yifanlu0227 / LLaMA2-7B-on-laptop
Lab 5 project of MIT-6.5940, deploying LLaMA2-7B-chat on one's laptop with TinyChatEngine.
☆14Updated last year
Alternatives and similar repositories for LLaMA2-7B-on-laptop:
Users that are interested in LLaMA2-7B-on-laptop are comparing it to the libraries listed below
- hands on model tuning with TVM and profile it on a Mac M1, x86 CPU, and GTX-1080 GPU.☆45Updated last year
- Summary of some awesome work for optimizing LLM inference☆57Updated 2 weeks ago
- All Homeworks for TinyML and Efficient Deep Learning Computing 6.5940 • Fall • 2023 • https://efficientml.ai☆156Updated last year
- ☆18Updated 11 months ago
- ☆156Updated last year
- [ICML 2024 Oral] Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs☆96Updated last month
- Curated collection of papers in MoE model inference☆64Updated this week
- Homework solutions for CMU 10-414/714 – Deep Learning Systems: Algorithms and Implementation☆43Updated 2 years ago
- Code for the AAAI 2024 Oral paper "OWQ: Outlier-Aware Weight Quantization for Efficient Fine-Tuning and Inference of Large Language Model…☆57Updated 11 months ago
- ☆59Updated 3 months ago
- Since the emergence of chatGPT in 2022, the acceleration of Large Language Model has become increasingly important. Here is a list of pap…☆220Updated last month
- ☆52Updated 10 months ago
- ☆90Updated last year
- MAGIS: Memory Optimization via Coordinated Graph Transformation and Scheduling for DNN (ASPLOS'24)☆50Updated 8 months ago
- Puzzles for learning Triton, play it with minimal environment configuration!☆229Updated 2 months ago
- ☆51Updated 10 months ago
- List of papers related to Vision Transformers quantization and hardware acceleration in recent AI conferences and journals.☆73Updated 8 months ago
- llm theoretical performance analysis tools and support params, flops, memory and latency analysis.☆78Updated last month
- Penn CIS 5650 (GPU Programming and Architecture) Final Project☆28Updated last year
- ☆98Updated last month
- Implement Flash Attention using Cute.☆69Updated 2 months ago
- Code Repository of Evaluating Quantized Large Language Models☆116Updated 5 months ago
- Examples of CUDA implementations by Cutlass CuTe☆138Updated 2 weeks ago
- ☆135Updated 6 months ago
- QQQ is an innovative and hardware-optimized W4A8 quantization solution for LLMs.☆101Updated this week
- ☆35Updated 3 months ago
- This repo contains the Assignments from Cornell Tech's ECE 5545 - Machine Learning Hardware and Systems offered in Spring 2023☆27Updated last year
- LLM Inference analyzer for different hardware platforms☆52Updated 3 weeks ago
- ⚡️Write HGEMM from scratch using Tensor Cores with WMMA, MMA and CuTe API, Achieve Peak⚡️ Performance.☆52Updated 2 weeks ago