Akash K.'s repositories
chiplet-optimizer
This repository contains the code for this paper: Chiplet-Gym: An RL-based Optimization Framework for Chiplet-based AI Accelerator
codellama
Inference code for CodeLlama models
DNN_NeuroSim_V1.3
Benchmark framework of compute-in-memory based accelerators for deep neural network (inference engine focused)
DNN_NeuroSim_V1.4
Benchmark framework of compute-in-memory based accelerators for deep neural network (inference engine focused)
DNN_NeuroSim_V2.1
Benchmark framework of compute-in-memory based accelerators for deep neural network (on-chip training chip focused)
exo
Exocompilation for productive programming of hardware accelerators
InternGPT
InternGPT (iGPT) is an open source demo platform where you can easily showcase your AI models. Now it supports DragGAN, ChatGPT, ImageBind, multimodal chat like GPT-4, SAM, interactive image editing, etc. Try it at igpt.opengvlab.com (支持DragGAN、ChatGPT、ImageBind、SAM的在线Demo系统)
LaVIT
LaVIT: Unified Language-Vision Pretraining in LLM with Dynamic Discrete Visual Tokenization
llama
Inference code for LLaMA models
LLaMA-Adapter
Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters
llm-code-watermark
LLM Program Watermarking
MIMDRAM
Source code for the architectural simulator used for modeling the PUD system proposed in our HPCA 2024 paper `MIMDRAM: An End-to-End Processing-Using-DRAM System for High-Throughput, Energy-Efficient and Programmer-Transparent Multiple-Instruction Multiple-Data Processing''. Paper is at: https://arxiv.org/pdf/2402.19080.pdf
minimalloc
A lightweight memory allocator for hardware-accelerated machine learning
MODel_opt
Memory Optimizations for Deep Learning (ICML 2023)
MultiPIM
MultiPIM: A Detailed and Configurable Multi-Stack Processing-In-Memory Simulator
omniperf
Advanced Profiling and Analytics for AMD Hardware
omnitrace
Omnitrace: Application Profiling, Tracing, and Analysis
PIMeval-PIMbench
PIMeval simulator and PIMbench suite
PIMLibrary
PIM Runtime Library and Tools
PIMSimulator
Processing-In-Memory (PIM) Simulator
tensorflow
An Open Source Machine Learning Framework for Everyone
torch-mlir
The Torch-MLIR project aims to provide first class support from the PyTorch ecosystem to the MLIR ecosystem.
Video-LLaMA
[EMNLP 2023 Demo] Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding
Vitis_Libraries
Vitis Libraries
xla
A machine learning compiler for GPUs, CPUs, and ML accelerators