Nam D. Tran (namtranase)

namtranase

Geek Repo

Company:VinAI

Location:VietNam

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Nam D. Tran's repositories

gemma-cpp-python

A Python wrapper for gemma.cpp

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terminalmind

Friendly Terminal Assistant for Developers

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llm.c

LLM training in simple, raw C/CUDA

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common-util-databases

Common util for many type of databases.

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llama.cpp

Port of Facebook's LLaMA model in C/C++

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webwise

A Simple extension for Website's Assistant.

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active-learning-hub

All papers, notes and things for Active Learning.

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AutoAWQ

AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference.

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ByteTrack

ByteTrack: Multi-Object Tracking by Associating Every Detection Box

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mmdetection

OpenMMLab Detection Toolbox and Benchmark

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pattern-recognition-and-machine-learning-hub

Notes and Notebooks for the Bishop's book: Pattern Recognition And Machine Learning.

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system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

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TensorRT-LLM

TensorRT-LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and build TensorRT engines that contain state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT-LLM also contains components to create Python and C++ runtimes that execute those TensorRT engines.

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trl

Train transformer language models with reinforcement learning.

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unsloth

5X faster 60% less memory QLoRA finetuning

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YOLOX

YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/

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