QAT with Self-Distillation framework to enhance ultra low-bit LLMs.☆134May 16, 2024Updated last year
- Join the High Accuracy Club on ImageNet with A Binary Neural Network Ticket☆68Feb 12, 2023Updated 3 years ago
- Full finetuning of large language models without large memory requirements☆94Sep 22, 2025Updated 6 months ago
- The official implementation of the EMNLP 2023 paper LLM-FP4☆222Dec 15, 2023Updated 2 years ago
- ☆45Oct 13, 2023Updated 2 years ago
- Modified Beam Search with periodical restart☆12Sep 12, 2024Updated last year
- [ICML 2024] SqueezeLLM: Dense-and-Sparse Quantization☆713Aug 13, 2024Updated last year
- 33B Chinese LLM, DPO QLORA, 100K context, AirLLM 70B inference with single 4GB GPU☆13May 5, 2024Updated last year
- ☆30Jul 22, 2024Updated last year
- Radiantloom Email Assist 7B is an email-assistant large language model fine-tuned from Zephyr-7B-Beta, over a custom-curated dataset of 1…☆14Jan 19, 2024Updated 2 years ago
- ☆74Sep 5, 2023Updated 2 years ago
- Supporting code for "LLMs for your iPhone: Whole-Tensor 4 Bit Quantization"☆11Mar 31, 2024Updated last year
- This repository contains code for cleaning your training data of benchmark data to help combat data snooping.☆28Apr 21, 2023Updated 2 years ago
- [ICLR2024 spotlight] OmniQuant is a simple and powerful quantization technique for LLMs.☆890Nov 26, 2025Updated 3 months ago
- A simple pytorch implementation of Differentiable Architecture Search (DARTS)☆22Aug 27, 2019Updated 6 years ago
- PB-LLM: Partially Binarized Large Language Models☆156Nov 20, 2023Updated 2 years ago
- Reorder-based post-training quantization for large language model☆199May 17, 2023Updated 2 years ago
- Code for Neurips24 paper: QuaRot, an end-to-end 4-bit inference of large language models.☆492Nov 26, 2024Updated last year
- ☆63Sep 23, 2024Updated last year
- ☆415Nov 2, 2023Updated 2 years ago
- [MAI@CVPR 2021] AsymmNet: Towards ultralight convolution neural networks using asymmetrical bottlenecks.☆27May 30, 2024Updated last year
- This is the oficial repository for "Safer-Instruct: Aligning Language Models with Automated Preference Data"☆17Feb 22, 2024Updated 2 years ago
- 1.58-bit LLaMa model☆83Apr 3, 2024Updated last year
- An Experiment on Dynamic NTK Scaling RoPE☆64Nov 26, 2023Updated 2 years ago
- Sentence Embedding as a Service☆15Jun 30, 2025Updated 8 months ago
- ☆166Jun 22, 2025Updated 9 months ago
- [NeurIPS 2024] KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization☆408Aug 13, 2024Updated last year
- ☆26Nov 23, 2023Updated 2 years ago
- A general 2-8 bits quantization toolbox with GPTQ/AWQ/HQQ/VPTQ, and export to onnx/onnx-runtime easily.☆187Updated this week
- Design a full DOF humanoid robot for research use incrementally, halving the cost until the BOM is $1000.☆21May 30, 2025Updated 9 months ago
- ☆122Apr 22, 2024Updated last year
- Official Pytorch Implementation of "Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity"☆81Jul 7, 2025Updated 8 months ago
- ☆581Oct 29, 2024Updated last year
- Code for paper: "QuIP: 2-Bit Quantization of Large Language Models With Guarantees"☆397Feb 24, 2024Updated 2 years ago
- batched loras☆351Sep 6, 2023Updated 2 years ago
- This repository contains the results and code for the MLPerf™ Inference v3.0 benchmark.☆19Jul 24, 2025Updated 7 months ago
- GPU accelerated client-side embeddings for vector search, RAG etc.☆65Dec 4, 2023Updated 2 years ago
- Code for paper: "QuIP: 2-Bit Quantization of Large Language Models With Guarantees" adapted for Llama models☆41Aug 4, 2023Updated 2 years ago