UbiquitousLearning / mllm
Fast Multimodal LLM on Mobile Devices
☆861Updated last month
Alternatives and similar repositories for mllm
Users that are interested in mllm are comparing it to the libraries listed below
Sorting:
- Awesome LLMs on Device: A Comprehensive Survey☆1,093Updated 4 months ago
- Low-bit LLM inference on CPU with lookup table☆770Updated 3 weeks ago
- Awesome Mobile LLMs☆184Updated last month
- [NeurIPS'24 Spotlight, ICLR'25, ICML'25] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention…☆1,013Updated last week
- Survey Paper List - Efficient LLM and Foundation Models☆248Updated 7 months ago
- Strong and Open Vision Language Assistant for Mobile Devices☆1,213Updated last year
- llm-export can export llm model to onnx.☆289Updated 4 months ago
- ☆56Updated 6 months ago
- [EMNLP 2024 Industry Track] This is the official PyTorch implementation of "LLMC: Benchmarking Large Language Model Quantization with a V…☆473Updated this week
- Official Implementation of EAGLE-1 (ICML'24), EAGLE-2 (EMNLP'24), and EAGLE-3.☆1,220Updated last week
- ☆33Updated last month
- a lightweight LLM model inference framework☆728Updated last year
- Analyze the inference of Large Language Models (LLMs). Analyze aspects like computation, storage, transmission, and hardware roofline mod…☆459Updated 8 months ago
- MobileLLM Optimizing Sub-billion Parameter Language Models for On-Device Use Cases. In ICML 2024.☆1,295Updated 3 weeks ago
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration☆2,991Updated last week
- ☆319Updated last year
- Fast inference from large lauguage models via speculative decoding☆723Updated 8 months ago
- High-speed and easy-use LLM serving framework for local deployment☆104Updated last month
- A throughput-oriented high-performance serving framework for LLMs☆806Updated last week
- [MLSys'25] QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving; [MLSys'25] LServe: Efficient Long-sequence LLM Se…☆666Updated 2 months ago
- VPTQ, A Flexible and Extreme low-bit quantization algorithm☆633Updated 3 weeks ago
- On-device AI across mobile, embedded and edge for PyTorch☆2,829Updated this week
- export llama to onnx☆124Updated 4 months ago
- FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.☆819Updated 8 months ago
- MobiLlama : Small Language Model tailored for edge devices☆636Updated last week
- LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalabili…☆3,221Updated this week
- Production ready LLM model compression/quantization toolkit with hw accelerated inference support for both cpu/gpu via HF, vLLM, and SGLa…☆537Updated last week
- A PyTorch Native LLM Training Framework☆806Updated 4 months ago
- 📚A curated list of Awesome LLM/VLM Inference Papers with codes: WINT8/4, FlashAttention, PagedAttention, MLA, Parallelism etc.☆3,992Updated this week
- Advanced Quantization Algorithm for LLMs/VLMs.☆460Updated this week