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drxd1000's Projects

autoawq icon autoawq

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

bitnet icon bitnet

Implementation of "BitNet: Scaling 1-bit Transformers for Large Language Models" in pytorch

fast_robust_early_exit icon fast_robust_early_exit

Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding (EMNLP 2023 Long)

fasteval icon fasteval

Fast evaluation of chat language models. Includes leaderboard.

laserrmt icon laserrmt

This is our own implementation of 'Layer Selective Rank Reduction'

llm-awq icon llm-awq

AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration

lomo icon lomo

LOMO: LOw-Memory Optimization

makemoe icon makemoe

From scratch implementation of a sparse mixture of experts language model inspired by Andrej Karpathy's makemore :)

medusa icon medusa

Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads

mergekit icon mergekit

Tools for merging pretrained large language models.

nanogpt icon nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

slimtrainer icon slimtrainer

Full finetuning of large language models without large memory requirements

transformer_tds icon transformer_tds

Transformer seq2seq model, program that can build a language translator from parallel corpus

vllm icon vllm

A high-throughput and memory-efficient inference and serving engine for LLMs

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