17 results found Sort:

stochasticai
xTuring stochasticai
207
2.6k
apache-2.0
34
Build, customize and control you own LLMs. From data pre-processing to fine-tuning, xTuring provides an easy way to personalize open-source LLMs. Join our discord community: https://discord.gg/TgHXuSJ...
llm lora peft gpt-2 gpt-j llama alpaca gen-ai adapter mistral finetuning fine-tuning quantization deep-learning generative-ai language-model mixed-precision
Created 2023-03-19
593 commits to main branch, last one 5 months ago
NVIDIA
OpenSeq2Seq NVIDIA
369
1.6k
apache-2.0
91
Toolkit for efficient experimentation with Speech Recognition, Text2Speech and NLP
float16 seq2seq multi-gpu multi-node tensorflow deep-learning language-model speech-to-text text-to-speech mixed-precision speech-synthesis speech-recognition sequence-to-sequence neural-machine-translation
This repository has been archived (exclude archived)
Created 2017-09-08
1,695 commits to master branch, last one 4 years ago
Azure
MS-AMP Azure
48
581
mit
11
Microsoft Automatic Mixed Precision Library
amp fp8 gpu pytorch transformer deep-learning mixed-precision
Created 2023-01-30
98 commits to main branch, last one 6 months ago
Zhen-Dong
HAWQ Zhen-Dong
81
429
mit
14
Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.
tvm 4-bit 8-bit hessian pytorch tensorcore distillation quantization hardware-aware mixed-precision model-compression efficient-neural-networks quantized-neural-networks
Created 2020-11-24
48 commits to main branch, last one about a year ago
mit-han-lab
haq mit-han-lab
85
380
mit
19
[CVPR 2019, Oral] HAQ: Hardware-Aware Automated Quantization with Mixed Precision
automl quantization efficient-model mixed-precision
Created 2019-06-14
15 commits to master branch, last one 4 years ago
hellojialee
Improved-Body-Parts hellojialee
40
260
unknown
9
Simple Pose: Rethinking and Improving a Bottom-up Approach for Multi-Person Pose Estimation
apex heatmap pytorch training tutorial bottom-up multi-gpus distributed multi-person focal-l2-loss mixed-precision pose-estimation
Created 2019-01-26
106 commits to master branch, last one 3 years ago
moritztng
prism moritztng
18
110
mit
3
High Resolution Style Transfer in PyTorch with Color Control and Mixed Precision :art:
pytorch style-transfer high-resolution mixed-precision controlling-perceptual-factors
Created 2020-09-18
55 commits to master branch, last one 2 years ago
verificarlo
verificarlo verificarlo
25
73
other
7
A tool for debugging and assessing floating point precision and reproducibility.
llvm mpfr tool precision floating-point mixed-precision numerical-analysis montecarlo-arithmetic
Created 2015-04-20
791 commits to master branch, last one about a month ago
rickiepark
deep-learning-with-python-2nd rickiepark
91
71
mit
2
<케라스 창시자에게 배우는 딥러닝 2판> 도서의 코드 저장소
cnn gan rnn tpu keras multi-gpu tensorflow keras-tuner time-series transformer deep-learning neural-network mixed-precision text-generation image-augmentation image-segmentation machine-translation text-classification image-classification image-style-transfer
Created 2022-04-11
106 commits to main branch, last one about a year ago
thu-nics
ViDiT-Q thu-nics
8
65
unknown
1
[ICLR'25] ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation
efficientml quantization mixed-precision diffusion-models
Created 2024-06-02
56 commits to viditq branch, last one 25 days ago
tanyuqian
redco tanyuqian
8
64
apache-2.0
4
NAACL '24 (Best Demo Paper RunnerUp) / MlSys @ NeurIPS '23 - RedCoast: A Lightweight Tool to Automate Distributed Training and Inference
jax ppo maml gemma llama mlsys fedavg seq2seq flan-t5-xxl meta-learning mixed-precision diffusion-models image-captioning stable-diffusion model-parallelism federated-learning differential-privacy distributed-training large-language-models reinforcement-learning
Created 2022-12-19
674 commits to master branch, last one 3 months ago
huanghuidmml
tfbert HuiResearch
11
58
unknown
3
基于tensorflow1.x的预训练模型调用，支持单机多卡、梯度累积，XLA加速，混合精度。可灵活训练、验证、预测。
xla bert ernie albert electra trainer ernie-gram tensorflow chinesebert mixed-precision
Created 2020-09-21
94 commits to master branch, last one 3 years ago
enp1s0
ozIMMU enp1s0
2
56
mit
4
FP64 equivalent GEMM via Int8 Tensor Cores using the Ozaki scheme
cuda gemm tensorcore tensorcores mixed-precision
Created 2023-06-14
245 commits to main branch, last one about a month ago
andreped
GradientAccumulator andreped
11
53
mit
3
:dart: Accumulated Gradients for TensorFlow 2
gpu tf2 tpu keras float16 multi-gpu batch-size tensorflow huggingface tensorflow2 deep-learning hacktoberfest mixed-precision memory-constraints distributed-training accumulated-gradients gradient-accumulation adaptive-gradient-clipping accumulated-batch-normalization
Created 2022-05-31
698 commits to main branch, last one about a year ago
Zhen-Dong
BitPack Zhen-Dong
12
51
mit
10
BitPack is a practical tool to efficiently save ultra-low precision/mixed-precision quantized models.
memory pytorch quantization mixed-precision model-compression quantized-neural-networks
Created 2021-02-08
19 commits to main branch, last one 2 years ago
qleenju
PDPU qleenju
7
39
apache-2.0
7
PDPU: An Open-Source Posit Dot-Product Unit for Deep Learning Applications
unum posit dot-product systemverilog mixed-precision arithmetic-units posit-arithmetic posit-arithmetic-generator
Created 2022-11-13
41 commits to main branch, last one about a year ago
thu-nics
MixDQ thu-nics
4
33
unknown
2
[ECCV24] MixDQ: Memory-Efficient Few-Step Text-to-Image Diffusion Models with Metric-Decoupled Mixed Precision Quantization
efficient quantization mixed-precision diffusion-models
Created 2024-06-02
14 commits to master branch, last one 3 months ago