Pinned Repositories
ADL_RL
Advanced Deep Learning and Reinforcement Learning 2018 Assignments
CS598-Deep-Learning-MPs
CS 598 Deep Learning, UIUC Machine Problems
deeplearning
UIUC CS 598
fucking-algorithm
手把手撕LeetCode题目，扒各种算法套路的裤子。English version supported! Crack LeetCode, not only how, but also why.
gbdt_lr
hkx_tf_practice
Induction-Network-on-FewRel
An attempt at replicating the Induction Network for FewRel data in Tensorflow
NCRFpp
NCRF++, an Open-source Neural Sequence Labeling Toolkit. It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components. (code for COLING/ACL 2018 paper)
neural-networks-and-deep-learning
Code samples for my book "Neural Networks and Deep Learning"
tensorgrad
hkxIron's Repositories
hkxIron/hkx_tf_practice
hkxIron/tensorgrad
hkxIron/accelerate
🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support
hkxIron/allennlp
An open-source NLP research library, built on PyTorch.
hkxIron/ChatGLM-Finetuning
基于ChatGLM-6B、ChatGLM2-6B、ChatGLM3-6B模型，进行下游具体任务微调，涉及Freeze、Lora、P-tuning、全参微调等
hkxIron/Chinese-LLaMA-Alpaca
中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)
hkxIron/EAGLE
Official Implementation of EAGLE-1 and EAGLE-2
hkxIron/FlagEmbedding
Retrieval and Retrieval-augmented LLMs
hkxIron/harvard-transformer
hkxIron/leedl-tutorial
《李宏毅深度学习教程》（李宏毅老师推荐👍），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases
hkxIron/llama
Inference code for Llama models
hkxIron/llama-models
Utilities intended for use with Llama models.
hkxIron/LLM-Pretrain-SFT
Scripts of LLM pre-training and fine-tuning (w/wo LoRA, DeepSpeed)
hkxIron/LookaheadDecoding
hkxIron/mamba
hkxIron/minbpe
Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.
hkxIron/MInference
To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention, which reduces inference latency by up to 10x for pre-filling on an A100 while maintaining accuracy.
hkxIron/mistral-src
Reference implementation of Mistral AI 7B v0.1 model.
hkxIron/my_practice
hkxIron/numpy-ml
Machine learning, in numpy
hkxIron/offlice_helper
hkxIron/PainlessInferenceAcceleration
hkxIron/paper-reading
深度学习经典、新论文逐段精读
hkxIron/Spec-Bench
Spec-Bench: A Comprehensive Benchmark and Unified Evaluation Platform for Speculative Decoding (ACL 2024 Findings)
hkxIron/testScalaProj
hkxIron/transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
hkxIron/trl
Train transformer language models with reinforcement learning.
hkxIron/vscode_debug_transformers
hkxIron/youtube_download
hkxIron/zero_nlp
中文nlp解决方案(大模型、数据、模型、训练、推理)