FBI-LLM: Scaling Up Fully Binarized LLMs from Scratch via Autoregressive Distillation
☆53Aug 24, 2025Updated last year
Alternatives and similar repositories for FBI-LLM
Users that are interested in FBI-LLM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The official implementation of Bi-Mamba☆19Oct 22, 2025Updated last year
- Mobile-MMLU: A Mobile Intelligence Language Understanding Benchmark. Paper at: https://arxiv.org/abs/2503.20786☆11Mar 27, 2025Updated last year
- ☆11Aug 26, 2024Updated 2 years ago
- This is the accompanying code for our arxiv pre-print: "BoolNet: Minimizing the Energy Consumption of Binary Neural Networks"☆11Sep 17, 2021Updated 5 years ago
- A replication of "Relaxed Recursive Transformers: Effective Parameter Sharing with Layer-wise LoRA" by Bae et al.☆14Aug 26, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- (AAAI-2025 Oral) MPQ-DM: Mixed Precision Quantization for Extremely Low Bit Diffusion Models☆14Jul 8, 2025Updated last year
- ☆12Apr 3, 2023Updated 3 years ago
- [ACL 2025 Main] EfficientQAT: Efficient Quantization-Aware Training for Large Language Models☆354Apr 10, 2026Updated 6 months ago
- ☆12Nov 17, 2023Updated 2 years ago
- PB-LLM: Partially Binarized Large Language Models☆159Nov 20, 2023Updated 2 years ago
- XVERSE-MoE-A36B: A multilingual large language model developed by XVERSE Technology Inc.☆38Sep 12, 2024Updated 2 years ago
- Official Pytorch Implementation of Paper "DarwinLM: Evolutionary Structured Pruning of Large Language Models"☆21Feb 21, 2025Updated last year
- ☆16Dec 9, 2023Updated 2 years ago
- [ICCV 2021] Code release for "Sub-bit Neural Networks: Learning to Compress and Accelerate Binary Neural Networks"☆34Jul 24, 2022Updated 4 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Information Bottleneck in DNN with PyTorch☆15Jul 6, 2023Updated 3 years ago
- ☆12Oct 17, 2023Updated 3 years ago
- [ICML 2024] BiLLM: Pushing the Limit of Post-Training Quantization for LLMs☆238Jan 11, 2025Updated last year
- Official Repo for SparseLLM: Global Pruning of LLMs (NeurIPS 2024)☆71Mar 27, 2025Updated last year
- ☆20Mar 6, 2022Updated 4 years ago
- [ICML 2023] This project is the official implementation of our accepted ICML 2023 paper BiBench: Benchmarking and Analyzing Network Binar…☆55Sep 11, 2026Updated last month
- ☆36Dec 22, 2025Updated 10 months ago
- ☆12May 22, 2022Updated 4 years ago
- [EMNLP 2024] Quantize LLM to extremely low-bit, and finetune the quantized LLMs☆17Jul 18, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [CVPRW 21] "BNN - BN = ? Training Binary Neural Networks without Batch Normalization", Tianlong Chen, Zhenyu Zhang, Xu Ouyang, Zechun Liu…☆56Dec 30, 2021Updated 4 years ago
- Code for Neurips24 paper: QuaRot, an end-to-end 4-bit inference of large language models.☆541Nov 26, 2024Updated last year
- Structured Binary Neural Networks for Image Recognition☆18Nov 18, 2021Updated 4 years ago
- ☆12Nov 8, 2025Updated 11 months ago
- [AAAI 2026] The official code for ``LoopLLM: Transferable Energy-Latency Attacks in LLMs via Repetitive Generation''☆17Mar 20, 2026Updated 7 months ago
- The predecessor of CiteLab.☆18Feb 3, 2026Updated 9 months ago
- The official implementation of BiViT: Extremely Compressed Binary Vision Transformers☆16Jun 18, 2023Updated 3 years ago
- [TMLR] Official PyTorch implementation of CD-MOE☆12Mar 18, 2026Updated 7 months ago
- ☆12Aug 22, 2023Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- (ICLR 2025) BinaryDM: Accurate Weight Binarization for Efficient Diffusion Models☆25Oct 4, 2024Updated 2 years ago
- ☆11Oct 13, 2025Updated last year
- BESA is a differentiable weight pruning technique for large language models.☆17Mar 4, 2024Updated 2 years ago
- ☆13Nov 14, 2024Updated last year
- ☆129Mar 18, 2026Updated 7 months ago
- [ICML 2024] SqueezeLLM: Dense-and-Sparse Quantization☆724Aug 13, 2024Updated 2 years ago
- ☆20Oct 15, 2025Updated last year